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{----------------------------------------------------------------------------} { Written by Nguyen Le Quang Duy } { Nguyen Quang Dieu High School, An Giang } {----------------------------------------------------------------------------} Program NOTE; Var f :ShortInt; p :LongInt; function Find(i :ShortInt; j :LongInt) :Boolean; var k :LongInt; begin k:=Round(Exp(Ln(2)*(i-1))); if (j=k) then Exit(false); if (j>k) then Exit(Find(i-1,j-k)) else Exit(not Find(i-1,k-j)); end; Begin Assign(Input,''); Reset(Input); Assign(Output,''); Rewrite(Output); repeat Read(f,p); if (f=0) and (p=0) then Break; if (Find(f,p)) then WriteLn('U') else WriteLn('D'); until (f=0) and (p=0); Close(Input); Close(Output); End.
program Fibonacci; // Compiler mode objfpc // This is the same mode as FPC mode, but it also includes classes, interfaces and exceptions. // In this case used for optional parameters, the rest of de code is FPC compliant. {$mode objfpc} uses math, sysutils; type Int64Array = array of Int64; function fib(n: Int64): Int64; begin if n < 2 then fib := n else fib := fib(n - 1) + fib(n - 2); end; function fibLinear(n: Int64; prevFib: Int64 = 0; fib: Int64 = 1): Int64; var temp: Int64; begin while n > 1 do begin temp := prevFib + fib; prevFib := fib; fib := temp; dec(n); end; fibLinear := fib; end; function fibFormula(n: Int64): Int64; begin fibFormula := round(power((power(5, 0.5) + 1) / 2, n) / power(5, 0.5)); end; function fibTailRecursive(n: Int64; prevFib: Int64 = 0; fib: Int64 = 1): Int64; begin if n = 0 then fibTailRecursive := prevFib else fibTailRecursive := fibTailRecursive(n - 1, fib, prevFib + fib); end; function fibFastDoubling(n: Int64): Int64; function fibFastAuxiliary(n: Int64): Int64Array; var fibs: Int64Array; prevFib, fib, a, b: Int64; begin if n = 0 then begin fibFastAuxiliary := [0, 1]; exit; end; fibs := fibFastAuxiliary(floor(n / 2)); prevFib := fibs[0]; fib := fibs[1]; a := prevFib * (fib * 2 - prevFib); b := prevFib * prevFib + fib * fib; if n mod 2 = 0 then fibFastAuxiliary := [a, b] else fibFastAuxiliary := [b, a + b]; end; begin fibFastDoubling := fibFastAuxiliary(n)[0]; end; var input: Int64; begin if ParamCount > 0 then input := StrToInt(ParamStr(1)) else input := 29; WriteLn(IntToStr(fibFastDoubling(input))); end.
unit window; {$mode objfpc}{$H+} interface uses base; function Hamming(Width: longint): TVector; function Hann(Width: longint): TVector; function Cosine(Width: longint): TVector; function Lanczos(Width: longint): TVector; function Tukey(Width: longint; alpha: double): TVector; function Blackman(Width: longint; alpha: double = 0.16): TVector; implementation function Hamming(Width: longint): TVector; var i: longint; begin setlength(result, width); for i := 0 to width-1 do result[i] := 0.54-0.46*cos((2*pi*i)/(width-1)); end; function Hann(Width: longint): TVector; var i: longint; begin setlength(result, width); if width <= 0 then exit; result[0] := 0.5*(1+cos((2*pi*width)/(width-1))); for i := 1 to width-1 do result[i] := 0.5*(1-cos((2*pi*width)/(width-1))); end; function Cosine(Width: longint): TVector; var i: longint; begin setlength(result, width); for i := 0 to width-1 do result[i] := sin((pi*i)/(width-1)); end; function sinc(x: double): double; begin result := sin(pi*x)/(pi*x); end; function Lanczos(Width: longint): TVector; var i: longint; begin setlength(result, width); for i := 0 to width-1 do result[i] := sinc((2*i)/(width-1)-1); end; function Tukey(Width: longint; alpha: double): TVector; var i, an2: longint; begin setlength(result, width); an2 := system.round(width*alpha/2); for i := 0 to width-1 do begin if i <= an2 then result[i] := 0.5*(1+cos(pi*(i/an2-1))) else if i >= (width-an2) then result[i] := 0.5*(1+cos(pi*(i/an2-2/alpha+1))) else result[i] := 1; end; end; function Blackman(Width: longint; alpha: double): TVector; var i: longint; a0,a1,a2: double; begin a0 := (1-alpha)/2; a1 := 1/2; a2 := alpha/2; setlength(result, width); for i := 0 to width-1 do result[i] := a0-a1*cos(2*pi*i/(width-1))+a2*cos(4*pi*i/(width-1)); end; end.
unit ULuaEngine; interface uses Windows,Classes,LuaLib,GD_Utils; type TLuaState = Lua_State; TProc = function(L: TLuaState): Integer of object; TCallback = class FuncName:string; Routine: TMethod; // Code and Data for the method Exec: TProc; // Resulting execution function end; TLuaEngine = class(TObject) private CallbackList: TList; procedure CallBackClear(Obj: TObject); public Active:Bool; LuaInstance: TLuaState; constructor Create(); overload; virtual; destructor Destroy; override; //执行文件 Function DoFile(Fs:String):Integer; //执行字符串 Function DoString(Str:String):Integer; //注册脚本命令 Function RegisterMethod(FuncName,MethodName:String;Obj: TObject = NIL):Integer; //获取脚本执行错误信息 Function GetScriptError():String; //获取已经注册的脚本命令数量 Function GetMethodCount():Integer; {**脚本内参数获取**} //获取数值型参数 Function GetValueToInteger(n:Integer):Integer; //获取字符型参数 function GetValueToString(n:Integer):String; end; var LuaEngine:TLuaEngine; implementation { TLuaEngine } constructor TLuaEngine.Create; begin Active:=False; inherited Create; if LoadLuaLib_Mem <> 0 then begin LuaInstance := Lua_Open(); luaopen_base(LuaInstance); CallBackList := TList.Create; Active:=True; LogPrintf('脚本引擎加载完毕!',[]); end else LogPrintf('脚本引擎加载失败!',[]); end; destructor TLuaEngine.Destroy; begin CallBackClear(Self); Lua_Close(LuaInstance); inherited; end; function TLuaEngine.DoFile(Fs: String): Integer; begin try Result := lual_dofile(LuaInstance, Pchar(Fs)); except Result:=-1; end; end; function TLuaEngine.DoString(Str: String): Integer; begin try Result := luaL_dostring(LuaInstance, PChar(Str)); except Result:=-1; end; end; function TLuaEngine.GetMethodCount: Integer; begin Result:=CallbackList.Count; end; function TLuaEngine.GetScriptError: String; begin Result := lua_tostring(LuaInstance, -1); end; function TLuaEngine.GetValueToInteger(n: Integer): Integer; begin Result:=lua_tointeger(LuaInstance,n); end; function TLuaEngine.GetValueToString(n: Integer): String; begin Result:=lua_tostring(LuaInstance,n); end; function LuaCallBack(L: Lua_State): Integer; cdecl; var CallBack: TCallBack; // The Object stored in the Object Table begin // Retrieve first Closure Value (=Object Pointer) CallBack := lua_topointer(L, lua_upvalueindex(1)); // Execute only if Object is valid if (assigned(CallBack) and assigned(CallBack.Exec)) then Result := CallBack.Exec(L) else Result := 0; end; function TLuaEngine.RegisterMethod(FuncName, MethodName: String; Obj: TObject): Integer; var CallBack: TCallBack; // Callback Object begin // if method name not specified use Lua function name if (MethodName = '') then MethodName := FuncName; // if not object specified use this object if (Obj = NIL) then Obj := Self; // Add Callback Object to the Object Index CallBack := TCallBack.Create; CallBack.FuncName:=FuncName; CallBack.Routine.Data := Obj; CallBack.Routine.Code := Obj.MethodAddress(String(MethodName)); CallBack.Exec := TProc(CallBack.Routine); CallbackList.Add(CallBack); // prepare Closure value (Method Name) lua_pushstring(LuaInstance, PAnsiChar(FuncName)); // prepare Closure value (CallBack Object Pointer) lua_pushlightuserdata(LuaInstance, CallBack); // set new Lua function with Closure value lua_pushcclosure(LuaInstance, LuaCallBack, 1); lua_settable(LuaInstance, LUA_GLOBALSINDEX); Result:=CallbackList.Count; end; procedure TLuaEngine.CallBackClear(Obj: TObject); var I: Integer; CallBack: TCallBack; begin if CallBackList.Count > 0 then begin for I := CallBackList.Count - 1 downto 0 do begin CallBack := CallBackList[I-1]; if (assigned(CallBack)) and (CallBack.Routine.Data = Obj) then begin CallBack.Free; CallBackList.Items[I-1] := NIL; CallBackList.Delete(I-1); end; end; end; CallBackList.Free; end; initialization LuaEngine:=TLuaEngine.Create; end.
unit IdCoder3To4; interface uses Classes, IdCoder, IdException; const // Coding Table Length (CTL) values CTL3To4 = 64; HalfCodeTable = CTL3To4 div 2; Base64CodeTable: string = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/'; UUCodeTable: string = '`!"#$%&''()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_'; XXCodeTable: string = '+-0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz'; UUTable = 'TABLE'; {do not localize} UUBegin = 'BEGIN '; {do not localize} UUEnd = 'END'; {do not localize} minPriv = 600; maxPriv = 799; // fState values for TIdUUDecoder UUStarted = 0; UUTableBegun = 1; UUTableOneLine = 2; UUTableBeenRead = 3; UUDataStarted = 4; UUBEGINFound = 5; UUPrivilegeFound = 6; UUInitialLength = 8; UULastCharFound = 9; UUENDFound = 10; // These are to be removed once debugging is done... UUErrTableNotAtEnd = UUTable = ' not at end of line'; {do not localize} UUErrIncompletePrivilege = 'Not enough chars for three-digit Privilege'; {do not localize} UUErrIncompletePrivilege2 = 'Too many chars for three-digit Privilege'; {do not localize} UUErrorPivilageNotNumeric = 'Privilege chars not numeric'; {do not localize} UUErrorNoBEGINAfterTABLE = 'No BEGIN statement followed a TABLE'; {do not localize} UUErrorDataEndWithoutEND = ' Data ended without an END statment'; {do not localize} type TIdCardinalBytes = record case integer of 0: ( Byte1: Byte; Byte2: Byte; Byte3: Byte; Byte4: Byte; ); 1: (Whole: Cardinal); end; TIdASCIICoder = class(TIdCoder) protected FCodingTable: string; FCodeTableLength: Integer; // function GetTableIndex(const AChar: Char): Integer; procedure SetCodingTable(NewTable: string); virtual; public property CodingTable: string read FCodingTable write SetCodingTable; constructor Create(AOwner: TComponent); override; end; TId3To4Coder = class(TIdASCIICoder) protected procedure Code3To4(In1, In2, In3: Byte; var Out1, Out2, Out3, Out4: Byte); procedure Code4To3(const AIn1, AIn2, AIn3, AIn4: Byte; var AOut1, AOut2, AOut3: Byte); function CodeLine3To4: string; function CompleteLine3To4: string; function CodeLine4To3: string; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; end; PIdBase64Encoder = ^TIdBase64Encoder; TIdBase64Encoder = class(TId3To4Coder) protected procedure Coder; override; procedure CompleteCoding; override; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; end; PIdBase64Decoder = ^TIdBase64Decoder; TIdBase64Decoder = class(TId3To4Coder) protected procedure Coder; override; procedure CompleteCoding; override; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; end; PIdUUEncoder = ^TIdUUEncoder; TIdUUEncoder = class(TId3To4Coder) protected FTableNeeded: Boolean; FIsFirstRound: Boolean; FPrivilege: Integer; procedure Coder; override; procedure CompleteCoding; override; procedure OutputHeader; virtual; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; procedure SetCodingTable(NewTable: string); override; procedure SetPrivilege(Priv: Integer); property Privilege: Integer read FPrivilege write SetPrivilege; property TableNeeded: Boolean read FTableNeeded write FTableNeeded; end; PIdUUDecoder = ^TIdUUDecoder; TIdUUDecoder = class(TId3To4Coder) protected FError, FCompleted: Boolean; FErrList: TStringList; FState: Integer; FRealBufferSize: Integer; FIsFirstRound: Boolean; FPrivilege: Integer; procedure Coder; override; procedure CompleteCoding; override; procedure CheckForHeader(DataSize: Integer); virtual; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; procedure SetCodingTable(NewTable: string); override; procedure SetPrivilege(Priv: Integer); property Privilege: Integer read FPrivilege write SetPrivilege; end; PIdXXEncoder = ^TIdXXEncoder; TIdXXEncoder = class(TIdUUEncoder) public constructor Create(AOwner: TComponent); override; destructor Destroy; override; end; PIdXXDecoder = ^TIdXXDecoder; TIdXXDecoder = class(TIdUUDecoder) public constructor Create(AOwner: TComponent); override; destructor Destroy; override; end; EIdTableNotFound = class(EIdException); function Base64Encode(const s: string): string; implementation uses IdGlobal, IdMIMETypes, IdResourceStrings, SysUtils; function FetchEOL(var s: string): string; var iCR, iLF: Integer; begin iCR := IndyPos(CR, s); iLF := IndyPos(LF, s); if (iCR = 0) then begin if iLF = 0 then begin result := s; s := ''; end else begin result := Fetch(s, LF); end; end else if (iCR = iLF - 1) then begin result := Fetch(s, CR + LF); end else if (iCR < iLF) or (iLF = 0) then begin // CR on it's own result := Fetch(s, CR); end else begin // iLF < iCR result := Fetch(s, LF); end; end; constructor TIdASCIICoder.Create; begin inherited Create(AOwner); if FCodeTableLength > 0 then begin SetLength(FCodingTable, FCodeTableLength); UniqueString(FCodingTable); end; fTakesFileName := True; end; function TIdASCIICoder.GetTableIndex(const AChar: Char): Integer; begin Result := IndyPos(AChar, FCodingTable) - 1; if Result = -1 then begin raise EIdTableNotFound.Create(RSCoderNoTableEntryNotFound); end; end; procedure TIdASCIICoder.SetCodingTable; begin FCodingTable := NewTable; end; constructor TId3To4Coder.Create; begin FCodeTableLength := CTL3To4; inherited Create(AOwner); end; destructor TId3To4Coder.Destroy; begin inherited; end; procedure TId3To4Coder.Code3To4; begin Out1 := Ord(FCodingTable[((In1 shr 2) and 63) + 1]); Out2 := Ord(FCodingTable[(((In1 shl 4) or (In2 shr 4)) and 63) + 1]); Out3 := Ord(FCodingTable[(((In2 shl 2) or (In3 shr 6)) and 63) + 1]); Out4 := Ord(FCodingTable[(Ord(In3) and 63) + 1]); end; procedure TId3To4Coder.Code4To3(const AIn1, AIn2, AIn3, AIn4: Byte; var AOut1, AOut2, AOut3: Byte); var LCardinal: TIdCardinalBytes; begin LCardinal.Whole := (GetTableIndex(Chr(AIn1)) shl 18) or (GetTableIndex(Chr(AIn2)) shl 12) or (GetTableIndex(Chr(AIn3)) shl 6) or GetTableIndex(Chr(AIn4)); AOut1 := LCardinal.Byte3; AOut2 := LCardinal.Byte2; AOut3 := LCardinal.Byte1; end; function TId3To4Coder.CodeLine3To4; var i, j: LongWord; begin i := FCBufferSize * 4; j := i div 3 * 3; if i <> j then begin Inc(j, 4); end; j := j div 3; SetLength(result, j); UniqueString(result); i := 1; j := 1; while i <= FCBufferedData do begin Code3To4(Ord(FCBuffer[i]), Ord(FCBuffer[i + 1]), Ord(FCBuffer[i + 2]), Byte(result[j]), Byte(result[j + 1]), Byte(result[j + 2]), Byte(result[j + 3])); Inc(i, 3); Inc(j, 4); end; FCBufferedData := 0; end; function TId3To4Coder.CompleteLine3To4; var i, j, k: LongWord; begin k := FCBufferedData div 3; j := k * 4; k := k * 3; if FCBufferedData <> k then begin Inc(j, 4); end; SetLength(result, j); UniqueString(result); i := 1; j := 1; while i <= k do begin Code3To4(Ord(FCBuffer[i]), Ord(FCBuffer[i + 1]), Ord(FCBuffer[i + 2]), Byte(result[j]), Byte(result[j + 1]), Byte(result[j + 2]), Byte(result[j + 3])); Inc(i, 3); Inc(j, 4); end; k := FCBufferedData - k; if k > 0 then begin case k of 1: begin Code3To4(Ord(FCBuffer[i]), 0, 0, Byte(result[j]), Byte(result[j + 1]), Byte(result[j + 2]), Byte(result[j + 3])); end; 2: begin Code3To4(Ord(FCBuffer[i]), Ord(FCBuffer[i + 1]), 0, Byte(result[j]), Byte(result[j + 1]), Byte(result[j + 2]), Byte(result[j + 3])); end; 3: begin Code3To4(Ord(FCBuffer[i]), Ord(FCBuffer[i + 1]), Ord(FCBuffer[i + 2]), Byte(result[j]), Byte(result[j + 1]), Byte(result[j + 2]), Byte(result[j + 3])); end; end; end; FCBufferedData := 0; end; function TId3To4Coder.CodeLine4To3; var i: LongWord; s: string; y1, y2, y3: Byte; begin i := 1; s := ''; while i < FCBufferedData do begin Code4To3(Ord(FCBuffer[i]), Ord(FCBuffer[i + 1]), Ord(FCBuffer[i + 2]), Ord(FCBuffer[i + 3]), y1 , y2, y3); s := s + Chr(y1) + Chr(y2) + Chr(y3); Inc(i, 4); end; result := s; end; constructor TIdBase64Encoder.Create; begin inherited Create(AOwner); FCodingTable := Base64CodeTable; end; destructor TIdBase64Encoder.Destroy; begin inherited; end; procedure TIdBase64Encoder.Coder; var s: string; begin IncByteCount(FCBufferedData); s := CodeLine3To4; OutputString(s); end; procedure TIdBase64Encoder.CompleteCoding; var s: string; i: LongWord; begin fInCompletion := True; if FCBufferedData = 0 then Exit; IncByteCount(FCBufferedData); i := FCBufferedData div 3 * 3; i := FCBufferedData - i; s := CompleteLine3To4; case i of 1: begin s[Length(s) - 1] := '='; s[Length(s)] := '='; end; 2: begin s[Length(s)] := '='; end; end; OutputString(s); end; function Base64Encode(const s: string): string; var Coder: TIdBase64Encoder; {I do this as a workaround for a bug} Res: string; begin Result := ''; Coder := TIdBase64Encoder.Create(nil); try Coder.AddCRLF := False; Coder.UseEvent := False; Coder.Reset; Coder.CodeString(s); Res := Coder.CompletedInput; Result := Copy(Res, 3, Length(Res)); finally FreeAndNil(Coder); end; end; constructor TIdBase64Decoder.Create; begin inherited Create(AOwner); FCodingTable := Base64CodeTable; end; destructor TIdBase64Decoder.Destroy; begin inherited; end; procedure TIdBase64Decoder.Coder; var s, s1, sOut: string; bCount: LongWord; exWhile: Boolean; begin if FCBufferedData = 0 then Exit; exWhile := False; bCount := FCBufferedData; s1 := Copy(FCBuffer, 1, FCBufferedData); sOut := ''; while not exWhile do begin s := FetchEOL(s1); if Length(s) = 0 then begin s := FetchEOL(s1); end; FCBufferedData := length(s); System.Move(s[1], FCBuffer[1], FCBufferedData); sOut := sOut + CodeLine4To3; if IndyPos(CR, s1) = 0 then begin exWhile := True; end; end; FCBufferedData := length(s1); IncByteCount(bCount - FCBufferedData); if FCBufferedData > 0 then begin System.Move(s1[1], FCBuffer[1], FCBufferedData); end; OutputString(sOut); end; procedure TIdBase64Decoder.CompleteCoding; var s, s1, sOut: string; k: Integer; in1, in2, in3, in4: Byte; y1, y2, y3: Byte; begin fInCompletion := True; if FCBufferedData = 0 then Exit; IncByteCount(FCBufferedData); s1 := Copy(FCBuffer, 1, FCBufferedData); while IndyPos(CR, s1) > 0 do begin sOut := FetchEOL(s1); s1 := sOut + s1; end; while IndyPos(LF, s1) > 0 do begin sOut := FetchEOL(s1); s1 := sOut + s1; end; FCBufferedData := Length(s1); sOut := ''; while length(s1) > 4 do begin s := Copy(s1, 1, 4); s1 := Copy(s1, 5, length(s1)); Code4To3(Byte(s[1]), Byte(s[2]), Byte(s[3]), Byte(s[4]), y1, y2, y3); sOut := sOut + Chr(y1) + Chr(y2) + Chr(y3); end; while (Length(s1) > 0) and (s1[length(s1)] = '=') do begin s1 := Copy(s1, 1, length(s1) - 1); end; k := Length(s1); if k > 0 then begin in3 := Byte(FCodingTable[1]); in4 := Byte(FCodingTable[1]); in1 := Byte(s1[1]); in2 := Byte(s1[2]); case k of 1: begin Code4To3(in1, in2, in3, in4, y1, y2, y3); sOut := sOut + Chr(y1); end; 2: begin in2 := Byte(s1[2]); Code4To3(in1, in2, in3, in4, y1, y2, y3); In2 := GetTableIndex(Chr(In2)); if In2 and 15 = 0 then begin sOut := sOut + Chr(y1); end else begin sOut := sOut + Chr(y1) + Chr(y2); end; end; 3: begin in2 := Byte(s1[2]); In3 := Byte(s1[3]); Code4To3(in1, in2, in3, in4, y1, y2, y3); In3 := GetTableIndex(Chr(In3)); if In3 <= FCodeTableLength shr 2 then begin sOut := sOut + Chr(y1) + Chr(y2); end else begin sOut := sOut + Chr(y1) + Chr(y2) + Chr(In3 shl 6); end; end; 4: begin in2 := Byte(s1[2]); In3 := Byte(s1[3]); In4 := Byte(s1[4]); Code4To3(In1, In2, In3, In4, y1, y2, y3); sOut := sOut + Chr(y1) + Chr(y2) + Chr(y3); end; end; end; OutputString(sOut); FCBufferedData := 0; end; constructor TIdUUEncoder.Create; begin inherited Create(AOwner); FCodingTable := UUCodeTable; FPrivilege := 644; FIsFirstRound := True; FTableNeeded := False; FAddCRLF := True; InternSetBufferSize(61); end; destructor TIdUUEncoder.Destroy; begin inherited; end; procedure TIdUUEncoder.OutputHeader; var s: string; begin if TableNeeded then begin OutputString(UUTable); s := Copy(FCodingTable, 1, FCodeTableLength div 2); OutputString(s); s := Copy(FCodingTable, FCodeTableLength div 2 + 1, FCodeTableLength shl 2); OutputString(s); end; s := UUBegin + IntToStr(FPrivilege) + ' ' + FFileName; OutputString(s); FIsFirstRound := False; end; procedure TIdUUEncoder.SetCodingTable; begin if Length(NewTable) >= FCodeTableLength then begin FCodingTable := Copy(NewTable, 1, FCodeTableLength); end else begin FCodingTable := NewTable + Copy(FCodingTable, FCodeTableLength + 1, FCodeTableLength - Length(NewTable)); end; end; procedure TIdUUEncoder.SetPrivilege(Priv: Integer); begin if (Priv >= minPriv) and (Priv <= maxPriv) then begin FPrivilege := Priv; end; end; procedure TIdUUEncoder.Coder; var s: string; begin if FIsFirstRound then begin OutputHeader; end; IncByteCount(FCBufferedData); s := FCodingTable[FCBufferSize + 1] + CodeLine3To4; OutputString(s); end; procedure TIdUUEncoder.CompleteCoding; var s, s1: string; begin fInCompletion := True; if FIsFirstRound then begin OutputHeader; end; if FCBufferedData = 0 then begin OutputString(FCodingTable[1]); OutputString(UUEnd); Exit; end; IncByteCount(FCBufferedData); s := FCodingTable[FCBufferedData + 1] + CompleteLine3To4; s1 := string(s + CR + LF); OutputString(s1); s1 := string(FCodingTable[1] + CR + LF); OutputString(s1); s1 := string(UUEnd + CR + LF); OutputString(s1); end; constructor TIdUUDecoder.Create; begin inherited Create(AOwner); FCodingTable := UUCodeTable; FPrivilege := 644; FIsFirstRound := True; FErrList := TStringList.Create; FError := False; fInCompletion := False; FCompleted := false; FState := UUStarted; FRealBufferSize := FCBufferSize; InternSetBufferSize(UUInitialLength); end; destructor TIdUUDecoder.Destroy; begin inherited; end; procedure TIdUUDecoder.SetCodingTable; begin if Length(NewTable) >= FCodeTableLength then begin FCodingTable := Copy(NewTable, 1, FCodeTableLength); end else begin FCodingTable := NewTable + Copy(FCodingTable, FCodeTableLength + 1, FCodeTableLength - Length(NewTable)); end; end; procedure TIdUUDecoder.SetPrivilege(Priv: Integer); begin if (Priv >= minPriv) and (Priv <= maxPriv) then begin FPrivilege := Priv; end; end; procedure TIdUUDecoder.CheckForHeader; var i: LongWord; t, b: Integer; s, s1: string; err: Boolean; begin if DataSize = 0 then Exit; s := Copy(FCBuffer, 1, DataSize); case FState of UUStarted: begin i := IndyPos(UUTable, UpperCase(s)); if i > 0 then begin s := Copy(s, i + SizeOf(UUTable), length(s)); s1 := FetchEOL(s); IncByteCount(i + SizeOf(UUTable) + LongWord(Length(s1))); FState := UUTableBegun; OutputNotification(CN_UU_TABLE_FOUND, ''); InternSetBufferSize((FCodeTableLength div 2 + 2)); if Length(s) > 0 then begin CodeString(s); end; end else begin i := IndyPos(UUBegin, UpperCase(s)); if i > 0 then begin s := Copy(s, i + SizeOf(UUBegin) + 1, Length(s)); IncByteCount(i + SizeOf(UUTable) + 1); i := Length(s); s := TrimLeft(s); IncByteCount(i - LongWord(length(s))); FState := UUBEGINFound; OutputNotification(CN_UU_BEGIN_FOUND, ''); InternSetBufferSize(3); FCBufferedData := Length(s); if FCBufferedData > 0 then begin System.Move(s[1], FCBuffer[1], FCBufferedData); end; end else begin if fInCompletion then begin IncByteCount(FCBufferedData); FCBufferedData := 0; end else begin i := Length(s); s := Copy(s, 3, length(s)); t := IndyPos('T', UpperCase(s)); b := IndyPos('B', UpperCase(s)); if t < b then begin if t = 0 then begin if b = 0 then begin s := ''; end else begin s := Copy(s, b, length(s)); end; end else begin s := Copy(s, t, length(s)); end; end else begin if b = 0 then begin if t = 0 then begin FCBufferedData := 0; end else begin s := Copy(s, t, length(s)); end; end else begin s := Copy(s, b, length(s)); end; end; if s <> '' then begin FCBufferedData := Length(s); IncByteCount(i - FCBufferedData); System.Move(s[1], FCBuffer[1], FCBufferedData); end else begin IncByteCount(FCBufferedData); FCBufferedData := 0; end; end; end; end; end; UUTableBegun: begin SetCodingTable(Copy(s, 1, FCodeTableLength div 2)); s := Copy(s, FCodeTableLength div 2 + 1, length(s)); s1 := FetchEOL(s); IncByteCount(length(s1)); FState := UUTableOneLine; FCBufferedData := 0; if Length(s) > 0 then begin CodeString(s); end; end; UUTableOneLine: begin SetCodingTable(Copy(FCodingTable, 1, FCodeTableLength div 2) + Copy(s, 1, FCodeTableLength div 2)); FState := UUTableBeenRead; s := Copy(s, FCodeTableLength div 2 + 1, Length(s)); s1 := FetchEOL(s); IncByteCount(length(s1)); InternSetBufferSize(UUInitialLength); if Length(s) > 0 then begin CodeString(s); end; end; UUTableBeenRead: begin i := IndyPos(UUBEGIN, UpperCase(s)); if i > 0 then begin i := i + 1 + SizeOf(UUBEGIN); s := Copy(s, i, length(s)); IncByteCount(i); FState := UUBEGINFound; OutputNotification(CN_UU_BEGIN_FOUND, ''); InternSetBufferSize(3); i := Length(s); s := TrimLeft(s); IncByteCount(i - LongWord(Length(s))); if Length(s) > 0 then begin CodeString(s); end; end else begin FState := UUStarted; OutputNotification(CN_UU_TABLE_BEGIN_ABORT, ''); FError := True; FErrList.Add(UUErrorNoBEGINAfterTable); end; end; UUBEGINFound: begin if length(s) = 3 then begin err := False; for i := 1 to 3 do begin if not IsNumeric(s[1]) then begin err := True; end; end; if err then begin FError := True; FErrList.Add(UUErrorPivilageNotNumeric); OutputNotification(CN_UU_PRIVILEGE_ERROR, ''); end else begin FPrivilege := StrToInt(s); OutputNotification(CN_UU_PRIVILEGE_FOUND, IntToStr(FPrivilege)); end; end else if length(s) < 3 then begin FError := True; FErrList.Add(UUErrIncompletePrivilege); OutputNotification(CN_UU_PRIVILEGE_ERROR, ''); end else begin FError := True; FErrList.Add(UUErrIncompletePrivilege2); OutputNotification(CN_UU_PRIVILEGE_ERROR, ''); end; FState := UUPrivilegeFound; IncByteCount(3); InternSetBufferSize($FF); end; UUPrivilegeFound: begin i := Length(s); s := TrimLeft(s); IncByteCount(i - LongWord(length(s))); s1 := FetchEOL(s); FFileName := s1; OutputNotification(CN_UU_NEW_FILENAME, FFileName); FIsFirstRound := False; InternSetBufferSize(FRealBufferSize); FCBufferedData := 0; if Length(s) > 0 then begin CodeString(s); end; end; end; end; procedure TIdUUDecoder.Coder; var s, s1: string; outlen, inlen: Integer; begin if FCompleted then Exit; if FIsFirstRound then begin CheckForHeader(FCBufferSize); end else begin s1 := Copy(FCBuffer, 1, FCBufferSize); s := FetchEOL(s1); if Length(s) = 0 then begin s := FetchEOL(s1); end; IncByteCount(length(s)); if FState = UULastCharFound then begin if Copy(s, 1, Length(UUEnd)) = UUEnd then begin OutputNotification(CN_UU_END_FOUND, ''); end else begin end; Reset; end else if s[1] = FCodingTable[1] then begin FState := UULastCharFound; OutputNotification(CN_UU_LAST_CHAR_FOUND, ''); end else begin outlen := GetTableIndex(s[1]); if Outlen = 0 then begin FCompleted := True; end; inLen := outLen div 3 * 4; System.Move(s[2], FCBuffer[1], inLen); IncByteCount(FCBufferedData - LongWord(inLen)); FCBufferedData := inLen; s := CodeLine4To3; OutputString(Copy(s, 1, outLen)); FCBufferedData := Length(s1); if FCBufferedData > 0 then begin System.Move(s1[1], FCBuffer[1], FCBufferedData); end; end; end; end; procedure TIdUUDecoder.CompleteCoding; var s, s1, s2: string; i, j, step, outlen: Integer; begin if FCompleted then Exit; IncByteCount(FCBufferedData); fInCompletion := True; if FIsFirstRound then begin CheckForHeader(FCBufferedData); if (FCBufferedData > 0) and FIsFirstRound then begin CompleteCoding; end; end; if not FIsFirstRound then begin if FCBufferedData = 0 then Exit; s1 := Copy(FCBuffer, 1, FCBufferedData); while s1[1] <> FCodingTable[1] do begin OutLen := GetTableIndex(s1[1]); SetLength(s2, OutLen + 4); s := FetchEOL(s1); s := Copy(s, 2, length(s)); j := 1; i := 1; while i <= length(s) do begin Code4To3(Ord(s[i]), Ord(s[i + 1]), Ord(s[i + 2]), Ord(s[i + 3]), Byte(s2[j]), Byte(s2[j + 1]), Byte(s2[j + 2])); Inc(j, 3); Inc(i, 4); end; step := Length(s) - i; if step >= 1 then begin case step of 1: begin Code4To3(Ord(s[i]), 0, 0, 0, Byte(s2[j]), Byte(s2[j + 1]), Byte(s2[j + 2])); end; 2: begin Code4To3(Ord(s[i]), Ord(s[i + 1]), 0, 0, Byte(s2[j]), Byte(s2[j + 1]), Byte(s2[j + 2])); end; 3: begin Code4To3(Ord(s[i]), Ord(s[i + 1]), Ord(s[i + 2]), 0, Byte(s2[j]), Byte(s2[j + 1]), Byte(s2[j + 2])); end; 4: begin Code4To3(Ord(s[i]), Ord(s[i + 1]), Ord(s[i + 2]), Ord(s[i + 3]), Byte(s2[j]), Byte(s2[j + 1]), Byte(s2[j + 2])); end; end; end; if length(s1) = 0 then begin FErrList.Add(UUErrorDataEndWithoutEND); break; end; OutputString(Copy(s2, 1, outLen)); end; FCBufferedData := 0; end; end; constructor TIdXXEncoder.Create; begin inherited Create(AOwner); FCodingTable := XXCodeTable; end; destructor TIdXXEncoder.Destroy; begin inherited; end; constructor TIdXXDecoder.Create; begin inherited Create(AOwner); FCodingTable := XXCodeTable; end; destructor TIdXXDecoder.Destroy; begin inherited; end; initialization RegisterCoderClass(TIdBase64Encoder, CT_CREATION, CP_STANDARD, '', MIMEEncBase64); RegisterCoderClass(TIdBase64Decoder, CT_REALISATION, CP_STANDARD, '', MIMEEncBase64); RegisterCoderClass(TIdUUEncoder, CT_CREATION, CP_STANDARD, '', MIMEEncUUEncode); RegisterCoderClass(TIdUUDecoder, CT_REALISATION, CP_STANDARD, '', MIMEEncUUEncode); RegisterCoderClass(TIdXXEncoder, CT_CREATION, CP_STANDARD, '', MIMEEncXXEncode); RegisterCoderClass(TIdXXDecoder, CT_REALISATION, CP_STANDARD, '', MIMEEncXXEncode); end.
unit ClassDBF; interface uses Classes, SysUtils, Dialogs; type PFldDesc = ^TFldDesc; TFldDesc = record FldName : array[1..11] of char; FldType : char; FldAddr : word; FldLength : byte; end; THeader = record Compatibility : byte; Rok, Mesiac, Den : byte; Records : Longword; HeaderSize : word; RecordSize : word; Transaction : byte; Encryption : byte; LanguageDriver : byte; FldDescs : TList; end; Tdbf = class private Subor : string; FileStr : TFileStream; Rows : TList; protected function NacitajHeader : THeader; function NacitajFieldDescriptor : TFldDesc; procedure NacitajRecords; procedure Nacitaj; public Header : THeader; function Cells( Row, Col : integer ) : string; constructor Create( iSubor : string ); destructor Destroy; override; end; implementation //============================================================================== //============================================================================== // // Constructor // //============================================================================== //============================================================================== constructor Tdbf.Create( iSubor : string ); begin inherited Create; Subor := iSubor; Rows := TList.Create; Nacitaj; end; //============================================================================== //============================================================================== // // Destructor // //============================================================================== //============================================================================== destructor Tdbf.Destroy; var I : integer; begin for I := 0 to Header.FldDescs.Count-1 do Dispose( PFldDesc( Header.FldDescs[I] ) ); Header.FldDescs.Free; for I := 0 to Rows.Count-1 do FreeMem( Rows.Items[I] , Header.RecordSize ); Rows.Free; inherited; end; //============================================================================== //============================================================================== // // Načítavanie dát zo súboru : // //============================================================================== //============================================================================== function Tdbf.NacitajHeader : THeader; begin with FileStr do begin Read( Result.Compatibility , 1 ); Read( Result.Rok , 1 ); Read( Result.Mesiac , 1 ); Read( Result.Den , 1 ); Read( Result.Records , 4 ); Read( Result.HeaderSize , 2 ); Read( Result.RecordSize , 2 ); Seek( 2 , soFromCurrent ); Read( Result.Transaction , 1 ); Read( Result.Encryption , 1 ); Seek( 13 , soFromCurrent ); Read( Result.LanguageDriver , 1 ); Seek( 2 , soFromCurrent ); end; end; function Tdbf.NacitajFieldDescriptor : TFldDesc; begin with FileStr do begin Read( Result.FldName , 11 ); Read( Result.FldType , 1 ); Read( Result.FldAddr , 2 ); Seek( 2 , soFromCurrent ); Read( Result.FldLength , 1 ); Seek( 15 , soFromCurrent ); end; end; procedure Tdbf.NacitajRecords; var I : integer; P : pointer; begin for I := 0 to Header.Records-1 do begin GetMem( P , Header.RecordSize ); Rows.Add( P ); FileStr.Read( P^ , Header.RecordSize ); end; end; procedure Tdbf.Nacitaj; var PNewFldDesc : PFldDesc; Koniec : byte; begin FileStr := TFileStream.Create( Subor , fmOpenRead ); //Načítanie hlavičky a popisu jednotlivých polí (Field descriptors) Header := NacitajHeader; Header.FldDescs := TList.Create; repeat New( PNewFldDesc ); PNewFldDesc^ := NacitajFieldDescriptor; Header.FldDescs.Add( PNewFldDesc ); until FileStr.Position >= Header.HeaderSize-1; FileStr.Read( Koniec , 1 ); if Koniec <> $0D then begin MessageDlg( 'Nebol nájdený koniec hlavičky!' , mtError , [mbOK] , 0 ); FileStr.Free; Exit; end; //Načítanie tabuľky NacitajRecords; FileStr.Free; end; //============================================================================== //============================================================================== // // Prístup k jednotlivým bunkám // //============================================================================== //============================================================================== function Tdbf.Cells( Row, Col : integer ) : string; var I : integer; P : pointer; S : string; begin P := Rows.Items[Row-1]; P := Ptr( LongWord( P ) + TFldDesc( Header.FldDescs.Items[Col-1]^ ).FldAddr ); Result := ''; for I := 1 to TFldDesc( Header.FldDescs.Items[Col-1]^ ).FldLength do Result := Result + Char( Ptr( LongWord( P ) + LongWord( I - 1 ) )^ ); //Formátovanie stringu : if TFldDesc( Header.FldDescs.Items[Col-1]^ ).FldType = 'C' then begin S := Result; Result := ''; I := 1; while (S[I] = ' ') and (I < Length(S)) do Inc( I ); while (S[I] <> ' ') and (I <= Length(S)) do begin Result := Result + S[I]; Inc( I ); end; end; //Formátovanie floatu : if TFldDesc( Header.FldDescs.Items[Col-1]^ ).FldType = 'N' then begin S := Result; Result := ''; I := 1; while (S[I] = ' ') and (I < Length(S)) do Inc( I ); while (S[I] <> '.') and (I <= Length(S)) do begin Result := Result + S[I]; Inc( I ); end; if I > Length(S) then exit; Result := Result + ','; Inc( I ); while I <= Length( S ) do begin Result := Result + S[I]; Inc( I ); end; end; //Formátovanie dátumu : if TFldDesc( Header.FldDescs.Items[Col-1]^ ).FldType = 'D' then begin S := Result; Result := Copy( S , 7 , 2 ) + '.' + Copy( S , 5 , 2 ) + '.' + Copy( S , 1 , 4 ); end; end; end.
unit UpdateBDEParametersUnit; interface uses BDE, DBTables, Classes, SysUtils, Forms, Dialogs, DB; Procedure UpdateBDEParameters(Application : TApplication); const DBASEVERSION = '\DRIVERS\DBASE\INIT\;VERSION'; DBASETYPE = '\DRIVERS\DBASE\INIT\;TYPE'; DBASELANGDRIVER = '\DRIVERS\DBASE\INIT\;LANGDRIVER'; DBASELEVEL = '\DRIVERS\DBASE\TABLE CREATE\;LEVEL'; DBASEMDXBLOCKSIZE = '\DRIVERS\DBASE\TABLE CREATE\;MDX BLOCK SIZE'; DBASEMEMOFILEBLOCKSIZE = '\DRIVERS\DBASE\TABLE CREATE\;MEMO FILE BLOCK SIZE'; AUTOODBC = '\SYSTEM\INIT\;AUTO ODBC'; DATAREPOSITORY = '\SYSTEM\INIT\;DATA REPOSITORY'; DEFAULTDRIVER = '\SYSTEM\INIT\;DEFAULT DRIVER'; LANGDRIVER = '\SYSTEM\INIT\;LANGDRIVER'; LOCALSHARE = '\SYSTEM\INIT\;LOCAL SHARE'; LOWMEMORYUSAGELIMIT = '\SYSTEM\INIT\;LOW MEMORY USAGE LIMIT'; MAXBUFSIZE = '\SYSTEM\INIT\;MAXBUFSIZE'; MAXFILEHANDLES = '\SYSTEM\INIT\;MAXFILEHANDLES'; MEMSIZE = '\SYSTEM\INIT\;MEMSIZE'; MINBUFSIZE = '\SYSTEM\INIT\;MINBUFSIZE'; MTSPOOLING = '\SYSTEM\INIT\;MTS POOLING'; SHAREDMEMLOCATION = '\SYSTEM\INIT\;SHAREDMEMLOCATION'; SHAREDMEMSIZE = '\SYSTEM\INIT\;SHAREDMEMSIZE'; SQLQRYMODE = '\SYSTEM\INIT\;SQLQRYMODE'; SYSFLAGS = '\SYSTEM\INIT\;SYSFLAGS'; VERSION = '\SYSTEM\INIT\;VERSION'; implementation {===================================================} Function SetConfigParameter( Param : string; Value : string; var ResultMsg : String) : Boolean; var hCur: hDBICur; rslt: DBIResult; Config: CFGDesc; Path, Option: String; Temp: array[0..255] of char; TempStr : String; I : Integer; Successful : Boolean; begin hCur := nil; Successful := True; try If (Pos(';', Param) = 0) then raise EDatabaseError.Create('Invalid parameter passed to' + 'function. There must be a semicolon delimited sting passed'); Path := Copy(Param, 0, Pos(';', Param) - 1); Option := Copy(Param, Pos(';', Param) + 1, Length(Param) - Pos(';', Param)); Check(DbiOpenCfgInfoList(nil, dbiREADWRITE, cfgPERSISTENT, StrPCopy(Temp, Path), hCur)); Check(DbiSetToBegin(hCur)); repeat rslt := DbiGetNextRecord(hCur, dbiNOLOCK, @Config, nil); If (rslt = DBIERR_NONE) then begin TempStr := StrPas(Config.szNodeName); If (StrPas(Config.szNodeName) = Option) then begin {To set the value, copy in byte by byte and make the following byte null.} For I := 0 to (Length(Value) - 1) do Config.szValue[I] := Value[I + 1]; Config.szValue[Length(Value)] := #0; rslt := dbiModifyRecord(hCur, @Config, True); Successful := (Rslt = DBIERR_NONE); end; {If (StrPas(Config.szNodeName) = Option)} end else If (rslt <> DBIERR_EOF) then Check(rslt); until (rslt <> DBIERR_NONE); finally If (hCur <> nil) then Check(DbiCloseCursor(hCur)); end; If Successful then TempStr := 'was' else TempStr := 'was not'; ResultMsg := 'The BDE parameter ' + Option + ' ' + TempStr + ' successfully set to ' + Value; Result := Successful; end; {SetConfigParameter} {===================================================} Function SetBDEConfigParameter( ParameterName : String; ParameterValue : String; var ResultMsg : String) : Boolean; var ParameterPath : String; begin ParameterName := ANSIUpperCase(ParameterName); If (ParameterName = 'DBASEVERSION') then ParameterPath := DBASEVERSION; If (ParameterName = 'DBASETYPE') then ParameterPath := DBASETYPE; If (ParameterName = 'DBASELANGDRIVER') then ParameterPath := DBASELANGDRIVER; If (ParameterName = 'DBASELEVEL') then ParameterPath := DBASELEVEL; If (ParameterName = 'DBASEMDXBLOCKSIZE') then ParameterPath := DBASEMDXBLOCKSIZE; If (ParameterName = 'DBASEMEMOFILEBLOCKSIZE') then ParameterPath := DBASEMEMOFILEBLOCKSIZE; If (ParameterName = 'AUTOODBC') then ParameterPath := AUTOODBC; If (ParameterName = 'DATAREPOSITORY') then ParameterPath := DATAREPOSITORY; If (ParameterName = 'DEFAULTDRIVER') then ParameterPath := DEFAULTDRIVER; If (ParameterName = 'LANGDRIVER') then ParameterPath := LANGDRIVER; If (ParameterName = 'LOCALSHARE') then ParameterPath := LOCALSHARE; If (ParameterName = 'LOWMEMORYUSAGELIMIT') then ParameterPath := LOWMEMORYUSAGELIMIT; If (ParameterName = 'MAXBUFSIZE') then ParameterPath := MAXBUFSIZE; If (ParameterName = 'MAXFILEHANDLES') then ParameterPath := MAXFILEHANDLES; If (ParameterName = 'MEMSIZE') then ParameterPath := MEMSIZE; If (ParameterName = 'MINBUFSIZE') then ParameterPath := MINBUFSIZE; If (ParameterName = 'MTSPOOLING') then ParameterPath := MTSPOOLING; If (ParameterName = 'SHAREDMEMLOCATION') then ParameterPath := SHAREDMEMLOCATION; If (ParameterName = 'SHAREDMEMSIZE') then ParameterPath := SHAREDMEMSIZE; If (ParameterName = 'SQLQRYMODE') then ParameterPath := SQLQRYMODE; If (ParameterName = 'SYSFLAGS') then ParameterPath := SYSFLAGS; If (ParameterName = 'VERSION') then ParameterPath := VERSION; If (Trim(ParameterPath) <> '') then Result := SetConfigParameter(ParameterPath, ParameterValue, ResultMsg) else Result := False; end; {SetBDEConfigParameter} {$H+} {===========================================================================} Function StripLeadingAndEndingDuplicateChar(TempStr : String; CharToStrip : Char) : String; begin Result := TempStr; If ((Length(Result) > 1) and (Result[1] = CharToStrip) and (Result[Length(Result)] = CharToStrip)) then begin Delete(Result, Length(Result), 1); Delete(Result, 1, 1); end; end; {StripLeadingAndEndingDuplicateChar} {$H-} {$H+} {===========================================================================} Procedure ParseCommaDelimitedStringIntoFields(TempStr : String; FieldList : TStringList; CapitalizeStrings : Boolean); var InEmbeddedQuote : Boolean; CurrentField : String; I : Integer; begin FieldList.Clear; InEmbeddedQuote := False; CurrentField := ''; For I := 1 to Length(TempStr) do begin If (TempStr[I] = '"') then InEmbeddedQuote := not InEmbeddedQuote; {New field if we have found comma and we are not in an embedded quote.} If ((TempStr[I] = ',') and (not InEmbeddedQuote)) then begin {If the field starts and ends with a double quote, strip it.} CurrentField := StripLeadingAndEndingDuplicateChar(CurrentField, '"'); If CapitalizeStrings then CurrentField := ANSIUpperCase(CurrentField); FieldList.Add(CurrentField); CurrentField := ''; end else CurrentField := CurrentField + TempStr[I]; end; {For I := 1 to Length(TempStr) do} CurrentField := StripLeadingAndEndingDuplicateChar(CurrentField, '"'); If CapitalizeStrings then CurrentField := ANSIUpperCase(CurrentField); FieldList.Add(CurrentField); end; {ParseCommaDelimitedStringIntoFields} {$H-} {================================================================================} Procedure UpdateBDEParameters(Application : TApplication); var ParameterFile : TextFile; FieldList : TStringList; TempStr, ResultMsg, AppPath : String; Done : Boolean; begin Done := False; FieldList := TStringList.Create; AppPath := ExtractFilePath(ExpandFileName(Application.ExeName)); try AssignFile(ParameterFile, AppPath + 'WorkstationParameters.txt'); Reset(ParameterFile); repeat Readln(ParameterFile, TempStr); If EOF(ParameterFile) then Done := True; ParseCommaDelimitedStringIntoFields(TempStr, FieldList, False); If (FieldList.Count > 0) then SetBDEConfigParameter(FieldList[0], FieldList[1], ResultMsg); until Done; CloseFile(ParameterFile); except end; FieldList.Free; end; {UpdateBDEParameters} end.
unit u_xpl_event; {============================================================================== UnitName = uxPLEvent UnitDesc = xPL timer management object and function UnitCopyright = GPL by Clinique / xPL Project ============================================================================== 0.90 : Initial version 0.91 : Modification to stick to timer.basic schema as described in xpl website 0.92 : Removed XMLCfg usage, use u_xml instead 0.93 : Still a lot of things to clean up this code... } {$mode objfpc}{$M+}{$H+} interface uses Controls, ExtCtrls, Classes, u_xpl_custom_message, FPTimer, u_xPL_Address , ComCtrls , u_xpl_timer , JvScheduledEvents , u_xpl_actionlist ; { TxPLEventCollectionItem } { TxPLEvent } (* TxPLEvent = class(TCollectionItem) protected fName : string; fEventType : string; fEnabled : boolean; fNextExecution : TDateTime; (* fActionList : TXMLActionsType; fCfgEntry : TDOMElement;*) public constructor Create(aOwner: TCollection); override; procedure InitComponent(const aMsg : TxPLMessage); // constructor Create(const aCfgEntry : TDOMElement); // constructor Create(const aName : string; const aEnabled : boolean; const aNext : TDateTime); // function WriteToXML : boolean; virtual; // procedure ReadFromXML; virtual; abstract; function Edit : boolean; virtual; abstract; procedure Check(bAndFire : boolean =true); virtual; procedure Fire; virtual; abstract; function Over : boolean; function EnabledAsString : string; published property Name : string read fName write fName; property Next : TDateTime read fNextExecution write fNextExecution; property Enabled : boolean read fEnabled write fEnabled; property TypeAsString : string read fEventType; (* property ActionList : TXMLActionsType read fActionList;*) end; { TxPLEventList } TxPLEventList = class(TStringList) private aMessage : TxPLMessage; fGrid : TListView; fSysTimer : TfpTimer; // fCfgEntry : TXMLLocalsType; function GetEvent(Index : integer): TxPLEvent; public constructor Create(const aClient : TxPLListener; const aGrid : TListView); destructor Destroy; override; // procedure ReadFromXML(const aCfgfile : TXMLLocalsType); procedure Check(Sender: TObject); procedure ToGrid(const anItem : integer); function Add(const S: string; const anEvent : TxPLEvent): Integer; overload; procedure Edit(const S: string); procedure Delete(aEvent : TxPLEvent); overload; procedure Delete(Index: Integer); override; // property CfgEntry : TXMLLocalsType read fCfgEntry; property Events[Index : integer] : TxPLEvent read GetEvent; end; { TxPLSingleEvent } TxPLSingleEvent = class(TxPLEvent) protected fSingleEvent : boolean; fDescription : widestring; public constructor Create(aOwner: TCollection); override; procedure InitComponent(const aMsg : TxPLMessage); // constructor Create(const aCfgEntry : TDOMElement); constructor Create(const aName: string; const bEnabled : boolean; const dtNext : TDateTime); // function WriteToXML : boolean; override; // procedure ReadFromXML; override; function Edit : boolean; override; procedure Fire; override; published property IsSingleEvent : boolean read fSingleEvent; property Description : widestring read fDescription write fDescription; end; TxPLEventRecurrenceType = ( er_Daily, er_Weekly, er_Monthly); { TxPLEventList } { TxPLRecurEvent } TxPLRecurEvent = class(TxPLSingleEvent) protected fRecurrenceType : TxPLEventRecurrenceType; fStartInDay : TTime; fStopInDay : TTime; fRandom : integer; // In seconds fInterval : integer; // In seconds fDayRecurrence : integer; fWeekMap : string; // Something like : 111111 function GetRecurrence : string; procedure SetRecurrence (const aRecurr: string); public // constructor Create(const aCfgEntry : TDOMElement); //(const aMsg : TxPLMessage); constructor Create(aOwner: TCollection); override; procedure InitComponent(const aMsg : TxPLMessage); property RecurrenceAsString : string read Getrecurrence write SetRecurrence; property StartInDay : TTime read fStartInDay write fStartInDay; property StopInDay : TTime read fStopInDay write fStopInDay; property DayRecurrence : integer read fDayRecurrence write fDayRecurrence; property Random : integer read fRandom write fRandom; property Interval : integer read fInterval write fInterval; property RecurrenceType : TxPLEventRecurrenceType read fRecurrenceType write fRecurrenceType; property WeekMap : string read fWeekMap write fWeekMap; // function WriteToXML : boolean; override; // procedure ReadFromXML; override; function Edit : boolean; override; procedure Check(bAndFire : boolean =true); override; end; *) implementation //======================================================================== uses SysUtils, strUtils, DateUtils , LResources , cRandom ; { TxPLEventCollectionItem } (*procedure TxPLEventCollectionItem.ReadActions(Reader: Treader); var s : string; begin Reader.ReadListBegin; Reader.ReadComponent(fActions); Reader.ReadListEnd; end; procedure TxPLEventCollectionItem.WriteActions(Writer: Twriter); var i : integer; begin Writer.WriteListBegin; Writer.WriteComponent(fActions); Writer.WriteListEnd; end; procedure TxPLEventCollectionItem.DefineProperties(Filer: TFiler); begin inherited DefineProperties(Filer); Filer.DefineProperty('Actions', @ReadActions, @WriteActions, True); end;*) { TxPLEvent =============================================================================} (*constructor TxPLEvent.Create(aOwner : TCollection); begin inherited; end; constructor TxPLEvent.Create(const aName: string; const aEnabled: boolean; const aNext: TDateTime); begin inherited Create(nil); fName := aName; fEnabled := aEnabled; fNextExecution := aNext; end; constructor TxPLEvent.Create(const aCfgEntry: TDOMElement); begin Create('', true, now); fCfgEntry := aCfgEntry; fActionList := TXMLActionsType.Create(fCfgEntry,'action',K_XML_STR_Display_name); end; procedure TxPLEvent.Check(bAndFire: boolean); begin if not (Over and Enabled) then exit; Enabled := false; if bAndFire then Fire; end; function TxPLEvent.Over: boolean; begin result := (next <= now()); end; function TxPLEvent.EnabledAsString: string; begin Result := Ifthen(Enabled,'Yes','No'); end; function TxPLEventList.GetEvent(Index : integer): TxPLEvent; begin result := TxPLEvent(Objects[Index]); end; { TxPLEventList ========================================================================} constructor TxPLEventList.Create(const aClient : TxPLListener; const aGrid : TListView); begin inherited Create; fSysTimer := TfpTimer.Create(nil); fSysTimer.Interval := 1000; fSysTimer.Enabled := False; fSysTimer.OnTimer := @Check; aMessage := TxPLMessage.Create; aMessage.MessageType:= K_MSG_TYPE_CMND; aMessage.Schema.RawxPL := K_SCHEMA_TIMER_BASIC; aMessage.Target.IsGeneric:=true; fGrid := aGrid; end; procedure TxPLEventList.ReadFromXML(const aCfgfile : TXMLLocalsType); var i : integer; anEvent : TxPLSingleEvent; aRecur : TxPLRecurEvent; begin fCfgEntry := aCfgFile; self.Clear; for i:=0 to fCfgEntry.Count-1 do begin anEvent := TxPLSingleEvent.Create(fCfgEntry[i]); //(aMessage); anEvent.ReadFromXML; //(aCfgFile[i]); if anEvent.IsSingleEvent then if anEvent.Over then anEvent.Destroy else Objects[Add(anEvent.Name)] := anEvent else begin anEvent.Destroy; aRecur := TXPLRecurEvent.Create(fCfgEntry[i]); //(aMessage); aRecur.ReadFromXML; //(aCfgfile[i]); Objects[Add(aRecur.Name)] := aRecur; end; end; fSysTimer.Enabled := (Count>0); end; procedure TxPLEventList.ToGrid(const anItem : integer); var item : tListItem; anEvent : TxPLEvent; begin if fGrid.items.Count<=anItem then begin item := fGrid.Items.Add ; item.SubItems.Add(''); // Name item.SubItems.Add(''); // Type item.SubItems.Add(''); // Next Runing time end else item := fGrid.Items[anItem]; anEvent := TxPLEvent(Objects[anItem]); item.Caption := anEvent.Name; item.SubItems[0] := anEvent.TypeAsString; item.SubItems[1] := DateTimeToStr(anEvent.Next); item.SubItems[2] := anEvent.EnabledAsString; item.Data := anEvent; end; function TxPLEventList.Add(const S: string; const anEvent : TxPLEvent): Integer; begin if IndexOf(s)=-1 then begin Result:=inherited Add(S); Objects[Result] := anEvent; end else Result := -1; fSysTimer.Enabled := (Count>0); end; procedure TxPLEventList.Edit(const S: string); var i: integer; sEvent : TxPLEvent; begin i := IndexOf(s); if i=-1 then exit; sEvent := TxPLEvent(Objects[i]); sEvent.Edit; end; procedure TxPLEventList.Delete(aEvent: TxPLEvent); var itemnum : integer; begin itemnum := IndexOf(aEvent.name); if itemnum=-1 then exit; Delete(itemnum); end; procedure TxPLEventList.Delete(Index: Integer); var node : TDomNode; begin node := Events[Index].fCfgEntry; if node<>nil then Self.fCfgEntry.RootNode.DetachChild(node); inherited Delete(Index); fSysTimer.Enabled := (Count>0); fGrid.Items[index].Delete ; end; procedure TxPLEventList.Check(Sender: TObject); var i : integer; aGenericEvent : TxPLEvent; begin i := Count-1; repeat aGenericEvent := Events[i]; aGenericEvent.Check; if aGenericEvent.Over then Delete(i) else ToGrid(i); dec(i); until ((i<0) or (count=0)); end; { TxPLSingleEvent ========================================================================} constructor TxPLSingleEvent.Create(const aName: string; const bEnabled : boolean; const dtNext : TDateTime); begin inherited Create(aName, bEnabled, dtNext); fSingleEvent := True; fEventType := 'Single'; fDescription := ''; end; constructor TxPLSingleEvent.Create(const aCfgEntry: TDOMElement); //(const aMsg : TxPLMessage); begin Create('', true, now); fCfgEntry := aCfgEntry; fActionList := TXMLActionsType.Create(fCfgEntry,'action',K_XML_STR_Display_name); end; function TxPLSingleEvent.Edit: boolean; var aForm : TfrmxPLSingleEvent; begin aForm := TfrmxPLSingleEvent.Create(self); result := (aForm.ShowModal = mrOk); if result then WriteToXML; aForm.Destroy; end; procedure TxPLSingleEvent.Fire; var i : integer; aMessage : TxPLMessage; begin if ActionList.Count=0 then xPLClient.SendMessage(K_MSG_TYPE_TRIG,'*',K_SCHEMA_TIMER_BASIC,['device','current'],[fName,'fired']) else for i := 0 to ActionList.Count-1 do begin aMessage := TxPLMessage.Create; aMessage.ReadFromXML(ActionList[i]); xPLClient.Send(aMessage); aMessage.Destroy; end; end; (*function TxPLSingleEvent.WriteToXML : boolean; begin fCfgEntry.SetAttribute('name' , Name); fCfgEntry.SetAttribute('next' , DateTimeToStr(Next)); fCfgEntry.SetAttribute('enabled' , EnabledAsString); fCfgEntry.SetAttribute('issingle' , Ifthen(IsSingleEvent,'Yes','No')); fCfgEntry.SetAttribute('description' , fDescription); result := true; end; procedure TxPLSingleEvent.ReadFromXML; begin Name := fCfgEntry.GetAttribute('name'); Next := StrToDateTime(fCfgEntry.GetAttribute('next')); Enabled := (fCfgEntry.GetAttribute('enabled')='Yes'); fSingleEvent := (fCfgEntry.GetAttribute('issingle')='Yes'); fDescription := fCfgEntry.GetAttribute('description'); Check(false); // This is done to recalc the event when loaded without firing it end;*) constructor TxPLRecurEvent.Create(const aCfgEntry : TDOMElement); //(const aMsg : TxPLMessage); begin inherited; // Create; fRecurrenceType := er_Daily; fStartInDay := now; fStopInDay := IncMinute(fStartInDay,60); fRandom := 0; fInterval := 60; fDayRecurrence := 1; fSingleEvent:= false; // this is a recurrent event fEventType := 'Recurrent'; fWeekMap := '1111111'; Next := 0; fCfgEntry := aCfgEntry; fActionList := TXMLActionsType.Create(fCfgEntry,'action',K_XML_STR_Display_name); end; function TxPLRecurEvent.Edit: boolean; var aForm : TfrmxPLRecurEvent; begin aForm := TfrmxPLRecurEvent.Create(self); result := (aForm.ShowModal = mrOk); if result then begin WriteToXML; Next := 0; // FS#27 Reset next run time to force recompute Check(false); // FS#29 False added to avoid launch of the event when creating it end; aForm.Destroy; end; procedure TxPLRecurEvent.Check(bAndFire : boolean =true); function GetRandomDelta : integer; begin if RandomBoolean then result := -1 * RandomInt64(fRandom) else result := 1 * RandomInt64(fRandom); end; var aTime : TDateTime; dow, delta : integer; begin if (not Enabled) or (Next > Now) then exit; case fRecurrenceType of er_Daily : begin aTime := fStartInDay; // Compute target event time if aTime < Now then aTime := Now; aTime := IncSecond(aTime,fInterval + GetRandomDelta); if aTime > fStopInDay then begin // If the target is not in the window then report it on next ReplaceDate(aTime,IncDay(aTime,fDayRecurrence)); // possible day ReplaceTime(aTime,fStartInDay); aTime := IncSecond(aTime,fInterval + GetRandomDelta); // Correction of bug FS#20 end; end; er_Weekly : begin aTime := Now; ReplaceTime(aTime,fStartInDay); aTime := IncSecond(aTime,GetRandomDelta); // Enhancement FS#23 Delta := 0; if aTime < Now then begin // if passed then shift it repeat // seek next appliable day; inc(delta); Dow := DayOfTheWeek(IncDay(aTime,delta)); if Dow = 1 then delta := delta + (fDayRecurrence-1)*7; until fWeekMap[Dow] = '1'; aTime := IncDay(aTime,delta); end else begin Dow := DayOfTheWeek(aTime); if fWeekMap[Dow] ='0' then begin // if today is not appliable then shift it repeat // seek next appliable day; inc(delta); Dow := DayOfTheWeek(IncDay(aTime,delta)); if Dow = 1 then delta := delta + (fDayRecurrence-1)*7; until fWeekMap[Dow] = '1'; aTime := IncDay(aTime,delta); end; end; end; er_Monthly : begin end; end; Next := aTime; if bAndFire then Fire; end; function TxPLRecurEvent.GetRecurrence : string; begin case fRecurrenceType of er_Daily : result := 'Daily'; er_Weekly : result := 'Weekly'; er_Monthly : result := 'Monthly'; end; end; procedure TxPLRecurEvent.SetRecurrence(const aRecurr: string); begin fRecurrenceType := er_Daily; if aRecurr = 'Monthly' then fRecurrenceType := er_Monthly; if aRecurr = 'Weekly' then fRecurrenceType := er_Weekly; end; (*function TxPLRecurEvent.WriteToXML : boolean; begin inherited; // WriteToXML; //(aCfgfile); fCfgEntry.SetAttribute('recurrence' , RecurrenceAsString); fCfgEntry.SetAttribute('startinday' , DateTimeToStr(fStartInDay)); fCfgEntry.SetAttribute('stopinday' , DateTimeToStr(fStopInDay)); fCfgEntry.SetAttribute('random' , IntToStr(fRandom)); fCfgEntry.SetAttribute('interval' , IntToStr(fInterval)); fCfgEntry.SetAttribute('dayrecurrence' , IntToStr(fDayRecurrence)); fCfgEntry.SetAttribute('weekmap' , fWeekMap); Result := true; end; procedure TxPLRecurEvent.ReadFromXML; begin RecurrenceAsString := fCfgEntry.GetAttribute('recurrence'); fStartInDay := StrToDateTime(fCfgEntry.GetAttribute('startinday')); fStopInDay := StrToDateTime(fCfgEntry.GetAttribute('stopinday')); fRandom := StrToInt(fCfgEntry.GetAttribute('random')); fInterval := StrToInt(fCfgEntry.GetAttribute('interval')); fDayRecurrence := StrToInt(fCfgEntry.GetAttribute('dayrecurrence')); fWeekMap := fCfgEntry.GetAttribute('weekmap'); fCfgEntry := fCfgEntry; inherited; end;*) *) end.
{** * @Author: Du xinming * @Contact: QQ<36511179>; Email<lndxm1979@163.com> * @Version: 0.0 * @Date: 2018.10 * @Brief: *} unit org.algorithms.queue; interface uses WinApi.Windows, org.algorithms; type TQueueType = (qtLinked, qtFixed, qtFlexible); TLinkedItem<T> = class private FNext: TLinkedItem<T>; FValue: T; FValueNotify: TValueNotify<T>; public constructor Create; destructor Destroy; override; property Value: T read FValue write FValue; {$IfDef TEST_ALGORITHMS} property Next: TLinkedItem<T> read FNext; {$Endif} end; TLinkedQueue<T> = class private FCS: TRtlCriticalSection; FHead: TLinkedItem<T>; FTail: TLinkedItem<T>; FCount: Integer; FValueNotify: TValueNotify<T>; public constructor Create; destructor Destroy; override; function Dequeue: TLinkedItem<T>; function Empty: Boolean; procedure Enqueue(AItem: TLinkedItem<T>; FromHead: Boolean = False); procedure Clear; property Count: Integer read FCount; property OnValueNotify: TValueNotify<T> read FValueNotify write FValueNotify; {$IfDef TEST_ALGORITHMS} property Head: TLinkedItem<T> read FHead; {$Endif} end; TFixedQueue<T> = class public type TArryOfT = array of T; private FCS: TRtlCriticalSection; FCapacity: Integer; FCount: Integer; FItemArray: TArryOfT; FPushIndex: Integer; FPopIndex: Integer; FItemNotify: TValueNotify<T>; function GetCount: Integer; public constructor Create(Capacity: Integer); destructor Destroy; override; procedure Clear; procedure Lock; procedure Unlock; function Dequeue: T; function DequeueEx: T; procedure Enqueue(Item: T); virtual; procedure EnqueueEx(Item: T); virtual; function Empty: Boolean; function GetValue(Index: Integer): T; property Count: Integer read GetCount; property Capacity: Integer read FCapacity; property OnItemNotify: TValueNotify<T> read FItemNotify write FItemNotify; {$IfDef TEST_ALGORITHMS} property PopIndex: Integer read FPopIndex; property PushIndex: Integer read FPushIndex; property ItemArray: TArryOfT read FItemArray; {$Endif} end; TFlexibleQueue<T> = class(TFixedQueue<T>) public procedure Enqueue(Item: T); override; procedure EnqueueEx(Item: T); override; end; const QUEUE_TYPE_DESC: array [TQueueType] of string = ( '链式', '定长', '变长' ); implementation { TLinkedItem<T> } constructor TLinkedItem<T>.Create; begin end; destructor TLinkedItem<T>.Destroy; begin if Assigned(FValueNotify) then FValueNotify(FValue, atDelete); inherited; end; { TLinkedQueue<T> } procedure TLinkedQueue<T>.Clear; var AItem: TLinkedItem<T>; begin while FCount > 0 do begin AItem := Dequeue(); AItem.Free(); end; FHead := nil; FTail := nil; end; constructor TLinkedQueue<T>.Create; begin InitializeCriticalSection(FCS); FHead := nil; FTail := nil; end; function TLinkedQueue<T>.Dequeue: TLinkedItem<T>; begin EnterCriticalSection(FCS); try if FCount = 0 then Result := nil else begin Result := FHead; FHead := FHead.FNext; Result.FNext := nil; if FHead = nil then FTail := nil; Dec(FCount); end; finally LeaveCriticalSection(FCS); end; end; destructor TLinkedQueue<T>.Destroy; begin Clear(); DeleteCriticalSection(FCS); inherited; end; function TLinkedQueue<T>.Empty: Boolean; begin Result := FCount = 0; end; procedure TLinkedQueue<T>.Enqueue(AItem: TLinkedItem<T>; FromHead: Boolean); begin AItem.FValueNotify := FValueNotify; EnterCriticalSection(FCS); try if FCount = 0 then begin FHead := AItem; FTail := AItem; end else begin if not FromHead then begin FTail.FNext := AItem; FTail := AItem; end else begin AItem.FNext := FHead; FHead := AItem; end; end; Inc(FCount); finally LeaveCriticalSection(FCS); end; end; { TFixedQueue<T> } procedure TFixedQueue<T>.Clear; var Item: T; begin while FCount > 0 do begin Item := Dequeue(); if Assigned(FItemNotify) then FItemNotify(Item, atDelete); end; end; constructor TFixedQueue<T>.Create(Capacity: Integer); begin InitializeCriticalSection(FCS); FCapacity := Capacity; SetLength(FItemArray, FCapacity); FCount := 0; FPushIndex := 0; FPopIndex := 0; end; function TFixedQueue<T>.Dequeue: T; begin Result := Default(T); EnterCriticalSection(FCS); try if FCount > 0 then begin Result := FItemArray[FPopIndex]; Inc(FPopIndex); if FPopIndex = FCapacity then FPopIndex := 0; Dec(FCount); end; finally LeaveCriticalSection(FCS); end; end; function TFixedQueue<T>.DequeueEx: T; begin Result := Default(T); if FCount > 0 then begin Result := FItemArray[FPopIndex]; Inc(FPopIndex); if FPopIndex = FCapacity then FPopIndex := 0; Dec(FCount); end; end; destructor TFixedQueue<T>.Destroy; begin Clear(); DeleteCriticalSection(FCS); inherited; end; function TFixedQueue<T>.Empty: Boolean; begin Result := FCount = 0; end; procedure TFixedQueue<T>.Enqueue(Item: T); begin EnterCriticalSection(FCS); try FItemArray[FPushIndex] := Item; Inc(FCount); Inc(FPushIndex); // 添加后未达当前容量 if FCount < FCapacity then begin if FPushIndex = FCapacity then FPushIndex := 0; end // 添加前容量未满,添加后容量满。下次添加时将覆盖最先入队的元素 else if FCount = FCapacity then begin FPushIndex := FPopIndex; end // 添加前容量已满。更新PopIndex和PushIndex else begin FCount := FCapacity; if FPushIndex = FCapacity then FPushIndex := 0; FPopIndex := FPushIndex; end; finally LeaveCriticalSection(FCS); end; end; procedure TFixedQueue<T>.EnqueueEx(Item: T); begin FItemArray[FPushIndex] := Item; Inc(FCount); Inc(FPushIndex); // 添加后未达当前容量 if FCount < FCapacity then begin if FPushIndex = FCapacity then FPushIndex := 0; end // 添加前容量未满,添加后容量满。下次添加时将覆盖最先入队的元素 else if FCount = FCapacity then begin FPushIndex := FPopIndex; end // 添加前容量已满。更新PopIndex和PushIndex else begin FCount := FCapacity; if FPushIndex = FCapacity then FPushIndex := 0; FPopIndex := FPushIndex; end; end; function TFixedQueue<T>.GetCount: Integer; begin EnterCriticalSection(FCS); try Result := FCount; finally LeaveCriticalSection(FCS); end; end; function TFixedQueue<T>.GetValue(Index: Integer): T; var I: Integer; begin Result := Default(T); EnterCriticalSection(FCS); try if (Index >= 0) and (Index < FCount) then begin I := FPopIndex + Index; if I < FCapacity then Result := FItemArray[I] else Result := FItemArray[I - FCapacity]; end; finally LeaveCriticalSection(FCS); end; end; procedure TFixedQueue<T>.Lock; begin EnterCriticalSection(FCS); end; procedure TFixedQueue<T>.Unlock; begin LeaveCriticalSection(FCS); end; { TFlexibleQueue<T> } procedure TFlexibleQueue<T>.Enqueue(Item: T); var PrevCapacity: Integer; begin EnterCriticalSection(FCS); try FItemArray[FPushIndex] := Item; Inc(FCount); Inc(FPushIndex); if FCount < FCapacity then begin if FPushIndex = FCapacity then FPushIndex := 0; end // 添加前容量未满,添加后容量满。需扩容 else if FCount = FCapacity then begin PrevCapacity := FCapacity; FCapacity := FCapacity * 2; SetLength(FItemArray, FCapacity); if FPushIndex < PrevCapacity then begin Move(FItemArray[FPopIndex], FItemArray[FPopIndex + PrevCapacity], (PrevCapacity - FPopIndex) * SizeOf(T)); FPopIndex := FPopIndex + PrevCapacity; end; end; finally LeaveCriticalSection(FCS); end; end; procedure TFlexibleQueue<T>.EnqueueEx(Item: T); var PrevCapacity: Integer; begin FItemArray[FPushIndex] := Item; Inc(FCount); Inc(FPushIndex); if FCount < FCapacity then begin if FPushIndex = FCapacity then FPushIndex := 0; end // 添加前容量未满,添加后容量满。需扩容 else if FCount = FCapacity then begin PrevCapacity := FCapacity; FCapacity := FCapacity * 2; SetLength(FItemArray, FCapacity); if FPushIndex < PrevCapacity then begin Move(FItemArray[FPopIndex], FItemArray[FPopIndex + PrevCapacity], (PrevCapacity - FPopIndex) * SizeOf(T)); FPopIndex := FPopIndex + PrevCapacity; end; end; end; end.
// // Copyright (c) 2009-2010 Mikko Mononen memon@inside.org // // This software is provided 'as-is', without any express or implied // warranty. In no event will the authors be held liable for any damages // arising from the use of this software. // Permission is granted to anyone to use this software for any purpose, // including commercial applications, and to alter it and redistribute it // freely, subject to the following restrictions: // 1. The origin of this software must not be misrepresented; you must not // claim that you wrote the original software. If you use this software // in a product, an acknowledgment in the product documentation would be // appreciated but is not required. // 2. Altered source versions must be plainly marked as such, and must not be // misrepresented as being the original software. // 3. This notice may not be removed or altered from any source distribution. // {$POINTERMATH ON} unit RN_Sample; interface uses Math, SysUtils, RN_DetourCrowd, RN_DetourNavMesh, RN_DetourNavMeshQuery, RN_Helper, RN_Recast, RN_InputGeom, RN_SampleInterfaces; /// Tool types. type TSampleToolType = ( TOOL_NONE, TOOL_TILE_EDIT, TOOL_TILE_HIGHLIGHT, TOOL_TEMP_OBSTACLE, TOOL_NAVMESH_TESTER, TOOL_NAVMESH_PRUNE, TOOL_OFFMESH_CONNECTION, TOOL_CONVEX_VOLUME, TOOL_CROWD, MAX_TOOLS ); /// These are just sample areas to use consistent values across the samples. /// The use should specify these base on his needs. TSamplePolyAreas = ( SAMPLE_POLYAREA_GROUND, SAMPLE_POLYAREA_WATER, SAMPLE_POLYAREA_ROAD, SAMPLE_POLYAREA_DOOR, SAMPLE_POLYAREA_GRASS, SAMPLE_POLYAREA_JUMP ); const SAMPLE_POLYFLAGS_WALK = $01; // Ability to walk (ground, grass, road) SAMPLE_POLYFLAGS_SWIM = $02; // Ability to swim (water). SAMPLE_POLYFLAGS_DOOR = $04; // Ability to move through doors. SAMPLE_POLYFLAGS_JUMP = $08; // Ability to jump. SAMPLE_POLYFLAGS_DISABLED = $10; // Disabled polygon SAMPLE_POLYFLAGS_ALL = $ffff; // All abilities. type TSamplePartitionType = ( SAMPLE_PARTITION_WATERSHED, SAMPLE_PARTITION_MONOTONE, SAMPLE_PARTITION_LAYERS ); TSample = class; TSampleTool = class // Delphi: Could be a record, but they are not allowed to have abstract methods &type: TSampleToolType; procedure init(sample: TSample); virtual; abstract; procedure reset(); virtual; abstract; procedure handleMenu(Sender: TObject); virtual; abstract; procedure handleClick(s,p: PSingle; shift: Boolean); virtual; abstract; procedure handleRender(); virtual; abstract; procedure handleRenderOverlay(proj, model: PDouble; view: PInteger); virtual; abstract; procedure handleToggle(); virtual; abstract; procedure handleStep(); virtual; abstract; procedure handleUpdate(dt: Single); virtual; abstract; end; TSampleToolState = class // Delphi: Could be a record, but they are not allowed to have abstract methods procedure init(sample: TSample); virtual; abstract; procedure reset; virtual; abstract; procedure handleRender; virtual; abstract; procedure handleRenderOverlay(proj, model: PDouble; view: PInteger); virtual; abstract; procedure handleUpdate(dt: Single); virtual; abstract; end; TSample = class protected m_geom: TInputGeom; m_navMesh: TdtNavMesh; m_navQuery: TdtNavMeshQuery; m_crowd: TdtCrowd; m_navMeshDrawFlags: Byte; m_tool: TSampleTool; m_toolStates: array [TSampleToolType] of TSampleToolState; m_ctx: TBuildContext; public // Delphi. Making it public does no harm, but makes GUI easier to rig m_cellSize: Single; m_cellHeight: Single; m_agentHeight: Single; m_agentRadius: Single; m_agentMaxClimb: Single; m_agentMaxSlope: Single; m_regionMinSize: Single; m_regionMergeSize: Single; m_edgeMaxLen: Single; m_edgeMaxError: Single; m_vertsPerPoly: Single; m_detailSampleDist: Single; m_detailSampleMaxError: Single; m_partitionType: TSamplePartitionType; // Delphi. Use specific type instead of Int constructor Create; destructor Destroy; override; property setContext: TBuildContext write m_ctx; procedure setTool(tool: TSampleTool); function getToolState(&type: TSampleToolType): TSampleToolState; { return m_toolStates[type]; } procedure setToolState(&type: TSampleToolType; s: TSampleToolState); { m_toolStates[type] = s; } procedure handleSettings(); virtual; procedure handleTools(Sender: TObject); virtual; procedure handleDebugMode(); virtual; procedure handleClick(const s, p: PSingle; shift: Boolean); virtual; procedure handleMenu(Sender: TObject); virtual; procedure handleToggle(); virtual; procedure handleStep(); virtual; procedure handleRender(); virtual; procedure handleRenderOverlay(proj, model: PDouble; view: PInteger); virtual; procedure handleMeshChanged(geom: TInputGeom); virtual; function handleBuild(): Boolean; virtual; procedure handleUpdate(const dt: Single); virtual; property getInputGeom: TInputGeom read m_geom; property getNavMesh: TdtNavMesh read m_navMesh; property getNavMeshQuery: TdtNavMeshQuery read m_navQuery; property getCrowd: TdtCrowd read m_crowd; property getAgentRadius: Single read m_agentRadius; property getAgentHeight: Single read m_agentHeight; property getAgentClimb: Single read m_agentMaxClimb; function getBoundsMin: PSingle; function getBoundsMax: PSingle; property getNavMeshDrawFlags: Byte read m_navMeshDrawFlags write m_navMeshDrawFlags; procedure updateToolStates(const dt: Single); procedure initToolStates(sample: TSample); procedure resetToolStates(); procedure renderToolStates(); procedure renderOverlayToolStates(proj, model: PDouble; view: PInteger); procedure resetCommonSettings(); procedure handleCommonSettings(); end; implementation uses RN_DebugDraw, RN_DetourDebugDraw, RN_RecastDebugDraw; constructor TSample.Create; begin inherited; m_navMeshDrawFlags := DU_DRAWNAVMESH_OFFMESHCONS or DU_DRAWNAVMESH_CLOSEDLIST; resetCommonSettings(); m_navQuery := dtAllocNavMeshQuery(); m_crowd := dtAllocCrowd; end; destructor TSample.Destroy; begin dtFreeNavMeshQuery(m_navQuery); FreeAndNil(m_navMesh); dtFreeCrowd(m_crowd); FreeAndNil(m_tool); inherited; end; procedure TSample.setTool(tool: TSampleTool); begin FreeAndNil(m_tool); m_tool := tool; if (tool <> nil) then m_tool.init(Self); end; function TSample.getToolState(&type: TSampleToolType): TSampleToolState; begin Result := m_toolStates[&type]; end; procedure TSample.setToolState(&type: TSampleToolType; s: TSampleToolState); begin m_toolStates[&type] := s; end; procedure TSample.handleSettings(); begin end; procedure TSample.handleTools(Sender: TObject); begin end; procedure TSample.handleDebugMode(); begin end; procedure TSample.handleRender(); var dd: TDebugDrawGL; bmin,bmax: PSingle; begin if (m_geom = nil) then Exit; dd := TDebugDrawGL.Create; // Draw mesh duDebugDrawTriMesh(dd, m_geom.getMesh.getVerts, m_geom.getMesh.getVertCount, m_geom.getMesh.getTris, m_geom.getMesh.getNormals, m_geom.getMesh.getTriCount, nil, 1.0); // Draw bounds bmin := m_geom.getMeshBoundsMin(); bmax := m_geom.getMeshBoundsMax(); duDebugDrawBoxWire(dd, bmin[0],bmin[1],bmin[2], bmax[0],bmax[1],bmax[2], duRGBA(255,255,255,128), 1.0); dd.Free; end; procedure TSample.handleRenderOverlay(proj, model: PDouble; view: PInteger); begin end; procedure TSample.handleMenu(Sender: TObject); begin if m_tool <> nil then m_tool.handleMenu(Sender); end; procedure TSample.handleMeshChanged(geom: TInputGeom); begin m_geom := geom; end; function TSample.getBoundsMin(): PSingle; begin if (m_geom = nil) then Exit(nil); Result := m_geom.getMeshBoundsMin; end; function TSample.getBoundsMax(): PSingle; begin if (m_geom = nil) then Exit(nil); Result := m_geom.getMeshBoundsMax; end; procedure TSample.resetCommonSettings(); begin m_cellSize := 0.3; m_cellHeight := 0.2; m_agentHeight := 2.0; m_agentRadius := 0.6; m_agentMaxClimb := 0.9; m_agentMaxSlope := 45.0; m_regionMinSize := 8; m_regionMergeSize := 20; m_edgeMaxLen := 12.0; m_edgeMaxError := 1.3; m_vertsPerPoly := 6.0; m_detailSampleDist := 6.0; m_detailSampleMaxError := 1.0; m_partitionType := SAMPLE_PARTITION_WATERSHED; end; procedure TSample.handleCommonSettings(); begin // Delphi. Refactored into DFM end; procedure TSample.handleClick(const s, p: PSingle; shift: Boolean); begin if (m_tool <> nil) then m_tool.handleClick(s, p, shift); end; procedure TSample.handleToggle(); begin if (m_tool <> nil) then m_tool.handleToggle(); end; procedure TSample.handleStep(); begin if (m_tool <> nil) then m_tool.handleStep(); end; function TSample.handleBuild(): Boolean; begin Result := True; end; procedure TSample.handleUpdate(const dt: Single); begin if (m_tool <> nil) then m_tool.handleUpdate(dt); updateToolStates(dt); end; procedure TSample.updateToolStates(const dt: Single); var i: TSampleToolType; begin for i := Low(TSampleToolType) to High(TSampleToolType) do begin if (m_toolStates[i] <> nil) then m_toolStates[i].handleUpdate(dt); end; end; procedure TSample.initToolStates(sample: TSample); var i: TSampleToolType; begin for i := Low(TSampleToolType) to High(TSampleToolType) do begin if (m_toolStates[i] <> nil) then m_toolStates[i].init(sample); end; end; procedure TSample.resetToolStates(); var i: TSampleToolType; begin for i := Low(TSampleToolType) to High(TSampleToolType) do begin if (m_toolStates[i] <> nil) then m_toolStates[i].reset(); end; end; procedure TSample.renderToolStates(); var i: TSampleToolType; begin for i := Low(TSampleToolType) to High(TSampleToolType) do begin if (m_toolStates[i] <> nil) then m_toolStates[i].handleRender(); end; end; procedure TSample.renderOverlayToolStates(proj, model: PDouble; view: PInteger); var i: TSampleToolType; begin for i := Low(TSampleToolType) to High(TSampleToolType) do begin if (m_toolStates[i] <> nil) then m_toolStates[i].handleRenderOverlay(proj, model, view); end; end; end.
{*******************************************************} { } { CodeGear Delphi Runtime Library } { } { Copyright(c) 1995-2018 Embarcadero Technologies, Inc. } { All rights reserved } { } {*******************************************************} unit System.Generics.Defaults; {$R-,T-,X+,H+,B-} (*$HPPEMIT '#pragma option -w-8022'*) interface uses System.SysUtils, System.TypInfo; type IComparer<T> = interface function Compare(const Left, Right: T): Integer; end; IEqualityComparer<T> = interface function Equals(const Left, Right: T): Boolean; function GetHashCode(const Value: T): Integer; end; TComparison<T> = reference to function(const Left, Right: T): Integer; // Abstract base class for IComparer<T> implementations, and a provider // of default IComparer<T> implementations. TComparer<T> = class(TInterfacedObject, IComparer<T>) public class function Default: IComparer<T>; class function Construct(const Comparison: TComparison<T>): IComparer<T>; function Compare(const Left, Right: T): Integer; virtual; abstract; end; TEqualityComparison<T> = reference to function(const Left, Right: T): Boolean; THasher<T> = reference to function(const Value: T): Integer; // Abstract base class for IEqualityComparer<T> implementations, and a provider // of default IEqualityComparer<T> implementations. TEqualityComparer<T> = class(TInterfacedObject, IEqualityComparer<T>) public class function Default: IEqualityComparer<T>; static; class function Construct(const EqualityComparison: TEqualityComparison<T>; const Hasher: THasher<T>): IEqualityComparer<T>; function Equals(const Left, Right: T): Boolean; reintroduce; overload; virtual; abstract; function GetHashCode(const Value: T): Integer; reintroduce; overload; virtual; abstract; end; // A non-reference-counted IInterface implementation. TSingletonImplementation = class(TObject, IInterface) protected function QueryInterface(const IID: TGUID; out Obj): HResult; stdcall; function _AddRef: Integer; stdcall; function _Release: Integer; stdcall; end; TDelegatedEqualityComparer<T> = class(TEqualityComparer<T>) private FEquals: TEqualityComparison<T>; FGetHashCode: THasher<T>; public constructor Create(const AEquals: TEqualityComparison<T>; const AGetHashCode: THasher<T>); function Equals(const Left, Right: T): Boolean; overload; override; function GetHashCode(const Value: T): Integer; overload; override; end; TDelegatedComparer<T> = class(TComparer<T>) private FCompare: TComparison<T>; public constructor Create(const ACompare: TComparison<T>); function Compare(const Left, Right: T): Integer; override; end; TCustomComparer<T> = class(TSingletonImplementation, IComparer<T>, IEqualityComparer<T>) protected function Compare(const Left, Right: T): Integer; virtual; abstract; function Equals(const Left, Right: T): Boolean; reintroduce; overload; virtual; abstract; function GetHashCode(const Value: T): Integer; reintroduce; overload; virtual; abstract; end; TStringComparer = class(TCustomComparer<string>) private class var FOrdinal: TCustomComparer<string>; public class destructor Destroy; class function Ordinal: TStringComparer; end; TIStringComparer = class(TCustomComparer<string>) private class var FOrdinal: TCustomComparer<string>; public class destructor Destroy; class function Ordinal: TStringComparer; end; TOrdinalIStringComparer = class(TStringComparer) public function Compare(const Left, Right: string): Integer; override; function Equals(const Left, Right: string): Boolean; reintroduce; overload; override; function GetHashCode(const Value: string): Integer; reintroduce; overload; override; end; function BobJenkinsHash(const Data; Len, InitData: Integer): Integer; deprecated 'Use System.Hash.THashBobJenkins.GetHashValue'; function BinaryCompare(const Left, Right: Pointer; Size: Integer): Integer; // Must be in interface section to be used by generic method. For internal use only. type TDefaultGenericInterface = (giComparer, giEqualityComparer); function _LookupVtableInfo(intf: TDefaultGenericInterface; info: PTypeInfo; size: Integer): Pointer; implementation uses System.Hash, System.Math, System.Generics.Collections, System.Variants; type PSimpleInstance = ^TSimpleInstance; TSimpleInstance = record Vtable: Pointer; Info: PTypeInfo; RefCount: Integer; Size: Integer; end; TInfoFlags = set of (ifVariableSize, ifSelector); PVtableInfo = ^TVtableInfo; TVtableInfo = record Flags: TInfoFlags; Data: Pointer; end; TTypeInfoSelector = function(info: PTypeInfo; size: Integer): Pointer; TThreeByteData = array [0..2] of Byte; function MakeInstance(vtable: Pointer; info: PTypeInfo; sizeField: Integer): Pointer; var inst: PSimpleInstance; begin GetMem(inst, SizeOf(inst^)); inst^.Vtable := vtable; inst^.RefCount := 0; inst^.Size := sizeField; inst^.Info := info; Result := inst; end; function NopAddref(inst: Pointer): Integer; stdcall; begin Result := -1; end; function NopRelease(inst: Pointer): Integer; stdcall; begin Result := -1; end; function NopQueryInterface(inst: Pointer; const IID: TGUID; out Obj): HResult; stdcall; begin Result := E_NOINTERFACE; end; function MemAddref(inst: PSimpleInstance): Integer; stdcall; begin Result := AtomicIncrement(inst^.RefCount); end; function MemRelease(inst: PSimpleInstance): Integer; stdcall; begin Result := AtomicDecrement(inst^.RefCount); if Result = 0 then FreeMem(inst); end; // I/U 1-4 function Compare_I1(Inst: Pointer; const Left, Right: Shortint): Integer; begin { Use subtraction } Result := Left - Right; end; function Equals_I1(Inst: Pointer; const Left, Right: Shortint): Boolean; begin Result := Left = Right; end; function GetHashCode_I1(Inst: Pointer; const Value: Shortint): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Value), 0); end; function Compare_I2(Inst: Pointer; const Left, Right: Smallint): Integer; begin { Use subtraction } Result := Left - Right; end; function Equals_I2(Inst: Pointer; const Left, Right: Smallint): Boolean; begin Result := Left = Right; end; function GetHashCode_I2(Inst: Pointer; const Value: Smallint): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Value), 0); end; function Compare_I4(Inst: Pointer; const Left, Right: Integer): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_I4(Inst: Pointer; const Left, Right: Integer): Boolean; begin Result := Left = Right; end; function GetHashCode_I4(Inst: Pointer; const Value: Integer): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Value), 0); end; {$IFDEF EABI_RECORD_ARRAY_BYREF} // I/U 1-4 function Equals_Ref_I1(Inst: Pointer; const [Ref] Left, Right: Shortint): Boolean; begin Result := Left = Right; end; function GetHashCode_Ref_I1(Inst: Pointer; const [Ref] Value: Shortint): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Shortint), 0); end; function Equals_Ref_I2(Inst: Pointer; const [Ref] Left, Right: Smallint): Boolean; begin Result := Left = Right; end; function GetHashCode_Ref_I2(Inst: Pointer; const [Ref] Value: Smallint): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Smallint), 0); end; function Equals_Ref_I4(Inst: Pointer; const [Ref] Left, Right: Integer): Boolean; begin Result := Left = Right; end; function GetHashCode_Ref_I4(Inst: Pointer; const [Ref] Value: Integer): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Integer), 0); end; {$ENDIF EABI_RECORD_ARRAY_BYREF} function Compare_U1(Inst: Pointer; const Left, Right: Byte): Integer; begin { Use subtraction } Result := Integer(Left) - Integer(Right); end; function Compare_U2(Inst: Pointer; const Left, Right: Word): Integer; begin { Use subtraction } Result := Integer(Left) - Integer(Right); end; function Compare_U4(Inst: Pointer; const Left, Right: Cardinal): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; {$IFDEF EABI_RECORD_ARRAY_BYREF} function Compare_Ref_U1(Inst: Pointer; const [Ref] Left, Right: Byte): Integer; begin { Use subtraction } Result := Integer(Left) - Integer(Right); end; function Compare_Ref_U2(Inst: Pointer; const [Ref] Left, Right: Word): Integer; begin { Use subtraction } Result := Integer(Left) - Integer(Right); end; function Compare_Ref_U4(Inst: Pointer; const [Ref] Left, Right: Cardinal): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; {$ENDIF EABI_RECORD_ARRAY_BYREF} const Comparer_Vtable_I1: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_I1 ); Comparer_Vtable_U1: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_U1 ); Comparer_Vtable_I2: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_I2 ); Comparer_Vtable_U2: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_U2 ); Comparer_Vtable_I4: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_I4 ); Comparer_Vtable_U4: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_U4 ); Comparer_Instance_I1: Pointer = @Comparer_Vtable_I1; Comparer_Instance_U1: Pointer = @Comparer_Vtable_U1; Comparer_Instance_I2: Pointer = @Comparer_Vtable_I2; Comparer_Instance_U2: Pointer = @Comparer_Vtable_U2; Comparer_Instance_I4: Pointer = @Comparer_Vtable_I4; Comparer_Instance_U4: Pointer = @Comparer_Vtable_U4; {$IFDEF EABI_RECORD_ARRAY_BYREF} Comparer_Vtable_Ref_U1: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Ref_U1 ); Comparer_Vtable_Ref_U2: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Ref_U2 ); Comparer_Vtable_Ref_U4: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Ref_U4 ); Comparer_Instance_Ref_U1: Pointer = @Comparer_Vtable_Ref_U1; Comparer_Instance_Ref_U2: Pointer = @Comparer_Vtable_Ref_U2; Comparer_Instance_Ref_U4: Pointer = @Comparer_Vtable_Ref_U4; {$ENDIF} EqualityComparer_Vtable_I1: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_I1, @GetHashCode_I1 ); EqualityComparer_Vtable_I2: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_I2, @GetHashCode_I2 ); EqualityComparer_Vtable_I4: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_I4, @GetHashCode_I4 ); EqualityComparer_Instance_I1: Pointer = @EqualityComparer_VTable_I1; EqualityComparer_Instance_I2: Pointer = @EqualityComparer_VTable_I2; EqualityComparer_Instance_I4: Pointer = @EqualityComparer_VTable_I4; {$IFDEF EABI_RECORD_ARRAY_BYREF} EqualityComparer_Vtable_Ref_I1: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Ref_I1, @GetHashCode_Ref_I1 ); EqualityComparer_Vtable_Ref_I2: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Ref_I2, @GetHashCode_Ref_I2 ); EqualityComparer_Vtable_Ref_I4: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Ref_I4, @GetHashCode_Ref_I4 ); EqualityComparer_Instance_Ref_I1: Pointer = @EqualityComparer_VTable_Ref_I1; EqualityComparer_Instance_Ref_I2: Pointer = @EqualityComparer_VTable_Ref_I2; EqualityComparer_Instance_Ref_I4: Pointer = @EqualityComparer_VTable_Ref_I4; {$ENDIF EABI_RECORD_ARRAY_BYREF} function Comparer_Selector_Integer(info: PTypeInfo; size: Integer): Pointer; begin case GetTypeData(info)^.OrdType of otSByte: Result := @Comparer_Instance_I1; otUByte: Result := @Comparer_Instance_U1; otSWord: Result := @Comparer_Instance_I2; otUWord: Result := @Comparer_Instance_U2; otSLong: Result := @Comparer_Instance_I4; otULong: Result := @Comparer_Instance_U4; else System.Error(reRangeError); Exit(nil); end; end; function EqualityComparer_Selector_Integer(info: PTypeInfo; size: Integer): Pointer; begin case GetTypeData(info)^.OrdType of otSByte, otUByte: Result := @EqualityComparer_Instance_I1; otSWord, otUWord: Result := @EqualityComparer_Instance_I2; otSLong, otULong: Result := @EqualityComparer_Instance_I4; else System.Error(reRangeError); Exit(nil); end; end; // I8 & U8 function Equals_I8(Inst: Pointer; const Left, Right: Int64): Boolean; begin Result := Left = Right; end; function GetHashCode_I8(Inst: Pointer; const Value: Int64): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Value), 0); end; function Compare_I8(Inst: Pointer; const Left, Right: Int64): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Compare_U8(Inst: Pointer; const Left, Right: UInt64): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; {$IF Defined(CPUX64) and defined(MSWINDOWS)} function Equals_Ref_I8(Inst: Pointer; const Left, Right: PInt64): Boolean; begin Result := Left^ = Right^; end; function Compare_Ref_U8_Swap(Inst: Pointer; const Left, Right: PUInt64): Integer; asm .NOFRAME //Self: RCX Left: RDX, Right: R8 mov RAX, [RDX] // Left mov RCX, [R8] // Right bswap RAX bswap RCX sub RAX,RCX setz CL sbb EAX, EAX sbb EAX, -1 shr EAX, CL end; function GetHashCode_Ref_I8(Inst: Pointer; const Value: PInt64): Integer; begin Result := THashBobJenkins.GetHashValue(Value^, SizeOf(Value^), 0); end; {$ENDIF} const Comparer_Vtable_I8: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_I8 ); Comparer_Instance_I8: Pointer = @Comparer_Vtable_I8; Comparer_Vtable_U8: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_U8 ); Comparer_Instance_U8: Pointer = @Comparer_Vtable_U8; {$IF defined(CPUX64) and defined(MSWINDOWS)} Comparer_Vtable_Ref_U8_Swap: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Ref_U8_Swap ); Comparer_Instance_Ref_U8_Swap: Pointer = @Comparer_Vtable_Ref_U8_Swap; EqualityComparer_Vtable_Ref_I8: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Ref_I8, @GetHashCode_Ref_I8 ); EqualityComparer_Instance_Ref_I8: Pointer = @EqualityComparer_Vtable_Ref_I8; {$ENDIF} EqualityComparer_Vtable_I8: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_I8, @GetHashCode_I8 ); EqualityComparer_Instance_I8: Pointer = @EqualityComparer_Vtable_I8; function Comparer_Selector_Int64(info: PTypeInfo; size: Integer): Pointer; begin if GetTypeData(info)^.MaxInt64Value > GetTypeData(info)^.MinInt64Value then Result := @Comparer_Instance_I8 else Result := @Comparer_Instance_U8; end; // Float function Compare_R4(Inst: Pointer; const Left, Right: Single): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_R4(Inst: Pointer; const Left, Right: Single): Boolean; begin Result := Left = Right; end; const {$IF (SizeOf(Extended) > 10) and (Defined(CPUX86) or Defined(CPUX64))} // Intel FPU case. GetHashValue needs actual Extended value bytes. BYTESIZEOFEXTENDED = 10; {$ELSE} BYTESIZEOFEXTENDED = SizeOf(Extended); {$ENDIF} function GetHashCode_R4(Inst: Pointer; const Value: Single): Integer; var m: Extended; e: Integer; begin // Denormalized floats and positive/negative 0.0 complicate things. Frexp(Value, m, e); if m = 0 then m := Abs(m); Result := THashBobJenkins.GetHashValue(m, BYTESIZEOFEXTENDED, 0); Result := THashBobJenkins.GetHashValue(e, SizeOf(e), Result); end; const Comparer_Vtable_R4: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_R4 ); Comparer_Instance_R4: Pointer = @Comparer_Vtable_R4; EqualityComparer_Vtable_R4: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_R4, @GetHashCode_R4 ); EqualityComparer_Instance_R4: Pointer = @EqualityComparer_Vtable_R4; function Compare_R8(Inst: Pointer; const Left, Right: Double): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_R8(Inst: Pointer; const Left, Right: Double): Boolean; begin Result := Left = Right; end; function GetHashCode_R8(Inst: Pointer; const Value: Double): Integer; var m: Extended; e: Integer; begin // Denormalized floats and positive/negative 0.0 complicate things. Frexp(Value, m, e); if m = 0 then m := Abs(m); Result := THashBobJenkins.GetHashValue(m, BYTESIZEOFEXTENDED, 0); Result := THashBobJenkins.GetHashValue(e, SizeOf(e), Result); end; const Comparer_Vtable_R8: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_R8 ); Comparer_Instance_R8: Pointer = @Comparer_Vtable_R8; EqualityComparer_Vtable_R8: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_R8, @GetHashCode_R8 ); EqualityComparer_Instance_R8: Pointer = @EqualityComparer_Vtable_R8; function Compare_R10(Inst: Pointer; const Left, Right: Extended): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_R10(Inst: Pointer; const Left, Right: Extended): Boolean; begin Result := Left = Right; end; function GetHashCode_R10(Inst: Pointer; const Value: Extended): Integer; var m: Extended; e: Integer; begin // Denormalized floats and positive/negative 0.0 complicate things. Frexp(Value, m, e); if m = 0 then m := Abs(m); Result := THashBobJenkins.GetHashValue(m, BYTESIZEOFEXTENDED, 0); Result := THashBobJenkins.GetHashValue(e, SizeOf(e), Result); end; const Comparer_Vtable_R10: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_R10 ); Comparer_Instance_R10: Pointer = @Comparer_Vtable_R10; EqualityComparer_Vtable_R10: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_R10, @GetHashCode_R10 ); EqualityComparer_Instance_R10: Pointer = @EqualityComparer_Vtable_R10; function Compare_RI8(Inst: Pointer; const Left, Right: Comp): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_RI8(Inst: Pointer; const Left, Right: Comp): Boolean; begin Result := Left = Right; end; function GetHashCode_RI8(Inst: Pointer; const Value: Comp): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Value), 0); end; const Comparer_Vtable_RI8: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_RI8 ); Comparer_Instance_RI8: Pointer = @Comparer_Vtable_RI8; EqualityComparer_Vtable_RI8: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_RI8, @GetHashCode_RI8 ); EqualityComparer_Instance_RI8: Pointer = @EqualityComparer_Vtable_RI8; function Compare_RC8(Inst: Pointer; const Left, Right: Currency): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_RC8(Inst: Pointer; const Left, Right: Currency): Boolean; begin Result := Left = Right; end; function GetHashCode_RC8(Inst: Pointer; const Value: Currency): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Value), 0); end; const Comparer_Vtable_RC8: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_RC8 ); Comparer_Instance_RC8: Pointer = @Comparer_Vtable_RC8; EqualityComparer_Vtable_RC8: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_RC8, @GetHashCode_RC8 ); EqualityComparer_Instance_RC8: Pointer = @EqualityComparer_Vtable_RC8; function Comparer_Selector_Float(info: PTypeInfo; size: Integer): Pointer; begin case GetTypeData(info)^.FloatType of ftSingle: Result := @Comparer_Instance_R4; ftDouble: Result := @Comparer_Instance_R8; ftExtended: Result := @Comparer_Instance_R10; ftComp: Result := @Comparer_Instance_RI8; ftCurr: Result := @Comparer_Instance_RC8; else System.Error(reRangeError); Exit(nil); end; end; function EqualityComparer_Selector_Float(info: PTypeInfo; size: Integer): Pointer; begin case GetTypeData(info)^.FloatType of ftSingle: Result := @EqualityComparer_Instance_R4; ftDouble: Result := @EqualityComparer_Instance_R8; ftExtended: Result := @EqualityComparer_Instance_R10; ftComp: Result := @EqualityComparer_Instance_RI8; ftCurr: Result := @EqualityComparer_Instance_RC8; else System.Error(reRangeError); Exit(nil); end; end; // Binary function BinaryCompare(const Left, Right: Pointer; Size: Integer): Integer; var pl, pr: PByte; len: Integer; begin pl := Left; pr := Right; len := Size; while len > 0 do begin Result := pl^ - pr^; if Result <> 0 then Exit; Dec(len); Inc(pl); Inc(pr); end; Result := 0; end; function Compare_Binary(Inst: PSimpleInstance; const Left, Right): Integer; begin Result := BinaryCompare(@Left, @Right, Inst^.Size); end; function Compare_Binary_ThreeByteData(Inst: PSimpleInstance; const Left, Right: TThreeByteData): Integer; begin Result := Left[0] - Right[0]; if Result <> 0 then exit; Result := Left[1] - Right[1]; if Result <> 0 then exit; Result := Left[2] - Right[2]; end; function Equals_Binary(Inst: PSimpleInstance; const Left, Right): Boolean; begin Result := CompareMem(@Left, @Right, Inst^.Size); end; function GetHashCode_Binary(Inst: PSimpleInstance; const Value): Integer; begin Result := THashBobJenkins.GetHashValue(Value, Inst^.Size, 0); end; function Equals_Binary_ThreeByteData(Inst: PSimpleInstance; const Left, Right: TThreeByteData): Boolean; begin Result := CompareMem(@Left, @Right, 3); end; function GetHashCode_Binary_ThreeByteData(Inst: PSimpleInstance; const Value: TThreeByteData): Integer; begin Result := THashBobJenkins.GetHashValue(Value, 3, 0); end; const Comparer_Vtable_Binary: array[0..3] of Pointer = ( @NopQueryInterface, @MemAddref, @MemRelease, @Compare_Binary ); Comparer_Vtable_Binary_ThreeByteData: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Binary_ThreeByteData ); Comparer_Instance_ThreeByteData: Pointer = @Comparer_Vtable_Binary_ThreeByteData; EqualityComparer_Vtable_Binary: array[0..4] of Pointer = ( @NopQueryInterface, @MemAddref, @MemRelease, @Equals_Binary, @GetHashCode_Binary ); EqualityComparer_Vtable_Binary_ThreeByteData: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Binary_ThreeByteData, @GetHashCode_Binary_ThreeByteData ); EqualityComparer_Instance_ThreeByteData: Pointer = @EqualityComparer_Vtable_Binary_ThreeByteData; function Comparer_Selector_Binary(info: PTypeInfo; size: Integer): Pointer; begin case size of // NOTE: Little-endianness may cause counterintuitive results, // but the results will at least be consistent. {$IFDEF EABI_RECORD_ARRAY_BYREF} 1: if (info <> nil) and ((info^.Kind = tkArray) or (info^.Kind = tkRecord)) then Result := @Comparer_Instance_Ref_U1 else Result := @Comparer_Instance_U1; 2: if (info <> nil) and ((info^.Kind = tkArray) or (info^.Kind = tkRecord)) then Result := @Comparer_Instance_Ref_U2 else Result := @Comparer_Instance_U2; 4: if (info <> nil) and ((info^.Kind = tkArray) or (info^.Kind = tkRecord)) then Result := @Comparer_Instance_Ref_U4 else Result := @Comparer_Instance_U4; {$ELSE} 1: Result := @Comparer_Instance_U1; 2: Result := @Comparer_Instance_U2; 4: Result := @Comparer_Instance_U4; {$ENDIF} 3: // Array [0..2] of byte, or Record with SizeOf() = 3 special case Result := @Comparer_Instance_ThreeByteData; {$IF defined(CPUX64) and defined(MSWINDOWS)} // 64-bit will pass const args in registers 8: Result := @Comparer_Instance_Ref_U8_Swap; {$ENDIF} else Result := MakeInstance(@Comparer_Vtable_Binary, info, size); end; end; function EqualityComparer_Selector_Binary(info: PTypeInfo; size: Integer): Pointer; begin case size of {$IFDEF EABI_RECORD_ARRAY_BYREF} 1: if (info <> nil) and ((info^.Kind = tkArray) or (info^.Kind = tkRecord)) then Result := @EqualityComparer_Instance_Ref_I1 else Result := @EqualityComparer_Instance_I1; 2: if (info <> nil) and ((info^.Kind = tkArray) or (info^.Kind = tkRecord)) then Result := @EqualityComparer_Instance_Ref_I2 else Result := @EqualityComparer_Instance_I2; 4: if (info <> nil) and ((info^.Kind = tkArray) or (info^.Kind = tkRecord)) then Result := @EqualityComparer_Instance_Ref_I4 else Result := @EqualityComparer_Instance_I4; {$ELSE} 1: Result := @EqualityComparer_Instance_I1; 2: Result := @EqualityComparer_Instance_I2; 4: Result := @EqualityComparer_Instance_I4; {$ENDIF} 3: // Array [0..2] of byte, or Record with SizeOf() = 3 special case Result := @EqualityComparer_Instance_ThreeByteData; {$IF defined(CPUX64) and defined(MSWINDOWS)} // 64-bit will pass const args in registers 8: Result := @EqualityComparer_Instance_Ref_I8; {$ENDIF} else Result := MakeInstance(@EqualityComparer_Vtable_Binary, info, size); end; end; // Record type TRecStack = record f: array[0 .. 3] of Byte; constructor Create(a: Byte); end; constructor TRecStack.Create(a: Byte); begin end; function Compare_Record_Stack(Inst: PSimpleInstance; const Left, Right: TRecStack): Integer; begin Result := BinaryCompare(@Left, @Right, Inst^.Size); System.FinalizeRecord(@Left, Inst^.Info); System.FinalizeRecord(@Right, Inst^.Info); end; function Equals_Record_Stack(Inst: PSimpleInstance; const Left, Right: TRecStack): Boolean; begin Result := CompareMem(@Left, @Right, Inst^.Size); System.FinalizeRecord(@Left, Inst^.Info); System.FinalizeRecord(@Right, Inst^.Info); end; function GetHashCode_Record_Stack(Inst: PSimpleInstance; const Value: TRecStack): Integer; begin Result := THashBobJenkins.GetHashValue(Value, Inst^.Size, 0); System.FinalizeRecord(@Value, Inst^.Info); end; const Comparer_Vtable_Record_Stack: array[0..3] of Pointer = ( @NopQueryInterface, @MemAddref, @MemRelease, @Compare_Record_Stack ); EqualityComparer_Vtable_Record_Stack: array[0..4] of Pointer = ( @NopQueryInterface, @MemAddref, @MemRelease, @Equals_Record_Stack, @GetHashCode_Record_Stack ); function Comparer_Selector_Record(info: PTypeInfo; size: Integer): Pointer; begin case GetConstRecordArgMode(info) of rmByValueStack: Result := MakeInstance(@Comparer_Vtable_Record_Stack, info, size); rmByValueReg: Result := Comparer_Selector_Binary(info, size); rmByRef: Result := MakeInstance(@Comparer_Vtable_Binary, info, size); else Result := nil; Assert(False); end; end; function EqualityComparer_Selector_Record(info: PTypeInfo; size: Integer): Pointer; begin case GetConstRecordArgMode(info) of rmByValueStack: Result := MakeInstance(@EqualityComparer_Vtable_Record_Stack, info, size); rmByValueReg: Result := EqualityComparer_Selector_Binary(info, size); rmByRef: Result := MakeInstance(@EqualityComparer_Vtable_Binary, info, size); else Result := nil; Assert(False); end; end; // Class (i.e. instances) function Equals_Class(Inst: PSimpleInstance; const Left, Right: TObject): Boolean; begin if Left <> nil then Result := Left.Equals(Right) else if Right <> nil then Result := Right.Equals(Left) else Result := True; end; function Compare_Class(Inst: PSimpleInstance; Left, Right: TObject): Integer; begin if Equals_Class(Inst, Left, Right) then Result := 0 else if NativeInt(Left) < NativeInt(Right) then Result := -1 else if NativeInt(Left) > NativeInt(Right) then Result := 1 else Result := 0; end; function GetHashCode_Class(Inst: PSimpleInstance; const Value: TObject): Integer; begin if Value = nil then Result := 42 else Result := Value.GetHashCode; end; // DynArray function DynLen(Arr: Pointer): NativeInt; inline; begin if Arr = nil then Exit(0); Result := PNativeInt(PByte(Arr) - SizeOf(NativeInt))^; end; function Compare_DynArray(Inst: PSimpleInstance; Left, Right: Pointer): NativeInt; var len, lenDiff: NativeInt; begin len := DynLen(Left); lenDiff := len - DynLen(Right); if lenDiff > 0 then Dec(len, lenDiff); Result := BinaryCompare(Left, Right, Inst^.Size * len); if Result = 0 then Result := lenDiff; end; function Equals_DynArray(Inst: PSimpleInstance; Left, Right: Pointer): Boolean; var lenL, lenR: NativeInt; begin lenL := DynLen(Left); lenR := DynLen(Right); if lenL <> lenR then Exit(False); Result := CompareMem(Left, Right, Inst^.Size * lenL); end; function GetHashCode_DynArray(Inst: PSimpleInstance; Value: Pointer): Integer; begin Result := THashBobJenkins.GetHashValue(Value^, Inst^.Size * DynLen(Value), 0); end; const Comparer_Vtable_DynArray: array[0..3] of Pointer = ( @NopQueryInterface, @MemAddref, @MemRelease, @Compare_DynArray ); EqualityComparer_Vtable_DynArray: array[0..4] of Pointer = ( @NopQueryInterface, @MemAddref, @MemRelease, @Equals_DynArray, @GetHashCode_DynArray ); function Comparer_Selector_DynArray(info: PTypeInfo; size: Integer): Pointer; begin Result := MakeInstance(@Comparer_Vtable_DynArray, info, GetTypeData(info)^.elSize); end; function EqualityComparer_Selector_DynArray(info: PTypeInfo; size: Integer): Pointer; begin Result := MakeInstance(@EqualityComparer_Vtable_DynArray, info, GetTypeData(info)^.elSize); end; // PStrings type {$IFNDEF NEXTGEN} TPS1 = string[1]; TPS2 = string[2]; TPS3 = string[3]; {$ELSE NEXTGEN} OpenString = type string; TPS1 = string; TPS2 = string; TPS3 = string; {$ENDIF !NEXTGEN} function Compare_PS1(Inst: PSimpleInstance; const Left, Right: TPS1): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Compare_PS2(Inst: PSimpleInstance; const Left, Right: TPS2): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Compare_PS3(Inst: PSimpleInstance; const Left, Right: TPS3): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Compare_PSn(Inst: PSimpleInstance; const Left, Right: OpenString): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_PS1(Inst: PSimpleInstance; const Left, Right: TPS1): Boolean; begin Result := Left = Right; end; function Equals_PS2(Inst: PSimpleInstance; const Left, Right: TPS2): Boolean; begin Result := Left = Right; end; function Equals_PS3(Inst: PSimpleInstance; const Left, Right: TPS3): Boolean; begin Result := Left = Right; end; function Equals_PSn(Inst: PSimpleInstance; const Left, Right: OpenString): Boolean; begin Result := Left = Right; end; function GetHashCode_PS1(Inst: PSimpleInstance; const Value: TPS1): Integer; begin Result := THashBobJenkins.GetHashValue(Value[Low(string)], Length(Value), 0); end; function GetHashCode_PS2(Inst: PSimpleInstance; const Value: TPS2): Integer; begin Result := THashBobJenkins.GetHashValue(Value[Low(string)], Length(Value), 0); end; function GetHashCode_PS3(Inst: PSimpleInstance; const Value: TPS3): Integer; begin Result := THashBobJenkins.GetHashValue(Value[Low(string)], Length(Value), 0); end; function GetHashCode_PSn(Inst: PSimpleInstance; const Value: OpenString): Integer; begin Result := THashBobJenkins.GetHashValue(Value[Low(string)], Length(Value), 0); end; const Comparer_Vtable_PS1: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_PS1 ); Comparer_Instance_PS1: Pointer = @Comparer_Vtable_PS1; Comparer_Vtable_PS2: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_PS2 ); Comparer_Instance_PS2: Pointer = @Comparer_Vtable_PS2; Comparer_Vtable_PS3: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_PS3 ); Comparer_Instance_PS3: Pointer = @Comparer_Vtable_PS3; Comparer_Vtable_PSn: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_PSn ); Comparer_Instance_PSn: Pointer = @Comparer_Vtable_PSn; EqualityComparer_Vtable_PS1: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_PS1, @GetHashCode_PS1 ); EqualityComparer_Instance_PS1: Pointer = @EqualityComparer_Vtable_PS1; EqualityComparer_Vtable_PS2: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_PS2, @GetHashCode_PS2 ); EqualityComparer_Instance_PS2: Pointer = @EqualityComparer_Vtable_PS2; EqualityComparer_Vtable_PS3: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_PS3, @GetHashCode_PS3 ); EqualityComparer_Instance_PS3: Pointer = @EqualityComparer_Vtable_PS3; EqualityComparer_Vtable_PSn: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_PSn, @GetHashCode_PSn ); EqualityComparer_Instance_PSn: Pointer = @EqualityComparer_Vtable_PSn; function Comparer_Selector_String(info: PTypeInfo; size: Integer): Pointer; begin case size of 2: Result := @Comparer_Instance_PS1; 3: Result := @Comparer_Instance_PS2; 4: Result := @Comparer_Instance_PS3; else Result := @Comparer_Instance_PSn; end; end; function EqualityComparer_Selector_String(info: PTypeInfo; size: Integer): Pointer; begin case size of 2: Result := @EqualityComparer_Instance_PS1; 3: Result := @EqualityComparer_Instance_PS2; 4: Result := @EqualityComparer_Instance_PS3; else Result := @EqualityComparer_Instance_PSn; end; end; function CompareRawByteString(const Left, Right: RawByteString): Integer; inline; var Len, LLen, RLen: Integer; LPtr, RPtr: PByte; begin if Pointer(Left) = Pointer(Right) then Result := 0 else if Pointer(Left) = nil then Result := 0 - PInteger(PByte(Right) - 4)^ // Length(Right) else if Pointer(Right) = nil then Result := PInteger(PByte(Left) - 4)^ // Length(Left) else begin Result := Integer(PByte(Left)^) - Integer(PByte(Right)^); if Result <> 0 then Exit; LLen := PInteger(PByte(Left) - 4)^ - 1; // Length(Left); RLen := PInteger(PByte(Right) - 4)^ - 1; // Length(Right); Len := LLen; if Len > RLen then Len := RLen; LPtr := PByte(Left) + 1; RPtr := PByte(Right) + 1; while Len > 0 do begin Result := Integer(LPtr^) - Integer(RPtr^); if Result <> 0 then Exit; if Len = 1 then break; Result := Integer(LPtr[1]) - Integer(RPtr[1]); if Result <> 0 then Exit; Inc(LPtr, 2); Inc(RPtr, 2); Dec(Len, 2); end; Result := LLen - RLen; end; end; function Compare_LString(Inst: PSimpleInstance; const Left, Right: RawByteString): Integer; begin Result := CompareRawByteString(Left, Right); end; function Equals_LString(Inst: PSimpleInstance; const Left, Right: RawByteString): Boolean; begin Result := CompareRawByteString(Left, Right) = 0; end; function GetHashCode_LString(Inst: PSimpleInstance; const Value: RawByteString): Integer; begin Result := THashBobJenkins.GetHashValue(Value[1], Length(Value) * SizeOf(Value[1]), 0); end; // UStrings function Compare_UString(Inst: PSimpleInstance; const Left, Right: UnicodeString): Integer; begin Result := CompareStr(Left, Right); end; function Equals_UString(Inst: PSimpleInstance; const Left, Right: UnicodeString): Boolean; begin Result := Left = Right; end; function GetHashCode_UString(Inst: PSimpleInstance; const Value: UnicodeString): Integer; begin Result := THashBobJenkins.GetHashValue(Value[Low(string)], Length(Value) * SizeOf(Char), 0); end; // Methods type TMethodPointer = procedure of object; function Compare_Method(Inst: PSimpleInstance; const Left, Right: TMethodPointer): Integer; var LMethod, RMethod: TMethod; begin LMethod := TMethod(Left); RMethod := TMethod(Right); if LMethod < RMethod then Result := -1 else if LMethod > RMethod then Result := 1 else Result := 0; end; function Equals_Method(Inst: PSimpleInstance; const Left, Right: TMethodPointer): Boolean; begin Result := TMethod(Left) = TMethod(Right); end; function GetHashCode_Method(Inst: PSimpleInstance; const Value: TMethodPointer): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(TMethodPointer), 0); end; // WStrings {$IFNDEF NEXTGEN} function Compare_WString(Inst: PSimpleInstance; const Left, Right: WideString): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_WString(Inst: PSimpleInstance; const Left, Right: WideString): Boolean; begin Result := Left = Right; end; function GetHashCode_WString(Inst: PSimpleInstance; const Value: WideString): Integer; begin Result := THashBobJenkins.GetHashValue(Value[1], Length(Value) * SizeOf(Value[1]), 0); end; {$ENDIF !NEXTGEN} // Variants function Compare_Variant(Inst: PSimpleInstance; Left, Right: Pointer): Integer; var l, r: Variant; lAsString, rAsString: string; begin Result := 0; // Avoid warning. l := PVariant(Left)^; r := PVariant(Right)^; try case VarCompareValue(l, r) of vrEqual: Exit(0); vrLessThan: Exit(-1); vrGreaterThan: Exit(1); vrNotEqual: begin if VarIsEmpty(L) or VarIsNull(L) then Exit(1) else Exit(-1); end; end; except // if comparison failed with exception, compare as string. try lAsString := PVariant(Left)^; rAsString := PVariant(Right)^; Result := Compare_UString(nil, lAsString, rAsString); except // if comparison fails again, compare bytes. Result := BinaryCompare(Left, Right, SizeOf(Variant)); end; end; end; function Equals_Variant(Inst: PSimpleInstance; Left, Right: Pointer): Boolean; var l, r: Variant; begin l := PVariant(Left)^; r := PVariant(Right)^; Result := VarCompareValue(l, r) = vrEqual; end; function GetHashCode_Variant(Inst: PSimpleInstance; Value: Pointer): Integer; var v: string; begin try v := PVariant(Value)^; Result := GetHashCode_UString(nil, v); except Result := THashBobJenkins.GetHashValue(Value^, SizeOf(Variant), 0); end; end; // Pointers function Compare_Pointer(Inst: PSimpleInstance; Left, Right: NativeUInt): Integer; begin if Left < Right then Result := -1 else if Left > Right then Result := 1 else Result := 0; end; function Equals_Pointer(Inst: Pointer; const Left, Right: NativeUInt): Boolean; begin Result := Left = Right; end; function GetHashCode_Pointer(Inst: Pointer; const Value: NativeUInt): Integer; begin Result := THashBobJenkins.GetHashValue(Value, SizeOf(Value), 0); end; {$IFDEF NEXTGEN} const Compare_WString: Pointer = nil; Equals_WString: Pointer = nil; GetHashCode_WString: Pointer = nil; {$ENDIF !NEXTGEN} const Comparer_Vtable_Pointer: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Pointer ); Comparer_Vtable_Class: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Class ); Comparer_Vtable_LString: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_LString ); Comparer_Vtable_WString: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_WString ); Comparer_Vtable_Variant: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Variant ); Comparer_Vtable_UString: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_UString ); Comparer_Vtable_Method: array[0..3] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Compare_Method ); Comparer_Instance_Pointer: Pointer = @Comparer_Vtable_Pointer; Comparer_Instance_Class: Pointer = @Comparer_Vtable_Class; Comparer_Instance_LString: Pointer = @Comparer_Vtable_LString; Comparer_Instance_WString: Pointer = @Comparer_Vtable_WString; Comparer_Instance_Variant: Pointer = @Comparer_Vtable_Variant; Comparer_Instance_UString: Pointer = @Comparer_Vtable_UString; Comparer_Instance_Method: Pointer = @Comparer_Vtable_Method; EqualityComparer_Vtable_Pointer: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Pointer, @GetHashCode_Pointer ); EqualityComparer_Vtable_Class: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Class, @GetHashCode_Class ); EqualityComparer_Vtable_LString: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_LString, @GetHashCode_LString ); EqualityComparer_Vtable_WString: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_WString, @GetHashCode_WString ); EqualityComparer_Vtable_Variant: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Variant, @GetHashCode_Variant ); EqualityComparer_Vtable_UString: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_UString, @GetHashCode_UString ); EqualityComparer_Vtable_Method: array[0..4] of Pointer = ( @NopQueryInterface, @NopAddref, @NopRelease, @Equals_Method, @GetHashCode_Method ); EqualityComparer_Instance_Pointer: Pointer = @EqualityComparer_Vtable_Pointer; EqualityComparer_Instance_Class: Pointer = @EqualityComparer_Vtable_Class; EqualityComparer_Instance_LString: Pointer = @EqualityComparer_Vtable_LString; EqualityComparer_Instance_WString: Pointer = @EqualityComparer_Vtable_WString; EqualityComparer_Instance_Variant: Pointer = @EqualityComparer_Vtable_Variant; EqualityComparer_Instance_UString: Pointer = @EqualityComparer_Vtable_UString; EqualityComparer_Instance_Method: Pointer = @EqualityComparer_Vtable_Method; VtableInfo: array[TDefaultGenericInterface, TTypeKind] of TVtableInfo = ( // IComparer ( // tkUnknown (Flags: [ifSelector]; Data: @Comparer_Selector_Binary), // tkInteger (Flags: [ifSelector]; Data: @Comparer_Selector_Integer), // tkChar (Flags: [ifSelector]; Data: @Comparer_Selector_Binary), // tkEnumeration (Flags: [ifSelector]; Data: @Comparer_Selector_Integer), // tkFloat (Flags: [ifSelector]; Data: @Comparer_Selector_Float), // tkString (Flags: [ifSelector]; Data: @Comparer_Selector_String), // tkSet (Flags: [ifSelector]; Data: @Comparer_Selector_Binary), // tkClass (Flags: []; Data: @Comparer_Instance_Class), // tkMethod (Flags: []; Data: @Comparer_Instance_Method), // tkWChar (Flags: [ifSelector]; Data: @Comparer_Selector_Binary), // tkLString (Flags: []; Data: @Comparer_Instance_LString), // tkWString (Flags: []; Data: @Comparer_Instance_WString), // tkVariant (Flags: []; Data: @Comparer_Instance_Variant), // tkArray (Flags: [ifSelector]; Data: @Comparer_Selector_Binary), // tkRecord (Flags: [ifSelector]; Data: @Comparer_Selector_Record), // tkInterface (Flags: []; Data: @Comparer_Instance_Pointer), // tkInt64 (Flags: [ifSelector]; Data: @Comparer_Selector_Int64), // tkDynArray (Flags: [ifSelector]; Data: @Comparer_Selector_DynArray), // tkUString (Flags: []; Data: @Comparer_Instance_UString), // tkClassRef (Flags: []; Data: @Comparer_Instance_Pointer), // tkPointer (Flags: []; Data: @Comparer_Instance_Pointer), // tkProcedure (Flags: []; Data: @Comparer_Instance_Pointer), // tkMRecord (Flags: [ifSelector]; Data: @Comparer_Selector_Record) ), // IEqualityComparer ( // tkUnknown (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Binary), // tkInteger (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Integer), // tkChar (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Binary), // tkEnumeration (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Integer), // tkFloat (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Float), // tkString (Flags: [ifSelector]; Data: @EqualityComparer_Selector_String), // tkSet (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Binary), // tkClass (Flags: []; Data: @EqualityComparer_Instance_Class), // tkMethod (Flags: []; Data: @EqualityComparer_Instance_Method), // tkWChar (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Binary), // tkLString (Flags: []; Data: @EqualityComparer_Instance_LString), // tkWString (Flags: []; Data: @EqualityComparer_Instance_WString), // tkVariant (Flags: []; Data: @EqualityComparer_Instance_Variant), // tkArray (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Binary), // tkRecord (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Record), // tkInterface (Flags: []; Data: @EqualityComparer_Instance_Pointer), // tkInt64 (Flags: []; Data: @EqualityComparer_Instance_I8), // tkDynArray (Flags: [ifSelector]; Data: @EqualityComparer_Selector_DynArray), // tkUString (Flags: []; Data: @EqualityComparer_Instance_UString), // tkClassRef (Flags: []; Data: @EqualityComparer_Instance_Pointer), // tkPointer (Flags: []; Data: @EqualityComparer_Instance_Pointer), // tkProcedure (Flags: []; Data: @EqualityComparer_Instance_Pointer), // tkMRecord (Flags: [ifSelector]; Data: @EqualityComparer_Selector_Record) ) ); function _LookupVtableInfo(intf: TDefaultGenericInterface; info: PTypeInfo; size: Integer): Pointer; var pinfo: PVtableInfo; begin if info <> nil then begin pinfo := @VtableInfo[intf, info^.Kind]; Result := pinfo^.Data; if ifSelector in pinfo^.Flags then Result := TTypeInfoSelector(Result)(info, size); if ifVariableSize in pinfo^.Flags then Result := MakeInstance(Result, info, size); end else begin case intf of giComparer: Result := Comparer_Selector_Binary(info, size); giEqualityComparer: Result := EqualityComparer_Selector_Binary(info, size); else System.Error(reRangeError); Result := nil; end; end; end; { TSingletonImplementation } function TSingletonImplementation.QueryInterface(const IID: TGUID; out Obj): HResult; begin if GetInterface(IID, Obj) then Result := S_OK else Result := E_NOINTERFACE; end; function TSingletonImplementation._AddRef: Integer; begin Result := -1; end; function TSingletonImplementation._Release: Integer; begin Result := -1; end; { Delegated Comparers } constructor TDelegatedEqualityComparer<T>.Create(const AEquals: TEqualityComparison<T>; const AGetHashCode: THasher<T>); begin FEquals := AEquals; FGetHashCode := AGetHashCode; end; function TDelegatedEqualityComparer<T>.Equals(const Left, Right: T): Boolean; begin Result := FEquals(Left, Right); end; function TDelegatedEqualityComparer<T>.GetHashCode(const Value: T): Integer; begin Result := FGetHashCode(Value); end; constructor TDelegatedComparer<T>.Create(const ACompare: TComparison<T>); begin FCompare := ACompare; end; function TDelegatedComparer<T>.Compare(const Left, Right: T): Integer; begin Result := FCompare(Left, Right); end; { TOrdinalStringComparer } type TOrdinalStringComparer = class(TStringComparer) public function Compare(const Left, Right: string): Integer; override; function Equals(const Left, Right: string): Boolean; reintroduce; overload; override; function GetHashCode(const Value: string): Integer; reintroduce; overload; override; end; function TOrdinalStringComparer.Compare(const Left, Right: string): Integer; var len, lenDiff: Integer; begin len := Length(Left); lenDiff := len - Length(Right); if Length(Right) < len then len := Length(Right); Result := BinaryCompare(PChar(Left), PChar(Right), len * SizeOf(Char)); if Result = 0 then Exit(lenDiff); end; function TOrdinalStringComparer.Equals(const Left, Right: string): Boolean; var len: Integer; begin len := Length(Left); Result := (len - Length(Right) = 0) and CompareMem(PChar(Left), PChar(Right), len * SizeOf(Char)); end; function TOrdinalStringComparer.GetHashCode(const Value: string): Integer; begin Result := THashBobJenkins.GetHashValue(PChar(Value)^, SizeOf(Char) * Length(Value), 0); end; { TStringComparer } class destructor TStringComparer.Destroy; begin FreeAndNil(FOrdinal); end; class function TStringComparer.Ordinal: TStringComparer; begin if FOrdinal = nil then FOrdinal := TOrdinalStringComparer.Create; Result := TStringComparer(FOrdinal); end; { TOrdinalIStringComparer } function TOrdinalIStringComparer.Compare(const Left, Right: string): Integer; var L, R: string; len, lenDiff: Integer; begin L := AnsiLowerCase(Left); R := AnsiLowerCase(Right); len := Length(L); lenDiff := len - Length(R); if Length(R) < len then len := Length(R); Result := BinaryCompare(PChar(L), PChar(R), len * SizeOf(Char)); if Result = 0 then Exit(lenDiff); end; function TOrdinalIStringComparer.Equals(const Left, Right: string): Boolean; var len: Integer; L, R: string; begin L := AnsiLowerCase(Left); R := AnsiLowerCase(Right); len := Length(L); Result := (len - Length(R) = 0) and CompareMem(PChar(L), PChar(R), len * SizeOf(Char)); end; function TOrdinalIStringComparer.GetHashCode(const Value: string): Integer; var S: string; begin S := AnsiLowerCase(Value); Result := THashBobJenkins.GetHashValue(PChar(S)^, SizeOf(Char) * Length(S), 0); end; { TIStringComparer } class destructor TIStringComparer.Destroy; begin FreeAndNil(FOrdinal); end; class function TIStringComparer.Ordinal: TStringComparer; begin if FOrdinal = nil then FOrdinal := TOrdinalIStringComparer.Create; Result := TStringComparer(FOrdinal); end; { TComparer<T> } class function TComparer<T>.Default: IComparer<T>; begin Result := IComparer<T>(_LookupVtableInfo(giComparer, TypeInfo(T), SizeOf(T))); end; class function TComparer<T>.Construct(const Comparison: TComparison<T>): IComparer<T>; begin Result := TDelegatedComparer<T>.Create(Comparison); end; { TEqualityComparer<T> } class function TEqualityComparer<T>.Default: IEqualityComparer<T>; begin Result := IEqualityComparer<T>(_LookupVtableInfo(giEqualityComparer, TypeInfo(T), SizeOf(T))); end; class function TEqualityComparer<T>.Construct( const EqualityComparison: TEqualityComparison<T>; const Hasher: THasher<T>): IEqualityComparer<T>; begin Result := TDelegatedEqualityComparer<T>.Create(EqualityComparison, Hasher); end; { BobJenkinsHash } function BobJenkinsHash(const Data; Len, InitData: Integer): Integer; begin Result := THashBobJenkins.GetHashValue(Data, Len, InitData); end; end.
object Form1: TForm1 Left = 0 Top = 0 BorderIcons = [biSystemMenu, biMinimize] BorderStyle = bsSingle Caption = 'Registro Diamond' ClientHeight = 578 ClientWidth = 660 Color = clWindow Font.Charset = DEFAULT_CHARSET Font.Color = clWindowText Font.Height = -12 Font.Name = 'Tahoma' Font.Style = [] Icon.Data = { 0000010001002020100000000000E80200001600000028000000200000004000 0000010004000000000080020000000000000000000000000000000000000000 0000000080000080000000808000800000008000800080800000C0C0C0008080 80000000FF0000FF000000FFFF00FF000000FF00FF00FFFF0000FFFFFF000000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 000000000000000000000000000000000000000000F0F0000000000000000000 0000000000E0F000000000000000000000000000E0F0F0E00000000000000000 00000000E0E0F0E000000000000000000000000E0EF0FF0E0000000000000000 000000EE0FE0FF0EE000000000000000000000E0FEF0FFF0E000000000000000 00000EE0EFE0FFF0EE000000000000000000EEE0FEF0FFF0EEE0000000000000 0000EE0FEFE0FFFF0EE0000000000000000EEE0EFEF0FFFF0EEE000000000000 00EEEE0FEFE0FFFF0EEEE000000000000EEEE0FEFEF0FFFFF0EEEE0000000000 0EEEE0EFEFE0FFFFF0EEEE0000000000EEEE0EFE0000000FFF0EEEE00000000E EEE00000FF0E0FE00000EEEE00000000000F00FFFF0E0EFEF00F00000000000E FEFE00FFF0EEE0EFE00EFEFE0000000FEFEF0F0FF0EEE0FE0F0FEFEF00000000 FEF0FF0F0EEEEE0F0EF0FEF00000000000E0FFF00EEEEE00EFE0E00000000000 0000FF00000000000EF00000000000000000000F00FFF00E0000000000000000 0000000000000000000000000000000000000000000000000000000000000000 000000000000000000000000000000000000000000000000000000000000FFFF FFFFFFFFFFFFFFFEFFFFFFFC7FFFFFFC7FFFFFF83FFFFFF01FFFFFE00FFFFFE0 0FFFFFC007FFFF8003FFFF8003FFFF0001FFFE0000FFFE0000FFFC00007FF800 003FF000001FF000001FE000000FC0000007C000000780000003C0000007E000 000FF000001FFC00007FFE0000FFFF8003FFFFFFFFFFFFFFFFFFFFFFFFFF} OldCreateOrder = False Position = poScreenCenter OnCloseQuery = FormCloseQuery PixelsPerInch = 96 TextHeight = 14 object GroupBox1: TGroupBox Left = 27 Top = 8 Width = 625 Height = 81 Color = clWhite ParentBackground = False ParentColor = False TabOrder = 0 object Label9: TLabel Left = 206 Top = 19 Width = 220 Height = 59 Caption = 'Diamond' Font.Charset = DEFAULT_CHARSET Font.Color = clAqua Font.Height = -49 Font.Name = 'Tahoma' Font.Style = [fsBold] ParentFont = False end object Image1: TImage Left = 295 Top = 3 Width = 33 Height = 30 Picture.Data = { 055449636F6E0000010001002020100000000000E80200001600000028000000 2000000040000000010004000000000080020000000000000000000000000000 0000000000000000000080000080000000808000800000008000800080800000 C0C0C000808080000000FF0000FF000000FFFF00FF000000FF00FF00FFFF0000 FFFFFF0000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 000000000000000000000000000000000000000000000000000000F0F0000000 0000000000000000000000E0F000000000000000000000000000E0F0F0E00000 00000000000000000000E0E0F0E000000000000000000000000E0EF0FF0E0000 000000000000000000EE0FE0FF0EE000000000000000000000E0FEF0FFF0E000 00000000000000000EE0EFE0FFF0EE000000000000000000EEE0FEF0FFF0EEE0 0000000000000000EE0FEFE0FFFF0EE0000000000000000EEE0EFEF0FFFF0EEE 00000000000000EEEE0FEFE0FFFF0EEEE000000000000EEEE0FEFEF0FFFFF0EE EE00000000000EEEE0EFEFE0FFFFF0EEEE0000000000EEEE0EFE0000000FFF0E EEE00000000EEEE00000FF0E0FE00000EEEE00000000000F00FFFF0E0EFEF00F 00000000000EFEFE00FFF0EEE0EFE00EFEFE0000000FEFEF0F0FF0EEE0FE0F0F EFEF00000000FEF0FF0F0EEEEE0F0EF0FEF00000000000E0FFF00EEEEE00EFE0 E000000000000000FF00000000000EF00000000000000000000F00FFF00E0000 0000000000000000000000000000000000000000000000000000000000000000 0000000000000000000000000000000000000000000000000000000000000000 00000000FFFFFFFFFFFFFFFFFFFEFFFFFFFC7FFFFFFC7FFFFFF83FFFFFF01FFF FFE00FFFFFE00FFFFFC007FFFF8003FFFF8003FFFF0001FFFE0000FFFE0000FF FC00007FF800003FF000001FF000001FE000000FC0000007C000000780000003 C0000007E000000FF000001FFC00007FFE0000FFFF8003FFFFFFFFFFFFFFFFFF FFFFFFFF} end end object StatusBar1: TStatusBar Left = 0 Top = 558 Width = 660 Height = 20 Color = clWhite Panels = <> end object GroupBox3: TGroupBox Left = 344 Top = 454 Width = 297 Height = 89 TabOrder = 2 object DBText1: TDBText Left = 233 Top = 14 Width = 50 Height = 17 DataField = 'sum(valor_venda)' DataSource = DataSource2 Font.Charset = DEFAULT_CHARSET Font.Color = clWindowText Font.Height = -12 Font.Name = 'Tahoma' Font.Style = [] ParentFont = False end object SpeedButton1: TSpeedButton Left = 19 Top = 37 Width = 251 Height = 32 Caption = 'Gerar Valor de Vendas' Flat = True Glyph.Data = {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} NumGlyphs = 2 OnClick = SpeedButton1Click end object Label10: TLabel Left = 21 Top = 14 Width = 206 Height = 14 Caption = 'O valor em vendas cadastras e de: R$' end end object GroupBox2: TGroupBox Left = 20 Top = 454 Width = 297 Height = 89 TabOrder = 3 object DBText2: TDBText Left = 234 Top = 16 Width = 65 Height = 17 DataField = 'sum(valor_compra)' DataSource = DataSource4 end object SpeedButton2: TSpeedButton Left = 40 Top = 47 Width = 209 Height = 22 Caption = 'Gerar Valor de Compras' Flat = True Glyph.Data = {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} NumGlyphs = 2 OnClick = SpeedButton2Click end object Label19: TLabel Left = 15 Top = 16 Width = 213 Height = 14 Caption = 'O valor em compras cadastras e de: R$' end end object DBComboBox4: TDBComboBox Left = 35 Top = 244 Width = 145 Height = 22 DataField = 'nm_forn' TabOrder = 4 end object PageControl1: TPageControl Left = 16 Top = 95 Width = 625 Height = 337 ActivePage = Vendas MultiLine = True TabOrder = 5 object Vendas: TTabSheet Caption = 'Vendas' object Label1: TLabel Left = 14 Top = 3 Width = 37 Height = 14 Caption = 'Codigo' FocusControl = DBEdit1 end object Label2: TLabel Left = 14 Top = 51 Width = 32 Height = 14 Caption = 'Nome' FocusControl = DBEdit2 end object Label3: TLabel Left = 234 Top = 48 Width = 63 Height = 14 Caption = 'Sobrenome' FocusControl = DBEdit3 end object Label4: TLabel Left = 14 Top = 98 Width = 20 Height = 14 Caption = 'CPF' FocusControl = DBEdit4 end object Label5: TLabel Left = 14 Top = 150 Width = 14 Height = 14 Caption = 'NF' FocusControl = DBEdit5 end object Label6: TLabel Left = 14 Top = 210 Width = 79 Height = 14 Caption = 'Data da venda' FocusControl = DBEdit6 end object Label8: TLabel Left = 376 Top = 211 Width = 117 Height = 14 Caption = 'Forma de pagamento' end object Label7: TLabel Left = 192 Top = 212 Width = 82 Height = 14 Caption = 'Valor de venda' FocusControl = DBEdit7 end object DBComboBox1: TDBComboBox Left = 376 Top = 231 Width = 169 Height = 22 DataField = 'forma_pagar' DataSource = DataSource1 Items.Strings = ( 'Dinheiro' 'Cart'#227'o de d'#233'bito' 'Cart'#227'o de cr'#233'dito x1' 'Cart'#227'o de cr'#233'dito x2' 'Cart'#227'o de cr'#233'dito x3' 'Boleto banc'#225'rio') TabOrder = 7 end object DBEdit1: TDBEdit Left = 14 Top = 23 Width = 51 Height = 22 DataField = 'codigo_venda' DataSource = DataSource1 Enabled = False TabOrder = 0 end object DBEdit2: TDBEdit Left = 14 Top = 67 Width = 177 Height = 22 DataField = 'nome_cli' DataSource = DataSource1 TabOrder = 1 end object DBEdit3: TDBEdit Left = 234 Top = 67 Width = 331 Height = 22 DataField = 'sobrenome_cli' DataSource = DataSource1 TabOrder = 2 end object DBEdit4: TDBEdit Left = 14 Top = 117 Width = 174 Height = 22 DataField = 'cpf' DataSource = DataSource1 MaxLength = 14 TabOrder = 3 end object DBEdit5: TDBEdit Left = 14 Top = 166 Width = 134 Height = 22 DataField = 'nf' DataSource = DataSource1 TabOrder = 4 end object DBEdit6: TDBEdit Left = 14 Top = 231 Width = 134 Height = 22 DataField = 'data_venda' DataSource = DataSource1 MaxLength = 10 TabOrder = 5 end object DBNavigator1: TDBNavigator Left = 151 Top = 272 Width = 321 Height = 25 DataSource = DataSource1 VisibleButtons = [nbInsert, nbPost, nbCancel] Flat = True Ctl3D = True ParentCtl3D = False TabOrder = 8 end object DBEdit7: TDBEdit Left = 192 Top = 232 Width = 144 Height = 22 DataField = 'valor_venda' DataSource = DataSource1 TabOrder = 6 end end object TabSheet1: TTabSheet Caption = 'Compras' ImageIndex = 1 object Label13: TLabel Left = 12 Top = 147 Width = 14 Height = 14 Caption = 'NF' FocusControl = DBEdit10 end object Label14: TLabel Left = 12 Top = 203 Width = 87 Height = 14 Caption = 'Data da Compra' FocusControl = DBEdit11 end object Label11: TLabel Left = 12 Top = 8 Width = 37 Height = 14 Caption = 'Codigo' FocusControl = DBEdit8 end object Label18: TLabel Left = 264 Top = 97 Width = 27 Height = 14 Caption = 'CNPJ' FocusControl = DBEdit15 end object Label12: TLabel Left = 12 Top = 53 Width = 93 Height = 14 Caption = 'Nome do Usuario' end object Label17: TLabel Left = 400 Top = 204 Width = 117 Height = 14 Caption = 'Forma de Pagamento' end object Label15: TLabel Left = 208 Top = 204 Width = 90 Height = 14 Caption = 'Valor de Compra' FocusControl = DBEdit9 end object Label16: TLabel Left = 12 Top = 97 Width = 116 Height = 14 Caption = 'Nome do Fornecedor' FocusControl = DBEdit12 end object DBEdit10: TDBEdit Left = 12 Top = 167 Width = 144 Height = 22 DataField = 'nf_compra' DataSource = DataSource3 TabOrder = 3 end object DBEdit11: TDBEdit Left = 12 Top = 223 Width = 144 Height = 22 DataField = 'data_compra' DataSource = DataSource3 MaxLength = 10 TabOrder = 4 end object DBNavigator2: TDBNavigator Left = 151 Top = 280 Width = 321 Height = 25 DataSource = DataSource3 VisibleButtons = [nbInsert, nbPost, nbCancel] Flat = True Ctl3D = True ParentCtl3D = False TabOrder = 8 end object DBEdit8: TDBEdit Left = 12 Top = 25 Width = 54 Height = 22 DataField = 'codigo_compras' DataSource = DataSource3 Enabled = False TabOrder = 6 end object DBEdit15: TDBEdit Left = 264 Top = 113 Width = 284 Height = 22 DataField = 'cnpj' DataSource = DataSource3 MaxLength = 18 TabOrder = 2 end object DBComboBox3: TDBComboBox Left = 12 Top = 69 Width = 145 Height = 22 DataField = 'nm_usuario' DataSource = DataSource3 Items.Strings = ( 'Jo'#227'o' 'Maria' 'Jorge' 'Eliseu' 'Fernanda') TabOrder = 0 end object DBComboBox2: TDBComboBox Left = 400 Top = 224 Width = 145 Height = 22 DataField = 'forma_pagar' DataSource = DataSource3 Items.Strings = ( 'Transfer'#234'ncia banc'#225'ria' 'Boleto Banc'#225'rio' 'D'#233'bito Autom'#225'tico') TabOrder = 7 end object DBEdit9: TDBEdit Left = 208 Top = 224 Width = 144 Height = 22 DataField = 'valor_compra' DataSource = DataSource3 TabOrder = 5 end object DBEdit12: TDBEdit Left = 12 Top = 112 Width = 197 Height = 22 DataField = 'nm_fornecedor' DataSource = DataSource3 TabOrder = 1 end end end object FDConnection1: TFDConnection Params.Strings = ( 'LockingMode=Normal' 'Database=C:\Users\albuq\Desktop\Projetos Delphi 7\Diamond\BD\Ven' + 'dasBD.db' 'DriverID=SQLite') Connected = True LoginPrompt = False Left = 168 Top = 24 end object FDTable1: TFDTable Active = True IndexFieldNames = 'codigo_venda' Connection = FDConnection1 UpdateOptions.UpdateTableName = 'Vendas' TableName = 'Vendas' Left = 56 Top = 24 object FDTable1codigo_venda: TFDAutoIncField FieldName = 'codigo_venda' Origin = 'codigo_venda' ProviderFlags = [pfInWhere, pfInKey] ReadOnly = True end object FDTable1nome_cli: TStringField FieldName = 'nome_cli' Origin = 'nome_cli' Required = True end object FDTable1sobrenome_cli: TStringField FieldName = 'sobrenome_cli' Origin = 'sobrenome_cli' Required = True Size = 35 end object FDTable1cpf: TStringField FieldName = 'cpf' Origin = 'cpf' Required = True EditMask = '000\.000\.000\-00;1;_' Size = 16 end object FDTable1nf: TIntegerField FieldName = 'nf' Origin = 'nf' Required = True end object FDTable1data_venda: TDateField FieldName = 'data_venda' Origin = 'data_venda' Required = True EditMask = '!00/00/0000;1;_' end object FDTable1forma_pagar: TStringField FieldName = 'forma_pagar' Origin = 'forma_pagar' Required = True Size = 25 end object FDTable1valor_venda: TFloatField FieldName = 'valor_venda' Origin = 'valor_venda' Required = True EditFormat = 'R$' end end object DataSource1: TDataSource DataSet = FDTable1 Left = 112 Top = 24 end object FDQuery1: TFDQuery Connection = FDConnection1 SQL.Strings = ( 'select sum(valor_venda) from Vendas') Left = 584 Top = 504 end object DataSource2: TDataSource DataSet = FDQuery1 Left = 368 Top = 503 end object FDTable2: TFDTable Active = True IndexFieldNames = 'codigo_compras' Connection = FDConnection1 UpdateOptions.UpdateTableName = 'Compras' TableName = 'Compras' Left = 520 Top = 24 object FDTable2codigo_compras: TFDAutoIncField FieldName = 'codigo_compras' Origin = 'codigo_compras' ProviderFlags = [pfInWhere, pfInKey] ReadOnly = True end object FDTable2nf_compra: TIntegerField FieldName = 'nf_compra' Origin = 'nf_compra' Required = True end object FDTable2data_compra: TDateField FieldName = 'data_compra' Origin = 'data_compra' Required = True EditMask = '!00/00/0000;1;_' end object FDTable2cnpj: TStringField FieldName = 'cnpj' Origin = 'cnpj' Required = True EditMask = '00\.000\.000\/0000\-00;1;_' end object FDTable2nm_usuario: TStringField FieldName = 'nm_usuario' Origin = 'nm_usuario' Required = True Size = 25 end object FDTable2forma_pagar: TStringField FieldName = 'forma_pagar' Origin = 'forma_pagar' Required = True Size = 25 end object FDTable2valor_compra: TFloatField FieldName = 'valor_compra' Origin = 'valor_compra' Required = True EditFormat = 'R$' end object FDTable2nm_fornecedor: TStringField FieldName = 'nm_fornecedor' Origin = 'nm_fornecedor' Required = True Size = 40 end end object DataSource3: TDataSource DataSet = FDTable2 Left = 576 Top = 24 end object FDQuery2: TFDQuery Connection = FDConnection1 SQL.Strings = ( 'Select sum(valor_compra) from Compras') Left = 256 Top = 496 end object DataSource4: TDataSource DataSet = FDQuery2 Left = 32 Top = 496 end end
{*******************************************************} { } { Borland Delphi Visual Component Library } { Web server application components } { } { Copyright (c) 2001 Borland Software Corp. } { } {*******************************************************} unit DesignerDbgSite; interface uses SysUtils, Classes, HTTPApp, HTTPProd, DbgSiteAS, AscrLib, ActiveX, ActivDbgLib; type TDesignerDebugScriptSite = class(TBaseDebugScriptSite) protected procedure HandleScriptError(const AErrorDebug: IActiveScriptErrorDebug; var AEnterDebugger: Boolean); override; function BreakOnFirstStatement: Boolean; override; end; implementation uses WebScript, Forms, Windows, SiteComp, WebScriptAS, Dialogs, Controls; var SetBreak: Boolean = False; { TDesignerDebugScriptSite } resourcestring sScriptErrorPrompt = 'A script error occured. Do you want to debug?'; sScriptError = 'Script Error'; function TDesignerDebugScriptSite.BreakOnFirstStatement: Boolean; begin Result := SetBreak; end; procedure TDesignerDebugScriptSite.HandleScriptError( const AErrorDebug: IActiveScriptErrorDebug; var AEnterDebugger: Boolean); begin inherited HandleScriptError(AErrorDebug, AEnterDebugger); AEnterDebugger := True; if SiteComp.InternetEnvOptions <> nil then if SiteComp.InternetEnvOptions.DisableDebugger then AEnterDebugger := False; if AEnterDebugger then AEnterDebugger := MessageDlg(sScriptErrorPrompt, mtError, [mbYes, mbNo], 0) = mrYes; end; type TScriptDebugger = class(TInterfacedObject, IInternetScriptDebugger) protected procedure DebugScript(AContext: IUnknown); function CanDebugScript(AContext: IUnknown): Boolean; end; procedure TScriptDebugger.DebugScript(AContext: IUnknown); begin SetBreak := True; try if SiteComp.ExecuteScript <> nil then SiteComp.ExecuteScript.ExecuteScript(AContext); finally SetBreak := False; end; end; function TScriptDebugger.CanDebugScript(AContext: IUnknown): Boolean; begin Result := (SiteComp.ExecuteScript <> nil) and SiteComp.ExecuteScript.CanExecuteScript(AContext); end; initialization ActiveScriptEngine.ScriptSiteClass := TDesignerDebugScriptSite; SiteComp.ScriptDebugger := TScriptDebugger.Create; finalization if (ActiveScriptEngine <> nil) and (ActiveScriptEngine.ScriptSiteClass = TDesignerDebugScriptSite) then ActiveScriptEngine.ScriptSiteClass := nil; Sitecomp.ScriptDebugger := nil; end.
unit ColorComboEdit; interface uses Windows, Types, UITypes, Messages, SysUtils, Classes, Graphics, Controls, Forms, Dialogs, StdCtrls, RxCombos, CommDlg; type TColorComboEdit = class(TColorComboBox) private { Private declarations } FColorDlg: TColorDialog; FCanTransparent: boolean; procedure SetCanTransparent(const Value: boolean); protected { Protected declarations } procedure DrawItem(Index: Integer; Rect: TRect; State: TOwnerDrawState); override; procedure PopulateList; override; procedure Click; override; procedure DoChange; override; procedure ChooseColor; procedure SetNewColor(Value: TColor); public { Public declarations } published { Published declarations } property CanTransparent: boolean read FCanTransparent write SetCanTransparent; end; var CustomColors: TStringList; procedure Register; implementation procedure Register; begin RegisterComponents('Samples', [TColorComboEdit]); end; // TColorComboEdit //////////////////////////////////////////////////////////// const ColorValues: array [0..17] of TColor = ( clNone, clBlack, clMaroon, clGreen, clOlive, clNavy, clPurple, clTeal, clGray, clSilver, clRed, clLime, clYellow, clBlue, clFuchsia, clAqua, clWhite, clDefault ); procedure TColorComboEdit.SetNewColor(Value: TColor); begin end; procedure TColorComboEdit.Click; var OldColor: TCOlor; begin OldColor := ColorValue; inherited; if ItemIndex = Items.Count - 1 then begin ColorValue := OldColor; ChooseColor; end; end; procedure TColorComboEdit.DoChange; begin inherited; if ItemIndex = -1 then ItemIndex := Items.Count-1; end; procedure TColorComboEdit.DrawItem(Index: Integer; Rect: TRect; State: TOwnerDrawState); const ColorWidth = 22; var ARect: TRect; Text: array[0..255] of Char; Safer: TColor; begin ARect := Rect; Inc(ARect.Top, 2); Inc(ARect.Left, 2); Dec(ARect.Bottom, 2); if DisplayNames then ARect.Right := ARect.Left + ColorWidth else Dec(ARect.Right, 3); with Canvas do begin FillRect(Rect); Safer := Brush.Color; try Pen.Color := clWindowText; Rectangle(ARect.Left, ARect.Top, ARect.Right, ARect.Bottom); InflateRect(ARect, -1, -1); if TColor(Items.Objects[Index]) = clNone then begin Brush.Color := clWhite; FillRect(ARect); MoveTo(ARect.Left, ARect.Top); LineTo(ARect.Right, ARect.Bottom-1); MoveTo(ARect.Right, ARect.Top); LineTo(ARect.Left, ARect.Bottom-1); end else if Index = Items.Count-1 then begin Brush.Color := ColorValue; FillRect(ARect); end else begin Brush.Color := TColor(Items.Objects[Index]); FillRect(ARect); end; finally Brush.Color := Safer; end; if DisplayNames then begin StrPCopy(Text, Items[Index]); Rect.Left := Rect.Left + ColorWidth + 6; DrawText(Canvas.Handle, Text, StrLen(Text), Rect, DrawTextBiDiModeFlags(DT_SINGLELINE or DT_VCENTER or DT_NOPREFIX)); end; end; end; procedure TColorComboEdit.PopulateList; var i: Integer; ColorName: string; begin Items.BeginUpdate; try Clear; for i := 0 to High(ColorValues) do begin if (i = 0) and not FCanTransparent then continue; if i = High(ColorValues) then ColorName := 'Other ...' else { delete two first characters which prefix "cl" educated } ColorName := Copy(ColorToString(ColorValues[i]), 3, MaxInt); Items.AddObject(ColorName, TObject(ColorValues[i])); end; finally Items.EndUpdate; end; end; procedure TColorComboEdit.ChooseColor; begin FColorDlg := TColorDialog.Create(Self); with FColorDlg do try CustomColors.Assign(ColorComboEdit.CustomColors); Color := ColorValue; Options := [cdFullOpen, cdAnyColor]; if Execute then begin ColorValue := Color; ColorComboEdit.CustomColors.Assign(CustomColors); end; finally FColorDlg.Free; FColorDlg := Nil; end; end; procedure TColorComboEdit.SetCanTransparent(const Value: boolean); begin if Value = FCanTransparent then exit; FCanTransparent := Value; if not FCanTransparent and (ColorValue = clNone) then ColorValue := clBlack; PopulateList; end; initialization CustomColors := TStringList.Create; finalization CustomColors.Free; CustomColors := Nil; end.
unit DUnitTestRunner; interface uses System.SysUtils, TextTestRunner, {$IFDEF CLR} {$IF RTLVersion <= 20.00} // RS 2009 or earlier NGuiTestRunner, {$ENDIF} {$ENDIF} {$IFDEF MSWINDOWS} {$IFNDEF NEXTGEN} Vcl.Forms, GuiTestRunner, {$ENDIF NEXTGEN} {$ENDIF} TestFramework; procedure RunRegisteredTests; implementation procedure RunRegisteredTests; begin {$IFDEF MSWINDOWS} {$IFNDEF NEXTGEN} Application.Initialize; {$ENDIF NEXTGEN} {$ENDIF} if IsConsole then begin {$IFNDEF NEXTGEN} with TextTestRunner.RunRegisteredTests do Free; {$ELSE NEXTGEN} TextTestRunner.RunRegisteredTests {$ENDIF NEXTGEN} end else begin {$IFDEF CLR} {$IF RTLVersion <= 20.00} // RS 2009 or earlier NGuiTestRunner.RunRegisteredTests; {$ELSE} Assert(False, 'DotNet unit test not supported'); {$ENDIF} {$ENDIF} {$IFDEF MSWINDOWS} {$IFNDEF NEXTGEN} GuiTestRunner.RunRegisteredTests; {$ENDIF NEXTGEN} {$ENDIF} end; end; end.
unit U_Param_Mod; interface uses Windows, Messages, SysUtils, Variants, Classes, Graphics, Controls, Forms, Dialogs, U_ParamReadWrite, StdCtrls, Buttons; type TF_Param_Mod = class(TF_ParamReadWrite) btn_read: TBitBtn; btn_write: TBitBtn; chk_plc_frequency: TCheckBox; cbb_plc_frequency: TComboBox; chk_version: TCheckBox; edt_version: TEdit; chk_version_plc: TCheckBox; edt_version_plc: TEdit; btn_stop_plc: TBitBtn; btn_resume_plc: TBitBtn; chk_plcnode_count: TCheckBox; edt_plcnode_count: TEdit; chk_all: TCheckBox; chk_rt_mode: TCheckBox; cbb_rt_mode: TComboBox; grp1: TGroupBox; lbl1: TLabel; lbl2: TLabel; lbl3: TLabel; cbb_meter_protocol: TComboBox; edt_meter_no: TEdit; edt_read_energy: TEdit; btn_read_meter_energy: TBitBtn; grp2: TGroupBox; lbl4: TLabel; lbl5: TLabel; cbb_meter_protocol_sn: TComboBox; edt_meter_sn_start: TEdit; btn_read_meter_energy_by_sn: TBitBtn; lbl6: TLabel; edt_meter_sn_end: TEdit; lbl7: TLabel; edt_success: TEdit; lbl8: TLabel; edt_failed: TEdit; lbl9: TLabel; edt_DI: TEdit; procedure btn_readClick(Sender: TObject); procedure btn_writeClick(Sender: TObject); procedure btn_stop_plcClick(Sender: TObject); procedure btn_resume_plcClick(Sender: TObject); procedure FormCreate(Sender: TObject); procedure chk_allClick(Sender: TObject); procedure btn_read_meter_energyClick(Sender: TObject); procedure btn_read_meter_energy_by_snClick(Sender: TObject); procedure cbb_meter_protocol_snChange(Sender: TObject); private { Private declarations } function SendFrame_645(Sender: TObject; ctrl:Byte; DI:LongWord; pData:PByte=nil; datalen:Integer=0):Boolean;override; function SendFrame_645_2(Sender: TObject; ctrl:Byte; DI:LongWord; pData:PByte=nil; datalen:Integer=0):Boolean;virtual; public { Public declarations } end; var F_Param_Mod: TF_Param_Mod; implementation uses U_Main, U_Operation, U_Protocol, U_Protocol_645, U_MyFunction; {$R *.dfm} type TFreType = (ftOld, ftNew); const g_fre_type: TFreType = ftOld; //const g_fre_type: TFreType = ftNew; function TF_Param_Mod.SendFrame_645(Sender: TObject; ctrl:Byte; DI:LongWord; pData:PByte=nil; datalen:Integer=0):Boolean; var i,sendcounter:Integer; p:PByte; dataUnit:array[0..255]of Byte; begin Result := False; O_ProTx_645.MakeFrame_645(ctrl, DI, pData, datalen); case ctrl of ctrl_read_97, ctrl_write_97: dataUnit[0] := 1; //规约类型 ctrl_read_07, ctrl_write_07: dataUnit[0] := 2; //规约类型 else dataUnit[0] := 3; //规约类型 end; dataUnit[1] := 0; //从节点附属节点数量n dataUnit[2] := O_ProTx_645.GetFrameLen(); //报文长度L MoveMemory(@dataUnit[3], O_ProTx_645.GetFrameBuf(), O_ProTx_645.GetFrameLen()); MakeFrame(AFN_ROUTER_TRANS, F1, @dataUnit[0],O_ProTx_645.GetFrameLen()+3); if Sender is TCheckBox then TCheckBox(Sender).Font.Color := clBlack; if Sender is TButton then TButton(Sender).Font.Color :=clBlack; if F_Main.SendDataAuto() and WaitForResp(Sender,AFN_ROUTER_TRANS,F1) and O_ProRx_645.CheckFrame(GetDataUnit(), GetDataUnitLen()) and O_ProRx_645.IsRespOK() then begin m_pData := O_ProRx_645.GetDataUnit(); m_nLen := O_ProRx_645.GetDataUnitLen(); m_data := 0; p := m_pData; for i:=0 to m_nLen-1 do begin m_data := m_data or (Int64(p^ and $ff) shl (i*8)); //左移优先级比乘法还高 Inc(p); end; if Sender is TCheckBox then TCheckBox(Sender).Font.Color := clSucced; if Sender is TButton then TButton(Sender).Font.Color :=clSucced; Result := True; end else begin if Sender is TCheckBox then TCheckBox(Sender).Font.Color := clFailed; if Sender is TButton then TButton(Sender).Font.Color :=clFailed; end; end; function TF_Param_Mod.SendFrame_645_2(Sender: TObject; ctrl:Byte; DI:LongWord; pData:PByte=nil; datalen:Integer=0):Boolean; var i,sendcounter:Integer; p:PByte; dataUnit:array[0..255]of Byte; begin Result := False; O_ProTx_645.MakeFrame_645(ctrl, DI, pData, datalen); case ctrl of ctrl_read_97, ctrl_write_97: dataUnit[0] := 1; //规约类型 ctrl_read_07, ctrl_write_07: dataUnit[0] := 2; //规约类型 else dataUnit[0] := 3; //规约类型 end; dataUnit[1] := 0; //从节点附属节点数量n dataUnit[2] := O_ProTx_645.GetFrameLen(); //报文长度L MoveMemory(@dataUnit[3], O_ProTx_645.GetFrameBuf(), O_ProTx_645.GetFrameLen()); MakeFrame(AFN_ROUTER_TRANS, F213, @dataUnit[0],O_ProTx_645.GetFrameLen()+3); if Sender is TCheckBox then TCheckBox(Sender).Font.Color := clBlack; if Sender is TButton then TButton(Sender).Font.Color :=clBlack; if F_Main.SendDataAuto() and WaitForResp(Sender,AFN_ROUTER_TRANS,F1) and O_ProRx_645.CheckFrame(GetDataUnit(), GetDataUnitLen()) and O_ProRx_645.IsRespOK() then begin m_pData := O_ProRx_645.GetDataUnit(); m_nLen := O_ProRx_645.GetDataUnitLen(); m_data := 0; p := m_pData; for i:=0 to m_nLen-1 do begin m_data := m_data or (Int64(p^ and $ff) shl (i*8)); //左移优先级比乘法还高 Inc(p); end; if Sender is TCheckBox then TCheckBox(Sender).Font.Color := clSucced; if Sender is TButton then TButton(Sender).Font.Color :=clSucced; Result := True; end else begin if Sender is TCheckBox then TCheckBox(Sender).Font.Color := clFailed; if Sender is TButton then TButton(Sender).Font.Color :=clFailed; end; end; procedure TF_Param_Mod.btn_readClick(Sender: TObject); var chk:TCheckBox; pData2:PWORD; pData1:PByte; begin TButton(Sender).Enabled := False; g_bStop := False; chk := chk_plc_frequency; if chk.Checked and not g_bStop then begin chk.Font.Color := clBlack; cbb_plc_frequency.ItemIndex := -1; MakeFrame(AFN_READ_SELF,F1); F_Main.SendDataAuto(); F_Operation.DisplayOperation(Format('抄读载波频率',[])); if WaitForResp(chk,AFN_READ_SELF,F1) then begin { FB, BB BB BB 为频率 80/120K,双扩频模式 FC, BB BB BB 为频率 80/120K,XC兼容模式 FD, CC CC CC 为频率 96/160K,双扩频模式 FA, CC CC CC 为频率 96/160K,高速模式 } pData2 := @(GetDataUnit()^); { if pData2^=$BBFB then cbb_plc_frequency.ItemIndex := 0; if pData2^=$BBFC then cbb_plc_frequency.ItemIndex := 1; if pData2^=$CCFD then cbb_plc_frequency.ItemIndex := 2; if pData2^=$CCFA then cbb_plc_frequency.ItemIndex := 3; } cbb_plc_frequency.ItemIndex := cbb_plc_frequency.Items.IndexOfObject(TObject(pData2^)); end; end; chk := chk_rt_mode; if chk.Checked and not g_bStop then begin chk.Font.Color := clBlack; cbb_rt_mode.ItemIndex := -1; MakeFrame($02, F5); F_Main.SendDataAuto(); F_Operation.DisplayOperation(Format('抄读路由运行模式',[])); if WaitForResp(chk, $02, F5) then begin pData1 := @(GetDataUnit()^); cbb_rt_mode.ItemIndex := cbb_rt_mode.Items.IndexOfObject(TObject(pData1^ and $ff)); end; end; chk := chk_version; if chk.Checked and not g_bStop then begin chk.Font.Color := clBlack; edt_version.Text := ''; MakeFrame($03,F1); F_Main.SendDataAuto(); F_Operation.DisplayOperation(Format('抄读集中器模块版本号',[])); if WaitForResp(chk,$03,F1) then begin pData1 := GetDataUnit(); edt_plcnode_count.Text := Format('', []); edt_version.Text := Format('版本:%.2x%.2x,日期:%.2x-%.2x-%.2x,芯片:%s%s,厂商:%s%s',[ PByte(Integer(pData1)+8)^, PByte(Integer(pData1)+7)^, PByte(Integer(pData1)+6)^, PByte(Integer(pData1)+5)^, PByte(Integer(pData1)+4)^, PChar(Integer(pData1)+3)^, PChar(Integer(pData1)+2)^, PChar(Integer(pData1)+1)^, PChar(Integer(pData1)+0)^ ]); end; end; chk := chk_version_plc; if chk.Checked and not g_bStop then begin chk.Font.Color := clBlack; edt_version_plc.Text := ''; MakeFrame($03,F1,nil,0,0,True); F_Main.SendDataAuto(); F_Operation.DisplayOperation(Format('抄读载波版本号',[])); if WaitForResp(chk,$03,F1) then begin pData1 := GetDataUnit(); edt_version_plc.Text := Format('版本:%.2x%.2x,日期:%.2x-%.2x-%.2x,芯片:%s%s,厂商:%s%s',[ PByte(Integer(pData1)+8)^, PByte(Integer(pData1)+7)^, PByte(Integer(pData1)+6)^, PByte(Integer(pData1)+5)^, PByte(Integer(pData1)+4)^, PChar(Integer(pData1)+3)^, PChar(Integer(pData1)+2)^, PChar(Integer(pData1)+1)^, PChar(Integer(pData1)+0)^ ]); end; end; chk := chk_plcnode_count; if chk.Checked and not g_bStop then begin chk.Font.Color := clBlack; edt_plcnode_count.Text := ''; MakeFrame($10,F1); F_Main.SendDataAuto(); F_Operation.DisplayOperation(Format('抄读载波节点数量',[])); if WaitForResp(chk,$10,F1) then begin pData2 := @(GetDataUnit()^); edt_plcnode_count.Text := Format('%d',[pData2^]); end; end; TButton(Sender).Enabled := True; end; procedure TF_Param_Mod.btn_writeClick(Sender: TObject); var chk:TCheckBox; buf:array[0..63]of Byte; p:Integer; begin TButton(Sender).Enabled := False; g_bStop := False; chk := chk_plc_frequency; if chk.Checked and not g_bStop then begin chk.Font.Color := clBlack; p := 0; { if cbb_plc_frequency.ItemIndex=0 then begin buf[p] := $FB; Inc(p); buf[p] := $BB; Inc(p); end else if cbb_plc_frequency.ItemIndex=1 then begin buf[p] := $FC; Inc(p); buf[p] := $BB; Inc(p); end else if cbb_plc_frequency.ItemIndex=2 then begin buf[p] := $FD; Inc(p); buf[p] := $CC; Inc(p); end else if cbb_plc_frequency.ItemIndex=3 then begin buf[p] := $FA; Inc(p); buf[p] := $CC; Inc(p); end; } if cbb_plc_frequency.ItemIndex>=0 then begin (PWORD(@buf[p]))^ := Integer(cbb_plc_frequency.Items.Objects[cbb_plc_frequency.ItemIndex]); Inc(p, 2); end; if p>0 then begin MakeFrame(AFN_WRITE_SELF,F1,@buf[0],p); F_Main.SendDataAuto(); F_Operation.DisplayOperation(Format('设置载波频率',[])); //WaitForResp(chk,AFN_WRITE_SELF,F1); WaitForResp(chk,AFN_CONFIRM,F1); end else begin MyMessageBox(Handle,'请选择载波频率!','提示',MB_OK or MB_ICONINFORMATION); end; end; chk := chk_rt_mode; if chk.Checked and not g_bStop then begin chk.Font.Color := clBlack; p := 0; if cbb_rt_mode.ItemIndex>=0 then begin (PByte(@buf[p]))^ := Integer(cbb_rt_mode.Items.Objects[cbb_rt_mode.ItemIndex]); Inc(p, 1); end; if p>0 then begin MakeFrame($01, F7, @buf[0], p); F_Main.SendDataAuto(); F_Operation.DisplayOperation(Format('设置路由运行模式',[])); WaitForResp(chk, $01, F7); end else begin MyMessageBox(Handle,'请选择路由运行模式!','提示',MB_OK or MB_ICONINFORMATION); end; end; TButton(Sender).Enabled := True; end; procedure TF_Param_Mod.btn_stop_plcClick(Sender: TObject); begin TButton(Sender).Enabled := False; g_bStop := False; MakeFrame(AFN_CTRL_ROUTER,F2); if F_Main.SendDataAuto() and WaitForResp(Sender,AFN_CONFIRM,F1) then; TButton(Sender).Enabled := True; end; procedure TF_Param_Mod.btn_resume_plcClick(Sender: TObject); begin TButton(Sender).Enabled := False; g_bStop := False; MakeFrame(AFN_CTRL_ROUTER,F3); if F_Main.SendDataAuto() and WaitForResp(Sender,AFN_CONFIRM,F1) then; TButton(Sender).Enabled := True; end; procedure TF_Param_Mod.FormCreate(Sender: TObject); var i:Integer; begin inherited; cbb_plc_frequency.Clear; if g_fre_type=ftOld then begin cbb_plc_frequency.Items.AddObject('80/120K,双扩频模式', TObject($BBFB)); cbb_plc_frequency.Items.AddObject('80/120K,XC兼容模式', TObject($BBFC)); cbb_plc_frequency.Items.AddObject('96/160K,双扩频模式', TObject($CCFD)); cbb_plc_frequency.Items.AddObject('96/160K,高速模式', TObject($CCFA)); cbb_plc_frequency.Items.AddObject('F7 高频模式', TObject($BBF7)); cbb_plc_frequency.Items.AddObject('F9 晓程模式', TObject($BBF9)); end else begin cbb_plc_frequency.Items.AddObject('东软3代', TObject($BBF3)); for i:=1 to 15 do begin //F3, BB BB BB 东软三代 //BX, BB BB BB 东软3.5代 X:0-F cbb_plc_frequency.Items.AddObject(Format('东软3.5代,%.2d',[i]), TObject(StrToInt( Format('xBBB%x', [i]) ))); end; cbb_plc_frequency.ItemIndex := cbb_plc_frequency.Items.IndexOfObject(TObject($BBBA)); end; cbb_rt_mode.Clear; cbb_rt_mode.Items.AddObject('01H标准协议', TObject($01)); cbb_rt_mode.Items.AddObject('02H扩展路由协议', TObject($02)); cbb_rt_mode.Items.AddObject('03H东软RT-III协议', TObject($03)); cbb_meter_protocol_snChange(cbb_meter_protocol_sn); end; procedure TF_Param_Mod.chk_allClick(Sender: TObject); begin inherited; MakeCheck(scrlbx1, TCheckBox(Sender).Checked); end; procedure TF_Param_Mod.btn_read_meter_energyClick(Sender: TObject); var ret:Boolean; meterNo:Int64; begin if TryStrToInt64('x'+edt_meter_no.Text, meterNo) then begin O_ProTx_645.SetDeviceAddr(meterNo); end; TButton(Sender).Enabled := False; g_bStop := False; edt_read_energy.Text := ''; if cbb_meter_protocol.ItemIndex=0 then ret := SendFrame_645(Sender, ctrl_read_97, $9010) else ret := SendFrame_645(Sender, ctrl_read_07, $00010000); if ret then begin edt_read_energy.Text := Format('%.6x.%.2x',[m_data shr 8 and $ffffff, m_data and $ff]); end; TButton(Sender).Enabled := True; end; procedure TF_Param_Mod.btn_read_meter_energy_by_snClick(Sender: TObject); var ret:Boolean; meterSn:Int64; meter_sn_start:Int64; meter_sn_end:Int64; pData:PByte; DI:Int64; begin TButton(Sender).Enabled := False; TryStrToInt64(edt_meter_sn_start.Text, meter_sn_start); TryStrToInt64(edt_meter_sn_end.Text, meter_sn_end); g_bStop := False; meterSn := meter_sn_start; edt_success.Text := '0'; edt_failed.Text := '0'; while not g_bStop do begin O_ProTx_645.SetDeviceAddr(meterSn); TryStrToInt64('x'+edt_DI.Text, DI); if cbb_meter_protocol_sn.ItemIndex=0 then ret := SendFrame_645_2(Sender, ctrl_read_97, DI) else ret := SendFrame_645_2(Sender, ctrl_read_07, DI); if ret then begin if (GetAFN()=$13)and(GetFn()=F1) then begin pData := GetDataUnit(); Inc(pData); if (pData^<>0) then //不超时 begin edt_success.Text := IntToStr(StrToInt(edt_success.Text)+1); end else //超时 begin edt_failed.Text := IntToStr(StrToInt(edt_failed.Text)+1); end; end; end else begin edt_failed.Text := IntToStr(StrToInt(edt_failed.Text)+1); end; Inc(meterSn); if meterSn>meter_sn_end then Break; end; TButton(Sender).Enabled := True; end; procedure TF_Param_Mod.cbb_meter_protocol_snChange(Sender: TObject); begin inherited; if cbb_meter_protocol_sn.ItemIndex=0 then edt_DI.Text := '9010' else edt_DI.Text := '00010000'; end; end.
{ @html(<b>) Timer @html(</b>) - Copyright (c) Danijel Tkalcec @html(<br><br>) Thread-safe timer class, tightly coupled with the RTC Window Handle and Thread Pool mechanisms. @html(<br>) This class is used internally by TRtcConnection and all its descendant classes to implement the timeout, reconnect and restart functionality. } unit rtcTimer; {$INCLUDE rtcDefs.inc} interface uses rtcTrashcan, Windows, Messages, SysUtils, Classes, rtcSyncObjs, rtcThrPool, rtcHWndPool, rtcLog; type // @Abstract(Events used by RTC Timer) TRtcTimerEvent = procedure of object; { @Abstract(RTC Timer class) This class ensures a Thread-Safe Timer by using the RTC Window Handle Pool and RTC Thread Pool instead of the TTimer class implementation. } TRtcTimer = class private FRunning:boolean; FAutoDisable:boolean; FAutoDestroy:boolean; FHandle:HWND; FEvent:TRtcTimerEvent; FThr:TRtcThread; FJob:TObject; FInterval:Cardinal; FNextTrigger:Cardinal; public // Create a Timer. To start the timer, use the @Link(Enable) method. constructor Create(Multi_Threaded:boolean); virtual; { @exclude } destructor Destroy; override; { Allways use Stop instead of Free or Destroy! } class procedure Stop(me:TObject); { Disable the Timer } class procedure Disable(me:TObject); { Enable the Timer to trigger 'Event' every 'Wait' miliseconds. If AutoDisable is True, Timer will be automatically disabled after the event has been triggered. If AutoDestroy is True, Timer object will be automaticaly destroyed after the event has been triggered. } class procedure Enable(me:TObject; Wait:Cardinal; Event:TRtcTimerEvent; AutoDisable:boolean=False; AutoDestroy:boolean=False); overload; { Enable the Timer to post the 'Job' to Thread 'Thr' every 'Wait' miliseconds. If AutoDisable is True, Timer will be automatically disabled after the event has been triggered. If AutoDestroy is True, Timer object will be automaticaly destroyed after the event has been triggered. } class procedure Enable(me:TObject; Wait:Cardinal; Thr:TRtcThread; Job:TObject; AutoDisable:boolean=False; AutoDestroy:boolean=False); overload; { Reset elapsed time counter. This will make the Timer skip one upcoming event. } class procedure Reset(me:TObject); { For internal use only!!! Called by the framework to call the Event for this timer. @exclude } class procedure Timer(me:TObject); end; { For internal use only!!! Called by the framework to find the Timer matching the Timer ID included in the Windows message. @exclude } function rtcGetTimer(ID:LongWord):TRtcTimer; implementation uses memBinList; var TimerList:tBinList; CS:TRtcCritSec; procedure CloseTimerPool; begin CS.Enter; try if assigned(TimerList) then begin TimerList.Free; TimerList:=nil; end; finally CS.Leave; end; end; function rtcStoreTimer(obj:TObject):boolean; begin Result:=False; if not assigned(CS) then Exit; CS.Enter; try if not assigned(TimerList) then TimerList:=tBinList.Create(128); if assigned(TimerList) then if TimerList.search(longint(Obj))=0 then begin Result:=True; TimerList.insert(longint(Obj), 1); end; finally CS.Leave; end; end; function rtcRemoveTimer(obj:TObject):boolean; begin Result:=False; if not assigned(CS) then Exit; CS.Enter; try if assigned(TimerList) then if TimerList.search(longint(Obj))>0 then begin TimerList.remove(longint(Obj)); Result:=True; end; finally CS.Leave; end; end; function rtcGetTimer(ID:LongWord):TRtcTimer; begin Result:=nil; if not assigned(CS) then Exit; CS.Enter; try if assigned(TimerList) then if TimerList.search(ID)>0 then Result:=TRtcTimer(ID); finally if Result=nil then CS.Leave; end; end; function rtcEnterTimer(ID:LongWord):boolean; begin Result:=False; if not assigned(CS) then Exit; CS.Enter; try if assigned(TimerList) then if TimerList.search(ID)>0 then Result:=True; finally if not Result then CS.Leave; end; end; procedure rtcLeaveTimer; begin if not assigned(CS) then Exit; CS.Leave; end; constructor TRtcTimer.Create(Multi_Threaded:boolean); begin inherited Create; FRunning:=False; FHandle := rtcGetHWND(Multi_Threaded); FInterval := 0; FNextTrigger := 0; rtcStoreTimer(self); end; destructor TRtcTimer.Destroy; begin rtcRemoveTimer(self); if FRunning then begin FRunning:=False; KillTimer(FHandle,LongWord(self)); end; rtcReturnHWND(FHandle); inherited Destroy; end; class procedure TRtcTimer.Stop(me:TObject); begin if rtcRemoveTimer(me) then me.Free; end; class procedure TRtcTimer.Timer(me:TObject); var FE:TRtcTimerEvent; TH:TRtcThread; JO:TObject; intimer:boolean; begin intimer:=True; with TRtcTimer(me) do try if FRunning and (GetTickCount>=FNextTrigger) then begin if assigned(FEvent) then begin FNextTrigger:=GetTickCount + FInterval; if FAutoDisable then begin FRunning:=False; KillTimer(FHandle, LongWord(me)); end; FE:=FEvent; if FAutoDestroy then Free; rtcLeaveTimer; intimer:=False; FE; end else if assigned(FThr) then begin FNextTrigger:=GetTickCount+FInterval; if FAutoDisable then begin FRunning:=False; KillTimer(FHandle, LongWord(me)); end; TH:=FThr; JO:=FJob; if FAutoDestroy then Free; rtcLeaveTimer; intimer:=False; TRtcThread.PostJob(TH, JO); end else // Disable ... begin FRunning:=False; KillTimer(FHandle, LongWord(me)); if FAutoDestroy then Free; end; end; finally if intimer then rtcLeaveTimer; end; end; class procedure TRtcTimer.Disable(me:TObject); begin if rtcEnterTimer(longword(me)) then with TRtcTimer(me) do try if FRunning then begin FRunning:=False; KillTimer(FHandle, LongWord(me)); end; finally rtcLeaveTimer; end; end; class procedure TRtcTimer.Reset(me:TObject); begin if rtcEnterTimer(longword(me)) then with TRtcTimer(me) do try if FRunning then FNextTrigger:=GetTickCount + FInterval; finally rtcLeaveTimer; end; end; class procedure TRtcTimer.Enable(me:TObject; Wait: Cardinal; Event: TRtcTimerEvent; AutoDisable:boolean=False; AutoDestroy:boolean=False); begin if rtcEnterTimer(LongWord(me)) then with TRtcTimer(me) do try FAutoDisable:=AutoDisable or AutoDestroy; FAutoDestroy:=AutoDestroy; FThr:=nil; FEvent:=Event; FInterval:=Wait; FNextTrigger:=GetTickCount+Wait; if SetTimer(FHandle, LongWord(me), Wait, nil) = 0 then raise EOutOfResources.Create('No more timers available.') else FRunning:=True; finally rtcLeaveTimer; end; end; class procedure TRtcTimer.Enable(me:TObject; Wait:Cardinal; Thr:TRtcThread; Job:TObject; AutoDisable:boolean=False; AutoDestroy:boolean=False); begin if rtcEnterTimer(LongWord(me)) then with TRtcTimer(me) do try FAutoDisable:=AutoDisable or AutoDestroy; FAutoDestroy:=AutoDestroy; FThr:=Thr; FJob:=Job; FEvent:=nil; FInterval:=Wait; FNextTrigger:=GetTickCount+Wait; if SetTimer(FHandle, LongWord(me), Wait, nil) = 0 then raise EOutOfResources.Create('No more timers available.') else FRunning:=True; finally rtcLeaveTimer; end; end; function RtcTimerWindowProc(ahWnd : HWND; auMsg : LongWord; awParam : WPARAM; alParam : LPARAM): Integer; stdcall; var Obj : TObject; begin if auMsg=WM_TIMER then begin if (awParam<>0) then Obj:=rtcGetTimer(awParam) else Obj:=nil; if (Obj<>nil) and (Obj is TRtcTimer) then begin try TRtcTimer.Timer(Obj); except on E:Exception do Log('WM_TIMER',E); end; Result := 0; end else Result := DefWindowProc(ahWnd, auMsg, awParam, alParam); end else Result := DefWindowProc(ahWnd, auMsg, awParam, alParam); end; var RtcTimerRegistered:boolean=False; RtcTimerWindowClass: TWndClass = ( style : 0; lpfnWndProc : @RtcTimerWindowProc; cbClsExtra : 0; cbWndExtra : SizeOf(Pointer); hInstance : 0; hIcon : 0; hCursor : 0; hbrBackground : 0; lpszMenuName : nil; lpszClassName : 'RtcTimerWindowClass'); procedure RtcTimerUnregisterClass; begin if RtcTimerRegistered then begin Windows.UnregisterClass(RtcTimerWindowClass.lpszClassName, HInstance); RtcTimerRegistered:=False; end; end; procedure RtcTimerRegisterClass; var TempClass : TWndClass; ClassRegistered : Boolean; begin if not RTcTimerRegistered then begin RtcTimerWindowClass.hInstance := HInstance; ClassRegistered := GetClassInfo(HInstance, RtcTimerWindowClass.lpszClassName, TempClass); if not ClassRegistered then begin if Windows.RegisterClass(RtcTimerWindowClass)=0 then Exit; end; RtcTimerRegistered:=True; end; end; initialization CS:=TRtcCritSec.Create; RTC_HWND_CLASS_NAME:=RtcTimerWindowClass.lpszClassName; RtcTimerRegisterClass; rtcInitMainHWND; finalization CloseTimerPool; RtcTimerUnregisterClass; rtcReleaseMainHWND; Garbage(CS); end.
(**********************************************************************************) (* Code generated with NexusDB Enterprise Manager Data Dictionary Code Generator *) (* *) (* Version: 3,0101 *) (* *) (**********************************************************************************) unit ncTableDefs; interface uses Classes, nxdb, nxsdTypes, nxsdKeyFieldEngineBase, nxsdDataDictionary; type TnxcgProgressCallback = procedure(const aTableName : String; var aStatus : TnxTaskStatus; var aCancel : Boolean) of object; procedure BuildAndEvolveDatabase(aDatabase : TnxDatabase; aProgressCallback : TnxcgProgressCallback = nil; const aPassword : String = ''); procedure RestructureDatabase(aDatabase : TnxDatabase; aProgressCallback : TnxcgProgressCallback = nil; const aPassword : String = ''); procedure PackDatabase(aDatabase : TnxDatabase; aProgressCallback : TnxcgProgressCallback = nil; const aPassword : String = ''); function DatabaseVersion: Cardinal; function DatabaseVersionStr: String; function GetTableDictionary(aDatabase : TnxDatabase; const aTableName : String): TnxDataDictionary; // procedure GetTableNames(aSL: TStrings); // function GetTablePrimaryKey(aTable: String): String; type TnxcgCreateDictCallback = function(aDatabase : TnxDatabase): TnxDataDictionary; TncTableInfo = class public TableName : String; Backup : Byte; ID_Name : String; ID_IxName : String; UID_Name : String; UID_IxName : String; Callback : TnxcgCreateDictCallback; TableID : Byte; function Bkp: Boolean; constructor Create( aTableName : String; aCallback : TnxcgCreateDictCallback; aTableID : Byte; aBackup : Byte; aID_Name : String; aID_IxName : String; aUID_Name : String; aUID_IxName : String); end; TncTableManager = class private FItems: TList; function GetByName(aName: String): TncTableInfo; function GetByID(aID: Byte): TncTableInfo; function GetItem(aIndex: Integer): TncTableInfo; public constructor Create; destructor Destroy; override; procedure Add( aTableName : String; aCallback : TnxcgCreateDictCallback; aTableID : Byte; aBackup : Byte = 1; aID_Name : String = ''; aID_IxName : String = ''; aUID_Name : String = ''; aUID_IxName : String = ''); function Count: Integer; procedure GetTableNames(sl: TStrings); property Items[aIndex: Integer]: TncTableInfo read GetItem; property Tables[aName: String]: TncTableInfo read GetByName; default; property Tables[aID: Byte]: TncTableInfo read GetByID; default; end; const sEncPass = 'CEWk4jhsad3f'; var gTables : TncTableManager; gEvolvingTables : Boolean = False; gEvolvingTableName : String = ''; implementation uses {$IFDEF NXWINAPI}nxWinAPI{$ELSE}Windows{$ENDIF}, Math, SysUtils, StrUtils, Variants, DBCommon, nxllTypes, nxllBde, nxllException, nxllWideString, nxsdConst, nxsdDataDictionaryStrings, nxsdDataDictionaryRefInt, nxsdDataDictionaryFulltext, nxsdFilterEngineSimpleExpression, nxsdFilterEngineSql, nxsdServerEngine, nxsdTableMapperDescriptor, ncClassesBase, kwicDescriptor, kwicEngine, ncVersionInfo, ncsFrmBackup, ncDebug; threadvar aCopiouArqs : Boolean; // ConvUnid function __ConvUnid(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('A', '', nxtNullString, 10, 0, False); AddField('B', '', nxtNullString, 10, 0, False); AddField('Fator', '', nxtDouble, 0, 0, False); AddField('Mult', '', nxtBoolean, 0, 0, False); AddField('Universal', '', nxtBoolean, 0, 0, False); AddField('Produto', '', nxtWord32, 10, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IABUniv', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('A')); Add(GetFieldFromName('B')); Add(GetFieldFromName('Universal')); Add(GetFieldFromName('Produto')); end; with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // ProdFor function __xmls_compra(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('ChaveNFE', '', nxtNullString, 44, 0, False); AddField('xml', '', nxtBlobMemo, 10, 0, False); AddField('Tran', '', nxtWord32, 10, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IChaveNFE', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ChaveNFE')); with AddIndex('ITran', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Tran')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __SolicitacoesSped(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('dataIni', '', nxtDate, 0, 0, False); AddField('dataFim', '', nxtDate, 0, 0, False); AddField('dataInclusao', '', nxtDateTime, 0, 0, False); AddField('dataConclusao', '', nxtDateTime, 0, 0, False); AddField('usuario', '', nxtNullString, 50, 0, False); AddField('cnpj_emissor', '', nxtNullString, 25, 0, False); AddField('status', '', nxtWord32, 0, 0, False); AddField('resultado', '', nxtBlobMemo, 10, 0, False); AddField('spedGerado', '', nxtBlobMemo, 10, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IStatus', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('status')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // ProdFor function __DadosFiscais(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('ChaveNFE', '', nxtNullString, 44, 0, False); AddField('NomeFor', '', nxtNullString, 50, 0, False); AddField('nItem', '', nxtWord16, 0, 0, False); AddField('Produto', '', nxtWord32, 0, 0, False); AddField('DataNF', '', nxtDateTime, 0, 0, False); AddField('CNPJFor', '', nxtNullString, 19, 0, False); AddField('Quant', '', nxtDouble, 0, 0, False); AddField('CustoU', '', nxtCurrency, 0, 0, False); AddField('QuantOrig', '', nxtDouble, 0, 0, False); AddField('DadosFiscais', '', nxtBlobMemo, 10, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IChaveNFEnItem', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('ChaveNFE')); Add(GetFieldFromName('nItem')); end; with AddIndex('ICNPJForProdutoDataNF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('CNPJFor')); Add(GetFieldFromName('Produto')); Add(GetFieldFromName('DataNF')); end; with AddIndex('IProdutoDataNF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Produto')); Add(GetFieldFromName('DataNF')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __cfop_dev(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('cfop_compra', '', nxtWord16, 5, 0, False); AddField('cfop', '', nxtWord16, 5, 0, False); AddField('natop', '', nxtWideString, 60, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('Icfop_compra', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('cfop_compra')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __Sped_C190(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Tran', '', nxtWord32, 10, 0, False); AddField('CST_ICMS', '', nxtNullString, 5, 0, False); AddField('CFOP', '', nxtNullString, 8, 0, False); AddField('ALIQ_ICMS', '', nxtCurrency, 8, 2, False); AddField('VL_OPER', '', nxtCurrency, 8, 2, False); AddField('VL_BC_ICMS', '', nxtCurrency, 8, 2, False); AddField('VL_ICMS', '', nxtCurrency, 8, 2, False); AddField('VL_BC_ICMS_ST', '', nxtCurrency, 8, 2, False); AddField('VL_ICMS_ST', '', nxtCurrency, 8, 2, False); AddField('VL_RED_BC', '', nxtCurrency, 8, 2, False); AddField('VL_IPI', '', nxtCurrency, 8, 2, False); AddField('COD_OBS', '', nxtNullString, 6, 0, False); end; // with EnsureIndicesDescriptor do begin with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('ITranCfopCstAliq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tran')); Add(GetFieldFromName('CFOP')); Add(GetFieldFromName('CST_ICMS')); Add(GetFieldFromName('ALIQ_ICMS')); end; with AddIndex('ITran', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Tran')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __Sped_E210(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Tran', '', nxtWord32, 6, 0, False); AddField('ID_UF', '', nxtWord32, 5, 0, False); AddField('DT_APURACAO', '', nxtDate, 0, 0, False); AddField('IND_MOV_ST', '', nxtCurrency, 8, 0, False); AddField('VL_SLD_CRED_ANT_ST', '', nxtCurrency, 8, 2, False); AddField('VL_DEVOL_ST', '', nxtCurrency, 8, 2, False); AddField('VL_RESSARC_ST', '', nxtCurrency, 8, 2, False); AddField('VL_OUT_CRED_ST', '', nxtCurrency, 8, 2, False); AddField('VL_AJ_CREDITOS_ST', '', nxtCurrency, 8, 2, False); AddField('VL_RETENCAO_ST', '', nxtCurrency, 8, 2, False); AddField('VL_OUT_DEB_ST', '', nxtCurrency, 8, 2, False); AddField('VL_AJ_DEBITOS_ST', '', nxtCurrency, 8, 2, False); AddField('VL_SLD_DEV_ANT_ST', '', nxtCurrency, 8, 2, False); AddField('VL_DEDUCOES_ST', '', nxtCurrency, 8, 2, False); AddField('VL_ICMS_RECOL_ST', '', nxtCurrency, 8, 2, False); AddField('VL_SLD_CRED_ST_TRAN', '', nxtCurrency, 8, 2, False); AddField('DEB_ESP_ST', '', nxtCurrency, 8, 2, False); end; // with EnsureIndicesDescriptor do begin with AddIndex('IdUFDataApuracao', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('ID_UF')); Add(GetFieldFromName('DT_APURACAO')); end; with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __movEst_Sped(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Tran', '', nxtWord32, 10, 0, False); AddField('MovEst', '', nxtWord32, 10, 0, False); AddField('Produto', '', nxtWord32, 10, 0, False); AddField('Data', '', nxtDate, 0, 0, False); AddField('Num_Item', '', nxtWord32, 10, 0, False); AddField('Num_Item_XML', '', nxtWord32, 10, 0, False); AddField('Cod_Item', '', nxtNullString, 15, 0, False); AddField('Descr_compl', '', nxtNullString, 100, 0, False); AddField('QTD', '', nxtCurrency, 8, 2, False); AddField('Unid', '', nxtNullString, 6, 0, False); AddField('vl_item', '', nxtCurrency, 8, 2, False); AddField('vl_desc', '', nxtCurrency, 8, 2, False); AddField('ind_mov', '', nxtNullString, 5, 0, False); AddField('cst_icms', '', nxtNullString, 5, 0, False); AddField('cfop', '', nxtNullString, 5, 0, False); AddField('cod_nat', '', nxtNullString, 5, 0, False); AddField('vl_bc_icms', '', nxtCurrency, 8, 2, False); AddField('aliq_icms', '', nxtCurrency, 8, 2, False); AddField('vl_icms', '', nxtCurrency, 8, 2, False); AddField('vl_bc_icms_st', '', nxtCurrency, 8, 2, False); AddField('aliq_st', '', nxtCurrency, 8, 2, False); AddField('vl_icms_st', '', nxtCurrency, 8, 2, False); AddField('ind_apur', '', nxtChar, 1, 0, False); AddField('cst_ipi', '', nxtNullString, 2, 0, False); AddField('cod_enq', '', nxtNullString, 3, 0, False); AddField('vl_bc_ipi', '', nxtCurrency, 8, 2, False); AddField('aliq_ipi', '', nxtCurrency, 8, 2, False); AddField('vl_ipi', '', nxtCurrency, 8, 2, False); AddField('cst_pis', '', nxtCurrency, 8, 2, False); AddField('vl_bc_pis', '', nxtCurrency, 8, 2, False); AddField('aliq_pis_perc', '', nxtCurrency, 8, 2, False); AddField('quant_bc_pis', '', nxtCurrency, 8, 2, False); AddField('aliq_pis', '', nxtCurrency, 8, 2, False); AddField('vl_pis', '', nxtCurrency, 8, 2, False); AddField('cst_cofins', '', nxtCurrency, 8, 2, False); AddField('vl_bc_cofins', '', nxtCurrency, 8, 2, False); AddField('aliq_cofins_perc', '', nxtCurrency, 8, 2, False); AddField('quant_bc_cofins', '', nxtCurrency, 8, 2, False); AddField('aliq_cofins', '', nxtCurrency, 8, 2, False); AddField('vl_cofins', '', nxtCurrency, 8, 2, False); AddField('cod_cta', '', nxtNullString, 20, 0, False); end; // with EnsureIndicesDescriptor do begin with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('MovEstProd', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('MovEst')); Add(GetFieldFromName('Produto')); end; with AddIndex('TranProd', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tran')); Add(GetFieldFromName('Produto')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // ProdFor function __ProdFor(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Produto', '', nxtWord32, 10, 0, False); AddField('Fornecedor', '', nxtWord32, 10, 0, False); AddField('Pos', '', nxtWord16, 5, 0, False); AddField('Ref', '', nxtNullString, 20, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IProdFor', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Produto')); Add(GetFieldFromName('Fornecedor')); end; with AddIndex('IForRef', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); Add(GetFieldFromName('Ref')); end; with AddIndex('IProdPos', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Produto')); Add(GetFieldFromName('Pos')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // LinkXML function __LinkXML(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Produto', '', nxtWord32, 10, 0, False); AddField('Fornecedor', '', nxtWord32, 10, 0, False); AddField('Link', '', nxtNullString, 20, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IForLink', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); Add(GetFieldFromName('Link')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // brtrib function __brtrib(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtWord16, 5, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Nome', '', nxtNullString, 50, 0, False); AddField('Origem', '', nxtByte, 2, 0, False); AddField('CST', '', nxtWord16, 3, 0, False); AddField('CSOSN', '', nxtWord16, 5, 0, False); AddField('ICMS', '', nxtDouble, 5, 5, False); AddField('ICMSSt', '', nxtBlobMemo, 0, 0, False); AddField('Padrao', '', nxtBoolean, 0, 0, False); AddField('NFE_CredIcms', '', nxtBoolean, 0, 0, False); AddField('CFOP_nfce', '', nxtWord16, 5, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('INome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Nome')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // CFOP function __CFOP(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('Codigo', '', nxtWord16, 5, 0, False); AddField('Descricao', '', nxtBLOBMemo, 0, 0, False); AddField('Entrada', '', nxtBoolean, 0, 0, False); AddField('Tipo', '', nxtByte, 3, 0, False); AddField('NFCe', '', nxtBoolean, 0, 0, False); with AddField('Ordem', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 255; AddField('CSOSN', '', nxtWord16, 5, 0, False); AddField('Origem', '', nxtWord16, 5, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('ICodigo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Codigo')); with AddIndex('ITipoCodigo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('Codigo')); end; with AddIndex('IOrdemCodigo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Ordem')); Add(GetFieldFromName('Codigo')); end; with AddIndex('ITipoCodigoOrigem', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('Origem')); Add(GetFieldFromName('Codigo')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // MunBr function __MunBr(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('UF', '', nxtNullString, 2, 0, False); AddField('Nome', '', nxtNullString, 40, 0, False); AddField('Codigo', '', nxtNullString, 7, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IUFNome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('UF')); with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; Flags := $00001000; UseStringSort := True; end; end; end; with AddIndex('IUFCodigo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('UF')); Add(GetFieldFromName('Codigo')); end; with AddIndex('ICodigo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Codigo')); with AddIndex('INome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; Flags := $00001000; UseStringSort := True; end; end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // NFCONFIG function __NFCONFIG(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); with AddField('EmitirNFCe', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('nfe_pedido_na_obs', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('Tipo', '', nxtByte, 5, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := nfcfg_nfce; with AddField('RemoverNFCe', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('UsarPautaMaiorMVA', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('EmitirNFE', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('CertificadoDig', '', nxtNullString, 300, 0, False); AddField('sat_modelo', '', nxtByte, 5, 0, False); AddField('sat_config', '', nxtNullString, 50, 0, False); AddField('sat_esq', '', nxtByte, 5, 0, False); AddField('nfe_permite_cred_icms', '', nxtBoolean, 0, 0, False); AddField('nfe_perc_cred_icms', '', nxtDouble, 0, 0, False); AddField('Contabilidade', '', nxtNullString, 19, 0, False); AddField('exigir_peso_vol', '', nxtBoolean, 0, 0, False); AddField('enviar_peso_vol_def', '', nxtBoolean, 0, 0, False); with AddField('auto_calc_peso_def', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('nfe_venda', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('tipodoc_padrao', '0-selecionar, 1-cupom, 2-nf-e', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; AddField('PinCert', '', nxtNullString, 50, 0, False); with AddField('DependNFCEOk', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('DependSATOk', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('DependNFEOk', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('TipoCert', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; AddField('AutoPrintNFCe', '', nxtBoolean, 0, 0, False); with AddField('CRT', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 1; AddField('NCM_Padrao', '', nxtNullString, 8, 0, False); AddField('Trib_Padrao', '', nxtWord16, 0, 0, False); AddField('MostrarDadosNFE', '', nxtBoolean, 0, 0, False); AddField('ModeloNFE', '', nxtNullString, 5, 0, False); AddField('ModeloNFCe', '', nxtNullString, 5, 0, False); with AddField('SerieNFCe', '', nxtNullString, 5, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := '1'; with AddField('SerieNFe', '', nxtNullString, 5, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := '1'; AddField('NomeDllSat', '', nxtNullString, 200, 0, False); AddField('SignACSat', '', nxtNullString, 344, 0, False); AddField('CodigoAtivacao', '', nxtNullString, 50, 0, False); with AddField('AssociarSignAC', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('InicioNFe', '', nxtWord32, 10, 0, False); AddField('InicioNFCe', '', nxtWord32, 10, 0, False); AddField('RazaoSocial', '', nxtNullString, 100, 0, False); AddField('NomeFantasia', '', nxtNullString, 50, 0, False); AddField('CNPJ', '', nxtNullString, 20, 0, False); AddField('IE', '', nxtNullString, 20, 0, False); AddField('End_Logradouro', '', nxtNullString, 100, 0, False); AddField('End_Numero', '', nxtNullString, 10, 0, False); AddField('End_Complemento', '', nxtNullString, 20, 0, False); AddField('End_Bairro', '', nxtNullString, 40, 0, False); AddField('End_UF', '', nxtNullString, 2, 0, False); AddField('End_CEP', '', nxtNullString, 9, 0, False); AddField('End_Municipio', '', nxtNullString, 50, 0, False); AddField('End_CodMun', '', nxtNullString, 7, 0, False); AddField('End_CodUF', '', nxtByte, 3, 0, False); AddField('Telefone', '', nxtNullString, 20, 0, False); with AddField('tpAmb', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 2; with AddField('tpAmbNFE', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 2; AddField('CSC', '', nxtNullString, 100, 0, False); AddField('IdCSC', '', nxtNullString, 10, 0, False); with AddField('PedirEmail', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 1; with AddField('PedirCPF', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 1; AddField('FromEmail', '', nxtNullString, 100, 0, False); AddField('AssuntoEmail', '', nxtNullString, 100, 0, False); AddField('FromName', '', nxtNullString, 50, 0, False); AddField('CorpoEmail', '', nxtBlobMemo, 0, 0, False); AddField('ModeloNFCe_Email', '', nxtGuid, 0, 0, False); AddField('ModeloSAT_Email', '', nxtGuid, 0, 0, False); AddField('ModeloNFE_Email', '', nxtGuid, 0, 0, False); AddField('urls_qrcode_hom', '', nxtBLOBMemo, 0, 0, False); AddField('urls_qrcode_prod', '', nxtBLOBMemo, 0, 0, False); AddField('urls_consulta', '', nxtBLOBMemo, 0, 0, False); AddField('config_nfe', '', nxtBlobMemo, 0, 0, False); AddField('ObsFisco', '', nxtBLOBMemo, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // NFE function __NFE(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin with AddField('UID', '', nxtGUID, 0, 0, False) do with AddDefaultValue(TnxAutoGuidDefaultValueDescriptor) as TnxAutoGuidDefaultValueDescriptor do ApplyAt := [aaClient, aaServer]; AddField('NumSeq', '', nxtAutoInc, 10, 0, False); AddField('Modelo', '', nxtNullString, 5, 0, False); AddField('Serie', '', nxtNullString, 5, 0, False); AddField('Numero', '', nxtWord32, 4, 0, False); AddField('TicksConsulta', '', nxtWord32, 0, 0, False); AddField('Chave', '', nxtNullString, 44, 0, False); AddField('ChaveCont', '', nxtNullString, 44, 0, False); with AddField('ConsultouChave', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('Entrada', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('TipoDoc', 'NFCe=1, SAT=2, NFe=3', nxtByte, 2, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; with AddField('DataHora', '', nxtDateTime, 0, 0, False) do AddDefaultValue(TnxCurrentDateTimeDefaultValueDescriptor); AddField('CFOP', '', nxtWord16, 4, 0, False); AddField('Tran', '', nxtGUID, 0, 0, False); AddField('Recibo', '', nxtNullString, 20, 0, False); AddField('Protocolo', '', nxtNullString, 20, 0, False); AddField('Contingencia', '', nxtBoolean, 0, 0, False); AddField('Status', '', nxtByte, 3, 0, False); AddField('tpAmb', '', nxtByte, 3, 0, False); AddField('StatusNF', '', nxtInt32, 5, 0, False); AddField('XMLdest', '', nxtBLOBMemo, 0, 0, False); AddField('XMLret', '', nxtBLOBMemo, 0, 0, False); AddField('XMLtrans', '', nxtBlobMemo, 0, 0, False); AddField('XMLtransCont', '', nxtBlobMemo, 0, 0, False); AddField('xMotivo', '', nxtBlobMemo, 0, 0, False); AddField('LogEnvio', '', nxtBlobMemo, 0, 0, False); AddField('LogRec', '', nxtBlobMemo, 0, 0, False); AddField('ProtocoloCanc', '', nxtNullString, 20, 0, False); AddField('StatusCanc', '', nxtByte, 0, 0, False); AddField('StatusCancNF', '', nxtInt32, 0, 0, False); AddField('JustCanc', '', nxtBlobMemo, 0, 0, False); AddField('xMotivoCanc', '', nxtBlobMemo, 0, 0, False); AddField('xmlRetCanc', '', nxtBlobMemo, 0, 0, False); AddField('CanceladoPor', '', nxtNullString, 30, 0, False); AddField('CanceladoEm', '', nxtDateTime, 0, 0, False); AddField('StatusInut', '', nxtByte, 0, 0, False); AddField('StatusInutNF', '', nxtInt32, 0, 0, False); AddField('ProtocoloInut', '', nxtNullString, 20, 0, False); AddField('xMotivoInut', '', nxtBlobMemo, 0, 0, False); AddField('xmlRetInut', '', nxtBlobMemo, 0, 0, False); AddField('CPF', '', nxtNullString, 14, 0, False); AddField('Email', '', nxtNullString, 100, 0, False); AddField('IncluidoEm', '', nxtDateTime, 0, 0, False); AddField('EmitidoEm', '', nxtDateTime, 0, 0, False); AddField('ContingenciaEM', '', nxtDateTime, 0, 0, False); AddField('Valor', '', nxtCurrency, 20, 4, False); AddField('TotalNF', '', nxtCurrency, 20, 4, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('INumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('NumSeq')); with AddIndex('IChave', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Chave')); with AddIndex('ITran', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tran')); Add(GetFieldFromName('TipoDoc')) end; with AddIndex('ITipoDocIncluidoEm', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('IncluidoEm')); end; with AddIndex('ITipoDoctpAmbStatusInut', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('tpAmb')); Add(GetFieldFromName('StatusInut')); end; with AddIndex('ITipoDocConsulta', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('tpAmb')); Add(GetFieldFromName('ConsultouChave')); Add(GetFieldFromName('StatusNF')); end; with AddIndex('ITipoDocStatusCancNumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('StatusCanc')); Add(GetFieldFromName('NumSeq')); end; with AddIndex('IStatusCancNumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('StatusCanc')); Add(GetFieldFromName('NumSeq')); end; with AddIndex('ITipoDocNumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('NumSeq')); end; with AddIndex('ITipoDoctpAmbModeloSerieNumero', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('tpAmb')); Add(GetFieldFromName('Modelo')); Add(GetFieldFromName('Serie')); Add(GetFieldFromName('Numero')); end; with AddIndex('ITipoDoctpAmbStatus', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('tpAmb')); Add(GetFieldFromName('Status')); Add(GetFieldFromName('TicksConsulta')); end; with AddIndex('ITipoDocStatusNumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('Status')); Add(GetFieldFromName('NumSeq')); end; with AddIndex('ITipoDoctpAmbDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('tpAmb')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ITipoDocDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoDoc')); Add(GetFieldFromName('DataHora')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __Terminal(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('TermID', '', nxtGUID, 0, 0, False); AddField('Nome', '', nxtNullString, 50, 0, False); AddField('Opcoes', '', nxtBLOBMemo, 0, 0, False); AddField('RECVER', '', nxtWord32, 9, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('ITermID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('TermID')); with AddIndex('INome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Nome')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // CCe function __CCe(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('NumSeq', '', nxtAutoInc, 10, 0, False); AddField('Chave', '', nxtNullString, 44, 0, False); with AddField('DataHora', '', nxtDateTime, 0, 0, False) do AddDefaultValue(TnxCurrentDateTimeDefaultValueDescriptor); AddField('tran_uid', '', nxtGUID, 0, 0, False); AddField('tran_id', '', nxtWord32, 0, 0, False); AddField('nfe_serie', '', nxtNullString, 5, 0, False); AddField('nfe_numero', '', nxtWord32, 0, 0, False); AddField('tpAmbNFE', '', nxtByte, 3, 0, False); AddField('Protocolo', '', nxtNullString, 20, 0, False); AddField('Texto', '', nxtBLOBMemo, 0, 0, False); AddField('Status', '', nxtByte, 3, 0, False); AddField('StatusCCE', '', nxtInt32, 5, 0, False); AddField('XMLdest', '', nxtBLOBMemo, 0, 0, False); AddField('XMLret', '', nxtBLOBMemo, 0, 0, False); AddField('xMotivo', '', nxtBLOBMemo, 0, 0, False); AddField('LogEnvio', '', nxtBLOBMemo, 0, 0, False); AddField('LogRec', '', nxtBLOBMemo, 0, 0, False); AddField('Usuario', '', nxtNullString, 20, 20, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IChaveNumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Chave')); Add(GetFieldFromName('NumSeq')); end; with AddIndex('IChaveStatus', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Chave')); Add(GetFieldFromName('Status')); end; with AddIndex('IStatusNumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Status')); Add(GetFieldFromName('NumSeq')); end; with AddIndex('IDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('DataHora')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('INumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('NumSeq')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // NCM function __NCM(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('NCM', '', nxtNullString, 8, 0, False); AddField('Ex', '', nxtNullString, 2, 0, False); AddField('Descricao', '', nxtNullString, 100, 0, False); AddField('ImpostoFed_Imp', '', nxtDouble, 0, 0, False); AddField('ImpostoFed_Nac', '', nxtDouble, 0, 0, False); AddField('ImpostoEst', '', nxtDouble, 0, 0, False); AddField('ImpostoMun', '', nxtDouble, 0, 0, False); AddField('RECVER', '', nxtWord32, 9, 0, False); end; with EnsureIndicesDescriptor do with AddIndex('IID', 0, idNull), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with IndicesDescriptor.AddIndex('ISuperBusca', 0, True, '', TnxMainIndexTokenKeyDescriptor) do with (KeyDescriptor as TnxMainIndexTokenKeyDescriptor) do MaxTokenSize := 50; // set max key length here with EnsureFulltextDescriptor(Result) do with AddFullTextIndex('full_superbusca') do begin // N.B. you can add extractors for as many fields as you like here: AddFieldTokenExtractor(FieldsDescriptor.GetFieldFromName('Descricao'), '', TnxKwicTokenExtractorDescriptor); with TnxMainIndexTokenIndexDescriptor(AddTokenIndex('ISuperBusca', TnxMainIndexTokenIndexDescriptor)) do begin MainIndexNumber := 2; IgnoreCase := True; { with AddLocaleDescriptor do begin Locale := $00000416; Flags := $00001000; UseStringSort := True; end; } end; end; with EnsureIndicesDescriptor do begin with AddIndex('IDescricao', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Descricao'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; Flags := $00001000; UseStringSort := True; end; end; with AddIndex('INCM', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('NCM')); Add(GetFieldFromName('Ex')); end; with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __Card(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('card_id', '', nxtAutoInc, 10, 0, False); AddField('card_id_ref', '', nxtWord32, 0, 0, False); AddField('method', '', nxtByte, 0, 0, False); with AddField('card_array', '', nxtByte, 0, 0, False) do // 0 - criar json, 1- enviar, 2-enviado with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := card_array_cards; with AddField('status', '', nxtByte, 0, 0, False) do // 0 - criar json, 1- enviar, 2-enviado with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := card_status_criar_json; AddField('created_on', '', nxtDateTime, 0, 0, False); AddField('type', '', nxtByte, 0, 0, False); AddField('id_ref', '', nxtWord32, 0, 0, False); AddField('json', '', nxtBlobWideMemo, 0, 0, False); AddField('json_dif', '', nxtBlobWideMemo, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_card_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('card_id')); with AddIndex('I_status_method_card_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('status')); Add(GetFieldFromName('method')); Add(GetFieldFromName('card_id')); end; with AddIndex('I_card_array_status_method_card_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('card_array')); Add(GetFieldFromName('status')); Add(GetFieldFromName('method')); Add(GetFieldFromName('card_id')); end; with AddIndex('I_type_id_ref_status', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('type')); Add(GetFieldFromName('id_ref')); Add(GetFieldFromName('status')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __bk_process(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('id', '', nxtAutoInc, 10, 0, False); AddField('method', '', nxtByte, 0, 0, False); AddField('table', '', nxtByte, 0, 0, False); AddField('status', '', nxtByte, 0, 0, False); // 0 - criar json, 1 - enviar, 2 - enviado AddField('updated_on', '', nxtDateTime, 0, 0, False); AddField('nex_id', '', nxtWord32, 0, 0, False); AddField('json', '', nxtBlobWideMemo, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('id')); with AddIndex('I_table_nex_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('table')); Add(GetFieldFromName('nex_id')); end; with AddIndex('I_status_table_method_updated_on', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('status')); Add(GetFieldFromName('table')); Add(GetFieldFromName('method')); Add(GetFieldFromName('updated_on')); end; with AddIndex('I_status_method_updated_on', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('status')); Add(GetFieldFromName('method')); Add(GetFieldFromName('updated_on')); end; with AddIndex('I_status_update_on', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('status')); Add(GetFieldFromName('updated_on')); end; with AddIndex('I_status_table_update_on', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('status')); Add(GetFieldFromName('table')); Add(GetFieldFromName('updated_on')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __bk_upload(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('ContentType', '', nxtWideString, 100, 0, False); AddField('Dados', '', nxtBLOB, 0, 0, False); AddField('Table', '', nxtByte, 0, 0, False); AddField('Qtd', '', nxtWord16, 0, 0, False); AddField('Method', '', nxtByte, 0, 0, False); AddField('Resp', '', nxtBlobWideMemo, 0, 0, False); AddField('DH', '', nxtDateTime, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IMethodID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Method')); Add(GetFieldFromName('ID')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __bk_control(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('shopcode', '', nxtWord32, 0, 0, False); AddField('remote_dbinfo', '', nxtBlobMemo, 0, 0, False); AddField('DH', '', nxtDateTime, 0, 0, False); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __Doc(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); AddLocaleDescriptor; with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do with AddDefaultValue(TnxAutoGuidDefaultValueDescriptor) as TnxAutoGuidDefaultValueDescriptor do ApplyAt := [aaClient]; AddField('Tipo', '0-Recibo venda, 1-orçamento, 2-etiqueta, 3-pg.débito', nxtByte, 1, 0, False); AddField('Bobina', '', nxtBoolean, 0, 0, False); AddField('Pais', '', nxtNullString, 2, 0, False); AddField('Lingua', '', nxtNulLString, 5, 0, False); AddField('Free', '', nxtBoolean, 0, 0, False); AddField('TextOnly', '', nxtBoolean, 0, 0, False); AddField('Tamanho', '', nxtNullString, 20, 0, False); AddField('Nome', '', nxtWideString, 100, 0, False); AddField('Obs', '', nxtBLOBWideMemo, 0, 0, False); AddField('Params', '', nxtBLOBMemo, 0, 0, False); AddField('Doc', '', nxtBLOB, 0, 0, False); AddField('Img', '', nxtBLOBGraphic, 0, 0, False); AddField('Custom', '', nxtBoolean, 0, 0, False); with AddField('MinVer', '', nxtWord16, 9, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; with AddField('MaxVer', '', nxtWord16, 9, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 9999; AddField('SRECVER', '', nxtWord32, 9, 0, False); AddField('RECVER', '', nxtWord32, 9, 0, False); end; with EnsureIndicesDescriptor do with AddIndex('IID', 0, idNull), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with IndicesDescriptor.AddIndex('ISuperBuscaDoc', 0, True, '', TnxMainIndexTokenKeyDescriptor) do with (KeyDescriptor as TnxMainIndexTokenKeyDescriptor) do MaxTokenSize := 50; // set max key length here with EnsureFulltextDescriptor(Result) do with AddFullTextIndex('full_superbuscadoc') do begin // N.B. you can add extractors for as many fields as you like here: AddFieldTokenExtractor(FieldsDescriptor.GetFieldFromName('Nome'), '', TnxKwicTokenExtractorDescriptor); { if slIni.Values['docmgr']<>'1' then AddFieldTokenExtractor(FieldsDescriptor.GetFieldFromName('Obs'), '', TnxKwicTokenExtractorDescriptor);} with TnxMainIndexTokenIndexDescriptor(AddTokenIndex('ISuperBuscaDoc', TnxMainIndexTokenIndexDescriptor)) do begin MainIndexNumber := 2; IgnoreCase := True; end; end; with EnsureIndicesDescriptor do with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with EnsureIndicesDescriptor do begin with AddIndex('ITipoBobinaNome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('Bobina')); Add(GetFieldFromName('Nome')); end; with AddIndex('ILinguaTipoBobinaNome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Lingua')); Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('Bobina')); Add(GetFieldFromName('Nome')); end; with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); with AddIndex('ISRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('SRecVer')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __br_cest(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); AddLocaleDescriptor; with FieldsDescriptor do begin AddField('cest', '', nxtWord32, 10, 0, False); AddField('ncm', '', nxtWord32, 10, 0, False); AddField('descr', '', nxtBLOBMemo, 0, 0, False); AddField('apagar', '', nxtBoolean, 0, 0, False); AddField('srecver', '', nxtWord32, 9, 0, False); AddField('recver', '', nxtWord32, 9, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_ncm_cest', 0, idNone), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('ncm')); Add(GetFieldFromName('cest')); end; with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); with AddIndex('ISRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('SRecVer')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __syslog(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); with AddField('DataHora', '', nxtDateTime, 0, 0, False) do with AddDefaultValue(TnxCurrentDateTimeDefaultValueDescriptor) as TnxCurrentDateTimeDefaultValueDescriptor do ApplyAt := [aaServer]; AddField('Info', '', nxtNullString, 30, 0, False); AddField('ver', '', nxtWord16, 0, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idNull), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IInfo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Info')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // IOrcamento function __IOrcamento(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('Orcamento_UID', '', nxtGUID, 0, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Item', '', nxtWord16, 5, 0, False); AddField('Produto', '', nxtWord32, 5, 0, False); AddField('Descr', '', nxtBLOBMemo, 0, 0, False); AddField('Unitario', '', nxtCurrency, 16, 0, False); AddField('Quant', '', nxtDouble, 0, 0, False); AddField('Total', '', nxtCurrency, 16, 0, False); AddField('Desconto', '', nxtCurrency, 16, 0, False); AddField('TotalFinal', '', nxtCurrency, 16, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IOrcamento_UID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Orcamento_UID')); Add(GetFieldFromName('Item')); end; with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Orcamento function __Orcamento(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin with AddField('UID', '', nxtGUID, 0, 0, False) do with AddDefaultValue(TnxAutoGuidDefaultValueDescriptor) as TnxAutoGuidDefaultValueDescriptor do ApplyOnInsert := False; AddField('IDSeq', '', nxtAutoInc, 10, 0, False); AddField('RecVer', '', nxtWord32, 10, 0, False); with AddField('CriadoEm', '', nxtDateTime, 0, 0, False) do with AddDefaultValue(TnxCurrentDateTimeDefaultValueDescriptor) as TnxCurrentDateTimeDefaultValueDescriptor do begin ApplyOnModify := True; ApplyAt := [aaServer]; end; with AddField('Status', '0-Pendente, 1-Aprovado, 2-Recusado, 3-Vendido, 4-Expirado', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; AddField('AtualizadoEm', '', nxtDateTime, 0, 0, False); AddField('AprovadoEm', '', nxtDateTime, 0, 0, False); AddField('RecusadoEm', '', nxtDateTime, 0, 0, False); AddField('VendidoEm', '', nxtDateTime, 0, 0, False); AddField('ExpiradoEm', '', nxtDateTime, 0, 0, False); AddField('StatusAlteradoEm', '', nxtDateTime, 0, 0, False); AddField('Func', '', nxtNullString, 20, 0, False); AddField('IDVenda', '', nxtWord32, 10, 0, False); AddField('Cliente', '', nxtWord32, 10, 0, False); AddField('Total', '', nxtCurrency, 10, 0, False); AddField('Desconto', '', nxtCurrency, 10, 0, False); AddField('TotalFinal', '', nxtCurrency, 16, 0, False); AddField('Vendido', '', nxtBoolean, 0, 0, False); AddField('ValData', '', nxtDateTime, 0, 0, False); AddField('ValModo', '', nxtByte, 0, 0, False); AddField('ValTempo', '', nxtWord16, 0, 0, False); AddField('ValUTempo', '', nxtByte, 0, 0, False); AddField('Obs', '', nxtBLOBMemo, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IUID', 0, idNone), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IIDSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('IDSeq')); with AddIndex('ICriadoEm', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('CriadoEm')); with AddIndex('IAtualizadoEm', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('AtualizadoEm')); with AddIndex('IClienteCriadoEm', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('CriadoEm')); end; with AddIndex('IStatusEm', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Status')); Add(GetFieldFromName('StatusAlteradoEm')); end; with AddIndex('IStatusValData', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Status')); Add(GetFieldFromName('ValData')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Caixa function __Caixa(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('IDLivre', '', nxtNulLString, 10, 0, False); AddField('Aberto', '', nxtBoolean, 0, 0, False); AddField('Usuario', '', nxtNullString, 20, 0, False); AddField('Abertura', '', nxtDateTime, 0, 0, False); AddField('Fechamento', '', nxtDateTime, 0, 0, False); AddField('Reproc', '', nxtDateTime, 0, 0, False); AddField('TotalFinal', '', nxtCurrency, 16, 0, False); AddField('Descontos', '', nxtCurrency, 16, 0, False); AddField('Cancelamentos', '', nxtCurrency, 16, 0, False); AddField('Sangria', '', nxtCurrency, 16, 0, False); AddField('Supr', '', nxtCurrency, 16, 0, False); AddField('SaldoAnt', '', nxtCurrency, 16, 0, False); AddField('Obs', '', nxtBLOBMemo, 0, 0, False); AddField('EstSessoesQtd', '', nxtInt32, 10, 0, False); AddField('EstSessoesTempo', '', nxtDouble, 0, 0, False); AddField('EstUrls', '', nxtInt32, 10, 0, False); AddField('EstSyncOk', '', nxtBoolean, 0, 0, False); AddField('EstBuscasEng', '', nxtBLOBMemo, 0, 0, False); AddField('EstRes', '', nxtBLOBMemo, 0, 0, False); AddField('SaldoF', '', nxtCurrency, 16, 0, False); AddField('Quebra', '', nxtCurrency, 16, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IUsuario', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin with Add(GetFieldFromName('Usuario'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00030002; IgnoreKanaType := True; IgnoreNonSpace := True; Ignorewidth := True; end; end; Add(GetFieldFromName('Abertura')); end; with AddIndex('IAbertura', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Abertura')); with AddIndex('IAberto', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Aberto')); Add(GetFieldFromName('Abertura')); end; with AddIndex('IAbertoEstSyncOk', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Aberto')); Add(GetFieldFromName('EstSyncOk')); end; with AddIndex('IIDLivre', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('IDLivre')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Categoria function __Categoria(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('Descricao', '', nxtWideString, 35, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('uq_Categoria', 0, idNone), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Descricao'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; DefaultIndex := GetIndexFromName('uq_Categoria'); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Unidade function __Unidade(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Descricao', '', nxtWideString, 5, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('uq_Unidade', 0, idNone), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Descricao'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; DefaultIndex := GetIndexFromName('uq_Unidade'); end; with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __Marca(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Nome', '', nxtWideString, 40, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('INome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Nome')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Cliente function __Cliente(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); AddLocaleDescriptor; with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('Codigo', '', nxtNullString, 15, 0, False); AddField('CodigoKey', '', nxtNullString, 15, 0, False); AddField('Nome', '', nxtWideString, 50, 0, False); AddField('Endereco', '', nxtWideString, 60, 0, False); AddField('Endereco2', '', nxtWideString, 60, 0, False); AddField('End_Numero', '', nxtWideString, 20, 0, False); AddField('End_CodMun', '', nxtWideString, 7, 0, False); AddField('End_Dest', '', nxtWideString, 40, 0, False); AddField('End_Obs', '', nxtWideString, 40, 0, False); AddField('endereco_id', '', nxtGuid, 0, 0, False); AddField('Pais', '', nxtWideString, 2, 0, False); AddField('Bairro', '', nxtWideString, 30, 0, False); AddField('Cidade', '', nxtWideString, 40, 0, False); AddField('UF', '', nxtWideString, 30, 0, False); AddField('CEP', '', nxtWideString, 10, 0, False); AddField('NaoContribICMS', '', nxtBoolean, 0, 0, False); AddField('IsentoIE', '', nxtBoolean, 0, 0, False); AddField('NFE_CredIcms', '', nxtBoolean, 0, 0, False); AddField('Sexo', 'M=Masculo, F=Feminino', nxtChar, 1, 0, False); AddField('Obs', '', nxtBLOBWideMemo, 0, 0, False); AddField('Cpf', '', nxtWideString, 20, 0, False); AddField('CPF_sodig', '', nxtWideString, 20, 0, False); AddField('Rg', '', nxtWideString, 20, 0, False); AddField('Telefone', '', nxtWideString, 15, 0, False); AddField('Email', '', nxtBLOBWideMemo, 0, 0, False); AddField('Passaportes', '', nxtDouble, 10, 0, False); AddField('Pai', '', nxtWideString, 40, 0, False); AddField('Mae', '', nxtWideString, 40, 0, False); AddField('UltVisita', '', nxtDateTime, 0, 0, False); AddField('Debito', '', nxtCurrency, 16, 0, False); AddField('DataNasc', '', nxtDateTime, 0, 0, False); AddField('Celular', '', nxtWideString, 15, 0, False); AddField('TemDebito', '', nxtBoolean, 0, 0, False); AddField('LimiteDebito', '', nxtCurrency, 16, 0, False); AddField('Foto', '', nxtBLOBGraphic, 0, 0, False); AddField('IncluidoEm', '', nxtDateTime, 0, 0, False); AddField('AlteradoEm', '', nxtDateTime, 0, 0, False); AddField('IncluidoPor', '', nxtNullString, 20, 0, False); AddField('AlteradoPor', '', nxtNullString, 20, 0, False); AddField('FidPontos', '', nxtDouble, 10, 0, False); AddField('FidTotal', '', nxtDouble, 10, 0, False); AddField('FidResg', '', nxtDouble, 10, 0, False); AddField('Aniversario', '', nxtNullString, 4, 0, False); AddField('SemFidelidade', '', nxtBoolean, 0, 0, False); AddField('TemCredito', '', nxtBoolean, 0, 0, False); AddField('InfoExtra', '', nxtWideString, 50, 0, False); AddField('TranspEntPadrao', '', nxtWord32, 0, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); with AddField('TranspEnt', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('TipoFor', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; with AddField('PJuridica', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('Consumidor', '', nxtBoolean, 0, 0, False); with AddField('Inativo', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('Fornecedor', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('ValorCred', '', nxtCurrency, 16, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); end; with EnsureIndicesDescriptor do with AddIndex('IID', 0, idNone), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with IndicesDescriptor.AddIndex('ISuperBusca', 0, True, '', TnxMainIndexTokenKeyDescriptor) do with (KeyDescriptor as TnxMainIndexTokenKeyDescriptor) do MaxTokenSize := 50; // set max key length here with EnsureFulltextDescriptor(Result) do with AddFullTextIndex('full_superbusca') do begin // N.B. you can add extractors for as many fields as you like here: AddFieldTokenExtractor(FieldsDescriptor.GetFieldFromName('Nome'), '', TnxKwicTokenExtractorDescriptor); with TnxMainIndexTokenIndexDescriptor(AddTokenIndex('ISuperBusca', TnxMainIndexTokenIndexDescriptor)) do begin MainIndexNumber := 2; IgnoreCase := True; end; end; with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); with EnsureIndicesDescriptor do begin with AddIndex('ICodigoKey', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('CodigoKey')); with AddIndex('IFornecedorUltVisita', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); Add(GetFieldFromName('UltVisita')); end; with AddIndex('IFornecedorAniversario', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); Add(GetFieldFromName('Aniversario')); end; with AddIndex('INome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with AddIndex('IFornecedorNome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; end; with AddIndex('ITranspEntNome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TranspEnt')); with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; end; with AddIndex('IFornecedorID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); Add(GetFieldFromName('ID')); end; with AddIndex('IFornecedorCodigoKey', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); Add(GetFieldFromName('CodigoKey')); end; with AddIndex('IRg', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Rg'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('ICPF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('CPF'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with AddIndex('ICPF_sodig', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('CPF_sodig')); with AddIndex('IFornecedorCPF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); with Add(GetFieldFromName('CPF'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; end; with AddIndex('IFornecedorRg', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Fornecedor')); with Add(GetFieldFromName('Rg'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; end; with AddIndex('IDebito', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TemDebito')); with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00030002; IgnoreKanaType := True; IgnoreNonSpace := True; Ignorewidth := True; end; end; end; with AddIndex('ICredito', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TemCredito')); with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00030002; IgnoreKanaType := True; IgnoreNonSpace := True; Ignorewidth := True; end; end; end; with AddIndex('IFidPontos', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('FidPontos')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Config function __Config(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('NumSeq', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); with AddField('MeioPagto', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; with AddField('AutoCad', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('QuickCad', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('CodProdutoDuplicados', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('CampoLocalizaCli', '0=nome, 1=username, 2=código', nxtByte, 3, 0, False); AddField('ManterSaldoCaixa', '', nxtBoolean, 0, 0, False); AddField('RecPorta', '', nxtNullString, 100, 0, False); AddField('RecSalto', '', nxtWord16, 5, 0, False); AddField('RecLargura', '', nxtWord16, 5, 0, False); AddField('RecRodape', '', nxtBLOBMemo, 0, 0, False); AddField('RecImprimir', '', nxtByte, 3, 0, False); AddField('RecMatricial', '', nxtBoolean, 0, 0, False); AddField('RecTipoImpressora', '', nxtNullString, 32, 0, False); AddField('RecNomeLoja', '', nxtNullString, 40, 0, False); AddField('RecCortaFolha', '', nxtBoolean, 0, 0, False); with AddField('TamCodigoAuto', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 6; with AddField('fmt_moeda', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('fmt_decimais', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 2; AddField('fmt_simbmoeda', '', nxtNullString, 5, 0, False); AddField('fmt_sep_decimal', '', nxtNullString, 1, 0, False); AddField('fmt_sep_milhar', '', nxtNullString, 1, 0, False); AddField('Pais', '', nxtNullString, 2, 0, False); AddField('tax_id_def', '', nxtWord32, 0, 0, False); with AddField('RecImprimeMeioPagto', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; AddField('RecPrefixoMeioPagto', '', nxtNullString, 30, 0, False); AddField('EscondeTextoBotoes', '', nxtBoolean, 0, 0, False); AddField('PastaDownload', '', nxtNullString, 1024, 0, False); AddField('Endereco_Loja', '', nxtGUID, 0, 0, False); AddField('EmailDestino', '', nxtBLOBMemo, 0, 0, False); AddField('EmailIdent', '', nxtNullString, 20, 0, False); with AddField('EmailConteudo', '', nxtNullString, 20, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := '11111111111111111111'; AddField('Flags', '', nxtBLOBMemo, 0, 0, False); with AddField('EmailEnviarCaixa', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('AlertaAssinatura', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('RelCaixaAuto', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('NaoVenderAlemEstoque', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('AutoSortGridCaixa', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('AutoObsAoCancelar', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('LimitePadraoDebito', '', nxtCurrency, 16, 0, False); with AddField('FidAtivo', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('FidVendaValor', '', nxtCurrency, 16, 0, False); AddField('FidVendaPontos', '', nxtInt32, 10, 0, False); with AddField('FidParcial', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('FidAutoPremiar', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('FidAutoPremiarValor', '', nxtCurrency, 16, 0, False); AddField('FidAutoPremiarPontos', '', nxtInt32, 10, 0, False); with AddField('FidMostrarSaldoAdmin', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('FidMsg', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('FidMsgTitulo', '', nxtNullString, 50, 0, False); AddField('FidMsgTexto', '', nxtBlobMemo, 0, 0, False); with AddField('ExigeDadosMinimos', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('DadosMinimos', '', nxtNullString, 300, 0, False); AddField('CidadePadrao', '', nxtNullString, 50, 0, False); AddField('UFPadrao', '', nxtNullString, 2, 0, False); with AddField('PedirSaldoI', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('PedirSaldoF', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('DTol', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 5; AddField('DVA', '', nxtDateTime, 0, 0, False); AddField('ProxAvisoAss', '', nxtDateTime, 0, 0, False); with AddField('PreLib', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('CamposCliCC', '', nxtBLOBMemo, 0, 0, False); with AddField('CliCongelado', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('Banners', '', nxtBlobMemo, 0, 0, False); AddField('Botoes', '', nxtBlobMemo, 0, 0, False); AddField('Recursos', '', nxtNullString, 30, 0, False); AddField('PrecoAuto', '', nxtBoolean, 0, 0, False); AddField('Margem', '', nxtDouble, 0, 0, False); AddField('ComissaoPerc', '', nxtDouble, 0, 0, False); AddField('ValOrc_Tempo', '', nxtWord16, 0, 0, False); AddField('ValOrc_UTempo', '', nxtByte, 0, 0, False); with AddField('EmailOrc_Enviar', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; AddField('EmailOrc_FromName', '', nxtNullString, 100, 0, False); AddField('EmailOrc_FromEmail', '', nxtNullString, 100, 0, False); with AddField('EmailOrc_Subject', '', nxtNullString, 100, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 'Orçamento #[numero]'; AddField('EmailOrc_Body', '', nxtBlobMemo, 0, 0, False); with AddField('DocOrc_Imprimir', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; AddField('DocOrc_NomeLoja', '', nxtNullString, 50, 0, False); AddField('ObsPadraoOrcamento', '', nxtBLOBMemo, 0, 0, False); with AddField('ComissaoLucro', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('CodBarBal', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('CodBarBalTam', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 13; with AddField('CodBarBalIdent', '', nxtNullString, 5, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := '2'; with AddField('CodBarBalInicioCod', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 2; with AddField('CodBarBalTamCod', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 5; with AddField('CodBarBalValor', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('CodBarBalPPInicio', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 7; with AddField('CodBarBalPPTam', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 6; with AddField('CodBarBalPPDig', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 2; with AddField('CodBarMaxQtdDig', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 3; with AddField('CodBarArredondar', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 4; with AddField('ComandaOff', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('MesasOff', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('ConsumoAvulsoOff', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('ConfirmarDebito', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('TelaPosVenda_Mostrar', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('ExigirVendedor', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('TelaPosVenda_BtnDef', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 1; AddField('RecVer', '', nxtWord32, 0, 0, False); with AddField('TrocoMax', '', nxtCurrency, 16, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 1000; AddField('DocParam_Email', '', nxtNullString, 100, 0, False); AddField('DocParam_Tel', '', nxtNullString, 15, 0, False); AddField('DocParam_Tel2', '', nxtNullString, 15, 0, False); AddField('DocParam_Cidade', '', nxtNullString, 50, 0, False); AddField('DocParam_End', '', nxtNullString, 100, 0, False); AddField('DocParam_CEP', '', nxtNullString, 9, 0, False); AddField('DocParam_CNPJ', '', nxtNullString, 19, 0, False); AddField('DocParam_IE', '', nxtNullString, 19, 0, False); AddField('DocParam_Site', '', nxtNullString, 50, 0, False); AddField('DocParam_Facebook', '', nxtNullString, 100, 0, False); AddField('DocParam_Instagram', '', nxtNullString, 50, 0, False); AddField('DocParam_Whats', '', nxtNullString, 15, 0, False); AddField('DocParam_Whats2', '', nxtNullString, 15, 0, False); AddField('DocParam_InfoExtra', '', nxtNullString, 100, 0, False); AddField('DocParam_Logo', '', nxtBLOBGraphic, 0, 0, False); AddField('DocParam_Logo2', '', nxtBLOBGraphic, 0, 0, False); with AddField('RecAddObsItem', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; AddField('Urls', '', nxtBLOBMemo, 0, 0, False); AddField('TranspEntPadrao', '', nxtWord32, 0, 0, False); AddField('FretePadrao', '', nxtCurrency, 0, 0, False); AddField('DesativarFrete', '', nxtBoolean, 0, 0, False); with AddField('modFretePadrao', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 9; AddField('DesativarTranspEnt', '', nxtBoolean, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do with AddIndex('INumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('NumSeq')); CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Debito function __Debito(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('NumSeq', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Data', '', nxtDateTime, 0, 0, False); AddField('Cliente', '', nxtWord32, 10, 0, False); AddField('Valor', '', nxtCurrency, 16, 0, False); with AddField('Tipo', '0=Sessao, 1=Credito Tempo, 2=Produto', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; AddField('ID', '', nxtWord32, 10, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('ICliData', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('Data')); end; with AddIndex('ITipoID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('ID')); Add(GetFieldFromName('Cliente')); end; with AddIndex('INumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('NumSeq')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __PostMS(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('MS', '', nxtBLOB, 0, 0, False); AddField('URL', '', nxtNullString, 255, 0, False); AddField('Inclusao', '', nxtDateTime, 0, 0, False); AddField('Envio', '', nxtDateTime, 0, 0, False); AddField('Tries', '', nxtWord16, 5, 0, False); AddField('Max', '', nxtWord16, 0, 0, False); AddField('NextTry', '', nxtWord32, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('INextTryID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('NextTry')); Add(GetFieldFromName('ID')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __post_nexapp(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('ContentType', '', nxtWideString, 100, 0, False); with AddField('card_array', '', nxtByte, 0, 0, False) do // 0 - criar json, 1- enviar, 2-enviado with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := card_array_cards; AddField('Dados', '', nxtBLOB, 0, 0, False); AddField('Qtd', '', nxtWord16, 0, 0, False); AddField('Method', '', nxtByte, 0, 0, False); AddField('Resp', '', nxtBlobWideMemo, 0, 0, False); AddField('DH', '', nxtDateTime, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IMethodID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Method')); Add(GetFieldFromName('ID')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // ITran function __ITran(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Tran', '', nxtWord32, 10, 0, False); AddField('Caixa', '', nxtWord32, 10, 0, False); AddField('CaixaPag', '', nxtWord32, 10, 0, False); AddField('Cliente', '', nxtWord32, 10, 0, False); AddField('Sessao', '', nxtWord32, 10, 0, False); AddField('DataHora', '', nxtDateTime, 0, 0, False); AddField('IncluidoEm', '', nxtDateTime, 0, 0, False); AddField('TipoTran', '', nxtByte, 3, 0, False); AddField('TipoItem', 'Sessao, Credito, MovEst, Transação', nxtByte, 3, 0, False); AddField('SubTipo', '', nxtByte, 3, 0, False); AddField('ItemID', '', nxtWord32, 10, 0, False); AddField('SubItemID', '', nxtWord32, 10, 0, False); AddField('ItemPos', '', nxtByte, 0, 0, False); AddField('Total', '', nxtCurrency, 16, 0, False); AddField('Desconto', '', nxtCurrency, 16, 0, False); AddField('TotLiq', '', nxtCurrency, 16, 0, False); AddField('Debito', '', nxtCurrency, 16, 0, False); AddField('Pago', '', nxtCurrency, 16, 0, False); AddField('Cancelado', '', nxtBoolean, 0, 0, False); AddField('PagPend', '', nxtBoolean, 0, 0, False); AddField('FidFator', '', nxtInt8, 3, 0, False); AddField('FidPontos', '', nxtDouble, 0, 0, False); AddField('FidMov', '', nxtBoolean, 0, 0, False); with AddField('FidOpe', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('ITipoItemDH', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoItem')); Add(GetFieldFromName('ItemID')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ITranID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tran')); Add(GetFieldFromName('ID')); end; with AddIndex('IClienteID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('ID')); end; with AddIndex('ICaixaCancelado', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('TipoItem')); end; with AddIndex('ICaixaPagCancelado', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('CaixaPag')); Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('TipoItem')); end; with AddIndex('ITipoItemTran', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoItem')); Add(GetFieldFromName('ItemID')); Add(GetFieldFromName('Tran')); end; with AddIndex('ICanceladoTipoTranItemID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('ItemID')); end; with AddIndex('IFidMovClienteDH', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('FidMov')); Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('DataHora')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Layout function __Layout(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('Usuario', '', nxtNullString, 20, 0, False); AddField('Grid', '', nxtNullString, 40, 0, False); AddField('Nome', '', nxtNullString, 100, 0, False); AddField('Publico', '', nxtBoolean, 0, 0, False); AddField('Layout', '', nxtBLOB, 0, 0, False); AddField('Filtro', '', nxtBLOB, 0, 0, False); AddField('Usuarios', '', nxtBLOBMemo, 0, 0, False); end; with EnsureIndicesDescriptor do with AddIndex('IPubGridUsuario', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Publico')); with Add(GetFieldFromName('Grid'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with Add(GetFieldFromName('Usuario'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // MovEst function __MovEst(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('ID_ref', '', nxtWord32, 0, 0, False); AddField('Tran', '', nxtWord32, 10, 0, False); AddField('Item', '', nxtByte, 0, 0, False); AddField('tax_id', '', nxtWord32, 10, 0, False); AddField('tax_incluido', '', nxtCurrency, 0, 0, False); AddField('tax_incluir', '', nxtCurrency, 0, 0, False); AddField('Produto', '', nxtWord32, 10, 0, False); AddField('Quant', '', nxtDouble, 0, 0, False); AddField('Unitario', '', nxtCurrency, 16, 0, False); AddField('Total', '', nxtCurrency, 16, 0, False); AddField('TotLiq', '', nxtCurrency, 16, 0, False); AddField('CustoU', '', nxtCurrency, 16, 0, False); AddField('CustoT', '', nxtCurrency, 16, 0, False); AddField('Lucro', '', nxtCurrency, 16, 0, False); AddField('Desconto', '', nxtCurrency, 16, 0, False); AddField('Descr', '', nxtWideString, 100, 0, False); AddField('Obs', '', nxtBlobWideMemo, 0, 0, False); AddField('TotalFinal', '', nxtCurrency, 16, 0, False); AddField('Pago', '', nxtCurrency, 16, 0, False); AddField('PagoPost', '', nxtCurrency, 16, 0, False); AddField('DescPost', '', nxtCurrency, 16, 0, False); AddField('DataHora', '', nxtDateTime, 0, 0, False); AddField('Pend', '', nxtBoolean, 0, 0, False); AddField('IncluidoEm', '', nxtDateTime, 0, 0, False); AddField('Entrada', '', nxtBoolean, 0, 0, False); AddField('Cancelado', '', nxtBoolean, 0, 0, False); AddField('AjustaCusto', '', nxtBoolean, 0, 0, False); AddField('EstoqueAnt', '', nxtDouble, 0, 0, False); AddField('Cliente', '', nxtWord32, 10, 0, False); AddField('Caixa', '', nxtInt32, 10, 0, False); AddField('Categoria', '', nxtNullString, 20, 0, False); AddField('NaoControlaEstoque', '', nxtBoolean, 0, 0, False); AddField('ITran', '', nxtInt32, 10, 0, False); AddField('TipoTran', '', nxtByte, 3, 0, False); AddField('Sessao', '', nxtInt32, 10, 0, False); AddField('DebDev', '', nxtCurrency, 0, 0, False); AddField('Comissao', '', nxtCurrency, 0, 0, False); AddField('ComissaoPerc', '', nxtDouble, 0, 0, False); AddField('ComissaoLucro', '', nxtBoolean, 0, 0, False); AddField('VenDev', '', nxtBoolean, 0, 0, False); AddField('DadosFiscais', '', nxtBlobMemo, 0, 0, False); AddField('DataSped', '', nxtDate, 0, 0, False); AddField('vDF', '', nxtWord16, 9, 0, False); with AddField('PermSemEstoque', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('FidResgate', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('FidPontos', '', nxtDouble, 0, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IID_ref', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('ID_ref')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('Cancelado')); end; with AddIndex('IProduto', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Produto')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; with AddIndex('ICanceladoDataSped', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('DataSped')); end; with AddIndex('IContato', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ICanceladoContatoTipoDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ICanceladoContatoProdutoTipoDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('Produto')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('DataHora')); end; {---- MOSTRAR CANCELADOS -----} {---- Mesmo Caixa ----} with AddIndex('ICaixaVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; with AddIndex('ICaixaTipoTranDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; {---- Todos Caixas ----} with AddIndex('IVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; with AddIndex('ITipoTranDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; {---- NAO MOSTRAR CANCELADOS -----} {---- Mesmo Caixa ----} with AddIndex('ICanceladoCaixaVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; with AddIndex('ICanceladoCaixaTipoTranDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; {---- Todos Caixas ----} with AddIndex('ICanceladoVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; with AddIndex('ICanceladoTipoTranDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; {---------------------------------------------------} with AddIndex('ITipoTranCaixa', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('Tran')); end; with AddIndex('ITipoTranCliente', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ICaixaMov', 0, idAll, 'M'), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('ID')); end; with AddIndex('ITranItem', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tran')); Add(GetFieldFromName('Item')); end; with AddIndex('IProdCxMov', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin with Add(GetFieldFromName('Produto'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00030002; IgnoreKanaType := True; IgnoreNonSpace := True; Ignorewidth := True; end; end; Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('ID')); end; with AddIndex('ISessaoID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Sessao')); Add(GetFieldFromName('ID')); end; with AddIndex('IProdAjustaCustoTran', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Produto')); Add(GetFieldFromName('AjustaCusto')); Add(GetFieldFromName('Tran')); end; with AddIndex('IProdAjustaCustoData', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Produto')); Add(GetFieldFromName('AjustaCusto')); Add(GetFieldFromName('DataHora')); end; with AddIndex('IProdPendCancelado', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Produto')); Add(GetFieldFromName('Pend')); Add(GetFieldFromName('Cancelado')); end; with AddIndex('IDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; with AddIndex('ICanceladoDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Produto function __Produto(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); AddLocaleDescriptor; with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Marca', '', nxtGUID, 0, 0, False); AddField('Codigo', '', nxtWideString, 30, 0, False); AddField('CodigoNum', '', nxtWord32, 0, 0, False); AddField('Codigo2', '', nxtWideString, 30, 0, False); AddField('Codigo2Num', '', nxtWord32, 0, 0, False); AddField('Descricao', '', nxtWideString, 100, 0, False); AddField('Unid', '', nxtWideString, 5, 0, False); AddField('Preco', '', nxtCurrency, 5, 0, False); AddField('PrecoAuto', '', nxtBoolean, 0, 0, False); AddField('Margem', '', nxtDouble, 0, 0, False); AddField('Obs', '', nxtBLOBWideMemo, 0, 0, False); AddField('Imagem', '', nxtBLOBGraphic, 0, 0, False); AddField('Categoria', '', nxtWideString, 35, 0, False); AddField('Fornecedor', '', nxtWord32, 10, 0, False); AddField('EstoqueAtual', '', nxtDouble, 0, 0, False); AddField('EstoquePend', '', nxtDouble, 0, 0, False); AddField('EstoqueTot', '', nxtDouble, 0, 0, False); AddField('brtrib', '', nxtWord16, 0, 0, False); AddField('CustoUnitario', '', nxtCurrency, 16, 0, False); AddField('PodeAlterarPreco', '', nxtBoolean, 0, 0, False); AddField('PermiteVendaFracionada', '', nxtBoolean, 0, 0, False); AddField('NaoControlaEstoque', '', nxtBoolean, 0, 0, False); AddField('EstoqueMin', '', nxtDouble, 0, 0, False); AddField('EstoqueMax', '', nxtDouble, 0, 0, False); AddField('AbaixoMin', '', nxtBoolean, 0, 0, False); AddField('AbaixoMinDesde', '', nxtDateTime, 0, 0, False); AddField('EstoqueRepor', '', nxtDouble, 0, 0, False); AddField('ComissaoPerc', '', nxtDouble, 0, 0, False); AddField('ComissaoLucro', '', nxtBoolean, 0, 0, False); AddField('PesoBruto', '', nxtDouble, 0, 0, False); AddField('PesoLiq', '', nxtDouble, 0, 0, False); AddField('tax_id', '', nxtWord32, 0, 0, False); with AddField('Ativo', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := True; with AddField('Fidelidade', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('FidPontos', '', nxtInt32, 10, 0, False); AddField('NCM', '', nxtNullString, 8, 0, False); AddField('NCM_Ex', '', nxtNullString, 2, 0, False); AddField('cest', '', nxtWord32, 0, 0, False); AddField('modST', '', nxtByte, 0, 0, False); AddField('MVA', '', nxtBlobMemo, 0, 0, False); AddField('Pauta', '', nxtBlobMemo, 0, 0, False); with AddField('CadastroRapido', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; with AddField('IncluidoEm', '', nxtDateTime, 0, 0, False) do AddDefaultValue(TnxCurrentDateTimeDefaultValueDescriptor); AddField('AlteradoEm', '', nxtDateTime, 0, 0, False); AddField('AlteradoPor', '', nxtNullString, 30, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); end; with EnsureIndicesDescriptor do with AddIndex('IID', 0, idNull), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with IndicesDescriptor.AddIndex('ISuperBusca', 0, True, '', TnxMainIndexTokenKeyDescriptor) do with (KeyDescriptor as TnxMainIndexTokenKeyDescriptor) do MaxTokenSize := 50; // set max key length here with EnsureFulltextDescriptor(Result) do with AddFullTextIndex('full_superbusca') do begin // N.B. you can add extractors for as many fields as you like here: AddFieldTokenExtractor(FieldsDescriptor.GetFieldFromName('Descricao'), '', TnxKwicTokenExtractorDescriptor); with TnxMainIndexTokenIndexDescriptor(AddTokenIndex('ISuperBusca', TnxMainIndexTokenIndexDescriptor)) do begin MainIndexNumber := 2; IgnoreCase := True; { with AddLocaleDescriptor do begin Locale := $00000416; Flags := $00001000; UseStringSort := True; end; } end; end; with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); with EnsureIndicesDescriptor do begin with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('ICodigo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Codigo'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with AddIndex('ICodigoNum', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('CodigoNum')); with AddIndex('ICodigo2', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Codigo2'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with AddIndex('ICodigo2Num', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Codigo2Num')); with AddIndex('IDescricao', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Descricao'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; Flags := $00001000; UseStringSort := True; end; end; with AddIndex('IAbaixoMin', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('AbaixoMin')); Add(GetFieldFromName('AbaixoMinDesde')); end; with AddIndex('IMarcaDescr', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Marca')); Add(GetFieldFromName('Descricao')); end; with AddIndex('IPrecoAutoMargem', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('PrecoAuto')); Add(GetFieldFromName('Margem')); end; with AddIndex('ICadastroRapido', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin with Add(GetFieldFromName('CadastroRapido')) do Ascend := False; with Add(GetFieldFromName('IncluidoEm')) do Ascend := False; end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Tran function __Tran(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); AddField('UID', '', nxtGUID, 0, 0, False); AddField('UID_ref', '', nxtGUID, 0, 0, False); with AddField('StatusNFE', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := nfetran_naoemitir; AddField('ChaveNFE', '', nxtNullString, 44, 0, False); with AddField('TipoNFE', '', nxtByte, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := tiponfe_nenhum; AddField('DataHora', '', nxtDateTime, 0, 0, False); AddField('Entregar', '', nxtBoolean, 0, 0, False); AddField('VenDev', '', nxtBoolean, 0, 0, False); AddField('endereco_entrega', '', nxtGUID, 0, 0, False); AddField('IncluidoEm', '', nxtDateTime, 0, 0, False); AddField('Cliente', '', nxtWord32, 10, 0, False); AddField('Tipo', '', nxtByte, 3, 0, False); AddField('OpDevValor', '', nxtByte, 3, 0, False); AddField('Func', '', nxtNullString, 20, 0, False); AddField('Total', '', nxtCurrency, 16, 0, False); AddField('Desconto', '', nxtCurrency, 16, 0, False); AddField('DescPerc', '', nxtDouble, 16, 0, False); AddField('ids_pagto', '', nxtNullString, 20, 0, False); AddField('Hora', '', nxtByte, 0, 0, False); with AddField('DescPorPerc', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('TotLiq', '', nxtCurrency, 16, 0, False); with AddField('PagEsp', '', nxtWord16, 5, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := 0; AddField('Pago', '', nxtCurrency, 16, 0, False); AddField('DebitoAnt', '', nxtCurrency, 16, 0, False); AddField('Debito', '', nxtCurrency, 16, 0, False); AddField('DebitoPago', '', nxtCurrency, 16, 0, False); AddField('CreditoAnt', '', nxtCurrency, 16, 0, False); AddField('Credito', '', nxtCurrency, 16, 0, False); AddField('CreditoUsado', '', nxtCurrency, 16, 0, False); AddField('Troco', '', nxtCurrency, 16, 0, False); AddField('Obs', '', nxtBLOBMemo, 0, 0, False); AddField('Cancelado', '', nxtBoolean, 0, 0, False); AddField('CanceladoPor', '', nxtNullString, 30, 0, False); AddField('CanceladoEm', '', nxtDateTime, 0, 0, False); AddField('Caixa', '', nxtWord32, 10, 0, False); AddField('CaixaPag', '', nxtWord32, 10, 0, False); AddField('Maq', '', nxtWord16, 5, 0, False); AddField('NomeCliente', '', nxtWideString, 50, 0, False); AddField('Sessao', '', nxtWord32, 10, 0, False); AddField('Descricao', '', nxtBlobWideMemo, 0, 0, False); AddField('QtdTempo', '', nxtDouble, 0, 0, False); AddField('CredValor', '', nxtBoolean, 0, 0, False); AddField('FidResgate', '', nxtBoolean, 0, 0, False); AddField('AmbNFe', '', nxtByte, 0, 0, False); AddField('StatusCanc', '', nxtByte, 0, 0, False); AddField('Extra', '', nxtBlobMemo, 0, 0, False); AddField('PagFunc', '', nxtNullString, 20, 0, False); AddField('Vendedor', '', nxtNullString, 20, 0, False); AddField('Comissao', '', nxtCurrency, 16, 0, False); AddField('Frete', '', nxtCurrency, 0, 0, False); AddField('tax_incluido', '', nxtCurrency, 0, 0, False); AddField('tax_incluir', '', nxtCurrency, 0, 0, False); AddField('TotalFinal', '', nxtCurrency, 0, 0, False); AddField('tranest', '', nxtBoolean, 0, 0, False); AddField('trancx', '', nxtBoolean, 0, 0, False); AddField('TranspEnt', '', nxtWord32, 0, 0, False); AddField('TranspVol', '', nxtWord16, 0, 0, False); AddField('TranspPesoB', '', nxtDouble, 0, 0, False); AddField('TranspPesoL', '', nxtDouble, 0, 0, False); AddField('TranspPesoVol', '', nxtByte, 0, 0, False); AddField('UpdID', '', nxtGUID, 0, 0, False); AddField('DataNF', '', nxtDate, 0, 0, False); AddField('vSped', '', nxtWord16, 9, 0, False); with AddField('PagPend', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('RecVer', '', nxtWord32, 0, 0, False); AddField('processaSped', '', nxtByte, 0, 0, False); AddField('ErroProcSped', '', nxtBlobMemo, 10, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('ICliDH', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ITranspEntDH', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TranspEnt')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ICliID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('ID')); end; with AddIndex('ICaixaID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('ID')); end; with AddIndex('ITipoDataNF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataNF')); end; with AddIndex('ITipoNFeDataNF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoNFe')); Add(GetFieldFromName('DataNF')); end; with AddIndex('IprocessaSpedvSped', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('processaSped')); Add(GetFieldFromName('vSped')); end; with AddIndex('ICanceladoTipoDataNF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataNF')); end; with AddIndex('ICanceladoTipoNFETipoDataNF', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('TipoNFE')); Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataNF')); end; with AddIndex('ICaixaPagID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('CaixaPag')); Add(GetFieldFromName('ID')); end; with AddIndex('IPagPendID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('PagPend')); Add(GetFieldFromName('ID')); end; with AddIndex('IprocessaSpedID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('processaSped')); Add(GetFieldFromName('ID')); end; with AddIndex('IPagPendEntID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('PagPend')); Add(GetFieldFromName('Entregar')); Add(GetFieldFromName('ID')); end; with AddIndex('IDH', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('DataHora')); with AddIndex('ITipoDH', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataHora')); end; with AddIndex('ITipoCaixaID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('ID')); end; with AddIndex('ITipoID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('ID')); end; with AddIndex('ISessao', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Sessao')); Add(GetFieldFromName('ID')); end; with AddIndex('IUID_ref', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('UID_ref')); Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('Cancelado')); end; with AddIndex('ITipoNFEStatusNFE', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoNFE')); Add(GetFieldFromName('StatusNFE')); Add(GetFieldFromName('ID')); end; with AddIndex('ITipoNFECanceladoStatusNFE', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoNFE')); Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('StatusNFE')); Add(GetFieldFromName('ID')); end; with AddIndex('ICanceladoStatusNFE', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('StatusNFE')); Add(GetFieldFromName('ID')); end; with AddIndex('ITipoNFECanceladoAmbStatusNFE', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoNFE')); Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('AmbNFe')); Add(GetFieldFromName('StatusNFE')); Add(GetFieldFromName('ID')); end; with AddIndex('ICanceladoAmbStatusNFE', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('AmbNFe')); Add(GetFieldFromName('StatusNFE')); Add(GetFieldFromName('ID')); end; with AddIndex('Iendereco_entrega_ID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('endereco_entrega')); Add(GetFieldFromName('ID')); end; with AddIndex('Itranest_tipo_datahora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('tranest')); Add(GetFieldFromName('tipo')); Add(GetFieldFromName('datahora')); end; with AddIndex('Itranest_datahora_tipo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('tranest')); Add(GetFieldFromName('datahora')); Add(GetFieldFromName('tipo')); end; with AddIndex('Itrancx_tipo_datahora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('trancx')); Add(GetFieldFromName('tipo')); Add(GetFieldFromName('datahora')); end; with AddIndex('Itrancx_datahora_tipo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('trancx')); Add(GetFieldFromName('datahora')); Add(GetFieldFromName('tipo')); end; with AddIndex('IChaveNFE', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ChaveNFE')); with AddIndex('IStatusCanc', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('StatusCanc')); {---- MOSTRAR CANCELADOS -----} {---- Mesmo Caixa ----} with AddIndex('ICaixaVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; with AddIndex('ICaixaTipoDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; {---- Todos Caixas ----} with AddIndex('IVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; with AddIndex('ITipoDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; {---- NAO MOSTRAR CANCELADOS -----} {---- Mesmo Caixa ----} with AddIndex('ICanceladoCaixaVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; with AddIndex('ICanceladoCaixaTipoDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; {---- Todos Caixas ----} with AddIndex('ICanceladoVenDevDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('VenDev')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; with AddIndex('ICanceladoTipoDataHora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cancelado')); Add(GetFieldFromName('Tipo')); Add(GetFieldFromName('DataHora')); Add(GetFieldFromName('ID')); end; {---------------------------------------------------} end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Usuario function __Usuario(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin Result.EncryptionEngine := 'nx1xDefault'; AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Username', '', nxtNullString, 20, 0, False); AddField('Nome', '', nxtNullString, 40, 0, False); with AddField('Inativo', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('Admin', '', nxtBoolean, 0, 0, False); AddField('Senha', '', nxtNullString, 30, 0, False); AddField('Grupos', '', nxtBLOBMemo, 0, 0, False); AddField('Direitos', '', nxtBLOBMemo, 0, 0, False); AddField('MaxTempoManut', '', nxtInt32, 10, 0, False); AddField('MaxMaqManut', '', nxtInt32, 10, 0, False); AddField('LimiteDesc', '', nxtDouble, 16, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); AddField('Email', '', nxtWideString, 100, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IUsername', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Username'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with AddIndex('INome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do with Add(GetFieldFromName('Nome'), TnxExtTextKeyFieldDescriptor) as TnxExtTextKeyFieldDescriptor do begin IgnoreCase := True; with AddLocaleDescriptor do begin Locale := $00000416; { Portuguese } Flags := $00001000; UseStringSort := True; end; end; with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __infocampanha(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('IP', '', nxtNullString, 15, 0, False); AddField('campanha', '', nxtNullString, 50, 0, False); AddField('utmccn', '', nxtNullString, 250, 0, False); AddField('utmctr', '', nxtNullString, 250, 0, False); AddField('utmcct', '', nxtNullString, 250, 0, False); AddField('utmcmd', '', nxtNullString, 250, 0, False); AddField('utmcsr', '', nxtNullString, 250, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('IIP', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('IP')); with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // temp function __temp(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do AddField('last_upd_cmds', '', nxtInt32, 10, 0, False); CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __Credito(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('DataHora', '', nxtDateTime, 0, 0, False); AddField('Func', '', nxtNullString, 20, 0, False); AddField('Adicionar', '', nxtBoolean, 0, 0, False); AddField('Tran', '', nxtWord32, 10, 0, False); AddField('Caixa', '', nxtWord32, 10, 0, False); AddField('Cliente', '', nxtWord32, 10, 0, False); AddField('Cancelado', '', nxtBoolean, 0, 0, False); AddField('Valor', '', nxtCurrency, 16, 0, False); with AddField('FidResgate', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('FidPontos', '', nxtDouble, 0, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('ICliente', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Cliente')); Add(GetFieldFromName('ID')); end; with AddIndex('ITran', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Tran')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // Usuario function __Especies(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtWord16, 5, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Tipo', '', nxtByte, 3, 0, False); AddField('Nome', '', nxtNullString, 40, 0, False); AddField('PermiteTroco', '', nxtBoolean, 0, 0, False); AddField('PermiteVarios', '', nxtBoolean, 0, 0, False); AddField('PermiteCred', '', nxtBoolean, 0, 0, False); AddField('Img', '', nxtWord16, 5, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); AddField('TipoPagNFE', '', nxtByte, 3, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __PagEspecies(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Caixa', '', nxtWord32, 10, 0, False); AddField('DataHora', '', nxtDateTime, 0, 0, False); AddField('Tran', '', nxtWord32, 10, 0, False); with AddField('TipoTran', '', nxtByte, 3, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := trEstVenda; AddField('Especie', '', nxtWord16, 5, 0, False); AddField('Tipo', '', nxtByte, 3, 0, False); AddField('Valor', '', nxtCurrency, 16, 0, False); AddField('Troco', '', nxtCurrency, 16, 0, False); AddField('Doc', '', nxtNullString, 50, 0, False); AddField('Cancelado', '', nxtBoolean, 0, 0, False); with AddField('Devolucao', '', nxtBoolean, 0, 0, False) do with AddDefaultValue(TnxConstDefaultValueDescriptor) as TnxConstDefaultValueDescriptor do AsVariant := False; AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); with AddIndex('IDoc', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('Doc')); with AddIndex('ITranID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Tran')); Add(GetFieldFromName('ID')); end; with AddIndex('ICaixaID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('ID')); end; with AddIndex('I_caixa_datahora', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('Caixa')); Add(GetFieldFromName('DataHora')); end; with AddIndex('I_tipotran_tran', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('TipoTran')); Add(GetFieldFromName('Tran')); end; end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __RecDel(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('Tab', '', nxtWord16, 5, 0, False); AddField('Key', '', nxtNullString, 40, 0, False); AddField('RecVer', '', nxtWord32, 0, 0, False); with EnsureIndicesDescriptor do with AddIndex('IRecVer', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('RecVer')); end; with EnsureIndicesDescriptor do begin with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // movest_tax function __movest_tax(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('movest', '', nxtWord32, 10, 0, False); AddField('tax_id', '', nxtWord32, 10, 0, False); AddField('nome', '', nxtWideString, 40, 0, False); AddField('incluido', '', nxtBoolean, 0, 0, False); AddField('perc', '', nxtDouble, 0, 0, False); AddField('valor', '', nxtCurrency, 20, 4, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_movest_tax_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('movest')); Add(GetFieldFromName('tax_id')); end; with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // tax function __tax(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('tax_id', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('nome', '', nxtWideString, 40, 0, False); AddField('incluido', '', nxtBoolean, 0, 0, False); AddField('perc', '', nxtDouble, 40, 0, False); AddField('grupo', '', nxtBoolean, 0, 0, False); AddField('itens', '', nxtBLOBWideMemo, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_tax_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('tax_id')); with AddIndex('I_nome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('nome')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function __tax_itens(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('grupo', '', nxtWord32, 10, 0, False); AddField('item', '', nxtWord32, 10, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_grupo_item', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('grupo')); Add(GetFieldFromName('item')); end; with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // endereco function __endereco(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('endereco_id', '', nxtGUID, 0, 0, False); AddField('cliente_id', '', nxtWord32, 10, 0, False); AddField('pos', '', nxtByte, 3, 0, False); AddField('numseq', '', nxtAutoInc, 10, 0, False); AddField('end_dest', '', nxtWideString, 50, 0, False); AddField('endereco', '', nxtWideString, 60, 0, False); AddField('endereco2', '', nxtWideString, 60, 0, False); AddField('end_numero', '', nxtWideString, 20, 0, False); AddField('cidade', '', nxtWideString, 40, 0, False); AddField('cep', '', nxtWideString, 10, 0, False); AddField('bairro', '', nxtWideString, 30, 0, False); AddField('end_codmun', '', nxtWideString, 7, 0, False); AddField('uf', '', nxtWideString, 30, 0, False); AddField('end_obs', '', nxtWideString, 40, 0, False); AddField('def_cad', '', nxtBoolean, 0, 0, False); AddField('def_ent', '', nxtBoolean, 0, 0, False); AddField('def_cob', '', nxtBoolean, 0, 0, False); AddField('pais', '', nxtWideString, 2, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_cliente_pos', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('cliente_id')); Add(GetFieldFromName('pos')); end; with AddIndex('I_endereco_id', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('endereco_id')); with AddIndex('INumSeq', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('NumSeq')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // opest function __tipotran(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('tipo', '', nxtByte, 0, 0, False); AddField('user', '', nxtBoolean, 0, 0, False); AddField('estoque', '', nxtBoolean, 0, 0, False); AddField('caixa', '', nxtBoolean, 0, 0, False); AddField('nome', '', nxtWideString, 50, 0, False); AddField('entrada', '', nxtBoolean, 0, 0, False); AddField('emite_nfe', '', nxtBoolean, 0, 0, False); AddField('movest', '', nxtBoolean, 0, 0, False); AddField('atualiza_custo', '', nxtBoolean, 0, 0, False); AddField('visivel', '', nxtBoolean, 0, 0, False); AddField('precocusto_nfe', '', nxtBoolean, 0, 0, False); AddField('pagto', '', nxtBoolean, 0, 0, False); AddField('sel_endereco', '', nxtBoolean, 0, 0, False); AddField('tipocad', '0=não identificar, 1=cliente, 2=fornecedor, 3=filiais', nxtByte, 0, 0, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_tipo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('tipo')); with AddIndex('I_nome', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('tipo')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; // opest_brtrib function __brtrib_tipo(aDatabase : TnxDatabase): TnxDataDictionary; begin Result := TnxDataDictionary.Create; try with Result do begin AddRecordDescriptor(TnxBaseRecordDescriptor); with FieldsDescriptor do begin AddField('ID', '', nxtAutoInc, 10, 0, False); with AddField('UID', '', nxtGUID, 0, 0, False) do AddDefaultValue(TnxAutoGuidDefaultValueDescriptor); AddField('tipo', '', nxtByte, 5, 0, False); AddField('id_brtrib', '', nxtWord16, 5, 0, False); AddField('local', '', nxtByte, 0, 0, False); AddField('csosn', '', nxtWord32, 10, 0, False); AddField('cfop', '', nxtWord32, 10, 0, False); AddField('natop', '', nxtWideString, 60, 0, False); AddField('obsfiscal', '', nxtBlobWideMemo, 0, 0, False); AddField('icms', '', nxtDouble, 0, 2, False); end; with EnsureIndicesDescriptor do begin with AddIndex('I_brtrib_tipo', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('id_brtrib')); Add(GetFieldFromName('tipo')); Add(GetFieldFromName('local')); end; with AddIndex('I_tipo_brtrib', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do begin Add(GetFieldFromName('tipo')); Add(GetFieldFromName('id_brtrib')); Add(GetFieldFromName('local')); end; with AddIndex('IID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('ID')); with AddIndex('IUID', 0, idAll), KeyDescriptor as TnxCompKeyDescriptor do Add(GetFieldFromName('UID')); end; CheckValid(False); end; except FreeAndNil(Result); raise; end; end; function TncTableInfo.Bkp: Boolean; begin Result := (Backup=1); end; constructor TncTableInfo.Create( aTableName : String; aCallback : TnxcgCreateDictCallback; aTableID : Byte; aBackup : Byte; aID_Name : String; aID_IxName : String; aUID_Name : String; aUID_IxName : String); begin TableName := aTableName; Backup := aBackup; if aID_Name='' then ID_Name := 'ID' else ID_Name := aID_Name; if aID_IxName='' then ID_IxName := 'IID' else ID_IxName := aID_IxName; if aUID_Name='' then UID_Name := 'UID' else UID_Name := aUID_Name; if aUID_IxName='' then UID_IxName := 'IUID' else UID_IxName := aUID_IxName; Callback := aCallback; TableID := aTableID; end; function DatabaseVersion: Cardinal; begin Result := Cardinal($04000000); end; function DatabaseVersionStr: String; begin Result := Format('%d.%d.%d.%d', [(DatabaseVersion and $ff000000) shr 24, (DatabaseVersion and $00ff0000) shr 16, (DatabaseVersion and $0000ff00) shr 8, (DatabaseVersion and $000000ff)]); end; function __GetTablePrimaryKey(aTable: String): String; begin if SameText(aTable, 'usuario') then Result := 'Username' else if SameText(aTable, 'categoria') then Result := 'Descricao' else if SameText(aTable, 'unidade') then Result := 'Descricao' else if SameText(aTable, 'Aviso') then Result := 'Minutos' else if SameText(aTable, 'Config') then Result := 'NumSeq' else if SameText(aTable, 'Maq') or SameText(aTable, 'Maquina') then Result := 'Numero' else if SameText(aTable, 'Orcamento') or SameText(aTable, 'IOrcamento') or SameText(aTable, 'Doc') then Result := 'UID'; end; function GetTableDictionary(aDatabase : TnxDatabase; const aTableName : String): TnxDataDictionary; begin Result := gTables[aTableName].Callback(aDatabase); end; procedure RestructureTable(aDatabase : TnxDatabase; const aTableName, aPassword : String; aNewDict : TnxDataDictionary; aProgressCallback : TnxcgProgressCallback; var aCancelTask : Boolean; aFreeDict : Boolean = False); var OldDict : TnxDataDictionary; Mapper : TnxTableMapperDescriptor; TaskInfo : TnxAbstractTaskInfo; Completed : Boolean; TaskStatus : TnxTaskStatus; begin try OldDict := TnxDataDictionary.Create; try nxCheck(aDatabase.GetDataDictionaryEx(aTableName, aPassword, OldDict)); if (aPassword <> '') and (aNewDict.EncryptionEngine = '') then aNewDict.EncryptionEngine := OldDict.EncryptionEngine; if OldDict.IsEqual(aNewDict) then Exit; if (not aCopiouArqs) and (not SameText(aTableName, 'config')) then begin aCopiouArqs := True; FrmCopia.CopiaDados('_ver'+SelfShortVer, 'config.nx1'); end; Mapper := TnxTableMapperDescriptor.Create; try Mapper.MapAllTablesAndFieldsByName(OldDict, aNewDict); nxCheck(aDatabase.RestructureTableEx(aTableName, aPassword, aNewDict, Mapper, TaskInfo)); if Assigned(TaskInfo) then try repeat if not aCancelTask then TaskInfo.GetStatus(Completed, TaskStatus); if not Completed then begin if Assigned(aProgressCallback) then aProgressCallback(aTableName, TaskStatus, aCancelTask); if not aCancelTask then Sleep(100) else nxCheck(TaskInfo.Cancel); end; until Completed or aCancelTask; nxCheck(TaskStatus.tsErrorCode); finally TaskInfo.Free; end; finally Mapper.Free; end; finally OldDict.Free; end; finally if aFreeDict then aNewDict.Free; end; end; procedure PackTable(aDatabase : TnxDatabase; const aTableName, aPassword : String; aProgressCallback : TnxcgProgressCallback; var aCancelTask : Boolean); var TaskInfo : TnxAbstractTaskInfo; Completed : Boolean; TaskStatus : TnxTaskStatus; begin nxCheck(aDatabase.PackTableEx(aTableName, aPassword, TaskInfo)); if Assigned(TaskInfo) then try while True do begin TaskInfo.GetStatus(Completed, TaskStatus); if Assigned(aProgressCallback) then aProgressCallback(aTableName, TaskStatus, aCancelTask); if Completed then break; if aCancelTask then nxCheck(TaskInfo.Cancel); end; finally TaskInfo.Free; end; end; procedure BuildAndEvolveTable(aDatabase : TnxDatabase; const aTableName, aPassword : String; aCreateDictCallback : TnxcgCreateDictCallback; aProgressCallback : TnxcgProgressCallback; var aCancelTask : Boolean); var Dict : TnxDataDictionary; aPass: String; begin Dict := aCreateDictCallback(aDatabase); if Assigned(Dict) then try aPass := ''; if not aDatabase.TableExists(aTableName, aPassword) then aDatabase.CreateTable(False, aTableName, aPass, Dict) else RestructureTable(aDatabase, aTableName, aPass, Dict, aProgressCallback, aCancelTask); finally Dict.Free; end; end; procedure BuildAndEvolveDatabase(aDatabase : TnxDatabase; aProgressCallback : TnxcgProgressCallback; const aPassword : String); var I : Integer; CancelTask : Boolean; begin gEvolvingTables := True; aCopiouArqs := False; try CancelTask := False; for I := 0 to gTables.Count-1 do with gTables.Items[I] do begin gEvolvingTableName := TableName; DebugMsg('BuildAndEvolveDatabase - '+gEvolvingTableName); try BuildAndEvolveTable(aDatabase, TableName, aPassword, Callback, aProgressCallback, CancelTask); except on E: Exception do begin DebugEx(nil, 'BuildAndEvolveDatabase - '+gEvolvingTableName, E, True); raise Exception.Create('Erro evolving table: '+gEvolvingTableName+': '+E.Message); end; end; if CancelTask then Exit; end; finally gEvolvingTables := False; end; end; procedure RestructureDatabase(aDatabase : TnxDatabase; aProgressCallback : TnxcgProgressCallback; const aPassword : String); var I : Integer; CancelTask : Boolean; begin CancelTask := False; for I := 0 to gTables.Count-1 do with gTables.Items[I] do begin RestructureTable(aDatabase, TableName, aPassword, Callback(aDatabase), aProgressCallback, CancelTask, True); if CancelTask then Exit; end; end; procedure PackDatabase(aDatabase : TnxDatabase; aProgressCallback : TnxcgProgressCallback; const aPassword : String); var I : Integer; CancelTask : Boolean; begin CancelTask := False; for I := 0 to gTables.Count-1 do with gTables.Items[I] do begin PackTable(aDatabase, TableName, aPassword, aProgressCallback, CancelTask); if CancelTask then Exit; end; end; function TncTableManager.GetByName(aName: String): TncTableInfo; var I: Integer; begin for i := 0 to FItems.Count-1 do if SameText(GetItem(I).TableName, aName) then begin Result := GetItem(I); Exit; end; Result := nil; end; function TncTableManager.GetByID(aID: Byte): TncTableInfo; var I: Integer; begin for i := 0 to FItems.Count-1 do if GetItem(I).TableID=aID then begin Result := GetItem(I); Exit; end; Result := nil; end; function TncTableManager.GetItem(aIndex: Integer): TncTableInfo; begin Result := TncTableInfo(FItems[aIndex]); end; procedure TncTableManager.GetTableNames(sl: TStrings); var i: integer; begin sl.Clear; for I := 0 to Count-1 do sl.Add(GetItem(i).TableName); end; constructor TncTableManager.Create; begin FItems := TList.Create; end; destructor TncTableManager.Destroy; begin while FItems.Count>0 do begin TObject(FItems[0]).Free; FItems.Delete(0) end; FItems.Free; inherited; end; procedure TncTableManager.Add( aTableName : String; aCallback : TnxcgCreateDictCallback; aTableID : Byte; aBackup : Byte = 1; aID_Name : String = ''; aID_IxName : String = ''; aUID_Name : String = ''; aUID_IxName : String = ''); begin FItems.Add(TncTableInfo.Create(aTableName, aCallback, aTableID, aBackup, aID_Name, aID_IxName, aUID_Name, aUID_IxName)); end; function TncTableManager.Count: Integer; begin Result := FItems.Count; end; initialization gTables := TncTableManager.Create; with gTables do begin //Tabelas que não fazem backup no cloud Add('bk_control', __bk_control, idtb_bk_control, 0); Add('bk_process', __bk_process, idtb_bk_process, 0); Add('bk_upload', __bk_upload, idtb_bk_upload, 0); Add('RecDel', __RecDel, idtb_RecDel, 0); Add('Card', __Card, idtb_Card, 0); Add('post_nexapp', __post_nexapp, idtb_post_nexapp, 0); Add('Layout', __Layout, idtb_Layout, 0); Add('Categoria', __Categoria, idtb_Categoria, 0); Add('NCM', __NCM, idtb_NCM, 0); Add('temp', __temp, idtb_temp, 0); Add('PostMS', __PostMS, idtb_PostMS, 0); Add('Doc', __Doc, idtb_Doc, 0); Add('br_cest', __br_cest, idtb_br_cest, 0); Add('CFOP', __CFOP, idtb_CFOP, 0); Add('MunBr', __MunBr, idtb_MunBR, 0); Add('tipotran', __tipotran, idtb_tipotran, 0); // Tabelas que fazem backup no cloud Add('Caixa', __Caixa, idtb_Caixa); Add('Credito', __Credito, idtb_Credito); Add('Cliente', __Cliente, idtb_Cliente); Add('ITran', __ITran, idtb_ITran); Add('MovEst', __MovEst, idtb_MovEst); Add('Produto', __Produto, idtb_Produto); Add('Marca', __Marca, idtb_Marca); Add('Tran', __Tran, idtb_Tran); Add('Usuario', __Usuario, idtb_Usuario); Add('infoCampanha', __infocampanha, idtb_infoCampanha); Add('Unidade', __Unidade, idtb_Unidade); Add('Especie', __Especies, idtb_Especie); Add('PagEspecies', __PagEspecies, idtb_PagEspecies); Add('IOrcamento', __IOrcamento, idtb_IOrcamento); Add('syslog', __syslog, idtb_syslog); Add('NFCONFIG', __NFCONFIG, idtb_NFConfig); Add('BRTrib', __BRTrib, idtb_BRTrib); Add('ConvUnid', __ConvUnid, idtb_ConvUnid); Add('ProdFor', __ProdFor, idtb_ProdFor); Add('tax_itens', __tax_itens, idtb_tax_itens); Add('movest_tax', __movest_tax, idtb_movest_tax); Add('BRTrib_Tipo', __brtrib_tipo, idtb_BRTrib_Tipo); Add('LinkXML', __LinkXML, idtb_LinkXML); Add('xmls_compra', __xmls_compra, idtb_xmls_compra); Add('DadosFiscais', __DadosFiscais, idtb_DadosFiscais); Add('cfop_dev', __cfop_dev, idtb_cfop_dev); Add('SolicitacoesSped', __SolicitacoesSped, idtb_SolicitacoesSped); Add('Sped_C190', __Sped_C190, idtb_Sped_C190); Add('Sped_E210', __Sped_E210, idtb_Sped_E210); Add('movEst_Sped', __movEst_Sped, idtb_movEstSped); //Tabelas que fazem backup no cloud mas possuem campos/indices de ID ou UID diferente do padrão Add('tax', __tax, idtb_tax, 1, 'tax_id', 'I_tax_id'); Add('Orcamento', __Orcamento, idtb_Orcamento, 1, 'IDSeq', 'IIDSeq'); Add('Config', __Config, idtb_Config, 1, 'NumSeq', 'INumSeq'); Add('Debito', __Debito, idtb_Debito, 1, 'NumSeq', 'INumSeq'); Add('NFE', __NFE, idtb_NFE, 1, 'NumSeq', 'INumSeq'); Add('CCE', __CCE, idtb_CCE, 1, 'NumSeq', 'INumSeq'); Add('Terminal', __Terminal, idtb_Terminal, 1, '', '', 'TermID', 'ITermID'); Add('endereco', __endereco, idtb_endereco, 1, 'NumSeq', 'INumSeq', 'endereco_id', 'I_endereco_id'); end; finalization gTables.Free; end.
unit u_Comm; interface uses Windows, Forms, Messages, ComCtrls, SysUtils, Variants, Classes, SyncObjs, IniFiles , UniDBC, u_OneIC, u_Mes, u_CommBag; type TPDAConnInfo = record TID: THandle; IP: string; Port: Word; CreateTime: TDateTime; LastActiveTime: TDateTime; end; procedure _AddPDAList(); procedure _RemovePDAList(); procedure _UpdatePDAList(const SubIndex: Integer; const Value: string); procedure _AddDataList(const TID: THandle; const ClientIP, Info: string); //检测数据库连接 procedure _CheckDBConn(); //获取帐户信息 procedure _GetUserInfo(var UI: TUserInfo; var rt: Integer; var rtStr: string); //获取车辆信息 procedure _GetCarInfo(var CI: TCarInfo; var rt: Integer; var rtStr: string); //保存登记记录 function _SaveInOutRec(const IOR: TInOutRec; var DataFlag, rt: Integer; var rtStr: string): Boolean; //载入配置文件 function _LoadCfgFile(): boolean; var _PI: TPDAConnInfo; _SBar: TStatusBar; _PDAList: TListView; _DataList: TListView; _CS: TCriticalSection; //配置文件 _SvrName:string; _SvrPort: Word; _ActiveTimeOut: Word; _CheckDBTimeOut: Word; //OneIC Conn OneIC_ConnCfg: TConnCfg; OneIC_DBC: TOneICDBCtl; OneIC_CS: TCriticalSection; //MES Conn MES_ConnCfg: TConnCfg; MES_DBC: TMESDBCtl; MES_CS: TCriticalSection; implementation function _LoadCfgFile(): boolean; var inif: TIniFile; inifile: string; begin Result := False; inifile := ExtractFilePath(Application.ExeName) + 'PDAServer.ini'; if not FileExists(inifile) then exit; inif := TIniFile.Create(inifile); try _SvrName:= inif.ReadString('PDAServer', 'SvrName', ''); _SvrPort := inif.ReadInteger('PDAServer', 'SvrPort', 10008); _ActiveTimeOut := inif.ReadInteger('PDAServer', 'ActiveTimeOut', 200); if _ActiveTimeOut < 200 then _ActiveTimeOut := 200; if _ActiveTimeOut > 600 then _ActiveTimeOut := 600; _CheckDBTimeOut := inif.ReadInteger('PDAServer', 'CheckDBTimeOut', 60); if _CheckDBTimeOut < 60 then _CheckDBTimeOut := 60; if _CheckDBTimeOut > 600 then _CheckDBTimeOut := 600; //OneIC Conn OneIC_ConnCfg.ProviderName := inif.ReadString('OneIC', 'ProviderName', 'SQL Server'); OneIC_ConnCfg.IsDirect := inif.ReadBool('OneIC', 'IsDirect', false); OneIC_ConnCfg.Server := inif.ReadString('OneIC', 'Server', ''); OneIC_ConnCfg.Port := inif.ReadInteger('OneIC', 'Port', 0); OneIC_ConnCfg.Database := inif.ReadString('OneIC', 'Database', ''); OneIC_ConnCfg.Username := inif.ReadString('OneIC', 'UID', ''); OneIC_ConnCfg.Password := inif.ReadString('OneIC', 'PWD', ''); //MES Conn MES_ConnCfg.ProviderName := inif.ReadString('MES', 'ProviderName', 'Oracle'); MES_ConnCfg.IsDirect := inif.ReadBool('MES', 'IsDirect', false); MES_ConnCfg.Server := inif.ReadString('MES', 'Server', ''); MES_ConnCfg.Port := inif.ReadInteger('MES', 'Port', 0); MES_ConnCfg.Database := inif.ReadString('MES', 'Database', ''); MES_ConnCfg.Username := inif.ReadString('MES', 'UID', ''); MES_ConnCfg.Password := inif.ReadString('MES', 'PWD', ''); Result := True; finally inif.Free; end; end; procedure _UpdatePDAList(const SubIndex: Integer; const Value: string); var Item: TListItem; i: Integer; begin try for I := _PDAList.Items.Count - 1 downto 0 do begin Item := _PDAList.Items[i]; if (IntToStr(_PI.TID) = Trim(Item.Caption)) and (_PI.IP = Item.SubItems[0]) then Item.SubItems[SubIndex] := Value; end; except ; end; end; procedure _AddPDAList(); var Item: TListItem; begin Item := _PDAList.Items.Add; Item.Caption := IntToStr(_PI.TID); Item.SubItems.Add(_PI.IP); Item.SubItems.Add(IntToStr(_PI.Port)); Item.SubItems.Add(FormatDateTime('YYYY-MM-DD hh:nn:ss', _PI.CreateTime)); Item.SubItems.Add(FormatDateTime('YYYY-MM-DD hh:nn:ss', _PI.LastActiveTime)); end; procedure _AddDataList(const TID: THandle; const ClientIP, Info: string); var Item: TListItem; begin Item := _DataList.Items.Insert(0); Item.Caption :=FormatDateTime('YYYY-MM-DD hh:nn:ss', Now) ; Item.SubItems.Add(IntToStr(TID)); Item.SubItems.Add(ClientIP); Item.SubItems.Add(Info); if _DataList.Items.Count > 50 then _DataList.Items.Delete(50); end; procedure _RemovePDAList(); var Item: TListItem; i: Integer; begin for I := _PDAList.Items.Count - 1 downto 0 do begin Item := _PDAList.Items[i]; if (IntToStr(_PI.TID) = Trim(Item.Caption)) and (_PI.IP = Item.SubItems[0]) then Item.Delete; end; end; procedure _CheckDBConn(); var dt: TDateTime; begin OneIC_CS.Enter; try if not OneIC_DBC.GetSvrDateTime(dt) then begin _SBar.Panels[5].Text := '重连中...'; Application.ProcessMessages; OneIC_DBC.ReConnDB; end; if OneIC_DBC.IsConn then _SBar.Panels[5].Text := '正常' else _SBar.Panels[5].Text := '断开'; finally OneIC_CS.Leave; end; MES_CS.Enter; try if not MES_DBC.GetSvrDateTime(dt) then begin _SBar.Panels[7].Text := '重连中...'; Application.ProcessMessages; MES_DBC.ReConnDB; end; if MES_DBC.IsConn then _SBar.Panels[7].Text := '正常' else _SBar.Panels[7].Text := '断开'; finally MES_CS.Leave; end; end; procedure _GetUserInfo(var UI: TUserInfo; var rt: Integer; var rtStr: string); begin OneIC_CS.Enter; try rt := OneIC_DBC.GetUserInfo(UI); rtStr := OneIC_DBC.GetRtInfo(rt); finally OneIC_CS.Leave; end; end; procedure _GetCarInfo(var CI: TCarInfo; var rt: Integer; var rtStr: string); begin MES_CS.Enter; try rt := MES_DBC.GetCarInfo(CI); rtStr := MES_DBC.GetRtInfo(rt); finally MES_CS.Leave; end; end; function _SaveInOutRec(const IOR: TInOutRec; var DataFlag, rt: Integer; var rtStr: string): Boolean; var PI: TPDAInfo; begin Result := False; DataFlag := 0; OneIC_CS.Enter; try //如果找不到此PDA,那么提示未授权PDA设备 FillChar(PI, SizeOf(TPDAInfo), 0); PI.PDANum := IOR.PDANum; PI.PDAName := '---'; rt := OneIC_DBC.GetPDAInfo(PI); rtStr := OneIC_DBC.GetRtInfo(rt); if rt > 0 then begin //检测PDA与驾驶员关联 rt := OneIC_DBC.UserAndMachIsLink(IOR.Driver.UserID, PI.MachID); rtStr := OneIC_DBC.GetRtInfo(rt); if rt > 0 then DataFlag := 1 else DataFlag := -2; //未关联PDA end else DataFlag := -1; //未授权PDA finally OneIC_CS.Leave; end; ////////////////////////////////////////////////////////////// MES_CS.Enter; try if DataFlag > 0 then begin rt := MES_DBC.SaveInOutRec(IOR, PI.PDAName, DataFlag); rtStr := MES_DBC.GetRtInfo(rt); Result := True; end else begin //异常记录,不提示是否成功! MES_DBC.SaveInOutRec(IOR, PI.PDAName, DataFlag); end; finally MES_CS.Leave; end; end; end.
{*******************************************************} { } { Delphi DataSnap Framework } { } { Copyright(c) 1995-2018 Embarcadero Technologies, Inc. } { All rights reserved } { } {*******************************************************} unit Datasnap.DSPlatform; interface uses Datasnap.DSCommonTable, Data.DBXCommon, Data.DBXJSON, System.Classes, System.JSON; type {$MethodInfo ON} TDBXServerComponent = class(TComponent) private HasTunnelSessionEvent: Boolean; function ConsumeAllClientChannel(const ChannelName: string; const ChannelId: string; const CallbackId: string; const SecurityToken: string; ChannelNames: TStringList; ChannelCallback: TDBXCallback; Timeout: Cardinal): Boolean; function ConsumeOneClientChannel(const ChannelName, ClientManagerId, CallbackId: string; const SecurityToken: string; ChannelNames: TStringList; ResponseData: TJSONValue; Timeout: Cardinal): TJSONValue; protected /// <summary>Returns the name of the Server for the current instance of this component</summary> function GetDSServerName: string; virtual; abstract; public constructor Create(AOwner: TComponent); overload; override; constructor Create; reintroduce; overload; virtual; /// <summary> Consume callback channel events one at a time </summary> /// <remarks> Used mainly with JS API </remarks> function ConsumeClientChannel(const ChannelName, ClientManagerId, CallbackId, ChannelNames: string; const SecurityToken: string; ResponseData: TJSONValue): TJSONValue; function ConsumeClientChannelTimeout(const ChannelName, ClientManagerId, CallbackId: string; const ChannelNames, SecurityToken: string; Timeout: Integer; ResponseData: TJSONValue): TJSONValue; /// <summary> Connects to the channel when the first callback registers with client manager /// </summary> function ConnectClientChannel(const ChannelName: string; const ChannelId: string; const CallbackId, ChannelNames, SecurityToken: string; ChannelCallback: TDBXCallback): Boolean; function ConnectClientChannelTimeout(const ChannelName: string; const ChannelId: string; const CallbackId, ChannelNames, SecurityToken: string; ChannelCallback: TDBXCallback; Timeout: Integer): Boolean; /// <summary> Closes the client channel </summary> function CloseClientChannel(const ChannelId, SecurityToken: string): Boolean; /// <summary> Registers a new callback callback </summary> function RegisterClientCallback(const ChannelId: string; const CallbackId, ChannelNames, SecurityToken: string; ChannelCallback: TDBXCallback): Boolean; function RegisterClientCallbackServer(const ChannelId: string; const CallbackId, ChannelNames, SecurityToken: string): Boolean; /// <summary> Unregisters the client callback </summary> function UnregisterClientCallback(const ChannelId: string; const CallbackId: string; const SecurityToken: string): Boolean; /// <summary> Broadcast a message to all of the registered callbacks of the given channel </summary> /// <remarks> Annotated with 'ChannelBroadcast' as the authorized role. </remarks> /// <param name="ChannelName">Name of the channel to notify all registered callbacks for</param> /// <param name="Msg">The message to broadcast</param> /// <returns>true if the broadcast was successful, false otherwise</returns> function BroadcastToChannel(const ChannelName: string; const Msg: TJSONValue): Boolean; function BroadcastObjectToChannel(const ChannelName: string; const Msg: TObject): Boolean; /// <summary> Notifies a client callback with the specified message </summary> /// <remarks> Annotated with 'ChannelNotify' as the authorized role. </remarks> /// <param name="ClientId"> The ChannelId of the client </param> /// <param name="CallbackId"> The Id of the callback on the client to notify </param> /// <param name="Msg">The message to notify with</param> /// <param name="Response">Output parameter containing the client's response value</param> /// <returns>true if the notification was successful, false otherwise</returns> function NotifyCallback(const ClientId: string; const CallbackId: string; const Msg: TJSONValue; out Response: TJSONValue): Boolean; function NotifyObject(const ClientId, CallbackId: string; const Msg: TObject; out Response: TObject): Boolean; end; {$MethodInfo OFF} TDSPlatform = class public class function DefaultPackageName: string; static; class function DataSnapAdminClassName: string; static; class function DataSnapAdminUnitName: string; static; class function MetadataClassName: string; static; class function MetadataUnitName: string; static; class function PlatformName: string; static; class function GetDatabaseConnection(DBXContext: TDBXContext; ServerConnectionName: string; ConProperties: TDBXProperties ): TDBXConnection; static; class procedure GetConnectionProperties(Connections: TDSConnectionEntity); static; end; implementation uses Data.DBXCommonTable, Datasnap.DSCommonServer, Data.DBXMessageHandlerJSonServer, Datasnap.DSServer, Datasnap.DSSession, System.SysUtils; { TDSPlatform } class function TDSPlatform.DataSnapAdminUnitName: string; begin Result := 'DSCommonServer'; end; class function TDSPlatform.DefaultPackageName: string; begin Result := ''; end; class procedure TDSPlatform.GetConnectionProperties( Connections: TDSConnectionEntity); var Factory: TDBXConnectionFactory; Items: TStrings; Row: Integer; DriverName, Name: string; ConProperties: TDBXProperties; LProperties: TDBXProperties; begin Factory := TDBXConnectionFactory.GetConnectionFactory; Items := TStringList.Create; try TDBXConnectionFactory.Lock; try Factory.GetConnectionItems(Items); for Row := 0 to Items.Count - 1 do begin Connections.Table.Insert; Name := Items[Row]; Connections.ConnectionName := Name; ConProperties := Factory.GetConnectionProperties(Name); Connections.ConnectionProperties := ConProperties.Properties.DelimitedText; DriverName := ConProperties[TDBXPropertyNames.DriverName]; Connections.DriverName := DriverName; if DriverName.Length > 0 then begin try LProperties := Factory.GetDriverProperties(DriverName); if LProperties <> nil then Connections.DriverProperties := LProperties.Properties.DelimitedText except on ex: Exception do Connections.DriverProperties := ex.Message; end; end; Connections.Table.Post; end; finally TDBXConnectionFactory.Unlock; end; finally Items.Free; end; end; class function TDSPlatform.GetDatabaseConnection( DBXContext: TDBXContext; ServerConnectionName: string; ConProperties: TDBXProperties ): TDBXConnection; begin Result := TDBXDriverHelp.GetConnection( TDBXConnectionFactory.GetConnectionFactory, DBXContext, ServerConnectionName ); end; class function TDSPlatform.DataSnapAdminClassName: string; begin Result := 'DSAdmin'; end; class function TDSPlatform.PlatformName: string; begin Result := 'win32'; end; class function TDSPlatform.MetadataClassName: string; begin Result := 'DSMetadata'; end; class function TDSPlatform.MetadataUnitName: string; begin Result := 'DSCommonServer'; end; { TDBXServerComponent } constructor TDBXServerComponent.Create(AOwner: TComponent); begin inherited Create(AOwner); HasTunnelSessionEvent := False; end; function TDBXServerComponent.ConsumeAllClientChannel(const ChannelName, ChannelId, CallbackId, SecurityToken: string; ChannelNames: TStringList; ChannelCallback: TDBXCallback; Timeout: Cardinal): Boolean; var ServerCallback: TDBXServerCallback; DSServer: TDSServer; CallbackTunnel: TDSCallbackTunnel; Msg: TJSONObject; Data: TJSONValue; ArgType: Integer; IsBroadcast: Boolean; IsAquired: Boolean; QueueMessage: TDSCallbackTunnelBufferItem; WasConnectionLost: Boolean; LSessionEvent: TDSSessionEvent; LSession: TDSSession; LSessionId: string; begin WasConnectionLost := False; if ChannelCallback is TDBXCallbackDelegate then begin ServerCallback := (ChannelCallback as TDBXCallbackDelegate).Delegate as TDBXServerCallback; // get the server instance DSServer := ServerCallback.DsServer as TDSServer; // get the callback tunnel CallbackTunnel := DSServer.CreateChannelTunnel(ChannelName, ChannelId, CallbackId, ChannelNames, SecurityToken); if CallbackTunnel <> nil then begin //add a session event used to close this tunnel if the session closes LSession := TDSSessionManager.GetThreadSession; if LSession <> nil then begin LSessionId := LSession.SessionName; LSessionEvent := procedure(Sender: TObject; const EventType: TDSSessionEventType; const Session: TDSSession) begin case EventType of SessionClose: begin if LSessionId = Session.SessionName then TMonitor.Pulse(CallbackTunnel.Queue); end; end; end; TDSSessionManager.Instance.AddSessionEvent(LSessionEvent); end; try // wait for exit message repeat Data := nil; IsBroadcast := false; ArgType := TDBXCallback.ArgJson; QueueMessage := nil; TMonitor.Enter(CallbackTunnel.Queue); try {Wait for a queue item to be added if the queue is empty, otherwise don't wait and just pop the next queue item} if CallbackTunnel.Queue.QueueSize = 0 then IsAquired := TMonitor.Wait(CallbackTunnel.Queue, Timeout) else IsAquired := true; if IsAquired and (CallbackTunnel.Queue.QueueSize > 0) then begin {Get the next queued item from the tunnel} QueueMessage := CallbackTunnel.Queue.PopItem; Data := QueueMessage.Msg; IsBroadcast := QueueMessage.IsBroadcast; ArgType := QueueMessage.ArgType; end; finally TMonitor.Exit(CallbackTunnel.Queue); end; if IsAquired and (Data <> nil) then begin if IsBroadcast then begin try //if this is a broadcast, but has a callbackId specified, it is a selective broadcast, //to only one of the callbacks of the client. if QueueMessage.CallbackId <> EmptyStr then Msg := TJSONObject.Create( TJSONPair.Create('invoke', TJSONArray.Create( TJSONString.Create(QueueMessage.CallbackId), Data).Add(ArgType))) else begin Msg := TJSONObject.Create(TJSONPair.Create('broadcast', TJSONArray.Create(Data).Add(ArgType))); end; if (QueueMessage.ChannelName <> EmptyStr) and (QueueMessage.ChannelName <> CallbackTunnel.ServerChannelName) then Msg.AddPair(TJSONPair.Create('channel', QueueMessage.ChannelName)); try ChannelCallback.Execute(Msg).Free; except try // Remove the callback tunnel from the list, it will be freed at the end of this method InternalRemoveCallbackTunnel(DSServer, CallbackTunnel); except end; raise; end; finally QueueMessage.InstanceOwner := false; FreeAndNil(QueueMessage); end; end else if Assigned(QueueMessage) then begin TMonitor.Enter(QueueMessage); try Msg := TJSONObject.Create( TJSONPair.Create('invoke', TJSONArray.Create( TJSONString.Create(QueueMessage.CallbackId), Data).Add(ArgType))); try QueueMessage.Response := ChannelCallback.Execute(Msg); except on E : Exception do begin QueueMessage.IsError := True; QueueMessage.Response := TJSONObject.Create(TJSONPair.Create('error', E.Message)); if ChannelCallback.ConnectionLost then begin WasConnectionLost := True; TMonitor.Pulse(QueueMessage); try // Remove the callback tunnel from the list, it will be freed at the end of this method InternalRemoveCallbackTunnel(DSServer, CallbackTunnel); except end; Break; end; end; end; TMonitor.Pulse(QueueMessage); finally TMonitor.Exit(QueueMessage); end; end; end else begin try // Remove the callback tunnel from the list, it will be freed at the end of this method InternalRemoveCallbackTunnel(DSServer, CallbackTunnel); except end; end; until (not IsAquired) or (Data = nil); finally //remove the session event used to close the tunnel if the session closes if LSession <> nil then TDSSessionManager.Instance.RemoveSessionEvent(LSessionEvent); //if the connection wasn't lost then this must be the termination (nil) message, so free it //otherwise, the caller sending the message (who pushed it into the tunnel's queue) should free it if not WasConnectionLost then FreeAndNil(QueueMessage) else begin //loop over all remaining messages and pulse them. Free one if Data = nil (the termination message) //this is done so no messages are left in the queue waiting and so the termination message gets freed while CallbackTunnel.Queue.QueueSize > 0 do begin QueueMessage := CallbackTunnel.Queue.PopItem; if QueueMessage <> nil then begin TMonitor.Pulse(QueueMessage); if QueueMessage.Msg = nil then FreeAndNil(QueueMessage); end; end; end; // free the callback tunnel TDSCallbackTunnelManagerInternal(TDSCallbackTunnelManager.Instance).CloseChannelTunnel(CallbackTunnel); end; exit(true); end else exit(false); end else exit(false); end; function TDBXServerComponent.ConsumeClientChannel(const ChannelName, ClientManagerId, CallbackId, ChannelNames, SecurityToken: string; ResponseData: TJSONValue): TJSONValue; begin Result := ConsumeClientChannelTimeout(ChannelName, ClientManagerId, CallbackId, ChannelNames, SecurityToken, -1, ResponseData); end; function TDBXServerComponent.ConsumeClientChannelTimeout(const ChannelName, ClientManagerId, CallbackId, ChannelNames, SecurityToken: string; Timeout: Integer; ResponseData: TJSONValue): TJSONValue; var ms: Cardinal; LChannelNames: TStringList; begin if Timeout < 0 then ms := INFINITE else ms := Timeout * 1000; LChannelNames := nil; //only build a list of channel names if a callback is beign registered and specifies some in CSV form if (CallbackId <> EmptyStr) and (ChannelNames <> EmptyStr) then begin LChannelNames := TStringList.Create; LChannelNames.CommaText := ChannelNames; end; try Result := ConsumeOneClientChannel(ChannelName, ClientManagerId, CallbackId, SecurityToken, LChannelNames, ResponseData, ms); finally FreeAndNil(LChannelNames); end; end; function TDBXServerComponent.ConsumeOneClientChannel(const ChannelName, ClientManagerId, CallbackId, SecurityToken: string; ChannelNames: TStringList; ResponseData: TJSONValue; Timeout: Cardinal): TJSONValue; var DSServer: TDSServer; CallbackTunnel: TDSCallbackTunnel; Data: TJSONValue; IsBroadcast: Boolean; IsTimeout: Boolean; QueueMessage: TDSCallbackTunnelBufferItem; ArgType: Integer; StartupMessage: TDSCallbackTunnelBufferItem; Msg: TJSONObject; EmptyQueuePulsed: Boolean; begin StartupMessage := nil; DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then begin if CallbackId <> EmptyStr then begin // ignore data CallbackTunnel := DSServer.CreateChannelTunnel(ChannelName, ClientManagerId, CallbackId, ChannelNames, SecurityToken); if CallbackTunnel = nil then exit(TJSONObject.Create( TJSONPair.Create('error', TJSONString.Create(ChannelName+':'+ClientManagerId+':'+CallbackId)))); Msg := TJSONObject.Create; Msg.AddPair(TJSONPair.Create('created', TJSONTrue.Create)); StartupMessage := TDSCallbackTunnelBufferItem.Create(ChannelName, CallbackId, False, Msg, TDBXCallback.ArgJson); end else begin CallbackTunnel := DSServer.CallbackTunnelOf(ClientManagerId); //set the state of the tunnel as waiting on the server side. (no message sent to client yet) if (CallbackTunnel <> nil) then begin //pulse the queue, to free a previously waiting tunnel, if one exists if CallbackTunnel.State = ctsWaitingOnServer then TMonitor.Pulse(CallbackTunnel.Queue); CallbackTunnel.State := ctsWaitingOnServer; end; if (CallbackTunnel <> nil) and (CallbackTunnel.ThinPop <> nil) then begin if not CallbackTunnel.ThinPop.IsBroadcast then begin if not Assigned(ResponseData) then CallbackTunnel.ThinPop.Response := TJSONNull.Create else CallbackTunnel.ThinPop.Response := ResponseData.Clone as TJSONValue; TMonitor.Pulse(CallbackTunnel.ThinPop) end else begin CallbackTunnel.ThinPop.Free; CallbackTunnel.ThinPop := nil; end; end else if (CallbackTunnel = nil) then exit(TJSONObject.Create( TJSONPair.Create('error', TJSONString.Create(ChannelName+':'+ClientManagerId)))); end; Data := nil; IsBroadcast := false; QueueMessage := nil; ArgType := TDBXCallback.ArgJson; TMonitor.Enter(CallbackTunnel.Queue); try {Wait for a queue item to be added if the queue is empty} if (StartupMessage = nil) and (CallbackTunnel.Queue.QueueSize = 0) then IsTimeout := not TMonitor.Wait(CallbackTunnel.Queue, Timeout) else IsTimeout := False; //the queue is empty, there is no first message, and waiting on a message didn't time out, //so the tunnel must have been re-issued by the client. EmptyQueuePulsed := (not CallbackTunnel.Queue.ShutDown) and (not IsTimeout) and (StartupMessage = nil) and (CallbackTunnel.Queue.QueueSize = 0); if (not IsTimeout) and ((StartupMessage <> nil) or (CallbackTunnel.Queue.QueueSize > 0)) then begin if StartupMessage <> nil then QueueMessage := StartupMessage else QueueMessage := CallbackTunnel.Queue.PopItem; if Assigned(QueueMessage) then begin if StartupMessage = nil then CallbackTunnel.ThinPop := QueueMessage; Data := QueueMessage.Msg; //nil the message, as it will be memory managed by the response being sent QueueMessage.Msg := nil; IsBroadcast := QueueMessage.IsBroadcast; ArgType := QueueMessage.ArgType; end; end finally TMonitor.Exit(CallbackTunnel.Queue); end; //When an empty queue is pulsed, this means that a second thread is trying to reestablish this tunne. //usually that means the client has disconnected and is reconnecting and reestablishing the tunnel. //when this happens, the first tunnel HTTP response should be abandoned. if EmptyQueuePulsed then exit(TJSONObject.Create(TJSONPair.Create('error', TJSONString.Create('tunnel_replaced')))); try if IsBroadcast and (Data <> nil) then begin //call invoke if a CallbackId is specified, to invoke just that callback, but to ignore //the client's response if QueueMessage.CallbackId <> EmptyStr then Msg := TJSONObject.Create( TJSONPair.Create('invoke', TJSONArray.Create( TJSONString.Create(QueueMessage.CallbackId), Data).Add(ArgType))) else Msg := TJSONObject.Create(TJSONPair.Create('broadcast', TJSONArray.Create(Data).Add(ArgType)) ); if (QueueMessage.ChannelName <> EmptyStr) and (QueueMessage.ChannelName <> CallbackTunnel.ServerChannelName) then Msg.AddPair(TJSONPair.Create('channel', QueueMessage.ChannelName)); //signify we are now waiting for the client to respond CallbackTunnel.State := ctsWaitingForClient; exit(Msg); end else if (QueueMessage <> nil) and (Data <> nil) then begin //signify we are now waiting for the client to respond CallbackTunnel.State := ctsWaitingForClient; exit( TJSONObject.Create( TJSONPair.Create('invoke', TJSONArray.Create( TJSONString.Create(QueueMessage.CallbackId), Data).Add(ArgType)))); end else begin //note that in this case, the tunnel is closing, so we aren't waiting for the client. //setting this state here just to make it clear. It should already be in this state. CallbackTunnel.State := ctsWaitingOnServer; if (QueueMessage <> nil) then begin if QueueMessage = CallbackTunnel.ThinPop then CallbackTunnel.ThinPop := nil; QueueMessage.InstanceOwner := true; FreeAndNil(QueueMessage); end; TDSCallbackTunnelManagerInternal(TDSCallbackTunnelManager.Instance).CloseChannelTunnel(CallbackTunnel); if IsTimeout then exit(TJSONObject.Create( TJSONPair.Create('timeout', TJSONTrue.Create))) else exit( TJSONObject.Create( TJSONPair.Create('close', TJSONTrue.Create))) end; finally FreeAndNil(StartupMessage); end; end else exit( TJSONObject.Create( TJSONPair.Create('error', TJSONString.Create(GetDSServerName())))); end; function TDBXServerComponent.BroadcastToChannel(const ChannelName: string; const Msg: TJSONValue): Boolean; var DSServer: TDSServer; begin DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then exit(DSServer.BroadcastMessage(ChannelName, TJSONValue(Msg.Clone))) else exit(false); end; function TDBXServerComponent.BroadcastObjectToChannel(const ChannelName: string; const Msg: TObject): Boolean; var DSServer: TDSServer; begin DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then exit(DSServer.BroadcastObject(ChannelName, Msg)) else exit(false); end; function TDBXServerComponent.NotifyCallback(const ClientId, CallbackId: string; const Msg: TJSONValue; out Response: TJSONValue): Boolean; var DSServer: TDSServer; begin DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then exit(DSServer.NotifyCallback(ClientId, CallbackId, TJSONValue(Msg.Clone), Response)) else exit(false); end; function TDBXServerComponent.NotifyObject(const ClientId, CallbackId: string; const Msg: TObject; out Response: TObject): Boolean; var DSServer: TDSServer; begin DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then exit(DSServer.NotifyObject(ClientId, CallbackId, Msg, Response)) else exit(false); end; function TDBXServerComponent.CloseClientChannel(const ChannelId, SecurityToken: string): Boolean; var DSServer: TDSServer; begin // get the server instance DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then begin try DSServer.UnregisterChannelCallback(ChannelId, SecurityToken, false); except exit(false); end; exit(true) end else exit(false); end; function TDBXServerComponent.ConnectClientChannel(const ChannelName, ChannelId, CallbackId, ChannelNames, SecurityToken: string; ChannelCallback: TDBXCallback): Boolean; var LChannelNames: TStringList; begin LChannelNames := TStringList.Create; LChannelNames.CommaText := ChannelNames; try Result := ConsumeAllClientChannel(ChannelName, ChannelId, CallbackId, SecurityToken, LChannelNames, ChannelCallback, INFINITE); finally FreeAndNil(LChannelNames); end; end; function TDBXServerComponent.ConnectClientChannelTimeout(const ChannelName, ChannelId, CallbackId, ChannelNames, SecurityToken: string; ChannelCallback: TDBXCallback; Timeout: Integer): Boolean; var ms: Cardinal; LChannelNames: TStringList; begin if Timeout < 0 then ms := INFINITE else ms := Timeout * 1000; LChannelNames := TStringList.Create; LChannelNames.CommaText := ChannelNames; try Result := ConsumeAllClientChannel(ChannelName, ChannelId, CallbackId, SecurityToken, LChannelNames, ChannelCallback, ms); finally FreeAndNil(LChannelNames); end; end; constructor TDBXServerComponent.Create; begin inherited Create(nil); HasTunnelSessionEvent := False; end; function TDBXServerComponent.RegisterClientCallback(const ChannelId, CallbackId, ChannelNames, SecurityToken: string; ChannelCallback: TDBXCallback): Boolean; var ServerCallback: TDBXServerCallback; DSServer: TDSServer; LChannelNames: TStringList; begin if ChannelCallback is TDBXCallbackDelegate then begin ServerCallback := (ChannelCallback as TDBXCallbackDelegate).Delegate as TDBXServerCallback; // get the server instance DSServer := ServerCallback.DsServer as TDSServer; LChannelNames := TStringList.Create; LChannelNames.CommaText := ChannelNames; try exit(DSServer.RegisterChannelCallback(ChannelId, CallbackId, LChannelNames, SecurityToken)); finally FreeAndNil(LChannelNames); end; end else exit(false) end; function TDBXServerComponent.RegisterClientCallbackServer(const ChannelId, CallbackId, ChannelNames, SecurityToken: string): Boolean; var DSServer: TDSServer; LChannelNames: TStringList; begin DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then try LChannelNames := TStringList.Create; LChannelNames.CommaText := ChannelNames; try exit(DSServer.RegisterChannelCallback(ChannelId, CallbackId, LChannelNames, SecurityToken)); finally FreeAndNil(LChannelNames); end; except end; exit(false); end; function TDBXServerComponent.UnregisterClientCallback(const ChannelId, CallbackId, SecurityToken: string): Boolean; var DSServer: TDSServer; begin DSServer := TDSServer.FindServer(GetDSServerName()) as TDSServer; if DSServer <> nil then begin try DSServer.UnregisterChannelCallback(ChannelId, CallbackId, SecurityToken); except exit(false); end; exit(true); end; exit(false) end; initialization RegisterClass(DSAdmin); RegisterClass(DSMetadata); end.
unit fileutil; interface function GetFileSize(const f: string): Int64; implementation uses Windows, sysUtils; function GetFileSize(const f: string): Int64; var Handle: THandle; FindData: TWin32FindData; begin Handle := FindFirstFile(PChar(f), FindData); if Handle <> INVALID_HANDLE_VALUE then begin Windows.FindClose(Handle); if (FindData.dwFileAttributes and FILE_ATTRIBUTE_DIRECTORY) = 0 then begin Int64Rec(Result).Lo := FindData.nFileSizeLow; Int64Rec(Result).Hi := FindData.nFileSizeHigh; Exit; end; end; Result := -1; end; end.
unit ClientsList; interface uses Classes, StdCtrls, SysUtils, Contnrs, ScktComp, Client, CommonUtils; type TClientsList = class(TObjectList) constructor Create; public // Синхронизация с отображением procedure Sync; function IsNickInUse(NickName: string) : boolean; function AddClient(SocketHandle: integer; var Socket: TCustomWinSocket; NickName: string) : TClient; procedure RemoveClient(SocketHandle: integer); function GetClientByHandle(SocketHandle: integer) : TClient; function GetClientByNick(NickName: string) : TClient; function GetNickByHandle(SocketHandle: integer) : string; function View : TListBox; // Задать отображение procedure SetView(var ListBox: TListBox); private dView: TListBox; end; implementation { TClientsList } constructor TClientsList.Create; begin Inherited; end; procedure TClientsList.Sync; var i: integer; Client: TClient; buff: TStrings; begin buff := TStringList.Create; for i := 0 to Self.Count - 1 do begin Client := Self.Items[i] as TClient; buff.Add(Client.NickName); end; AlphabeticSort(buff); dView.Items := buff; end; function TClientsList.IsNickInUse(NickName: string) : boolean; var i: integer; Client: TClient; begin for i := 0 to Self.Count - 1 do begin Client := Self.Items[i] as TClient; if Client.NickName = NickName then begin Result := True; Exit; end; end; Result := False; end; function TClientsList.AddClient(SocketHandle: Integer; var Socket: TCustomWinSocket; NickName: string) : TClient; var Client: TClient; begin if ValidateNickName(NickName) then if not IsNickInUse(NickName) then begin Client := TClient.Create(SocketHandle, Socket, NickName); Add(Client); Result := Client; Sync; end else raise ENickInUse.Create('Nickname is already in use: ' + NickName) else raise EIncorrectNick.Create('Incorrect nick: ' + NickName); end; procedure TClientsList.RemoveClient(SocketHandle: Integer); var i: integer; Client: TClient; begin for i := 0 to Count - 1 do begin Client := Items[i] as TClient; if Client.SocketHandle = SocketHandle then begin Delete(i); Break; end; end; Sync; end; function TClientsList.GetClientByHandle(SocketHandle: Integer) : TClient; var i: integer; Client: TClient; begin Result := nil; for i := 0 to Self.Count - 1 do begin Client := Self.Items[i] as TClient; if Client.dSocketHandle = SocketHandle then begin Result := Client; Exit; end; end; end; function TClientsList.GetClientByNick(NickName: string) : TClient; var i: integer; Client: TClient; begin for i := 0 to Self.Count - 1 do begin Client := Self.Items[i] as TClient; if Client.dNickName = NickName then begin Result := Client; Exit; end; end; end; function TClientsList.GetNickByHandle(SocketHandle: Integer) : string; var Client: TClient; begin Client := GetClientByHandle(SocketHandle); if Assigned(Client) then Result := Client.NickName else end; function TClientsList.View; begin Result := dView; end; procedure TClientsList.SetView(var ListBox: TListBox); begin dView := ListBox; end; end.
unit Form.EditCategory; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, Form.BaseEditForm, cxGraphics, cxLookAndFeels, cxLookAndFeelPainters, Vcl.Menus, dxSkinsCore, dxSkinMetropolis, cxClasses, dxSkinsForm, Vcl.StdCtrls, cxButtons, Vcl.ExtCtrls, Model.Entities, cxControls, cxContainer, cxEdit, cxMaskEdit, cxDropDownEdit, cxTextEdit, cxLabel, System.Generics.Collections, Aurelius.Bind.Dataset, Aurelius.Engine.ObjectManager, System.ImageList, Vcl.ImgList, Data.DB, cxLookupEdit, cxDBLookupEdit, cxDBLookupComboBox, cxDBEdit; type TfrmEditCategory = class(TfrmBaseEditor) lblCategoryName: TcxLabel; lblParentCategory: TcxLabel; edtCategoryName: TcxDBTextEdit; cbbParentCategory: TcxDBLookupComboBox; adsCategories: TAureliusDataset; adsCategoriesSelf: TAureliusEntityField; adsCategoriesID: TIntegerField; adsCategoriesCategoryName: TStringField; adsCategoriesParent: TAureliusEntityField; adsCategoriesBooks: TDataSetField; dsCategories: TDataSource; adsParents: TAureliusDataset; adsParentsSelf: TAureliusEntityField; adsParentsID: TIntegerField; adsParentsCategoryName: TStringField; adsParentsParent: TAureliusEntityField; adsParentsBooks: TDataSetField; dsParents: TDataSource; procedure btnOKClick(Sender: TObject); procedure btnCancelClick(Sender: TObject); private procedure SetCategory(ACategory: TCategory; AManager: TObjectManager); public class function Edit(ACategory: TCategory; AManager: TObjectManager): Boolean; end; var frmEditCategory: TfrmEditCategory; implementation uses Common.Utils; {$R *.dfm} { TfrmEditCategory } procedure TfrmEditCategory.btnCancelClick(Sender: TObject); begin adsCategories.Cancel; inherited; end; procedure TfrmEditCategory.btnOKClick(Sender: TObject); begin with adsCategories do begin try Post; except on E: Exception do begin ShowErrorFmt('Не удалось сохранить категорию "%s"'#10#13+'%s', [edtCategoryName.Text]); ModalResult := mrCancel; end; end; end; inherited; end; class function TfrmEditCategory.Edit(ACategory: TCategory; AManager: TObjectManager): Boolean; var Form: TfrmEditCategory; CategoryName: string; begin Form := TfrmEditCategory.Create(Application); try CategoryName := ACategory.CategoryName; if CategoryName.IsEmpty then Form.Header := 'Новая категория книг' else Form.Header := Format('Редактирование категории книг: %s', [CategoryName]); Form.SetCategory(ACategory, AManager); Result := Form.ShowModal = mrOk; finally Form.Free; end; end; procedure TfrmEditCategory.SetCategory(ACategory: TCategory; AManager: TObjectManager); begin // открытие DS adsParents.Close; adsParents.SetSourceCriteria(AManager.Find<TCategory>.OrderBy('CategoryName')); adsParents.Open; with adsCategories do begin Close; SetSourceObject(ACategory); Open; Edit; end; end; end.
{**************************************************************************************************} { } { Project JEDI Code Library (JCL) } { } { The contents of this file are subject to the Mozilla Public License Version 1.1 (the "License"); } { you may not use this file except in compliance with the License. You may obtain a copy of the } { License at http://www.mozilla.org/MPL/ } { } { Software distributed under the License is distributed on an "AS IS" basis, WITHOUT WARRANTY OF } { ANY KIND, either express or implied. See the License for the specific language governing rights } { and limitations under the License. } { } { The Original Code is Stack.pas. } { } { The Initial Developer of the Original Code is Jean-Philippe BEMPEL aka RDM. Portions created by } { Jean-Philippe BEMPEL are Copyright (C) Jean-Philippe BEMPEL (rdm_30 att yahoo dott com) } { All rights reserved. } { } { Contributors: } { Florent Ouchet (outchy) } { } {**************************************************************************************************} { } { The Delphi Container Library } { } {**************************************************************************************************} { } { Last modified: $Date:: 2008-06-05 15:35:37 +0200 (jeu., 05 juin 2008) $ } { Revision: $Rev:: 2376 $ } { Author: $Author:: obones $ } { } {**************************************************************************************************} unit JclStacks; {$I jcl.inc} interface uses {$IFDEF UNITVERSIONING} JclUnitVersioning, {$ENDIF UNITVERSIONING} {$IFDEF SUPPORTS_GENERICS} {$IFDEF CLR} System.Collections.Generic, {$ENDIF CLR} JclAlgorithms, {$ENDIF SUPPORTS_GENERICS} JclBase, JclAbstractContainers, JclContainerIntf, JclSynch; {$I containers\JclContainerCommon.imp} {$I containers\JclStacks.imp} {$I containers\JclStacks.int} type (*$JPPEXPANDMACRO JCLSTACKINT(TJclIntfStack,IJclIntfStack,TJclIntfAbstractContainer,JclBase.TDynIInterfaceArray, IJclIntfEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,const ,AInterface,IInterface)*) (*$JPPEXPANDMACRO JCLSTACKINT(TJclAnsiStrStack,IJclAnsiStrStack,TJclAnsiStrAbstractContainer,JclBase.TDynAnsiStringArray, IJclStrContainer\, IJclAnsiStrContainer\, IJclAnsiStrEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,const ,AString,AnsiString)*) (*$JPPEXPANDMACRO JCLSTACKINT(TJclWideStrStack,IJclWideStrStack,TJclWideStrAbstractContainer,JclBase.TDynWideStringArray, IJclStrContainer\, IJclWideStrContainer\, IJclWideStrEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,const ,AString,WideString)*) {$IFDEF CONTAINER_ANSISTR} TJclStrStack = TJclAnsiStrStack; {$ENDIF CONTAINER_ANSISTR} {$IFDEF CONTAINER_WIDESTR} TJclStrStack = TJclWideStrStack; {$ENDIF CONTAINER_WIDESTR} (*$JPPEXPANDMACRO JCLSTACKINT(TJclSingleStack,IJclSingleStack,TJclSingleAbstractContainer,JclBase.TDynSingleArray, IJclSingleContainer\, IJclSingleEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,const ,AValue,Single)*) (*$JPPEXPANDMACRO JCLSTACKINT(TJclDoubleStack,IJclDoubleStack,TJclDoubleAbstractContainer,JclBase.TDynDoubleArray, IJclDoubleContainer\, IJclDoubleEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,const ,AValue,Double)*) (*$JPPEXPANDMACRO JCLSTACKINT(TJclExtendedStack,IJclExtendedStack,TJclExtendedAbstractContainer,JclBase.TDynExtendedArray, IJclExtendedContainer\, IJclExtendedEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,const ,AValue,Extended)*) {$IFDEF MATH_EXTENDED_PRECISION} TJclFloatStack = TJclExtendedStack; {$ENDIF MATH_EXTENDED_PRECISION} {$IFDEF MATH_DOUBLE_PRECISION} TJclFloatStack = TJclDoubleStack; {$ENDIF MATH_DOUBLE_PRECISION} {$IFDEF MATH_SINGLE_PRECISION} TJclFloatStack = TJclSingleStack; {$ENDIF MATH_SINGLE_PRECISION} (*$JPPEXPANDMACRO JCLSTACKINT(TJclIntegerStack,IJclIntegerStack,TJclIntegerAbstractContainer,JclBase.TDynIntegerArray, IJclIntegerEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,,AValue,Integer)*) (*$JPPEXPANDMACRO JCLSTACKINT(TJclCardinalStack,IJclCardinalStack,TJclCardinalAbstractContainer,JclBase.TDynCardinalArray, IJclCardinalEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,,AValue,Cardinal)*) (*$JPPEXPANDMACRO JCLSTACKINT(TJclInt64Stack,IJclInt64Stack,TJclInt64AbstractContainer,JclBase.TDynInt64Array, IJclInt64EqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,const ,AValue,Int64)*) {$IFNDEF CLR} (*$JPPEXPANDMACRO JCLSTACKINT(TJclPtrStack,IJclPtrStack,TJclPtrAbstractContainer,JclBase.TDynPointerArray, IJclPtrEqualityComparer\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,,,APtr,Pointer)*) {$ENDIF ~CLR} (*$JPPEXPANDMACRO JCLSTACKINT(TJclStack,IJclStack,TJclAbstractContainer,JclBase.TDynObjectArray, IJclEqualityComparer\, IJclObjectOwner\,,, function CreateEmptyContainer: TJclAbstractContainerBase; override;,,; AOwnsObjects: Boolean,,AObject,TObject)*) {$IFDEF SUPPORTS_GENERICS} (*$JPPEXPANDMACRO JCLSTACKINT(TJclStack<T>,IJclStack<T>,TJclAbstractContainer<T>,TJclBase<T>.TDynArray, IJclEqualityComparer<T>\, IJclItemOwner<T>\,,,,,; AOwnsItems: Boolean,const ,AItem,T)*) // E = external helper to compare items for equality TJclStackE<T> = class(TJclStack<T>, {$IFDEF THREADSAFE} IJclLockable, {$ENDIF THREADSAFE} IJclIntfCloneable, IJclCloneable, IJclPackable, IJclGrowable, IJclContainer, IJclStack<T>, IJclItemOwner<T>) private FEqualityComparer: IEqualityComparer<T>; protected procedure AssignPropertiesTo(Dest: TJclAbstractContainerBase); override; function CreateEmptyContainer: TJclAbstractContainerBase; override; function ItemsEqual(const A, B: T): Boolean; override; { IJclCloneable } function IJclCloneable.Clone = ObjectClone; { IJclIntfCloneable } function IJclIntfCloneable.Clone = IntfClone; public constructor Create(const AEqualityComparer: IEqualityComparer<T>; ACapacity: Integer; AOwnsItems: Boolean); property EqualityComparer: IEqualityComparer<T> read FEqualityComparer write FEqualityComparer; end; // F = Function to compare items for equality TJclStackF<T> = class(TJclStack<T>, {$IFDEF THREADSAFE} IJclLockable, {$ENDIF THREADSAFE} IJclIntfCloneable, IJclCloneable, IJclPackable, IJclGrowable, IJclContainer, IJclStack<T>, IJclItemOwner<T>) protected function CreateEmptyContainer: TJclAbstractContainerBase; override; { IJclCloneable } function IJclCloneable.Clone = ObjectClone; { IJclIntfCloneable } function IJclIntfCloneable.Clone = IntfClone; public constructor Create(AEqualityCompare: TEqualityCompare<T>; ACapacity: Integer; AOwnsItems: Boolean); end; // I = items can compare themselves to an other for equality TJclStackI<T: IEquatable<T>> = class(TJclStack<T>, {$IFDEF THREADSAFE} IJclLockable, {$ENDIF THREADSAFE} IJclIntfCloneable, IJclCloneable, IJclPackable, IJclGrowable, IJclContainer, IJclStack<T>, IJclItemOwner<T>) protected function CreateEmptyContainer: TJclAbstractContainerBase; override; function ItemsEqual(const A, B: T): Boolean; override; { IJclCloneable } function IJclCloneable.Clone = ObjectClone; { IJclIntfCloneable } function IJclIntfCloneable.Clone = IntfClone; end; {$ENDIF SUPPORTS_GENERICS} {$IFDEF UNITVERSIONING} const UnitVersioning: TUnitVersionInfo = ( RCSfile: '$URL: https://jcl.svn.sourceforge.net:443/svnroot/jcl/tags/JCL-1.102-Build3072/jcl/source/prototypes/JclStacks.pas $'; Revision: '$Revision: 2376 $'; Date: '$Date: 2008-06-05 15:35:37 +0200 (jeu., 05 juin 2008) $'; LogPath: 'JCL\source\common' ); {$ENDIF UNITVERSIONING} implementation uses SysUtils; {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclIntfStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclIntfStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclIntfStack,,,const ,AInterface,IInterface,nil,FreeObject)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclAnsiStrStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclAnsiStrStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclAnsiStrStack,,,const ,AString,AnsiString,'',FreeString)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclWideStrStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclWideStrStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclWideStrStack,,,const ,AString,WideString,'',FreeString)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclSingleStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclSingleStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclSingleStack,,,const ,AValue,Single,0.0,FreeSingle)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclDoubleStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclDoubleStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclDoubleStack,,,const ,AValue,Double,0.0,FreeDouble)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclExtendedStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclExtendedStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclExtendedStack,,,const ,AValue,Extended,0.0,FreeExtended)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclIntegerStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclIntegerStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclIntegerStack,,,,AValue,Integer,0,FreeInteger)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclCardinalStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclCardinalStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclCardinalStack,,,,AValue,Cardinal,0,FreeCardinal)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclInt64Stack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclInt64Stack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclInt64Stack,,,const ,AValue,Int64,0,FreeInt64)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$IFNDEF CLR} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclPtrStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclPtrStack.Create(FSize); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclPtrStack,,,,APtr,Pointer,nil,FreePointer)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$ENDIF ~CLR} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER function TJclStack.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclStack.Create(FSize, False); AssignPropertiesTo(Result); end; } (*$JPPEXPANDMACRO JCLSTACKIMP(TJclStack,; AOwnsObjects: Boolean,AOwnsObjects,,AObject,TObject,nil,FreeObject)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} {$IFDEF SUPPORTS_GENERICS} {$JPPDEFINEMACRO CREATEEMPTYCONTAINER} (*$JPPEXPANDMACRO JCLSTACKIMP(TJclStack<T>,; AOwnsItems: Boolean,AOwnsItems,const ,AItem,T,Default(T),FreeItem)*) {$JPPUNDEFMACRO CREATEEMPTYCONTAINER} //=== { TJclStackE<T> } ====================================================== constructor TJclStackE<T>.Create(const AEqualityComparer: IEqualityComparer<T>; ACapacity: Integer; AOwnsItems: Boolean); begin inherited Create(ACapacity, AOwnsItems); FEqualityComparer := AEqualityComparer; end; procedure TJclStackE<T>.AssignPropertiesTo(Dest: TJclAbstractContainerBase); begin inherited AssignPropertiesTo(Dest); if Dest is TJclStackE<T> then TJclStackE<T>(Dest).FEqualityComparer := FEqualityComparer; end; function TJclStackE<T>.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclStackE<T>.Create(FEqualityComparer, FSize, False); AssignPropertiesTo(Result); end; function TJclStackE<T>.ItemsEqual(const A, B: T): Boolean; begin if EqualityComparer <> nil then Result := EqualityComparer.Equals(A, B) else Result := inherited ItemsEqual(A, B); end; //=== { TJclStackF<T> } ====================================================== constructor TJclStackF<T>.Create(AEqualityCompare: TEqualityCompare<T>; ACapacity: Integer; AOwnsItems: Boolean); begin inherited Create(ACapacity, AOwnsItems); SetEqualityCompare(AEqualityCompare); end; function TJclStackF<T>.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclStackF<T>.Create(FEqualityCompare, FSize + 1, False); AssignPropertiesTo(Result); end; //=== { TJclStackI<T> } ====================================================== function TJclStackI<T>.CreateEmptyContainer: TJclAbstractContainerBase; begin Result := TJclStackI<T>.Create(FSize + 1, False); AssignPropertiesTo(Result); end; function TJclStackI<T>.ItemsEqual(const A, B: T): Boolean; begin if Assigned(FEqualityCompare) then Result := FEqualityCompare(A, B) else if Assigned(FCompare) then Result := FCompare(A, B) = 0 else Result := A.Equals(B); end; {$ENDIF SUPPORTS_GENERICS} {$IFDEF UNITVERSIONING} initialization RegisterUnitVersion(HInstance, UnitVersioning); finalization UnregisterUnitVersion(HInstance); {$ENDIF UNITVERSIONING} end.
unit WasmSample_Threads; interface uses System.Classes, System.SysUtils , Wasm {$ifndef USE_WASMER} , Wasmtime {$else} , Wasmer {$ifend} ; function ThreadsSample() : Boolean; implementation const N_THREADS = 10; const N_REPS = 3; // A function to be called from Wasm code. function callback(const args : PWasmValVec; results : PWasmValVec) : PWasmTrap; cdecl; begin assert(args.Items[0].kind = WASM_I32); writeln('> Thread '+IntToStr(args.Items[0].i32)+' running'); result := nil; end; type TThreadArgs = record engine : TOwnEngine; module : TOwnSharedModule; id : Integer; end; PThreadArgs = ^TThreadArgs; function run(const args : TThreadArgs) : Boolean; begin // Rereate store and module. var store := TWasmStore.New(+args.engine); var module := (+args.module).Obtain(+store); // Run the example N times. for var i := 0 to N_REPS-1 do begin Sleep(100); // Create imports. var func := TWasmFunc.New(+store, +TWasmFunctype.New([WASM_I32],[]), callback); var val := WASM_I32_VAL(args.id); var global_type := TWasmGlobaltype.New(WASM_I32, WASM_CONST); var global := TWasmGlobal.New(+store, +global_type, @val); // Instantiate. var externs := [ (+func).AsExtern, (+global).AsExtern ]; var instance := TWasmInstance.New(+store, +module, externs); if instance.IsNone then begin writeln('> Error instantiating module!'); exit(false); end; // Extract export. var export_s := (+instance).GetExports; if export_s.Unwrap.size = 0 then begin writeln('> Error accessing exports!'); exit(false); end; var run_func := export_s.Unwrap.Items[0].AsFunc; if run_func = nil then begin writeln('> Error accessing export!'); exit(false); end; // Call. var empty := Default(TWasmValVec); if run_func.Call(@empty, @empty).IsError then begin writeln('> Error calling function!!'); exit(false); end; end; result := true; end; function ThreadsSample() : Boolean; function makeProc(arg : TThreadArgs) : TProc; begin result := procedure begin run(arg); end; end; begin // Initialize. writeln('Initializing...'); var engine := TWasmEngine.New(); var store := TWasmStore.New(+engine); // Load binary. writeln('Loading binary...'); var binary := TWasmByteVec.NewEmpty; {$ifdef USE_WASMFILE} if not (+binary).LoadFromFile('threads.wasm') then begin writeln('> Error loading module!'); exit(false); end; {$else} var wat := '(module'+ ' (func $message (import "" "hello") (param i32))'+ ' (global $id (import "" "id") i32)'+ ' (func (export "run") (call $message (global.get $id)))'+ ')'; (+binary).Wat2Wasm(wat); {$ifend} // Compile. writeln('Compiling module...'); var module := TWasmModule.New(+store, +binary); if module.IsNone then begin writeln('> Error compiling module!'); exit(false); end; var shared := module.Unwrap.Share(); // Spawn threads. var threads : TArray<TThread>; SetLength(threads, N_THREADS); for var i := 0 to N_THREADS-1 do begin writeln('Initializing thread '+IntToStr(i)+'...'); var arg := Default(TThreadArgs); arg.id := i; arg.engine := engine; arg.module := shared; threads[i] := TThread.CreateAnonymousThread(makeProc(arg)); threads[i].FreeOnTerminate := false; threads[i].Start; end; for var i := 0 to N_THREADS-1 do begin writeln('Waiting for thread: '+IntToStr(i)); threads[i].WaitFor; threads[i].Free; end; writeln('finished'); result := true; end; end.
unit GrupoEditFormUn; interface uses Windows, Messages, SysUtils, Classes, Graphics, Controls, Forms, Dialogs, osCUSTOMEDITFRM, Wwintl, Db, DBClient, osClientDataset, ActnList, StdCtrls, Mask, DBCtrls, Grids, DBGrids, ComCtrls, wwdbedit, Wwdotdot, Wwdbcomb, Menus, ImgList, osActionList, ToolWin, Buttons, ExtCtrls, osComboSearch, Wwdbigrd, Wwdbgrid, osUtils, Variants, CheckLst, osDBDualTree, acCustomSQLMainDataUn; type TRefInt = class(TObject) private FValue: integer; public constructor Create(const AValue: integer); property Value: integer read FValue write FValue; end; TGrupoEditForm = class(TosCustomEditForm) TestarAction: TAction; Label1: TLabel; DescricaoEdit: TDBEdit; Label2: TLabel; NomeEdit: TDBEdit; PageControl: TPageControl; ParticipantesTabSheet: TTabSheet; TabSheet1: TTabSheet; clbAcao: TCheckListBox; Splitter1: TSplitter; ParticipantesDualTree: TosDBDualTree; GrupoDataSet: TosClientDataset; GrupoDataSetIDGRUPO: TIntegerField; GrupoDataSetNOME: TStringField; GrupoDataSetDESCRICAO: TStringField; GrupoDataSetGrupoUsuarioDataSet: TDataSetField; GrupoUsuarioClientDataSet: TosClientDataset; GrupoUsuarioClientDataSetIDGRUPOUSUARIO: TIntegerField; GrupoUsuarioClientDataSetIDGRUPO: TIntegerField; GrupoUsuarioClientDataSetIDUSUARIO: TIntegerField; UsuarioClientDataSet: TosClientDataset; UsuarioClientDataSetIDUSUARIO: TIntegerField; UsuarioClientDataSetNOME: TStringField; GrupoDataSetDireitoUsoDataSet: TDataSetField; DireitoUsoClientDataSet: TosClientDataset; DireitoUsoClientDataSetIDGRUPO: TIntegerField; DireitoUsoClientDataSetIDRECURSO: TIntegerField; DireitoUsoClientDataSetDireitoUsoAcaoDataSet: TDataSetField; DireitoUsoAcaoClientDataSet: TosClientDataset; DireitoUsoAcaoClientDataSetIDDIREITOUSO: TIntegerField; DireitoUsoAcaoClientDataSetIDGRUPO: TIntegerField; DireitoUsoAcaoClientDataSetIDRECURSO: TIntegerField; DireitoUsoAcaoClientDataSetIDACAO: TIntegerField; RecursoClientDataSet: TosClientDataset; AcaoClientDataSet: TosClientDataset; AcaoClientDataSetIDACAO: TIntegerField; AcaoClientDataSetNOME: TStringField; DireitoUsoDualTree: TosDBDualTree; RecursoClientDataSetIDRECURSO: TIntegerField; RecursoClientDataSetNOMERECURSO: TStringField; RecursoClientDataSetNOMEDOMINIO: TStringField; procedure FormShow(Sender: TObject); procedure FormClose(Sender: TObject; var Action: TCloseAction); procedure DireitoUsoDualTreeNodeSelect(LeafSelected: Boolean); procedure clbAcaoClickCheck(Sender: TObject); procedure DireitoUsoClientDataSetNewRecord(DataSet: TDataSet); procedure GrupoDataSetBeforePost(DataSet: TDataSet); procedure GrupoDataSetAfterApplyUpdates(Sender: TObject; var OwnerData: OleVariant); private function LocateAction(IDAction: integer): boolean; procedure ClearActions; procedure LoadActions; procedure CreateActions; procedure SaveAction(IDAction: integer; Checked: boolean); public { Public declarations } end; var GrupoEditForm: TGrupoEditForm; implementation uses GrupoDataUn, AdministracaoLookupDataUn, SQLMainData; {$R *.DFM} procedure TGrupoEditForm.clbAcaoClickCheck(Sender: TObject); begin inherited; SaveAction( (clbAcao.Items.Objects[clbAcao.ItemIndex] as TRefInt).Value, clbAcao.Checked[clbAcao.ItemIndex]); end; procedure TGrupoEditForm.ClearActions; var i: integer; begin for i := 0 to clbAcao.Count - 1 do clbAcao.Items.Objects[i].Free; clbAcao.Clear; end; procedure TGrupoEditForm.CreateActions; var i: integer; begin AcaoClientDataSet.Params[0].Value := DireitoUsoClientDataSetIDRecurso.Value; AcaoClientDataSet.Active := True; AcaoClientDataSet.First; for i := 0 to AcaoClientDataSet.RecordCount - 1 do begin DireitoUsoAcaoClientDataSet.Append; DireitoUsoAcaoClientDataSetIDAcao.Value := AcaoClientDataSetIDAcao.Value; DireitoUsoAcaoClientDataSet.Post; AcaoClientDataSet.Next; end; AcaoClientDataSet.Active := False; end; procedure TGrupoEditForm.DireitoUsoClientDataSetNewRecord( DataSet: TDataSet); begin inherited; CreateActions; end; procedure TGrupoEditForm.FormClose(Sender: TObject; var Action: TCloseAction); begin RecursoClientDataSet.Active := False; UsuarioClientDataSet.Active := False; inherited; end; procedure TGrupoEditForm.FormShow(Sender: TObject); begin inherited; PageControl.ActivePage := ParticipantesTabSheet; ClearActions; UsuarioClientDataSet.Active := True; ParticipantesDualTree.Load; RecursoClientDataSet.Active := True; DireitoUsoDualTree.Load; end; procedure TGrupoEditForm.LoadActions; var i, IDAcao: integer; begin ClearActions; AcaoClientDataSet.Params[0].Value := DireitoUsoClientDataSetIDRecurso.Value; AcaoClientDataSet.Active := True; for i := 0 to AcaoClientDataSet.RecordCount - 1 do begin IDAcao := AcaoClientDataSetIDAcao.Value; clbAcao.AddItem(AcaoClientDataSetNome.Value, TRefInt.Create(IDAcao)); clbAcao.Checked[i] := LocateAction(IDAcao); AcaoClientDataSet.Next; end; AcaoClientDataSet.Active := False; end; function TGrupoEditForm.LocateAction(IDAction: integer): boolean; begin Result := DireitoUsoAcaoClientDataSet.Locate('IDAcao', VarArrayOf([IDAction]), []); end; procedure TGrupoEditForm.DireitoUsoDualTreeNodeSelect(LeafSelected: Boolean); begin inherited; if LeafSelected then LoadActions else ClearActions; end; procedure TGrupoEditForm.SaveAction(IDAction: integer; Checked: boolean); begin if LocateAction(IDAction) then begin if not Checked then DireitoUsoAcaoClientDataSet.Delete; end else if Checked then begin DireitoUsoAcaoClientDataSet.Append; DireitoUsoAcaoClientDataSetIDAcao.Value := IDAction; DireitoUsoAcaoClientDataSet.Post; end; end; constructor TRefInt.Create(const AValue: integer); begin FValue := AValue; end; procedure TGrupoEditForm.GrupoDataSetBeforePost(DataSet: TDataSet); begin inherited; GrupoData.Validate(DataSet); end; procedure TGrupoEditForm.GrupoDataSetAfterApplyUpdates(Sender: TObject; var OwnerData: OleVariant); begin inherited; if TClientDataSet(Sender).UpdateStatus in [usModified, usInserted, usDeleted] then MainData.UpdateVersion(tnGrupo); end; initialization OSRegisterClass(TGrupoEditForm); end.
unit uSurgery; interface uses SysUtils, Windows, Messages, Controls, Classes, StdCtrls, ORfn, dialogs; type TSurgeryTitles = class public ClassName: string; DfltTitle: Integer; DfltTitleName: string; ShortList: TStringList; constructor Create; destructor Destroy; override; end; function MakeSurgeryCaseDisplayText(InputString: string): string; function MakeSurgeryReportDisplayText(RawText: string): string; //procedure DisplayOpTop(ANoteIEN: integer); const (* SG_ALL = 1; // Case context - all cases SG_BY_SURGEON = 2; // Case context - all cases by surgeon SG_BY_DATE = 3; // Case context - all cases by date range*) SG_TV_TEXT = 'Surgery Cases'; OP_TOP_NEVER_SHOW = 0; OP_TOP_ALWAYS_SHOW = 1; OP_TOP_ASK_TO_SHOW = 2; implementation uses uConst, rSurgery, fRptBox; constructor TSurgeryTitles.Create; { creates an object to store Surgery titles so only obtained from server once } begin inherited Create; ShortList := TStringList.Create; end; destructor TSurgeryTitles.Destroy; { frees the lists that were used to store the Surgery titles } begin ShortList.Free; inherited Destroy; end; function MakeSurgeryCaseDisplayText(InputString: string): string; (* CASE #^Operative Procedure^Date/Time of Operation^Surgeon^^^^^^^^^+^Context *) var x: string; begin x := InputString; x := FormatFMDateTime('mmm dd yyyy', MakeFMDateTime(Piece(x, U, 3))) + ' ' + Piece(x, U, 2) + ', ' + Piece(Piece(x, U, 4), ';', 2) + ', ' + 'Case #: ' + Piece(x, u, 1); Result := x; end; function MakeSurgeryReportDisplayText(RawText: string): string; var x: string; begin x := RawText; x := FormatFMDateTime('mmm dd,yy', MakeFMDateTime(Piece(x, U, 3))) + ' ' + Piece(x, U, 2) + ' (#' + Piece(x, U, 1) + '), ' + Piece(x, U, 6) + ', ' + Piece(Piece(x, U, 5), ';', 2); Result := x; end; (*procedure DisplayOpTop(ANoteIEN: integer); const { TODO -oRich V. -cSurgery/TIU : What should be the text of the prompt for display OpTop on signature? } TX_OP_TOP_PROMPT = 'Would you like to first review the OpTop for this surgery report?'; var AList: TStringList; ACaseIEN: integer; IsNonORProc: boolean; ShouldShowOpTop: integer; x: string; ShowReport: boolean; begin AList := TStringList.Create; try ShowReport := False; x := GetSurgCaseRefForNote(ANoteIEN); ACaseIEN := StrToIntDef(Piece(x, ';', 1), 0); ShouldShowOpTop := ShowOpTopOnSignature(ACaseIEN); case ShouldShowOpTop of OP_TOP_NEVER_SHOW : ; // do nothing OP_TOP_ALWAYS_SHOW : begin x := GetSingleCaseListItemWithoutDocs(ANoteIEN); IsNonORProc := IsNonORProcedure(ACaseIEN); LoadOpTop(AList, ACaseIEN, IsNonORProc, ShowReport); ReportBox(AList, MakeSurgeryCaseDisplayText(x), True); end; OP_TOP_ASK_TO_SHOW : if InfoBox(TX_OP_TOP_PROMPT, 'Confirmation', MB_YESNO or MB_ICONQUESTION) = IDYES then begin x := GetSingleCaseListItemWithoutDocs(ANoteIEN); IsNonORProc := IsNonORProcedure(ACaseIEN); LoadOpTop(AList, ACaseIEN, IsNonORProc, ShowReport); ReportBox(AList, MakeSurgeryCaseDisplayText(x), True); end; end; finally AList.Free; end; end;*) end.
unit vr_fpg; {$mode delphi}{$H+} {$I vrode.inc} interface uses SysUtils, Classes, vr_types, vr_utils, fgl, vr_intfs, RtlConsts, Math; type { TGThreadObjectList } TGThreadObjectList<T{$IF FPC_FULLVERSION >= 030200} : TObject{$ENDIF}> = class(TObject) private type TObjectList_T = TFPGObjectList<T>; private FList: TObjectList_T; FDuplicates: TDuplicates; FLock: TRTLCriticalSection; public constructor Create(const AFreeObjects: Boolean = True); destructor Destroy; override; procedure Add(Item: T); procedure Clear; function IsEmpty: Boolean; procedure Remove(Item: T); function LockList: TObjectList_T; procedure UnlockList; property Duplicates: TDuplicates read FDuplicates write FDuplicates; end; { TGItemDataList<T, D> } TGItemDataList<T, D> = class(TObject) private type TGItemDataListRec = record Item: T; Data: D; end; PDataListRec = ^TGItemDataListRec; PData = ^D; private FList: TFPList; FDataSize: Integer; function AllocateNewItem(const AItem: T): PDataListRec; function GetCapacity: Integer; function GetCount: Integer; function GetData(const AIndex: Integer): PData; function GetItem(const AIndex: Integer): T; procedure SetCapacity(AValue: Integer); procedure SetItem(const AIndex: Integer; AValue: T); protected procedure DoInitData(var AData: D); virtual; procedure DoFreeData(var AData: D); virtual; public constructor Create; virtual; destructor Destroy; override; //Procedure AddList(AList : TList); function Add(const AItem: T): Integer; procedure Clear; procedure Delete(const AIndex: Integer); //class procedure Error(const Msg: string; Data: PtrInt); virtual; //procedure Exchange(Index1, Index2: Integer); //function Expand: TList; function Extract(AItem: T): T; function First: T; //function GetEnumerator: TListEnumerator; function IndexOf(const AItem: T): Integer; procedure Insert(const AIndex: Integer; const AItem: T); function Last: T; //procedure Move(CurIndex, NewIndex: Integer); //procedure Assign (ListA: TList; AOperator: TListAssignOp=laCopy; ListB: TList=nil); function Remove(const AItem: T): Integer; //procedure Pack; procedure Sort(ACompare: TListSortCompare); property Capacity: Integer read GetCapacity write SetCapacity; property Count: Integer read GetCount;// write SetCount; property Items[const AIndex: Integer]: T read GetItem write SetItem; default; property Data[const AIndex: Integer]: PData read GetData; end; { TGThreadItemDataList } TGThreadItemDataList<T, D> = class(TObject) private type //PData = ^D; //TGRecordListEnumeratorSpec = TGRecordListEnumerator<T>; TItemList = TGItemDataList<T, D>; private FList: TItemList; FLock: TRTLCriticalSection; public constructor Create; virtual; destructor Destroy; override; function Lock: TItemList; procedure UnLock; //Procedure AddList(AList : TList); function Add(const AItem: T): Integer; procedure Clear; procedure Delete(const AIndex: Integer); //class procedure Error(const Msg: string; Data: PtrInt); virtual; //procedure Exchange(Index1, Index2: Integer); //function Expand: TList; function Extract(AItem: T): T; function First: T; //function GetEnumerator: TListEnumerator; function IndexOf(const AItem: T): Integer; procedure Insert(const AIndex: Integer; const AItem: T); function Last: T; //procedure Move(CurIndex, NewIndex: Integer); //procedure Assign (ListA: TList; AOperator: TListAssignOp=laCopy; ListB: TList=nil); function Remove(const AItem: T): Integer; //procedure Pack; procedure Sort(ACompare: TListSortCompare); //property Capacity: Integer read GetCapacity write SetCapacity; //property Count: Integer read GetCount;// write SetCount; //property Items[const AIndex: Integer]: T read GetItem write SetItem; default; //property Data[const AIndex: Integer]: PData read GetData; end; {$IF FPC_FULLVERSION >= 030000} //!!! if RecordList to vr_fpg from vrFpgPlus not compiled under 2.6.4 { TGRecordListEnumerator } TGRecordListEnumerator<T> = class(TObject) private type PT = ^T; protected FList: TFPList; FPosition: Integer; function GetCurrent: PT; public constructor Create(AList: TFPList); function MoveNext: Boolean; property Current: PT read GetCurrent; end; { TGRecordList } TGRecordList<T> = class(TObject) private type PT = ^T; TGRecordListEnumeratorSpec = TGRecordListEnumerator<T>; private FList: TFPList; FDataSize: Integer; function AllocateNewItem: PT; function GetCapacity: Integer; function GetCount: Integer; function GetItem(const AIndex: Integer): PT; procedure SetCapacity(AValue: Integer); protected procedure DoInitItem(var AItems: T); virtual; procedure DoFreeItem(var AItems: T); virtual; public constructor Create; virtual; destructor Destroy; override; function Add(constref AItem: T): Integer; procedure AddList(AList: TGRecordList<T>); procedure Clear; procedure Delete(const AIndex: Integer); //class procedure Error(const Msg: string; Data: PtrInt); virtual; procedure Exchange(Index1, Index2: Integer); //function Expand: TList; //function Extract(AItem: T): T; function First: PT; function GetEnumerator: TGRecordListEnumeratorSpec; function IndexOf(const AItem: PT): Integer; procedure Insert(const AIndex: Integer; constref AItem: T); function Last: PT; //procedure Move(CurIndex, NewIndex: Integer); //procedure Assign (ListA: TList; AOperator: TListAssignOp=laCopy; ListB: TList=nil); function Remove(const AItem: PT): Integer; //procedure Pack; procedure Sort(ACompare: TListSortCompare); property Capacity: Integer read GetCapacity write SetCapacity; property Count: Integer read GetCount;// write SetCount; property Items[const AIndex: Integer]: PT read GetItem; default; end; { TGThreadRecordList } TGThreadRecordList<T> = class(TObject) private type PT = ^T; //TGRecordListEnumeratorSpec = TGRecordListEnumerator<T>; TRecordList = TGRecordList<T>; private FList: TRecordList; FLock: TRTLCriticalSection; public constructor Create; virtual; destructor Destroy; override; function Lock: TRecordList; procedure UnLock; function Add(constref AItem: T): Integer; procedure AddList(AList: TRecordList); procedure Clear; procedure Delete(const AIndex: Integer); //class procedure Error(const Msg: string; Data: PtrInt); virtual; //procedure Exchange(Index1, Index2: Integer); //function Expand: TList; //function Extract(AItem: T): T; function First: T; //function GetEnumerator: TGRecordListEnumeratorSpec; function IndexOf(const AItem: PT): Integer; procedure Insert(const AIndex: Integer; constref AItem: T); function Last: T; //procedure Move(CurIndex, NewIndex: Integer); //procedure Assign (ListA: TList; AOperator: TListAssignOp=laCopy; ListB: TList=nil); function Remove(const AItem: PT): Integer; //procedure Pack; procedure Sort(ACompare: TListSortCompare); function IsEmpty: Boolean; //property Capacity: Integer read GetCapacity write SetCapacity; //property Count: Integer read GetCount;// write SetCount; //property Items[const AIndex: Integer]: PT read GetItem; default; end; {$IFDEF TEST_MODE} type TTestInfo = record Handle: PtrInt; IsJob: Boolean; end; PTestInfo = ^TTestInfo; TTestRecordList = TGThreadRecordList<TTestInfo>; {$ENDIF} {$ENDIF VER3} implementation { TGThreadObjectList } constructor TGThreadObjectList<T>.Create(const AFreeObjects: Boolean); begin FDuplicates:=dupIgnore; InitCriticalSection(FLock); FList := TObjectList_T.Create(AFreeObjects); end; destructor TGThreadObjectList<T>.Destroy; begin LockList; try FList.Free; inherited Destroy; finally UnlockList; DoneCriticalSection(FLock); end; end; procedure TGThreadObjectList<T>.Add(Item: T); begin LockList; try if (Duplicates=dupAccept) or // make sure it's not already in the list (FList.IndexOf(Item) = -1) then FList.Add(Item) else if (Duplicates=dupError) then FList.Error(SDuplicateItem, PtrUInt(Item)); finally UnlockList; end; end; procedure TGThreadObjectList<T>.Clear; begin Locklist; try FList.Clear; finally UnLockList; end; end; function TGThreadObjectList<T>.IsEmpty: Boolean; begin Locklist; try Result := FList.Count = 0; finally UnLockList; end; end; procedure TGThreadObjectList<T>.Remove(Item: T); begin LockList; try FList.Remove(Item); finally UnlockList; end; end; function TGThreadObjectList<T>.LockList: TObjectList_T; begin Result:=FList; System.EnterCriticalSection(FLock); end; procedure TGThreadObjectList<T>.UnlockList; begin System.LeaveCriticalSection(FLock); end; { TGItemDataList<D, T> } function TGItemDataList<T, D>.AllocateNewItem(const AItem: T): PDataListRec; begin Getmem(Result, FDataSize); FillChar(Result^, SizeOf(Result^), 0); Result.Item := AItem; end; function TGItemDataList<T, D>.GetCapacity: Integer; begin Result := FList.Capacity; end; function TGItemDataList<T, D>.GetCount: Integer; begin Result := FList.Count; end; function TGItemDataList<T, D>.GetData(const AIndex: Integer): PData; begin Result := @PDataListRec(FList[AIndex]).Data; end; function TGItemDataList<T, D>.GetItem(const AIndex: Integer): T; begin Result := PDataListRec(FList[AIndex]).Item; end; procedure TGItemDataList<T, D>.SetCapacity(AValue: Integer); begin FList.Capacity := AValue; end; procedure TGItemDataList<T, D>.SetItem(const AIndex: Integer; AValue: T); begin PDataListRec(FList[AIndex]).Item := AValue; end; procedure TGItemDataList<T, D>.DoInitData(var AData: D); begin end; procedure TGItemDataList<T, D>.DoFreeData(var AData: D); begin end; constructor TGItemDataList<T, D>.Create; begin FList := TFPList.Create; FDataSize := SizeOf(TGItemDataListRec); end; destructor TGItemDataList<T, D>.Destroy; begin Clear; FreeAndNil(FList); inherited Destroy; end; function TGItemDataList<T, D>.Add(const AItem: T): Integer; var p: PDataListRec; begin p := AllocateNewItem(AItem); Result := FList.Add(p); DoInitData(p.Data); end; procedure TGItemDataList<T, D>.Clear; var I: Integer; begin for I := FList.Count - 1 downto 0 do Delete(I); end; procedure TGItemDataList<T, D>.Delete(const AIndex: Integer); var p: PDataListRec; begin p := FList[AIndex]; DoFreeData(p.Data); Finalize(p.Data); Freemem(p, FDataSize); FList.Delete(AIndex); end; function TGItemDataList<T, D>.Extract(AItem: T): T; var i : Integer; begin i := IndexOf(AItem); if i >= 0 then begin Result := AItem; Delete(i); end else Result := T(0); end; function TGItemDataList<T, D>.First: T; begin if FList.Count = 0 then Result := T(0) else Result := PDataListRec(FList[0]).Item; end; function TGItemDataList<T, D>.IndexOf(const AItem: T): Integer; var C: Integer; begin Result := 0; C := FList.Count; while (Result < C) and (Items[Result] <> AItem) do Inc(Result); If Result >= C then Result := -1; end; procedure TGItemDataList<T, D>.Insert(const AIndex: Integer; const AItem: T); var p: PDataListRec; begin p := AllocateNewItem(AItem); p.Item := AItem; FList.Insert(AIndex, p); end; function TGItemDataList<T, D>.Last: T; begin If FList.Count = 0 then Result := T(0) else Result := PDataListRec(FList[FList.Count - 1]).Item; end; function TGItemDataList<T, D>.Remove(const AItem: T): Integer; begin Result := IndexOf(AItem); if Result <> -1 then Delete(Result); end; procedure TGItemDataList<T, D>.Sort(ACompare: TListSortCompare); begin FList.Sort(ACompare); end; { TGThreadItemDataList } constructor TGThreadItemDataList<T, D>.Create; begin FList := TItemList.Create; InitCriticalSection(FLock); end; destructor TGThreadItemDataList<T, D>.Destroy; begin Lock; try FreeAndNil(FList); inherited Destroy; finally UnLock; DoneCriticalsection(FLock); end; end; function TGThreadItemDataList<T, D>.Lock: TItemList; begin System.EnterCriticalsection(FLock); Result := FList; end; procedure TGThreadItemDataList<T, D>.UnLock; begin System.LeaveCriticalsection(FLock); end; function TGThreadItemDataList<T, D>.Add(const AItem: T): Integer; begin Lock; try Result := FList.Add(AItem); finally UnLock; end; end; procedure TGThreadItemDataList<T, D>.Clear; begin Lock; try FList.Clear; finally UnLock; end; end; procedure TGThreadItemDataList<T, D>.Delete(const AIndex: Integer); begin Lock; try FList.Delete(AIndex); finally UnLock; end; end; function TGThreadItemDataList<T, D>.Extract(AItem: T): T; begin Lock; try Result := FList.Extract(AItem); finally UnLock; end; end; function TGThreadItemDataList<T, D>.First: T; begin Lock; try Result := FList.First; finally UnLock; end; end; function TGThreadItemDataList<T, D>.IndexOf(const AItem: T): Integer; begin Lock; try Result := FList.IndexOf(AItem); finally UnLock; end; end; procedure TGThreadItemDataList<T, D>.Insert(const AIndex: Integer; const AItem: T); begin Lock; try FList.Insert(AIndex, AItem); finally UnLock; end; end; function TGThreadItemDataList<T, D>.Last: T; begin Lock; try Result := FList.Last; finally UnLock; end; end; function TGThreadItemDataList<T, D>.Remove(const AItem: T): Integer; begin Lock; try Result := FList.Remove(AItem); finally UnLock; end; end; procedure TGThreadItemDataList<T, D>.Sort(ACompare: TListSortCompare); begin Lock; try FList.Sort(ACompare); finally UnLock; end; end; {$IF FPC_FULLVERSION >= 030000} { TGRecordListEnumerator<T> } function TGRecordListEnumerator<T>.GetCurrent: PT; begin Result := PT(FList.Items[FPosition]); end; constructor TGRecordListEnumerator < T > .Create(AList: TFPList); begin FList := AList; FPosition := -1; end; function TGRecordListEnumerator<T>.MoveNext: Boolean; begin inc(FPosition); Result := FPosition < FList.Count; end; { TGRecordList<T> } function TGRecordList<T>.AllocateNewItem: PT; begin Getmem(Result, FDataSize); FillChar(Result^, SizeOf(Result^), 0); DoInitItem(Result^); end; function TGRecordList<T>.GetCapacity: Integer; begin Result := FList.Capacity; end; function TGRecordList<T>.GetCount: Integer; begin Result := FList.Count; end; function TGRecordList<T>.GetItem(const AIndex: Integer): PT; begin Result := PT(FList[AIndex]); end; procedure TGRecordList<T>.SetCapacity(AValue: Integer); begin FList.Capacity := AValue; end; procedure TGRecordList<T>.DoInitItem(var AItems: T); begin end; procedure TGRecordList<T>.DoFreeItem(var AItems: T); begin end; constructor TGRecordList < T > .Create; begin FList := TFPList.Create; FDataSize := SizeOf(T); end; destructor TGRecordList < T > .Destroy; begin Clear; FreeAndNil(FList); inherited Destroy; end; function TGRecordList<T>.Add(constref AItem: T): Integer; var p: PT; begin p := AllocateNewItem; p^ := AItem; Result := FList.Add(p); end; procedure TGRecordList<T>.AddList(AList: TGRecordList<T>); var i: Integer; begin for i := 0 to AList.Count - 1 do {$IF FPC_FULLVERSION >= 030000}Add(AList[i]^){$ELSE}Add(PT(AList[i])^){$ENDIF}; end; procedure TGRecordList<T>.Clear; var i: Integer; begin for i := FList.Count - 1 downto 0 do Delete(i); end; procedure TGRecordList<T>.Delete(const AIndex: Integer); var p: PT; begin p := FList[AIndex]; DoFreeItem(p^); Finalize(p^); Freemem(p, FDataSize); FList.Delete(AIndex); end; procedure TGRecordList<T>.Exchange(Index1, Index2: Integer); begin FList.Exchange(Index1, Index2); end; function TGRecordList<T>.First: PT; begin if FList.Count = 0 then Result := nil else Result := PT(FList[0]); end; function TGRecordList<T>.GetEnumerator: TGRecordListEnumeratorSpec; begin Result := TGRecordListEnumeratorSpec.Create(FList); end; procedure TGRecordList<T>.Insert(const AIndex: Integer; constref AItem: T); var p: PT; begin p := AllocateNewItem; p^ := AItem; FList.Insert(AIndex, p); end; function TGRecordList<T>.Last: PT; begin If FList.Count = 0 then Result := nil else Result := PT(FList[FList.Count - 1]); end; function TGRecordList<T>.IndexOf(const AItem: PT): Integer; var C: Integer; begin Result := 0; C := FList.Count; while (Result < C) and (Items[Result] <> AItem) do Inc(Result); If Result >= C then Result := -1; end; function TGRecordList<T>.Remove(const AItem: PT): Integer; begin Result := IndexOf(AItem); if Result <> -1 then Delete(Result); end; procedure TGRecordList<T>.Sort(ACompare: TListSortCompare); begin FList.Sort(ACompare); end; { TGThreadRecordList } constructor TGThreadRecordList<T>.Create; begin FList := TRecordList.Create; InitCriticalSection(FLock); end; destructor TGThreadRecordList<T>.Destroy; begin Lock; try FreeAndNil(FList); inherited Destroy; finally UnLock; DoneCriticalsection(FLock); end; end; function TGThreadRecordList<T>.Lock: TRecordList; begin System.EnterCriticalSection(FLock); Result := FList; end; procedure TGThreadRecordList<T>.UnLock; begin System.LeaveCriticalsection(FLock); end; function TGThreadRecordList<T>.Add(constref AItem: T): Integer; begin Lock; try Result := FList.Add(AItem); finally UnLock; end; end; procedure TGThreadRecordList<T>.AddList(AList: TRecordList); begin Lock; try FList.AddList(AList); finally UnLock; end; end; procedure TGThreadRecordList<T>.Clear; begin Lock; try FList.Clear; finally UnLock; end; end; procedure TGThreadRecordList<T>.Delete(const AIndex: Integer); begin Lock; try FList.Delete(AIndex); finally UnLock; end; end; function TGThreadRecordList<T>.First: T; begin Lock; try Result := FList.First^; finally UnLock; end; end; function TGThreadRecordList<T>.IndexOf(const AItem: PT): Integer; begin Lock; try Result := FList.IndexOf(AItem); finally UnLock; end; end; procedure TGThreadRecordList<T>.Insert(const AIndex: Integer; constref AItem: T); begin Lock; try FList.Insert(AIndex, AItem); finally UnLock; end; end; function TGThreadRecordList<T>.Last: T; begin Lock; try Result := FList.Last^; finally UnLock; end; end; function TGThreadRecordList<T>.Remove(const AItem: PT): Integer; begin Lock; try Result := FList.Remove(AItem); finally UnLock; end; end; procedure TGThreadRecordList<T>.Sort(ACompare: TListSortCompare); begin Lock; try FList.Sort(ACompare); finally UnLock; end; end; function TGThreadRecordList<T>.IsEmpty: Boolean; begin Lock; try Result := FList.Count = 0; finally UnLock; end; end; {$ENDIF VER3} end.
unit RN_Helper; interface uses SysUtils; type TCompareIndicesFunction = function (const A,B: Pointer): Integer; procedure qSort(aBuffer: Pointer; aCount: Integer; aSize: Integer; Compare: TCompareIndicesFunction); function Sscanf(const s: string; const fmt: string; const Pointers: array of Pointer): Integer; implementation //todo: Test this sort with array of record containing array of Integers procedure QSort(aBuffer: Pointer; aCount: Integer; aSize: Integer; Compare: TCompareIndicesFunction); procedure QuickSort(aBuffer: Pointer; iLo, iHi: Integer); var Lo, Hi: Integer; Mid, T: Pointer; begin Lo := iLo; Hi := iHi; Mid := Pointer(Cardinal(aBuffer) + ((Lo + Hi) div 2) * aSize); repeat while Compare(Pointer(Cardinal(aBuffer) + Lo*aSize), Mid) < 0 do Inc(Lo); while Compare(Pointer(Cardinal(aBuffer) + Hi*aSize), Mid) > 0 do Dec(Hi); if Lo <= Hi then begin getmem(T, aSize); Move(Pointer(Cardinal(aBuffer) + Lo*aSize)^, T^, aSize); Move(Pointer(Cardinal(aBuffer) + Hi*aSize)^, Pointer(Cardinal(aBuffer) + Lo*aSize)^, aSize); Move(T^, Pointer(Cardinal(aBuffer) + Hi*aSize)^, aSize); freemem(T); Inc(Lo); Dec(Hi); end; until Lo > Hi; if Hi > iLo then QuickSort(aBuffer, iLo, Hi); if Lo < iHi then QuickSort(aBuffer, Lo, iHi); end; begin QuickSort(aBuffer, 0, aCount-1); end; { Sscanf выполняет синтаксический разбор входной строки. Параметры... s - входная строка для разбора fmt - 'C' scanf-форматоподобная строка для управления разбором %d - преобразование в Long Integer %f - преобразование в Extended Float %s - преобразование в строку (ограничено пробелами) другой символ - приращение позиции s на "другой символ" пробел - ничего не делает Pointers - массив указателей на присваиваемые переменные результат - количество действительно присвоенных переменных Например, ... Sscanf('Name. Bill Time. 7:32.77 Age. 8', '. %s . %d:%f . %d', [@Name, @hrs, @min, @age]); возвратит ... Name = Bill hrs = 7 min = 32.77 age = 8 } function Sscanf(const s: string; const fmt: string; const Pointers: array of Pointer): Integer; var i, j, n, m: integer; s1: string; L: Integer; X: Single; function GetInt: Integer; begin s1 := ''; while (s[n] = ' ') and (Length(s) > n) do inc(n); while (n <= Length(s)) and (s[n] in ['0'..'9', '+', '-']) do begin s1 := s1 + s[n]; inc(n); end; Result := Length(s1); end; function GetFloat: Integer; begin s1 := ''; while (s[n] = ' ') and (Length(s) > n) do inc(n); while (n <= Length(s)) and (s[n] in ['0'..'9', '+', '-', '.', 'e', 'E']) do begin s1 := s1 + s[n]; inc(n); end; Result := Length(s1); end; function GetString: Integer; begin s1 := ''; while (s[n] = ' ') and (Length(s) > n) do inc(n); while (n <= Length(s)) and (s[n] <> ' ') do begin s1 := s1 + s[n]; inc(n); end; Result := Length(s1); end; function ScanStr(c: Char): Boolean; begin while (s[n] <> c) and (Length(s) > n) do inc(n); inc(n); if (n <= Length(s)) then Result := True else Result := False; end; function GetFmt: Integer; begin Result := -1; while (TRUE) do begin while (fmt[m] = ' ') and (Length(fmt) > m) do inc(m); if (m >= Length(fmt)) then break; if (fmt[m] = '%') then begin inc(m); case fmt[m] of 'd': Result := vtInteger; 'f': Result := vtExtended; 's': Result := vtString; end; inc(m); break; end; if (ScanStr(fmt[m]) = False) then break; inc(m); end; end; begin n := 1; m := 1; Result := 0; for i := 0 to High(Pointers) do begin j := GetFmt; case j of vtInteger: begin if GetInt > 0 then begin L := StrToInt(s1); Move(L, Pointers[i]^, SizeOf(LongInt)); inc(Result); end else break; end; vtExtended: begin if GetFloat > 0 then begin X := StrToFloat(s1); Move(X, Pointers[i]^, SizeOf(Single)); inc(Result); end else break; end; vtString: begin if GetString > 0 then begin Move(s1, Pointers[i]^, Length(s1) + 1); inc(Result); end else break; end; else break; end; end; end; end.
unit FIToolkit.Runner.Exceptions; interface uses FIToolkit.Commons.Exceptions; type ECommonTaskException = class abstract (ECustomException); { Task manager exceptions } ETaskManagerException = class abstract (ECustomException); ESomeTasksFailed = class (ETaskManagerException); { Task runner exceptions } ETaskRunnerException = class abstract (ECommonTaskException); ECreateProcessError = class (ETaskRunnerException); ENonZeroExitCode = class (ETaskRunnerException); implementation uses FIToolkit.Runner.Consts; initialization RegisterExceptionMessage(ECreateProcessError, RSCreateProcessError); RegisterExceptionMessage(ENonZeroExitCode, RSNonZeroExitCode); RegisterExceptionMessage(ESomeTasksFailed, RSSomeTasksFailed); end.
{ ************************************************************** Package: XWB - Kernel RPCBroker Date Created: Sept 18, 1997 (Version 1.1) Site Name: Oakland, OI Field Office, Dept of Veteran Affairs Developers: Danila Manapsal, Joel Ivey Description: Contains TRPCBroker and related components. Unit: RpcSLogin Silent Login functionality. Current Release: Version 1.1 Patch 65 *************************************************************** } { ************************************************** Changes in v1.1.65 (HGW 11/17/2016) XWB*1.1*65 1. Added new Silent Login mode for Identity and Access Management (IAM) Single Sign-On (lmSSOi). 2. In function SilentLogin, ASOSKIP (Param[1]) is set to 1 to disable Client Agent (ClAgent.exe) callback (deprecated). 3. Commented out (but did not yet remove) login mode lmNTToken, as it was not fully implemented. Changes in v1.1.60 (HGW 12/18/2013) XWB*1.1*60 1. None. Changes in v1.1.50 (JLI 09/01/2011) XWB*1.1*50 1. Updates to support SSH. ************************************************** } unit RpcSLogin; interface {$I IISBase.inc} uses {System} SysUtils, Classes, IniFiles, Registry, AnsiStrings, {WinApi} Messages, WinProcs, {VA} Trpcb, {Vcl} Dialogs; function SilentLogIn(SLBroker: TRPCBroker): boolean; procedure GetUserInfo(ConnectedBroker: TRPCBroker); procedure GetSessionInfo(ConnectedBroker: TRPCBroker); procedure StartProgSLogin(const ProgLine: String; ConnectedBroker: TRPCBroker; WindowType: Integer = SW_SHOWNORMAL); function CheckCmdLine(SLBroker: TRPCBroker): Boolean; implementation uses {VA} Wsockc, Loginfrm, RpcbErr, SelDiv, XWBHash; {------------------------ ValidAVCodes --------------------------- Authenticate user with Access/Verify Codes or ASO token using an RPC call to 'XUS AV CODE' ------------------------------------------------------------------} function ValidAVCodes(SLBroker: TRPCBroker): boolean; begin Result := False; try with SLBroker do begin Param[0].Value := Encrypt(LogIn.AccessCode + ';' + LogIn.VerifyCode); Param[0].PType := literal; RemoteProcedure := 'XUS AV CODE'; Call; if Results[0] > '0' then begin Login.DUZ := Results[0]; Login.PromptDivision := True; Result := True; end else begin Result := False; if Results[2] = '1' then Login.ErrorText := 'Expired Verify Code' //vcode needs changing; else if Results[0] = '0' then Login.ErrorText :='Invalid Access/Verify Codes' //no valid DUZ returned; else Login.ErrorText := Results[3]; end; end; except raise end; end; //function ValidAVCodes {------------------------ ValidAppHandle ------------------------- Authenticate user with Application Handle (CCOW Token) using an RPC call to 'XUS AV CODE' ------------------------------------------------------------------} function ValidAppHandle(SLBroker: TRPCBroker): boolean; begin Result := False; try with SLBroker do begin Param[0].Value := SLBroker.Login.LogInHandle; Param[0].PType := literal; RemoteProcedure := 'XUS AV CODE'; Call; if Pos(Copy(SLBroker.Results[0],1,1),'123456789') > 0 then begin Login.DUZ := Results[0]; Login.PromptDivision := False; Result := True; end else if Results[2] = '1' then Login.ErrorText := 'Expired Verify Code' //vcode needs changing; else if Results[0] = '0' then Login.ErrorText :='Invalid Access/Verify Codes' //no valid DUZ returned; else Login.ErrorText := Results[3]; end; except raise end; end; //function ValidAppHandle {------------------------ ValidNTToken --------------------------- Authenticate user with NT Kerberos token (not implemented) ------------------------------------------------------------------} //function ValidNTToken(SLBroker: TRPCBroker): boolean; //begin // Result := False; //end; //function ValidNTToken {------------------------ ValidSSOiToken ------------------------- Authenticate user with STS SAML Token from IAM using an RPC call to 'XUS ESSO VALIDATE' ------------------------------------------------------------------} function ValidSSOiToken(SLBroker: TRPCBroker): boolean; var I,iStart,iEnd: integer; uToken: String; iTokenLength: Integer; begin Result := False; try with SLBroker do begin uToken := Login.LogInHandle; iTokenLength := Length(uToken); RemoteProcedure := 'XUS ESSO VALIDATE'; Param[0].PType := global; with Param[0] do begin I :=0; iEnd := 0; while (iEnd < iTokenLength) do begin //Build Param[0] global, 200 chars per node iStart := (I * 200) + 1; iEnd := iStart + 199; Mult[IntToStr(I)] := AnsiStrings.AnsiMidStr(uToken, iStart, 200); I := I + 1; end; end; Call; if Results[0] > '0' then begin Login.DUZ := Results[0]; Login.PromptDivision := True; Result := True; end else begin Result := False; if Results[2] = '1' then Login.ErrorText := 'Expired Verify Code' //vcode needs changing; else if Results[0] = '0' then Login.ErrorText :='Invalid 2-Factor Authentication' //no valid DUZ returned; else Login.ErrorText := Results[3]; end; end; except raise end; end; //function ValidSSOiToken {------------------------ SilentLogIn ------------------------- Authenticate user with credentials passed as parameters. ------------------------------------------------------------------} function SilentLogIn(SLBroker: TRPCBroker): boolean; begin Result := False; //determine if signon is needed try with SLBroker do begin RemoteProcedure := 'XUS SIGNON SETUP'; Param[0].Value := ''; //No AppHandle for silent login Param[0].PType := literal; Param[1].Value := '1'; //Disable Client Agent callback Param[1].PType := literal; Call; SLBroker.Login.IsProductionAccount := False; SLBroker.Login.DomainName := ''; if SLBroker.Results.Count > 7 then begin SLBroker.Login.DomainName := SLBroker.Results[6]; if SLBroker.Results[7] = '1' then SLBroker.Login.IsProductionAccount := True; end; if Results.Count > 5 then //Server sent auto signon info. if SLBroker.Results[5] = '1' then //User already logged in begin Result := True; GetUserInfo(SLBroker); exit; end; if Login.Mode = lmSSOi then //STS SAML token authentication if ValidSSOiToken(SLBroker) then Result := True; if Login.Mode = lmAVCodes then //Access & Verify codes authentication if ValidAVCodes(SLBroker) then Result := True; if Login.Mode = lmAppHandle then if ValidAppHandle(SLBroker)then Result := True; if Result and (SLBroker.Contextor = nil) and not (Login.Mode = lmSSOi) then begin //determine if user is multidivisional - makes calls to Seldiv. LogIn.MultiDivision := MultDiv(SLBroker); if not LogIn.MultiDivision then begin Result := True; exit; end; if LogIn.PromptDivision then Result := SelectDivision(LogIn.DivList, SLBroker) else if Login.Division <> '' then Result := SetDiv(Login.Division, SLBroker) else begin Result := False; Login.ErrorText := 'No Division Selected'; end; if not Result then exit; end; end; except exit; end; end; //function SilentLogIn {------------------------ GetUserInfo ------------------------- Get information for TVistaUser class (Tobject) using RPC 'XUS GET USER INFO' ------------------------------------------------------------------} procedure GetUserInfo(ConnectedBroker: TRPCBroker); begin with ConnectedBroker do begin try RemoteProcedure := 'XUS GET USER INFO'; Call; if Results.Count > 0 then with ConnectedBroker.User do begin DUZ := Results[0]; Name := Results[1]; StandardName := Results[2]; Division := Results[3]; Title := Results[4]; ServiceSection := Results[5]; Language := Results[6]; DTime := Results[7]; if Results.Count > 8 then Vpid := Results[8] else Vpid := ''; end; except end; end; end; //procedure GetUserInfo {------------------------ GetSessionInfo ------------------------- Get information for TVistaSession class (Tobject) using RPC 'XUS GET SESSION INFO' ------------------------------------------------------------------} procedure GetSessionInfo(ConnectedBroker: TRPCBroker); begin with ConnectedBroker do begin try RemoteProcedure := 'XWB GET SESSION INFO'; Call; if Results.Count > 0 then begin {VistaSession.Create; with VistaSession do begin DUZ := Results[0] //other properties follow end;} end; except end; end; end; //procedure GetSessionInfo {------------------------ StartProgSLogin ------------------------- This procedure can be used to start a second application and pass on the command line the data which would be needed to initiate a silent login using a LoginHandle value. It is assumed that the command line would be read using the CheckCmdLine procedure or one similar to it as the form for the new application was loaded. This procedure can also be used to start a non-RPCBroker application. If the value for ConnectedBroker is nil, the application specified in ProgLine will be started and any command line included in ProgLine will be passed to the application. ------------------------------------------------------------------} procedure StartProgSLogin(const ProgLine: String; ConnectedBroker: TRPCBroker; WindowType: Integer = SW_SHOWNORMAL); var StartupInfo: TStartupInfo; ProcessInfo: TProcessInformation; AppHandle: String; CmndLine: String; currHandle1: THandle; begin currHandle1 := GetCurrentProcess; FillChar(StartupInfo, SizeOf(TStartupInfo), 0); with StartupInfo do begin cb := SizeOf(TStartupInfo); dwFlags := STARTF_USESHOWWINDOW; WShowWindow := WindowType; end; CmndLine := ProgLine; if ConnectedBroker <> nil then begin AppHandle := GetAppHandle(ConnectedBroker); CmndLine := CmndLine + ' s='+ConnectedBroker.Server + ' p=' + IntToStr(ConnectedBroker.ListenerPort) + ' h=' + AppHandle + ' d=' + ConnectedBroker.User.Division; end; CreateProcess(nil, PChar(CmndLine), nil, nil, False, NORMAL_PRIORITY_CLASS, nil, nil, StartupInfo, ProcessInfo); CommandBoxProcessHandle := ProcessInfo.hProcess; CommandBoxThreadHandle := ProcessInfo.hThread; SetActiveWindow(currHandle1); end; //procedure StartProgSLogin {------------------------ CheckCmdLine -------------------------- This function can be used to check whether the command line contains information on the broker settings and can setup for a Silent Login using the LoginHandle value passed from another application. This procedure would normally be called within the code associated with FormCreate event. It assumes the Server, ListenerPort, Division, and LoginHandle values (if present) are indicated by s=, p=, d=, and h=, respectively. The argument is a reference to the TRPCBroker instance to be used. ------------------------------------------------------------------} function CheckCmdLine(SLBroker: TRPCBroker): Boolean; var j: Integer; begin with SLBroker do begin for j := 1 to ParamCount do // Iterate through possible command line arguments begin if Pos('p=',ParamStr(j)) > 0 then ListenerPort := StrToInt(Copy(ParamStr(j), (Pos('=',ParamStr(j))+1),length(ParamStr(j)))); if Pos('s=',ParamStr(j)) > 0 then Server := Copy(ParamStr(j), (Pos('=',ParamStr(j))+1),length(ParamStr(j))); if Pos('h=',ParamStr(j)) > 0 then begin Login.LoginHandle := Copy(ParamStr(j), (Pos('=',ParamStr(j))+1),length(ParamStr(j))); if Login.LoginHandle <> '' then begin KernelLogin := False; Login.Mode := lmAppHandle; end; end; if Pos('d=',ParamStr(j)) > 0 then Login.Division := Copy(ParamStr(j), (Pos('=',ParamStr(j))+1),length(ParamStr(j))); end; // for if Login.Mode = lmAppHandle then Connected := True; // Go ahead and make the connection Result := False; if Connected then Result := True; end; // with SLBroker end; //function CheckCmdLine end.
program stack; const STACK_ELEMENTS = 18; type TStack = record data: array of integer; head: integer; end; procedure stack_init(var stack: TStack); begin SetLength(stack.data, STACK_ELEMENTS); stack.head := 0; end; procedure stack_destroy(var stack: TStack); begin stack_init(stack); end; function stack_size(var stack: TStack): integer; begin stack_size := stack.head; end; function stack_is_full(var stack: TStack): boolean; begin stack_is_full := stack_size(stack) >= STACK_ELEMENTS; end; function stack_is_empty(var stack: TStack): boolean; begin stack_is_empty := stack_size(stack) <= 0; end; function stack_push(var stack: TStack; number: integer): boolean; begin if stack_is_full(stack) then begin stack_push := false; exit; end; stack.data[stack.head] := number; stack.head := stack.head + 1; stack_push := true; end; function stack_pop(var stack: TStack; var number: integer): boolean; begin if stack_is_empty(stack) then begin stack_pop := false; exit; end; stack.head := stack.head - 1; number := stack.data[stack.head]; stack_pop := true; end; var s1, s2: TStack; i: integer; begin stack_init(s1); stack_init(s2); i := 0; while stack_push(s1, i) do i := i + 1; i := 100; while stack_push(s2, i) do i := i + 1; writeln('Stack1 size: ', stack_size(s1)); writeln('Stack2 size: ', stack_size(s2)); write('Stack1: '); while stack_pop(s1, i) do write(i, ' '); writeln; write('Stack2: '); while stack_pop(s2, i) do write(i, ' '); writeln; stack_destroy(s1); stack_destroy(s2); writeln('Stack1 size: ', stack_size(s1)); writeln('Stack2 size: ', stack_size(s2)); end.
unit TablasComis; interface uses Windows, Messages, SysUtils, Classes, Graphics, Controls, Forms, Dialogs, TB2Dock, TB2Toolbar, ComCtrls, TB2ExtItems, TBXExtItems, TBX, AxCtrls, OleCtrls, StdCtrls, Mask, RxToolEdit, Menus, VCIF1Lib_TLB,IniFiles, LibApp, RxPlacemnt, RXCtrls, ExtCtrls, RXSpin, ProductoSearch, FamiliaSearch, HHelp, rxCurrEdit, TB2Item, IB_Components, RzEdit, RzSpnEdt, RzLabel, RzPanel, RzTabs; type TfrmTablasComis = class(TForm) dckSincro: TTBXDock; tlbMain: TTBXToolbar; tbtSalir: TTBXItem; tbtImprimir: TTBXItem; tbtPrever: TTBXItem; tbtGrabar: TTBXItem; tbtAbrir: TTBXItem; tbtCreate: TTBXItem; ToolbarSep973: TTBXSeparatorItem; PopupMenu1: TPopupMenu; Fonts1: TMenuItem; Numeros1: TMenuItem; Bordes1: TMenuItem; Alineacion1: TMenuItem; Rellenos1: TMenuItem; N1: TMenuItem; Preferencias1: TMenuItem; FormStorage1: TFormStorage; TBXSeparatorItem1: TTBXSeparatorItem; isqlIns: TIB_DSQL; isqlDel: TIB_DSQL; itmAyuda: TTBXItem; TBXSeparatorItem2: TTBXSeparatorItem; pgcSincro: TRzPageControl; tshCriterios: TRzTabSheet; tshOpciones: TRzTabSheet; RzPanel1: TRzPanel; lbzEsquema: TRzLabel; sedEsquema: TRzSpinEdit; fraFamilia1: TfraFamilia; pgcMain: TRzPageControl; tshCaptura: TRzTabSheet; TabSheet2: TRzTabSheet; F1: TF1Book; TBXSeparatorItem3: TTBXSeparatorItem; F2: TF1Book; lblEsquema: TRzLabel; icu1: TIB_Cursor; tbtGenReporte: TTBXItem; tbtImpReporte: TTBXItem; tbtGrabarXls: TTBXItem; procedure FormClose(Sender: TObject; var Action: TCloseAction); procedure tbtSalirClick(Sender: TObject); procedure LoadXLS; procedure LoadXLS2; procedure FormCreate(Sender: TObject); procedure Preferencias1Click(Sender: TObject); procedure LeerTablas; procedure GrabarTablas; procedure tbtLeerClick(Sender: TObject); procedure F1StartEdit(Sender: TObject; var EditString: WideString; var Cancel: Smallint); procedure F1KeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); procedure tbtCreateClick(Sender: TObject); procedure axnLimpiar; procedure axnLeer; procedure axnGrabar; procedure axnPrever; procedure axnImprimir; procedure tbtAbrirClick(Sender: TObject); procedure tbtGrabarClick(Sender: TObject); procedure tbtPreverClick(Sender: TObject); procedure tbtImprimirClick(Sender: TObject); procedure tbtAfectarClick(Sender: TObject); procedure FormKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); procedure UpdateControls(Sender: TObject); procedure itmAyudaClick(Sender: TObject); procedure sedEsquemaChange(Sender: TObject); procedure fraFamilia1xceCodFamKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); procedure GenerarReporte; procedure tbtGenReporteClick(Sender: TObject); procedure tbtImpReporteClick(Sender: TObject); procedure tbtGrabarXlsClick(Sender: TObject); procedure axnGrabarXls; private { Private declarations } public { Public declarations } end; const UPD:Integer = 1; DEL:Integer = 0; var frmTablasComis: TfrmTablasComis; iType:SmallInt; mfLook,mfShowMsg:Boolean; ColSet: set of 1..200; miRowIni:Integer = 8; miRowEnd:Integer; oIni:TIniFile; mrRes:Integer; aEsq : array[0..3] of String; aTabla: array[1..3] of String; implementation uses Main, OpcionesF1, StrMan, SelTabla, DM_MBA; var WCols: array[1..100] of integer; {$R *.DFM} procedure TfrmTablasComis.FormCreate(Sender: TObject); var tFile:String; begin tFile := LibApp.GetIniFile; oIni := TIniFile.Create (tFile); LoadXLS; // Columnas que no se pueden modificar en el F1... ColSet := [1]; fraFamilia1.Initiate; frafamilia1.OnRetrieve :=UpdateControls; icu1 := TIB_Cursor.Create(nil); icu1.IB_Connection := DM1.cnMBA; icu1.IB_Transaction := DM1.trMBA; isqlIns:= TIB_DSQL.Create(DM1); isqlIns.IB_Connection := DM1.cnMBA; isqlIns.IB_Transaction := DM1.trMBA; isqlDel:= TIB_DSQL.Create(DM1); isqlDel.IB_Connection := DM1.cnMBA; isqlDel.IB_Transaction := DM1.trMBA; with icu1 do begin SQL.Clear; Sql.Add ('SELECT '); Sql.Add (' A.ID, A.HOJA, A.REN, A.CODFAMILIA, B.DESCRIPFAM, A.ESQUEMA, A.LIMITEINF, A.LIMITESUP, A.PORCENTAJE, A.OBSERVACIONES, FHACT, USERACT '); Sql.Add ('FROM TABLACOMIS A '); Sql.Add ('JOIN MBA10040 B ON (A.CODFAMILIA = B.CODFAM) '); Sql.Add ('WHERE (A.ESQUEMA = ?ESQUEMA) '); Sql.Add ('ORDER BY A.CODFAMILIA,A.HOJA,A.LIMITEINF; '); Prepare; end; with isqlIns do begin SQL.Clear; Sql.Add ('INSERT INTO TABLACOMIS '); Sql.Add (' ( ID, HOJA, REN, CODFAMILIA, ESQUEMA, LIMITEINF, LIMITESUP, PORCENTAJE, OBSERVACIONES, FHACT, USERACT) VALUES '); Sql.Add (' (?ID, ?HOJA,?REN,?CODFAMILIA,?ESQUEMA,?LIMITEINF,?LIMITESUP,?PORCENTAJE,?OBSERVACIONES,?FHACT,?USERACT);'); Prepare; end; with isqlDel do begin SQL.Clear; Sql.Add ('DELETE FROM TABLACOMIS '); Sql.Add (' WHERE (CODFAMILIA = ?CODFAMILIA) AND (ESQUEMA = ?ESQUEMA);'); Prepare; end; aEsq[0] := 'Vendedores Comisionistas'; aEsq[1] := 'Vendedores Especializados'; aEsq[2] := 'Vendedores Telemarketing'; aEsq[3] := 'Por Definir'; aTabla[1] := 'Tabla de Comisiones por Descuento'; aTabla[2] := 'Tabla de Comisiones por Margen'; aTabla[3] := 'Tabla de Comision Base por Dias Vencidos'; sedEsquema.Value := 0; sedEsquemaChange(nil); UpdateControls(nil); end; procedure TfrmTablasComis.FormClose(Sender: TObject; var Action: TCloseAction); begin oIni.Free; frmTablasComis := nil; Action := caFree; end; procedure TfrmTablasComis.tbtSalirClick(Sender: TObject); begin close; end; procedure TfrmTablasComis.tbtGrabarXlsClick(Sender: TObject); begin axnGrabarXls; end; procedure TfrmTablasComis.LoadXLS; var tFile,tDir:String; begin tDir := oINi.ReadString ('Directorios','Formatos',''); // ExtractFileDir(ParamStr(0)); tFile := 'FMT_TABLASCOMIS.xls'; tFile := tDir+'\'+tFile; F1.Read (tFile,iType); F1.FixedRows := 7; miRowIni := F1.FixedRows + 1; F1.PrintTitles := 'A1:IV7'; F1.Sheet :=1; F1.TextRC[2,2] := oEmp.RAZSOCIAL; F1.AllowDelete := False; F1.ShowEditBar := True; F1.Modified := False; end; procedure TfrmTablasComis.LoadXLS2; var tFile,tDir:String; begin tDir := oINi.ReadString ('Directorios','Formatos',''); // ExtractFileDir(ParamStr(0)); tFile := 'FMT_TablasComisImpre.xls'; tFile := tDir+'\'+tFile; F2.Read (tFile,iType); F2.FixedRows := 6; miRowIni := F2.FixedRows + 1; F2.PrintTitles := 'A2:IV6'; F2.Sheet :=1; F2.TextRC[2,2] := oEmp.RAZSOCIAL; F2.AllowDelete := False; F2.ShowEditBar := True; F2.Modified := False; end; procedure TfrmTablasComis.UpdateControls(Sender: TObject); begin if fraFamilia1.FOUND then begin LeerTablas; end else begin end; tbtAbrir.Enabled := fraFamilia1.FOUND; tbtGrabar.Enabled:= tbtAbrir.Enabled; end; procedure TfrmTablasComis.Preferencias1Click(Sender: TObject); var iRes :Integer; begin frmOpcF1 := TFrmOpcF1.Create (Application); frmOpcF1.F1 := F1; iRes := frmOpcF1.showmodal; end; procedure TfrmTablasComis.sedEsquemaChange(Sender: TObject); begin lblEsquema.caption := aEsq[sedEsquema.IntValue]; end; procedure TfrmTablasComis.LeerTablas; var i:Integer; iRecCount,iRec,iSheet:Integer; tFiltro,tKey,tTipoProd,tSel,tP1,tP2,tCodIni,tCodFin:String; fFound,fBorrado:Boolean; Row,Col:Integer; begin Screen.Cursor := crHourglass; pgcMain.ActivePageIndex := 0; LoadXls; tSel := F1.selection; F1.TextSRC[1,4,2] := fraFamilia1.xceCodFam.Text + ' ' + fraFamilia1.xceDescripFam.Text; F1.TextSRC[2,4,2] := F1.TextSRC[1,4,2]; F1.TextSRC[3,4,2] := F1.TextSRC[1,4,2]; DM1.iqrArt.SQL.Clear; DM1.iqrArt.SQL.Add ('SELECT id, hoja, ren, codfamilia, limiteinf, limitesup, porcentaje, observaciones, fhact, useract '); DM1.iqrArt.SQL.Add ('FROM TABLACOMIS '); DM1.iqrArt.SQL.Add ('WHERE (CODFAMILIA =?CODFAMILIA) AND (ESQUEMA = ?ESQUEMA);'); DM1.iqrArt.Prepare; tCodIni := fraFamilia1.xceCodFam.Text; DM1.iqrArt.ParamByName('CODFAMILIA').AsString := tCodIni; DM1.iqrArt.ParamByName('ESQUEMA').AsInteger := sedEsquema.IntValue; DM1.iqrArt.Open; iRecCount := Dm1.iqrArt.RecordCount; iRec := 1; while not DM1.iqrArt.Eof do begin iSheet := DM1.iqrArt.fieldbyName('HOJA').AsInteger; Row := DM1.iqrArt.fieldbyName('REN').AsInteger; F1.NumberSRC[iSheet,Row,2] := DM1.iqrArt.fieldbyName('LIMITEINF').AsDouble; F1.NumberSRC[iSheet,Row,3] := DM1.iqrArt.fieldbyName('LIMITESUP').AsDouble; F1.NumberSRC[iSheet,Row,4] := DM1.iqrArt.fieldbyName('PORCENTAJE').AsDouble; F1.TextSRC[iSheet,Row,5] := DM1.iqrArt.fieldbyName('OBSERVACIONES').AsString; DM1.iqrArt.Next; end; F1.Selection := tSel; Screen.Cursor := crDefault; DM1.iqrArt.UnPrepare; DM1.iqrArt.Close; // Empezar a checar si se ha modificado el F1... mfLook := True end; procedure TfrmTablasComis.GrabarTablas; var i,iCount:Integer; iSheet,iRec,Row:Integer; tVal,tTP,tKey:String; fFound,fUpdate,fDelete:Boolean; begin Screen.Cursor := crHourglass; iCount := 0; // Borrar datos por familia isqldEL.ParamByName('CODFAMILIA').AsString := fraFamilia1.xceCodFam.Text; isqldEL.ParamByName('ESQUEMA').AsInteger := sedEsquema.IntValue; isqlDel.ExecSQL; //---------------------------- for iSheet := 1 to 3 do begin Row := miRowIni; tVal := F1.TextSRC[iSheet,Row,2]; while length(tVal) > 0 do begin iCount := iCount + 1; isqlIns.ParamByName('ID').AsInteger := DM1.GetDocID; isqlIns.ParamByName('HOJA').AsInteger := iSheet; isqlIns.ParamByName('REN').AsInteger := Row; isqlIns.ParamByName('CODFAMILIA').AsString := fraFamilia1.xceCodFam.Text; isqlIns.ParamByName('ESQUEMA').AsInteger := sedEsquema.IntValue; isqlIns.ParamByName('LIMITEINF').AsDouble := F1.NumberSRC[iSheet,Row,2]; isqlIns.ParamByName('LIMITESUP').AsDouble := F1.NumberSRC[iSheet,Row,3]; isqlIns.ParamByName('PORCENTAJE').AsDouble := F1.NumberSRC[iSheet,Row,4]; isqlIns.ParamByName('OBSERVACIONES').AsString := F1.TextSRC[iSheet,Row,5]; isqlIns.ParamByName('FHACT').AsDateTime := Date+Time; isqlIns.ParamByName('USERACT').AsString := oUSer.LOGIN; isqlIns.Execute; Row := Row + 1; tVal := F1.TextSRC[iSheet,Row,2]; end; end; isqlIns.Unprepare; Screen.Cursor := crDefault; ShowMessage('Se grabaron ' + IntToStr(iCount) + ' parametros!'); end; procedure TfrmTablasComis.itmAyudaClick(Sender: TObject); begin ShowHelp('frmTablasComis'); end; procedure TfrmTablasComis.tbtLeerClick(Sender: TObject); begin LeerTablas; end; procedure TfrmTablasComis.F1StartEdit(Sender: TObject; var EditString: WideString; var Cancel: Smallint); var iCol:Integer; begin iCol := F1.Col; if iCol in ColSet then Cancel := 1; end; procedure TfrmTablasComis.F1KeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); begin case Key of VK_DELETE: begin F1.ClearRange(F1.SelStartRow, F1.SelStartCol, F1.SelEndRow, F1.SelEndCol, F1ClearValues); // Delete key end; else end; end; procedure TfrmTablasComis.tbtCreateClick(Sender: TObject); begin axnLimpiar; end; procedure TfrmTablasComis.tbtAbrirClick(Sender: TObject); begin LeerTablas; end; procedure TfrmTablasComis.tbtGenReporteClick(Sender: TObject); begin GenerarReporte; end; procedure TfrmTablasComis.tbtGrabarClick(Sender: TObject); begin GrabarTablas; // axnGrabar; end; procedure TfrmTablasComis.tbtPreverClick(Sender: TObject); begin axnPrever; end; procedure TfrmTablasComis.tbtImpReporteClick(Sender: TObject); begin try F2.FilePrint(True); except MessageDlg('No es posible imprimir!', mtWarning,[mbOk], 0); end; end; procedure TfrmTablasComis.tbtImprimirClick(Sender: TObject); begin axnImprimir; end; procedure TfrmTablasComis.axnLimpiar; begin // F1.ClearRange (miRowIni,1,F1.LastRow,20,f1ClearValues); LoadXLS; { F1.Row := miROWINI; F1.Col := 1; F1.TopRow := miROWINI; F1.LeftCol := 1; } fraFamilia1.Limpiar; end; procedure TfrmTablasComis.axnLeer; var tBuffer:WideString; begin try F1.OpenFileDlg('Abrir archivo Articulos',frmTablasComis.Handle,tBuffer); except tBuffer := ''; end; // tFile := 'Doc.xls'; // tFile := tDir+'\Doc\'+tFile; if length(tBuffer) > 0 then begin F1.Read (tBuffer,iType); // F1.FixedRows := miRowIni; end; end; procedure TfrmTablasComis.axnGrabar; var tFile:WideString; begin try F1.SaveFileDlg ('Grabar Listado de Articulos',tFile,iType); except Exit; end; try F1.Write (tFile,iType); except; MessageDlg('Imposible grabar el archivo!', mtWarning,[mbOk], 0); end; end; procedure TfrmTablasComis.axnPrever; begin try F1.FilePrintPreview; except MessageDlg('Imposible hacer la presentacion preliminar!', mtWarning,[mbOk], 0); end; end; procedure TfrmTablasComis.axnImprimir; begin try F1.FilePrint(True); except MessageDlg('No es posible imprimir!', mtWarning,[mbOk], 0); end; end; procedure TfrmTablasComis.tbtAfectarClick(Sender: TObject); begin //Grabar articulos mfShowMsg := False; GrabarTablas; end; procedure TfrmTablasComis.FormKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); begin case Key of VK_DELETE: begin F1.ClearRange(F1.SelStartRow, F1.SelStartCol, F1.SelEndRow, F1.SelEndCol, F1ClearValues); // Delete key end; else end; end; procedure TfrmTablasComis.fraFamilia1xceCodFamKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); begin fraFamilia1.xceCodFamKeyDown(Sender, Key, Shift); LeerTablas; end; procedure TfrmTablasComis.GenerarReporte; var i:Integer; iRecCount,iRec,iTabla,iTablax:Integer; tKey,tSel,tFam,tFamx,tNomFam,tNomTabla:String; fFound,fBorrado:Boolean; Row,Col:Integer; begin Screen.Cursor := crHourglass; pgcMain.ActivePageIndex := 1; LoadXls2; miRowIni := 7; tSel := F1.selection; F2.TextRC[2,2] := oEmp.RAZSOCIAL; F2.TextRC[4,3] := aEsq[sedEsquema.IntValue]; icu1.Prepare; icu1.ParamByName('ESQUEMA').AsInteger := sedEsquema.IntValue; icu1.Open; icu1.First; tFam :=icu1.FieldByName('CODFAMILIA').AsString; tNomFam :=icu1.FieldByName('DESCRIPFAM').AsString; tFamx:=tFam; iTabla := icu1.FieldByName('HOJA').AsInteger;; iTablax := iTabla; iRecCount := icu1.RecordCount; iRec := 1; Row := miRowIni; F2.TextRC[Row,2] := tFam + ' '+tNomFam; F2.TextRC[Row,5] := aTabla[iTabla]; Row := Row + 1; while not icu1.Eof do begin tKey := icu1.fieldbyName('ESQUEMA').AsString; tKey := Trim(tKey); if (length(tKey) > 0) then begin tKey := icu1.fieldbyName('ESQUEMA').AsString; tKey := Trim(tKey); if (tFam <> tFamx) or (iTabla <> iTablax) then begin if (iTabla <> iTablax) then begin F2.TextRC[Row,5]:= aTabla[iTabla]; iTablax := iTabla; end; if (tFam <> tFamx) then begin F2.TextRC[Row,2] := tFam + ' '+tNomFam; tFamx := tFam; end; Row := Row + 1; end; F2.NumberRC[Row,4] := icu1.fieldbyName('LIMITEINF').AsDouble; F2.NumberRC[Row,5] := icu1.fieldbyName('LIMITESUP').AsDouble; F2.NumberRC[Row,6] := icu1.fieldbyName('PORCENTAJE').AsDouble; F2.TextRC[Row,7] := icu1.FieldByName('OBSERVACIONES').AsString; Row := Row + 1; end; icu1.Next; tFam :=icu1.FieldByName('CODFAMILIA').AsString; tNomFam :=icu1.FieldByName('DESCRIPFAM').AsString; iTabla := icu1.FieldByName('HOJA').AsInteger;; end; miRowEnd := Row -1; F2.Selection := tSel; F2.MaxRow := miRowEnd; F2.SetSelection(2, 2, miRowEnd, 7); F2.SetPrintAreaFromSelection; F2.Selection := tSel; Screen.Cursor := crDefault; icu1.Close; // Empezar a checar si se ha modificado el F1... mfLook := True end; procedure TfrmTablasComis.axnGrabarXls; var tFile:WideString; begin try F2.SaveFileDlg ('Grabar Tablasde Comisiones',tFile,iType); except Exit; end; try F2.Write (tFile,iType); except; MessageDlg('Imposible grabar el archivo!', mtWarning,[mbOk], 0); end; end; end.
// Example showing TProcess usage and setting environment program TProcessExample2; {$mode objfpc} {$h+} uses sysutils, classes, process; procedure DoLog(s: string); begin writeln(s); end; function RunProcess(const Binary: string; args: TStrings): boolean; const BufSize = 2048; var p: TProcess; Buf: string; Count: integer; i: integer; LineStart: integer; OutputLine: string; begin p := TProcess.Create(nil); try p.Environment.Add('HTTP_REFERER=test'); p.Environment.Add('OTHERVAR=testdata'); p.Executable := Binary; p.Options := [poUsePipes, poStdErrToOutPut]; // p.CurrentDirectory := ExtractFilePath(p.Executable); p.ShowWindow := swoShowNormal; // ??? Is this needed? p.Parameters.Assign(args); DoLog('Running command '+ p.Executable +' with arguments: '+ p.Parameters.Text); p.Execute; { Now process the output } OutputLine := ''; SetLength(Buf, BufSize); repeat if (p.Output <> nil) then begin Count := p.Output.Read(Buf[1],Length(Buf)); end else Count := 0; LineStart := 1; i := 1; while i<=Count do begin if Buf[i] in [#10,#13] then begin OutputLine := OutputLine+Copy(Buf,LineStart,i-LineStart); writeln(OutputLine); OutputLine := ''; if (i < Count) and (Buf[i+1] in [#10,#13]) and (Buf[i] <> Buf[i+1]) then inc(i); LineStart := i+1; end; inc(i); end; OutputLine := Copy(Buf,LineStart,Count-LineStart+1); until Count = 0; if OutputLine <> '' then writeln(OutputLine); p.WaitOnExit; Result := p.ExitStatus = 0; if not Result then Writeln('Command ', p.Executable ,' failed with exit code: ', p.ExitStatus); finally FreeAndNil(p); end; end; var args: TStringList; const EXTENSION = {$IFDEF WINDOWS}'.exe'{$ELSE}''{$ENDIF}; prog = 'subproc' + EXTENSION; begin args := TStringList.Create; writeln('---Launching sub program in TProcess---'); RunProcess(prog, args); writeln('---end of launch---'); args.free; args := nil; writeln('Finished main program, <enter> to exit'); readln; end.
namespace RemObjects.SDK.CodeGen4; {$HIDE W46} interface type CocoaRodlCodeGen = public class (RodlCodeGen) private fCachedNumberFN: Dictionary<String, String> := new Dictionary<String, String>; property IsSwift: Boolean read Generator is CGSwiftCodeGenerator; property IsObjC: Boolean read Generator is CGObjectiveCCodeGenerator; property IsAppleSwift: Boolean read IsSwift and (SwiftDialect = SwiftDialect.Standard); property IsSilver: Boolean read IsSwift and (SwiftDialect = SwiftDialect.Silver); property NSUIntegerType: CGTypeReference read (if IsAppleSwift then "UInt" else "NSUInteger").AsTypeReference(false); property SELType: CGTypeReference read (if IsAppleSwift then "Selector" else "SEL").AsTypeReference(false); method GetNumberFN(dataType: String):String; method GetReaderStatement(library: RodlLibrary; aEntity: RodlTypedEntity; aVariableName: String := "aMessage"): CGStatement; method GetReaderExpression(library: RodlLibrary; aEntity: RodlTypedEntity; aVariableName: String := "aMessage"): CGExpression; method GetWriterStatement(library: RodlLibrary; aEntity: RodlTypedEntity; aVariableName: String := "aMessage"; isMethod: Boolean; aInOnly: Boolean := false): CGStatement; method WriteToMessage_Method(library: RodlLibrary; aEntity: RodlStructEntity): CGMethodDefinition; method ReadFromMessage_Method(library: RodlLibrary; aEntity: RodlStructEntity): CGMethodDefinition; method GenerateServiceProxyMethod(library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; method GenerateServiceProxyMethodDeclaration(library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; method GenerateServiceAsyncProxyBeginMethod_Body(library: RodlLibrary; aEntity: RodlOperation; Statements: List<CGStatement>); method GenerateServiceAsyncProxyBeginMethod(library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; method GenerateServiceAsyncProxyBeginMethod_start(library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; method GenerateServiceAsyncProxyBeginMethod_startWithBlock(library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; method GenerateServiceAsyncProxyBeginMethodDeclaration(library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; method GenerateServiceAsyncProxyEndMethod(library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; method GenerateOperationAttribute(library: RodlLibrary; aEntity: RodlOperation;Statements: List<CGStatement>); method GenerateServiceMethods(library: RodlLibrary; aEntity: RodlService; service:CGClassTypeDefinition); method HandleAtributes_private(library: RodlLibrary; aEntity: RodlEntity): CGFieldDefinition; method HandleAtributes_public(library: RodlLibrary; aEntity: RodlEntity): CGMethodDefinition; method ApplyParamDirection(paramFlag: ParamFlags; aInOnly: Boolean := false): CGParameterModifierKind; method ApplyParamDirectionExpression(aExpr: CGExpression; paramFlag: ParamFlags; aInOnly: Boolean := false): CGExpression; protected method isClassType(library: RodlLibrary; dataType: String): Boolean; method AddUsedNamespaces(file: CGCodeUnit; library: RodlLibrary); override; method AddGlobalConstants(file: CGCodeUnit; library: RodlLibrary);override; method GenerateEnum(file: CGCodeUnit; library: RodlLibrary; aEntity: RodlEnum); override; method GenerateStruct(file: CGCodeUnit; library: RodlLibrary; aEntity: RodlStruct); override; method GenerateArray(file: CGCodeUnit; library: RodlLibrary; aEntity: RodlArray); override; method GenerateOldStyleArray(file: CGCodeUnit; library: RodlLibrary; aEntity: RodlArray); method GenerateException(file: CGCodeUnit; library: RodlLibrary; aEntity: RodlException); override; method GenerateService(file: CGCodeUnit; library: RodlLibrary; aEntity: RodlService); override; method GenerateEventSink(file: CGCodeUnit; library: RodlLibrary; aEntity: RodlEventSink); override; method GetIncludesNamespace(library: RodlLibrary): String; override; method GetGlobalName(library: RodlLibrary): String; override; property EnumBaseType: CGTypeReference read NSUIntegerType; override; public property SwiftDialect: CGSwiftCodeGeneratorDialect := CGSwiftCodeGeneratorDialect.Silver; property DontPrefixEnumValues: Boolean := not IsObjC; override; constructor; constructor withSwiftDialect(aSwiftDialect: CGSwiftCodeGeneratorDialect); method FixUpForAppleSwift; end; implementation method CocoaRodlCodeGen.AddUsedNamespaces(file: CGCodeUnit; &library: RodlLibrary); begin file.Imports.Add(new CGImport(new CGNamespaceReference("Foundation"))); file.Imports.Add(new CGImport(new CGNamespaceReference("RemObjectsSDK"))); for rodl: RodlUse in library.Uses.Items do begin if length(rodl.Includes:CocoaModule) > 0 then file.Imports.Add(new CGImport(new CGNamespaceReference(rodl.Includes.CocoaModule))) else if length(rodl.Namespace) > 0 then file.Imports.Add(new CGImport(new CGNamespaceReference(rodl.Namespace))) else file.HeaderComment.Lines.Add(String.Format("Requires RODL file {0} ({1}) in same namespace.", [rodl.Name, rodl.FileName])); end; end; method CocoaRodlCodeGen.GenerateEnum(file: CGCodeUnit; &library: RodlLibrary; aEntity: RodlEnum); begin inherited GenerateEnum(file, &library, aEntity); var lname := SafeIdentifier(aEntity.Name); var lenum := new CGClassTypeDefinition(lname+"__EnumMetaData", "ROEnumMetaData".AsTypeReference, Visibility := CGTypeVisibilityKind.Public); file.Types.Add(lenum); var linst := lname+"__EnumMetaDataInstance"; lenum.Members.Add(new CGFieldDefinition(linst, lenum.Name.AsTypeReference, Visibility := CGMemberVisibilityKind.Private, &Static := True, Initializer := new CGNilExpression ) ); {$REGION class method instance: %ENUM_NAME%__EnumMetaData;} lenum.Members.Add(new CGMethodDefinition("instance", [new CGIfThenElseStatement(new CGAssignedExpression(linst.AsNamedIdentifierExpression, Inverted := true), new CGAssignmentStatement( linst.AsNamedIdentifierExpression, new CGNewInstanceExpression(lenum.Name.AsTypeReference)), nil), linst.AsNamedIdentifierExpression.AsReturnStatement].ToList, ReturnType:= lenum.Name.AsTypeReference, &Static := True, Visibility := CGMemberVisibilityKind.Public )); {$ENDREGION} {$REGION method typeName: NSString; override;} lenum.Members.Add( new CGPropertyDefinition("typeName", CGPredefinedTypeReference.String.NotNullable, GetExpression := lname.AsLiteralExpression, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public, &ReadOnly := true, Atomic := true) ); {$ENDREGION} if not IsAppleSwift then begin lenum.Members.Add(new CGFieldDefinition("stringToValueLookup", "NSDictionary".AsTypeReference, Visibility := CGMemberVisibilityKind.Private ) ); {$REGION method stringFromValue(aValue: Integer): NSString;} var lcases := new List<CGSwitchStatementCase>; for enummember: RodlEnumValue in aEntity.Items index i do begin var lmName := GenerateEnumMemberName(library, aEntity, enummember); lcases.Add(new CGSwitchStatementCase(i.AsLiteralExpression, [CGStatement(lmName.AsLiteralExpression.AsReturnStatement)].ToList)); end; var sw: CGStatement := new CGSwitchStatement("aValue".AsNamedIdentifierExpression, lcases, DefaultCase := [CGStatement("<Invalid Enum Value>".AsLiteralExpression.AsReturnStatement)].ToList); lenum.Members.Add(new CGMethodDefinition(if IsSwift then "string" else "stringFromValue", [sw].ToList, Parameters := [new CGParameterDefinition("aValue", NSUIntegerType, ExternalName := if IsSwift then "fromValue")].ToList, ReturnType:= CGPredefinedTypeReference.String.NotNullable, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public)); {$ENDREGION} {$REGION method valueFromString(aValue: NSString): Integer; override;} var lArgs := new List<CGCallParameter>; for enummember: RodlEnumValue in aEntity.Items do begin var lmName := GenerateEnumMemberName(library, aEntity, enummember); var lParameter := new CGTypeCastExpression(new CGEnumValueAccessExpression(lname.AsTypeReference,lmName), NSUIntegerType, ThrowsException := true); lArgs.Add(if IsSwift then new CGNewInstanceExpression("NSNumber".AsTypeReferenceExpression, [lParameter.AsCallParameter("unsignedInt")]).AsCallParameter else new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression, "numberWithInt", [lParameter.AsCallParameter].ToList).AsEllipsisCallParameter); lArgs.Add(lmName.AsLiteralExpression.AsEllipsisCallParameter); end; lArgs.Add(new CGNilExpression().AsEllipsisCallParameter); var lNewDictionary := /*if IsAppleSwift then new CGNewInstanceExpression("NSDictionary".AsTypeReference, lArgs, ConstructorName := "dictionaryLiteral") else*/ new CGNewInstanceExpression("NSDictionary".AsTypeReference, lArgs, ConstructorName := "withObjectsAndKeys"); lenum.Members.Add(new CGMethodDefinition( if IsSwift then "value" else "valueFromString", Parameters := [new CGParameterDefinition("aValue", CGPredefinedTypeReference.String.NotNullable, ExternalName := if IsSwift then "from")].ToList, ReturnType:= NSUIntegerType, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public, Statements:= [{0}new CGIfThenElseStatement( new CGAssignedExpression("stringToValueLookup".AsNamedIdentifierExpression, Inverted := true), new CGAssignmentStatement("stringToValueLookup".AsNamedIdentifierExpression, lNewDictionary)), {1}new CGVariableDeclarationStatement("lResult", "NSNumber".AsTypeReference, new CGTypeCastExpression(new CGMethodCallExpression("stringToValueLookup".AsNamedIdentifierExpression, if IsSwift then "value" else "valueForKey", ["aValue".AsNamedIdentifierExpression.AsCallParameter(if IsSwift then "forKey")].ToList), "NSNumber".AsTypeReference, true) ), {2}new CGIfThenElseStatement( new CGAssignedExpression("lResult".AsNamedIdentifierExpression), new CGPropertyAccessExpression("lResult".AsNamedIdentifierExpression,"unsignedIntValue").AsReturnStatement, if IsAppleSwift then new CGThrowExpression(new CGNewInstanceExpression("NSError".AsTypeReference, ["ROException".AsLiteralExpression.AsCallParameter("domain"), 0.AsLiteralExpression.AsCallParameter("code"), CGNilExpression.Nil.AsCallParameter("userInfo") ].ToList)) else new CGThrowExpression(new CGNewInstanceExpression("NSException".AsTypeReference, [if IsAppleSwift then new CGNewInstanceExpression("NSExceptionName".AsTypeReference, "ROException".AsLiteralExpression.AsCallParameter).AsCallParameter else "ROException".AsLiteralExpression.AsCallParameter, if IsAppleSwift then new CGNewInstanceExpression("String".AsTypeReference, [("Invalid value %@ for enum "+lname).AsLiteralExpression.AsCallParameter, "aValue".AsNamedIdentifierExpression.AsEllipsisCallParameter].ToList).AsCallParameter("reason") else new CGMethodCallExpression("NSString".AsTypeReference.AsExpression, "stringWithFormat", [("Invalid value %@ for enum "+lname).AsLiteralExpression.AsCallParameter, "aValue".AsNamedIdentifierExpression.AsEllipsisCallParameter].ToList).AsCallParameter("reason"), CGNilExpression.Nil.AsCallParameter("userInfo") ].ToList, ConstructorName := "withName")) ) ].ToList )); {$ENDREGION} {$REGION method typeName: NSString; override;} lenum.Members.Add( new CGMethodDefinition( lname+"ToString", [new CGMethodCallExpression(new CGMethodCallExpression(lenum.Name.AsTypeReferenceExpression,"instance"), if IsSwift then "string" else "stringFromValue", [new CGTypeCastExpression("aValue".AsNamedIdentifierExpression, NSUIntegerType, true).AsCallParameter(if IsSwift then "fromValue")].ToList ).AsReturnStatement], Parameters := [new CGParameterDefinition("aValue",lname.AsTypeReference)].ToList, ReturnType := CGPredefinedTypeReference.String.NotNullable, Visibility := CGMemberVisibilityKind.Public ) ); {$ENDREGION} end; end; method CocoaRodlCodeGen.GenerateStruct(file: CGCodeUnit; &library: RodlLibrary; aEntity: RodlStruct); begin var lancestorName := aEntity.AncestorName; if String.IsNullOrEmpty(lancestorName) then lancestorName := "ROComplexType"; var lStruct := new CGClassTypeDefinition(SafeIdentifier(aEntity.Name), lancestorName.AsTypeReference, Visibility := CGTypeVisibilityKind.Public, Comment := GenerateDocumentation(aEntity)); lStruct.Attributes.Add(new CGAttribute("objc".AsTypeReference, SafeIdentifier(aEntity.Name).AsNamedIdentifierExpression.AsCallParameter)); file.Types.Add(lStruct); {$REGION private class class __attributes: NSDictionary;} if (aEntity.CustomAttributes.Count > 0) then lStruct.Members.Add(HandleAtributes_private(&library,aEntity)); {$ENDREGION} {$REGION public class method getAttributeValue(aName: NSString): NSString;} if (aEntity.CustomAttributes.Count > 0) then lStruct.Members.Add(HandleAtributes_public(&library,aEntity)); {$ENDREGION} {$REGION public property %fldname%: %fldtype%} for m: RodlTypedEntity in aEntity.Items do begin var lType := ResolveDataTypeToTypeRef(&library, m.DataType); var p := new CGPropertyDefinition(m.Name, lType, Visibility := CGMemberVisibilityKind.Public, Comment := GenerateDocumentation(m)); var lEnumDefault := FindEnum(library, m.DataType):DefaultValueName; if assigned(lEnumDefault) then p.Initializer := new CGEnumValueAccessExpression(lType, lEnumDefault); lStruct.Members.Add(p); end; {$ENDREGION} {$REGION method assignFrom(aValue: ROComplexType); override;} lStruct.Members.Add( new CGMethodDefinition(if IsSwift then "assign" else "assignFrom", Parameters := [new CGParameterDefinition("aValue", "ROComplexType".AsTypeReference().NotNullable, ExternalName := if IsSwift then "from")].ToList, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public ) ); {$ENDREGION} if aEntity.Items.Count >0 then begin {$REGION public method writeToMessage(aMessage: ROMessage) withName(aName: NSString); override;} lStruct.Members.Add(WriteToMessage_Method(&library,aEntity)); {$ENDREGION} {$REGION public method readFromMessage(aMessage: ROMessage) withName(aName: NSString); override;} lStruct.Members.Add(ReadFromMessage_Method(&library,aEntity)); {$ENDREGION} end; end; method CocoaRodlCodeGen.GenerateArray(file: CGCodeUnit; &library: RodlLibrary; aEntity: RodlArray); begin var lArray := new CGClassTypeDefinition(SafeIdentifier(aEntity.Name), "ROMutableArray".AsTypeReference, Visibility := CGTypeVisibilityKind.Public, Comment := GenerateDocumentation(aEntity)); file.Types.Add(lArray); {$REGION private class __attributes: NSDictionary;} if (aEntity.CustomAttributes.Count > 0) then lArray.Members.Add(HandleAtributes_private(&library,aEntity)); {$ENDREGION} {$REGION public class method getAttributeValue(aName: NSString): NSString;} if (aEntity.CustomAttributes.Count > 0) then lArray.Members.Add(HandleAtributes_public(&library,aEntity)); {$ENDREGION} var lElementType:= ResolveDataTypeToTypeRef(&library, SafeIdentifier(aEntity.ElementType)); var lIsEnum := isEnum(&library,aEntity.ElementType); var lIsComplex := isComplex(&library, aEntity.ElementType); var lIsArray := isArray(&library, aEntity.ElementType); var lIsSimple := not (lIsEnum or lIsComplex); {$REGION method itemClass: &Class; override;} if lIsComplex then begin var l_elementType2 := ResolveDataTypeToTypeRef(&library,SafeIdentifier(aEntity.ElementType)).NotNullable; lArray.Members.Add( new CGPropertyDefinition( "itemClass", CGPredefinedTypeReference.Class.NotNullable, GetExpression := new CGTypeOfExpression(l_elementType2.AsExpression), Visibility := CGMemberVisibilityKind.Public, Virtuality := CGMemberVirtualityKind.Override, Atomic := true)); end; {$ENDREGION} {$REGION - (void)writeItem:(id)item toMessage:(ROMessage *)aMessage withIndex:(NSUInteger)index; } var lList := new List<CGStatement>; //var __item: %ARRAY_TYPE% := self.itemAtIndex(aIndex); var getItemAtIndex: CGExpression := if IsAppleSwift then new CGMethodCallExpression(new CGSelfExpression, "object", "aIndex".AsNamedIdentifierExpression.AsCallParameter("at")) else new CGArrayElementAccessExpression(new CGSelfExpression, ["aIndex".AsNamedIdentifierExpression]); if lIsSimple then begin var getItemAtIndexAsNSNumber := new CGTypeCastExpression(getItemAtIndex, "NSNumber".AsTypeReference, ThrowsException := true); case aEntity.ElementType.ToLowerInvariant of "integer": getItemAtIndex := new CGPropertyAccessExpression(getItemAtIndexAsNSNumber, "intValue"); "int64": getItemAtIndex := new CGPropertyAccessExpression(getItemAtIndexAsNSNumber, "longLongValue"); "double": getItemAtIndex := new CGPropertyAccessExpression(getItemAtIndexAsNSNumber, "doubleValue"); "boolean": getItemAtIndex := new CGPropertyAccessExpression(getItemAtIndexAsNSNumber, "boolValue"); else if IsAppleSwift then getItemAtIndex := new CGTypeCastExpression(getItemAtIndex, lElementType, ThrowsException := true); end; end else if lIsEnum then begin getItemAtIndex := new CGTypeCastExpression(getItemAtIndex, "NSNumber".AsTypeReference, ThrowsException := true); getItemAtIndex := new CGPropertyAccessExpression(getItemAtIndex, "integerValue"); getItemAtIndex := new CGTypeCastExpression(getItemAtIndex, lElementType, ThrowsException := true); end else begin getItemAtIndex := new CGTypeCastExpression(getItemAtIndex, lElementType, ThrowsException := true); end; lList.Add(new CGVariableDeclarationStatement("___item", lElementType, getItemAtIndex, &ReadOnly := true)); var lLower: String := aEntity.ElementType.ToLowerInvariant(); var lMethodName: String; if ReaderFunctions.ContainsKey(lLower) then begin lMethodName := ReaderFunctions[lLower]; end else if isArray(&library, aEntity.ElementType) then begin lMethodName := "MutableArray"; end else if isStruct(&library, aEntity.ElementType) then begin lMethodName := "Complex"; end else if lIsEnum then begin lMethodName := "Enum"; end; var lArguments := new List<CGCallParameter>; lArguments.Add("___item".AsNamedIdentifierExpression.AsCallParameter); lArguments.Add(new CGCallParameter(new CGNilExpression(), "withName")); if lIsEnum then lArguments.Add(new CGCallParameter(new CGMethodCallExpression((aEntity.ElementType+"__EnumMetaData").AsTypeReferenceExpression,"instance"), if IsAppleSwift then "as" else "asEnum")); lList.Add(new CGMethodCallExpression("aMessage".AsNamedIdentifierExpression, "write" + lMethodName, lArguments)); lArray.Members.Add( new CGMethodDefinition( "writeItem", Parameters := [new CGParameterDefinition("aItem", CGPredefinedTypeReference.Dynamic.NotNullable), new CGParameterDefinition("aMessage", "ROMessage".AsTypeReference().NotNullable, ExternalName := if IsAppleSwift then "to" else "toMessage"), new CGParameterDefinition("aIndex", NSUIntegerType, ExternalName := if IsAppleSwift then "with" else "withIndex")].ToList, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public, Statements := lList as not nullable)); {$ENDREGION} {$REGION - (id)readItemFromMessage:(ROMessage *)aMessage withIndex:(NSUInteger)index; } lList := new List<CGStatement>; lArguments:= new List<CGCallParameter>; lArguments.Add(new CGNilExpression().AsCallParameter(if IsSwift then "withName")); if lIsEnum then lArguments.Add(new CGCallParameter(new CGMethodCallExpression((aEntity.ElementType+"__EnumMetaData").AsTypeReferenceExpression,"instance"), if IsAppleSwift then "as" else "asEnum")); if lIsComplex or lIsArray then lArguments.Add(new CGCallParameter(new CGPropertyAccessExpression(nil, "itemClass"), if IsSwift then "as" else "asClass")); var lExpression: CGExpression := new CGMethodCallExpression("aMessage".AsNamedIdentifierExpression, if IsSwift then "read"+lMethodName else "read"+lMethodName+"WithName", lArguments); if lIsComplex or lIsEnum or lIsArray then lExpression := new CGTypeCastExpression(lExpression, lElementType, ThrowsException := true); lList.Add(new CGVariableDeclarationStatement("___item", lElementType, lExpression, &ReadOnly := true)); var lItem: CGExpression := "___item".AsNamedIdentifierExpression; if lIsSimple then begin case aEntity.ElementType.ToLowerInvariant of "integer": lItem := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression, "numberWithInteger", [lItem.AsCallParameter]); "int64": lItem := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression, "numberWithLongLong", [lItem.AsCallParameter]); "double": lItem := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression, "numberWithDouble", [lItem.AsCallParameter]); "boolean": lItem := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression, "numberWithBool", [lItem.AsCallParameter]); end; end else if lIsEnum then begin lItem := new CGTypeCastExpression(lItem, "NSInteger".AsTypeReference, ThrowsException := true); lItem := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression, "numberWithInteger", [lItem.AsCallParameter]); end; lList.Add(lItem.AsReturnStatement); lArray.Members.Add( new CGMethodDefinition(if IsAppleSwift then "readItem" else "readItemFromMessage", Parameters := [new CGParameterDefinition("aMessage", "ROMessage".AsTypeReference().NotNullable, ExternalName := if IsAppleSwift then "from"), new CGParameterDefinition("aIndex", NSUIntegerType, ExternalName := if IsAppleSwift then "with" else "withIndex")].ToList, ReturnType := CGPredefinedTypeReference.Dynamic.NullableNotUnwrapped, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public, Statements := lList as not nullable)); {$ENDREGION} end; method CocoaRodlCodeGen.GenerateOldStyleArray(file: CGCodeUnit; &library: RodlLibrary; aEntity: RodlArray); begin var lArray := new CGClassTypeDefinition(SafeIdentifier(aEntity.Name), "ROArray".AsTypeReference, Visibility := CGTypeVisibilityKind.Public, Comment := GenerateDocumentation(aEntity)); file.Types.Add(lArray); {$REGION private class __attributes: NSDictionary;} if (aEntity.CustomAttributes.Count > 0) then lArray.Members.Add(HandleAtributes_private(&library,aEntity)); {$ENDREGION} {$REGION public class method getAttributeValue(aName: NSString): NSString;} if (aEntity.CustomAttributes.Count > 0) then lArray.Members.Add(HandleAtributes_public(&library,aEntity)); {$ENDREGION} var lElementType:= ResolveDataTypeToTypeRef(&library,SafeIdentifier(aEntity.ElementType)); var lIsEnum := isEnum(&library,aEntity.ElementType); var lIsComplex := iif(not lIsEnum,isComplex(&library,aEntity.ElementType), false) ; var lIsSimple := not (lIsEnum or lIsComplex); {$REGION method add: %ARRAY_TYPE%;} if lIsComplex then lArray.Members.Add( new CGMethodDefinition("add", ReturnType := lElementType, Visibility := CGMemberVisibilityKind.Public, Statements:= [new CGVariableDeclarationStatement('lresult',lElementType, new CGNewInstanceExpression(lElementType)), new CGMethodCallExpression(CGInheritedExpression.Inherited, "addItem", ["lresult".AsNamedIdentifierExpression.AsCallParameter].ToList), "lresult".AsNamedIdentifierExpression.AsReturnStatement ].ToList ) ); {$ENDREGION} {$REGION method addItem(aObject: %ARRAY_TYPE%);} var lExpression : CGExpression := "aObject".AsNamedIdentifierExpression; if lIsEnum then lExpression := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression,"numberWithInt", [lExpression.AsCallParameter].ToList); if lIsSimple then lExpression := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression,"numberWith"+GetNumberFN(aEntity.ElementType), [lExpression.AsCallParameter].ToList); lArray.Members.Add( new CGMethodDefinition("addItem", [new CGMethodCallExpression(CGInheritedExpression.Inherited, "addItem", [lExpression.AsCallParameter].ToList)], Parameters := [new CGParameterDefinition("aObject", lElementType)].ToList, Visibility := CGMemberVisibilityKind.Public ) ); {$ENDREGION} {$REGION method insertItem(aObject: %ARRAY_TYPE%) atIndex(aIndex: NSUInteger);} lArray.Members.Add( new CGMethodDefinition("insertItem", [new CGMethodCallExpression(CGInheritedExpression.Inherited, "insertItem", [lExpression.AsCallParameter,new CGCallParameter("aIndex".AsNamedIdentifierExpression, "atIndex")].ToList)], Parameters := [new CGParameterDefinition("aObject", lElementType), new CGParameterDefinition("aIndex", NSUIntegerType, ExternalName := "atIndex")].ToList, Visibility := CGMemberVisibilityKind.Public ) ); {$ENDREGION} {$REGION method replaceItemAtIndex(aIndex: NSUInteger) withItem(aItem: %ARRAY_TYPE%);} lExpression := "aItem".AsNamedIdentifierExpression; if lIsEnum then lExpression := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression,"numberWithInt",[lExpression.AsCallParameter].ToList); if lIsSimple then lExpression := new CGMethodCallExpression("NSNumber".AsTypeReferenceExpression,"numberWith"+GetNumberFN(aEntity.ElementType),[lExpression.AsCallParameter].ToList); lArray.Members.Add( new CGMethodDefinition("replaceItemAtIndex", [new CGMethodCallExpression(CGInheritedExpression.Inherited, "replaceItemAtIndex", ["aIndex".AsNamedIdentifierExpression.AsCallParameter, new CGCallParameter(lExpression, "withItem")].ToList)], Parameters := [new CGParameterDefinition("aIndex", NSUIntegerType), new CGParameterDefinition("aItem", lElementType, ExternalName := "withItem")].ToList, Visibility := CGMemberVisibilityKind.Public) ); {$ENDREGION} {$REGION method itemAtIndex(aIndex: NSUInteger): %ARRAY_TYPE%;} var lList := new List<CGStatement>; if lIsComplex then begin // exit inherited itemAtIndex(aIndex) as %ARRAY_TYPE%; lList.Add(new CGTypeCastExpression( new CGMethodCallExpression(CGInheritedExpression.Inherited, "itemAtIndex", ["aIndex".AsNamedIdentifierExpression.AsCallParameter].ToList), lElementType, ThrowsException := True ).AsReturnStatement); end; if lIsSimple then begin // var __result: Integer; // __result := (inherited itemAtIndex(aIndex) as NSNumber) as %ARRAY_TYPE%; // exit __result; lList.Add(new CGVariableDeclarationStatement("___result",ResolveStdtypes(CGPredefinedTypeReference.Int32))); lList.Add(new CGAssignmentStatement( "___result".AsNamedIdentifierExpression, new CGTypeCastExpression( new CGTypeCastExpression( new CGMethodCallExpression(CGInheritedExpression.Inherited, "itemAtIndex", ["aIndex".AsNamedIdentifierExpression.AsCallParameter].ToList), "NSNumber".AsTypeReference, ThrowsException := True ), lElementType, ThrowsException := True ) )); lList.Add("___result".AsNamedIdentifierExpression.AsReturnStatement); end; if lIsEnum then begin // exit inherited itemAtIndex(aIndex).intValue; lList.Add( new CGPropertyAccessExpression( new CGMethodCallExpression(CGInheritedExpression.Inherited, "itemAtIndex", ["aIndex".AsNamedIdentifierExpression.AsCallParameter].ToList), "intValue").AsReturnStatement); end; lArray.Members.Add( new CGMethodDefinition("itemAtIndex", Parameters := [new CGParameterDefinition("aIndex", NSUIntegerType)].ToList, ReturnType := lElementType, Visibility := CGMemberVisibilityKind.Public, Reintroduced := true, Statements := lList as not nullable)); {$ENDREGION} {$REGION method itemClass: &Class; override;} if lIsComplex then begin var l_elementType2 := ResolveDataTypeToTypeRef(&library,SafeIdentifier(aEntity.ElementType)).NotNullable; lArray.Members.Add( new CGPropertyDefinition( "itemClass", CGPredefinedTypeReference.Class, GetExpression := new CGTypeOfExpression(l_elementType2.AsExpression), Visibility := CGMemberVisibilityKind.Public, Virtuality := CGMemberVirtualityKind.Override, Atomic := true)); end; {$ENDREGION} {$REGION method itemTypeName: NSString; override;} lArray.Members.Add( new CGPropertyDefinition("itemTypeName", CGPredefinedTypeReference.String.NotNullable, GetExpression := aEntity.ElementType.AsLiteralExpression, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public, Atomic := true)); {$ENDREGION} {$REGION method writeItemToMessage(aMessage: ROMessage) fromIndex(aIndex: Integer); override;} lList := new List<CGStatement>; //var __item: %ARRAY_TYPE% := self.itemAtIndex(aIndex); lList.Add(new CGVariableDeclarationStatement("___item",lElementType,new CGMethodCallExpression(new CGSelfExpression,"itemAtIndex",["aIndex".AsNamedIdentifierExpression.AsCallParameter].ToList), &ReadOnly := true)); var lLower: String := aEntity.ElementType.ToLowerInvariant(); var lMethodName: String; if ReaderFunctions.ContainsKey(lLower) then begin lMethodName := ReaderFunctions[lLower]; end else if isArray(&library, aEntity.ElementType) then begin lMethodName := "MutableArray"; end else if isStruct(&library, aEntity.ElementType) then begin lMethodName := "Complex"; end else if lIsEnum then begin lMethodName := "Enum"; end; var lArguments := new List<CGCallParameter>; lArguments.Add("___item".AsNamedIdentifierExpression.AsCallParameter); lArguments.Add(new CGCallParameter(new CGNilExpression(), "withName")); if lIsEnum then lArguments.Add(new CGCallParameter(new CGMethodCallExpression((aEntity.ElementType+"__EnumMetaData").AsTypeReferenceExpression,"instance"), if IsAppleSwift then "as" else "asEnum")); lList.Add(new CGMethodCallExpression("aMessage".AsNamedIdentifierExpression, "write" + lMethodName, lArguments)); lArray.Members.Add( new CGMethodDefinition( "writeItemToMessage", Parameters := [new CGParameterDefinition("aMessage", "ROMessage".AsTypeReference), new CGParameterDefinition("aIndex", NSUIntegerType, ExternalName :="fromIndex" )].ToList, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public, Statements := lList as not nullable)); {$ENDREGION} {$REGION method method readItemFromMessage(aMessage: ROMessage) toIndex(aIndex: Integer); override;} lList := new List<CGStatement>; // var __item: %ARRAY_TYPE%; lList.Add(new CGVariableDeclarationStatement("___item", lElementType.NotNullable, &ReadOnly := true)); lArguments:= new List<CGCallParameter>; lArguments.Add(new CGNilExpression().AsCallParameter); if lIsEnum then lArguments.Add(new CGCallParameter(new CGMethodCallExpression((aEntity.ElementType+"__EnumMetaData").AsTypeReferenceExpression,"instance"), if IsAppleSwift then "as" else "asEnum")); if lIsComplex then lArguments.Add(new CGCallParameter(new CGPropertyAccessExpression(new CGSelfExpression, "itemClass"), "asClass")); lExpression := new CGMethodCallExpression("aMessage".AsNamedIdentifierExpression, "read" + lMethodName+"WithName", lArguments); if lIsComplex then lExpression := new CGTypeCastExpression( lExpression, lElementType, ThrowsException := true); lList.Add(new CGAssignmentStatement("___item".AsNamedIdentifierExpression, lExpression)); lList.Add(new CGCommentStatement("for efficiency, assumes this is called in ascending order")); lList.Add(new CGMethodCallExpression(new CGSelfExpression, "addItem",["___item".AsNamedIdentifierExpression.AsCallParameter].ToList)); lArray.Members.Add( new CGMethodDefinition(if IsSwift then "readItem" else "readItemFromMessage", Parameters := [new CGParameterDefinition("aMessage", "ROMessage".AsTypeReference, ExternalName := if IsSwift then "from"), new CGParameterDefinition("aIndex", NSUIntegerType, ExternalName := "toIndex")].ToList, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public, Statements := lList as not nullable)); {$ENDREGION} end; method CocoaRodlCodeGen.GenerateException(file: CGCodeUnit; &library: RodlLibrary; aEntity: RodlException); begin var lancestorName := aEntity.AncestorName; if String.IsNullOrEmpty(lancestorName) then lancestorName := "ROException"; var lException := new CGClassTypeDefinition(SafeIdentifier(aEntity.Name), lancestorName.AsTypeReference, Visibility := CGTypeVisibilityKind.Public, Comment := GenerateDocumentation(aEntity)); file.Types.Add(lException); {$REGION private class class __attributes: NSDictionary;} if (aEntity.CustomAttributes.Count > 0) then lException.Members.Add(HandleAtributes_private(&library,aEntity)); {$ENDREGION} {$REGION public class method getAttributeValue(aName: NSString): NSString;} if (aEntity.CustomAttributes.Count > 0) then lException.Members.Add(HandleAtributes_public(&library,aEntity)); {$ENDREGION} {$REGION public property %fldname%: %fldtype%} for m: RodlTypedEntity in aEntity.Items do lException.Members.Add(new CGPropertyDefinition(m.Name, ResolveDataTypeToTypeRef(&library,m.DataType), Visibility:= CGMemberVisibilityKind.Public, Comment := GenerateDocumentation(m))); {$ENDREGION} {$REGION public method initWithMessage(anExceptionMessage: NSString; a%FIELD_NAME_UNSAFE%: %FIELD_TYPE%);dynamic;} var linitWithMessage := new CGConstructorDefinition("withMessage", Visibility := CGMemberVisibilityKind.Public); lException.Members.Add(linitWithMessage); var lAncestorEntity := aEntity as RodlStructEntity; var st:= new CGBeginEndBlockStatement; var llist:= new List<CGCallParameter>; while assigned(lAncestorEntity) do begin var memberlist:= new List<CGParameterDefinition>; var arlist:= new List<CGCallParameter>; for m: RodlTypedEntity in lAncestorEntity.Items do begin var lname := "a"+m.Name; memberlist.Add(new CGParameterDefinition(lname, ResolveDataTypeToTypeRef(m.OwnerLibrary,m.DataType))); if lAncestorEntity = aEntity then st.Statements.Add(new CGAssignmentStatement(new CGPropertyAccessExpression(nil, SafeIdentifier(m.Name)), lname.AsNamedIdentifierExpression)) else arlist.Add(lname.AsNamedIdentifierExpression.AsCallParameter); end; for i: Integer := memberlist.Count-1 downto 0 do linitWithMessage.Parameters.Insert(0,memberlist[i]); for i: Integer := arlist.Count-1 downto 0 do llist.Insert(0,arlist[i]); lAncestorEntity := lAncestorEntity.AncestorEntity as RodlStructEntity; end; linitWithMessage.Parameters.Insert(0,new CGParameterDefinition("anExceptionMessage", CGPredefinedTypeReference.String.NotNullable)); llist.Insert(0,"anExceptionMessage".AsNamedIdentifierExpression.AsCallParameter); linitWithMessage.Statements.Add(new CGConstructorCallStatement(CGInheritedExpression.Inherited, llist, ConstructorName := "withMessage")); linitWithMessage.Statements.Add(st.Statements); {$ENDREGION} if aEntity.Items.Count >0 then begin {$REGION public method writeToMessage(aMessage: ROMessage) withName(aName: NSString); override;} lException.Members.Add(WriteToMessage_Method(&library,aEntity)); {$ENDREGION} {$REGION public method readFromMessage(aMessage: ROMessage) withName(aName: NSString); override;} lException.Members.Add(ReadFromMessage_Method(&library,aEntity)); {$ENDREGION} end; end; method CocoaRodlCodeGen.GenerateService(file: CGCodeUnit; &library: RodlLibrary; aEntity: RodlService); begin {$REGION I%SERVICE_NAME%} var lIService := new CGInterfaceTypeDefinition(SafeIdentifier("I"+aEntity.Name), Visibility := CGTypeVisibilityKind.Public, Comment := GenerateDocumentation(aEntity)); file.Types.Add(lIService); for lop : RodlOperation in aEntity.DefaultInterface:Items do begin var m := GenerateServiceProxyMethodDeclaration(&library, lop); m.Comment := GenerateDocumentation(lop, true); lIService.Members.Add(m); end; {$ENDREGION} {$REGION %SERVICE_NAME%_Proxy} var lancestorName := aEntity.AncestorName; if String.IsNullOrEmpty(lancestorName) then lancestorName := "ROProxy" else lancestorName := lancestorName+"_Proxy"; var lServiceProxy := new CGClassTypeDefinition(SafeIdentifier(aEntity.Name+"_Proxy"), [lancestorName.AsTypeReference].ToList, [lIService.Name.AsTypeReference].ToList, Visibility := CGTypeVisibilityKind.Public ); file.Types.Add(lServiceProxy); GenerateServiceMethods(&library,aEntity, lServiceProxy); for lop : RodlOperation in aEntity.DefaultInterface:Items do lServiceProxy.Members.Add(GenerateServiceProxyMethod(&library,lop)); {$ENDREGION} {$REGION %SERVICE_NAME%_AsyncProxy} lancestorName := aEntity.AncestorName; if String.IsNullOrEmpty(lancestorName) then lancestorName := "ROAsyncProxy" else lancestorName := lancestorName+"_AsyncProxy"; var lServiceAsyncProxy := new CGClassTypeDefinition(SafeIdentifier(aEntity.Name+"_AsyncProxy"),lancestorName.AsTypeReference, Visibility := CGTypeVisibilityKind.Public ); file.Types.Add(lServiceAsyncProxy); GenerateServiceMethods(&library,aEntity,lServiceAsyncProxy); for lop : RodlOperation in aEntity.DefaultInterface:Items do begin lServiceAsyncProxy.Members.Add(GenerateServiceAsyncProxyBeginMethod(&library, lop)); lServiceAsyncProxy.Members.Add(GenerateServiceAsyncProxyBeginMethod_start(&library, lop)); lServiceAsyncProxy.Members.Add(GenerateServiceAsyncProxyBeginMethod_startWithBlock(&library, lop)); lServiceAsyncProxy.Members.Add(GenerateServiceAsyncProxyEndMethod(&library, lop)); end; {$ENDREGION} end; method CocoaRodlCodeGen.GenerateEventSink(file: CGCodeUnit; &library: RodlLibrary; aEntity: RodlEventSink); begin var lIEvent := new CGInterfaceTypeDefinition("I"+aEntity.Name, Visibility := CGTypeVisibilityKind.Public, Comment:= GenerateDocumentation(aEntity)); file.Types.Add(lIEvent); var lEventInvoker := new CGClassTypeDefinition(aEntity.Name+"_EventInvoker", "ROEventInvoker".AsTypeReference, Visibility := CGTypeVisibilityKind.Public ); lEventInvoker.Attributes.Add(new CGAttribute("objc".AsTypeReference, SafeIdentifier(aEntity.Name+"_EventInvoker").AsNamedIdentifierExpression.AsCallParameter)); file.Types.Add(lEventInvoker); for lop : RodlOperation in aEntity.DefaultInterface:Items do begin var lievent_method := new CGMethodDefinition(lop.Name, Visibility := CGMemberVisibilityKind.Public, Comment:= GenerateDocumentation(lop, true)); lIEvent.Members.Add(lievent_method); var lInParam:=new List<RodlParameter>; for m: RodlParameter in lop.Items do begin lievent_method.Parameters.Add(new CGParameterDefinition(SafeIdentifier(m.Name),ResolveDataTypeToTypeRef(library,m.DataType), Modifier := ApplyParamDirection(m.ParamFlag))); if m.ParamFlag in [ParamFlags.In,ParamFlags.InOut] then lInParam.Add(m); end; var linvk_method := new CGMethodDefinition("Invoke_"+lop.Name, Parameters := [new CGParameterDefinition("aMessage", "ROMessage".AsTypeReference), new CGParameterDefinition("aHandler", ResolveStdtypes(CGPredefinedTypeReference.Object), ExternalName := "handler")].ToList, ReturnType:= ResolveStdtypes(CGPredefinedTypeReference.Boolean), Visibility := CGMemberVisibilityKind.Public); lEventInvoker.Members.Add(linvk_method); if IsAppleSwift then begin linvk_method.Statements.Add(new CGVariableDeclarationStatement("___selPattern", "NSString".AsTypeReference().NotNullable, new CGNewInstanceExpression("NSString".AsTypeReference, [SafeIdentifier(lop.Name).AsLiteralExpression.AsCallParameter("string")].ToList))); end else begin linvk_method.Statements.Add(new CGVariableDeclarationStatement("___selPattern", "NSString".AsTypeReference, new CGMethodCallExpression("NSMutableString".AsTypeReferenceExpression, "stringWithString", [SafeIdentifier(lop.Name).AsLiteralExpression.AsCallParameter].ToList))); end; if lInParam.Count>0 then linvk_method.Statements.Add(new CGForToLoopStatement( "i", ResolveStdtypes(CGPredefinedTypeReference.Int), new CGIntegerLiteralExpression(1), new CGIntegerLiteralExpression(lInParam.Count), new CGAssignmentStatement("___selPattern".AsNamedIdentifierExpression, new CGMethodCallExpression("___selPattern".AsNamedIdentifierExpression, "stringByAppendingString", [":".AsLiteralExpression.AsCallParameter].ToList)) )); linvk_method.Statements.Add(new CGVariableDeclarationStatement("___selector", SELType, new CGMethodCallExpression(nil, "NSSelectorFromString", [ (if IsAppleSwift then new CGTypeCastExpression("___selPattern".AsNamedIdentifierExpression, "String".AsTypeReference, GuaranteedSafe := true) else "___selPattern".AsNamedIdentifierExpression).AsCallParameter].ToList), &ReadOnly := true)); var if_true:= new CGBeginEndBlockStatement; {if_true.Statements.Add(new CGVariableDeclarationStatement("__signature", "NSMethodSignature".AsTypeReference, new CGMethodCallExpression("aHandler".AsNamedIdentifierExpression, "methodSignatureForSelector", ["__selector".AsNamedIdentifierExpression.AsCallParameter].ToList)));} if IsAppleSwift then if_true.Statements.Add(new CGVariableDeclarationStatement("___invocation", "ROInvocation".AsTypeReference, new CGNewInstanceExpression("ROInvocation".AsTypeReference, ["___selector".AsNamedIdentifierExpression.AsCallParameter("selector"), "aHandler".AsNamedIdentifierExpression.AsCallParameter("object")].ToList), &ReadOnly := true)) else if_true.Statements.Add(new CGVariableDeclarationStatement("___invocation", "ROInvocation".AsTypeReference, new CGMethodCallExpression("ROInvocation".AsTypeReferenceExpression, "invocationWithSelector", ["___selector".AsNamedIdentifierExpression.AsCallParameter, "aHandler".AsNamedIdentifierExpression.AsCallParameter("object")].ToList), &ReadOnly := true)); //Indices 0 and 1 indicate the hidden arguments self and _cmd, respectively; you should set these values directly with the target and selector properties. Use indices 2 and greater for the arguments normally passed in a message. var linc := 2; for m: RodlParameter in lInParam do begin var lm_name:= "___"+SafeIdentifier(m.Name); if_true.Statements.Add(new CGVariableDeclarationStatement(lm_name,ResolveDataTypeToTypeRef(library,m.DataType),GetReaderExpression(&library,m))); if_true.Statements.Add(new CGMethodCallExpression("___invocation".AsNamedIdentifierExpression, "setArgument", [new CGCallParameter(new CGUnaryOperatorExpression(lm_name.AsNamedIdentifierExpression, CGUnaryOperatorKind.AddressOf)), new CGCallParameter(new CGIntegerLiteralExpression(linc), "atIndex")].ToList)); inc(linc); end; if_true.Statements.Add(new CGMethodCallExpression("___invocation".AsNamedIdentifierExpression,"invoke")); if_true.Statements.Add(new CGBooleanLiteralExpression(True).AsReturnStatement); linvk_method.Statements.Add(new CGIfThenElseStatement( new CGMethodCallExpression("aHandler".AsNamedIdentifierExpression,"respondsToSelector", ["___selector".AsNamedIdentifierExpression.AsCallParameter].ToList), if_true, new CGBooleanLiteralExpression(False).AsReturnStatement )); end; end; constructor CocoaRodlCodeGen; begin CodeGenTypes.Add("integer", ResolveStdtypes(CGPredefinedTypeReference.Int32)); CodeGenTypes.Add("datetime", "NSDate".AsTypeReference().NullableUnwrapped); CodeGenTypes.Add("double", ResolveStdtypes(CGPredefinedTypeReference.Double)); CodeGenTypes.Add("currency", "NSDecimalNumber".AsTypeReference().NullableUnwrapped); CodeGenTypes.Add("widestring", ResolveStdtypes(CGPredefinedTypeReference.String)); CodeGenTypes.Add("ansistring", ResolveStdtypes(CGPredefinedTypeReference.String)); CodeGenTypes.Add("int64", ResolveStdtypes(CGPredefinedTypeReference.Int64)); CodeGenTypes.Add("boolean", ResolveStdtypes(CGPredefinedTypeReference.Boolean)); CodeGenTypes.Add("variant", "ROVariant".AsTypeReference); CodeGenTypes.Add("binary", "NSData".AsTypeReference); CodeGenTypes.Add("xml", "ROXml".AsTypeReference); CodeGenTypes.Add("guid", "ROGuid".AsTypeReference); CodeGenTypes.Add("decimal", "NSDecimalNumber".AsTypeReference().NullableUnwrapped); CodeGenTypes.Add("utf8string", ResolveStdtypes(CGPredefinedTypeReference.String)); CodeGenTypes.Add("xsdatetime", "NSDate".AsTypeReference().NullableUnwrapped); ReaderFunctions.Add("integer", "Int32"); ReaderFunctions.Add("datetime", "DateTime"); ReaderFunctions.Add("double", "Double"); ReaderFunctions.Add("currency", "Currency"); ReaderFunctions.Add("widestring", "WideString"); ReaderFunctions.Add("ansistring", "AnsiString"); ReaderFunctions.Add("int64", "Int64"); ReaderFunctions.Add("decimal", "Decimal"); ReaderFunctions.Add("guid", "Guid"); ReaderFunctions.Add("utf8string", "Utf8String"); ReaderFunctions.Add("boolean", "Boolean"); ReaderFunctions.Add("variant", "Variant"); ReaderFunctions.Add("binary", "Binary"); ReaderFunctions.Add("xml", "Xml"); ReaderFunctions.Add("xsdatetime", "XsDateTime"); fCachedNumberFN.Add("integer","Int"); fCachedNumberFN.Add("double", "Double"); fCachedNumberFN.Add("int64", "LongLong"); fCachedNumberFN.Add("boolean", "Bool"); {ReservedWords.Add([ "abstract", "and", "add", "async", "as", "begin", "break", "case", "class", "const", "constructor", "continue", "delegate", "default", "div", "do", "downto", "each", "else", "empty", "end", "enum", "ensure", "event", "except", "exit", "external", "false", "final", "finalizer", "finally", "flags", "for", "forward", "function", "global", "has", "if", "implementation", "implements", "implies", "in", "index", "inline", "inherited", "interface", "invariants", "is", "iterator", "locked", "locking", "loop", "matching", "method", "mod", "namespace", "nested", "new", "nil", "not", "nullable", "of", "old", "on", "operator", "or", "out", "override", "pinned", "partial", "private", "property", "protected", "public", "reintroduce", "raise", "read", "readonly", "remove", "repeat", "require", "result", "sealed", "self", "sequence", "set", "shl", "shr", "static", "step", "then", "to", "true", "try", "type", "typeof", "until", "unsafe", "uses", "using", "var", "virtual", "where", "while", "with", "write", "xor", "yield"]);} end; constructor CocoaRodlCodeGen withSwiftDialect(aSwiftDialect: CGSwiftCodeGeneratorDialect); begin constructor; SwiftDialect := aSwiftDialect; end; method CocoaRodlCodeGen.FixUpForAppleSwift; begin // nasty hack, but so fuck it! CodeGenTypes.Remove("binary"); CodeGenTypes.Remove("datetime"); CodeGenTypes.Remove("xsdatetime"); CodeGenTypes.Add("binary", "Data".AsTypeReference); CodeGenTypes.Add("datetime", "Date".AsTypeReference); CodeGenTypes.Add("xsdatetime", "Date".AsTypeReference); end; method CocoaRodlCodeGen.HandleAtributes_private(&library: RodlLibrary; aEntity: RodlEntity): CGFieldDefinition; begin // There is no need to generate CustomAttribute-related methods if there is no custom attributes if (aEntity.CustomAttributes.Count = 0) then exit; exit new CGFieldDefinition( "___attributes", "NSDictionary".AsTypeReference, &Static := true, Visibility := CGMemberVisibilityKind.Private); end; method CocoaRodlCodeGen.HandleAtributes_public(&library: RodlLibrary; aEntity: RodlEntity): CGMethodDefinition; begin // There is no need to generate CustomAttribute-related methods if there is no custom attributes if (aEntity.CustomAttributes.Count = 0) then exit; result := new CGMethodDefinition("getAttributeValue", ReturnType := CGPredefinedTypeReference.String, Parameters := [new CGParameterDefinition("aName", CGPredefinedTypeReference.String.NotNullable)].ToList, Visibility := CGMemberVisibilityKind.Public, Virtuality := CGMemberVirtualityKind.Override, &Static := true); var l_attributes := "___attributes".AsNamedIdentifierExpression; var list:= new List<CGCallParameter>; list.Add(new CGBooleanLiteralExpression(False).AsCallParameter); for l_key: String in aEntity.CustomAttributes.Keys do begin list.Add(EscapeString(l_key.ToLowerInvariant).AsLiteralExpression.AsCallParameter); list.Add(EscapeString(aEntity.CustomAttributes[l_key]).AsLiteralExpression.AsCallParameter); end; if not IsAppleSwift then list.Add(new CGNilExpression().AsCallParameter); result.Statements.Add(new CGIfThenElseStatement( new CGAssignedExpression(l_attributes, Inverted := true), new CGAssignmentStatement(l_attributes, new CGMethodCallExpression(nil,"DictionaryFromNameValueList", list) ))); result.Statements.Add(new CGMethodCallExpression(l_attributes, "objectForKey", [new CGMethodCallExpression("aName".AsNamedIdentifierExpression, "lowercaseString").AsCallParameter].ToList).AsReturnStatement); end; method CocoaRodlCodeGen.WriteToMessage_Method(&library: RodlLibrary; aEntity: RodlStructEntity): CGMethodDefinition; begin //method writeToMessage(aMessage: ROMessage) withName(aName: NSString); override; result := new CGMethodDefinition(if IsSwift then "write" else "writeToMessage", Parameters := [new CGParameterDefinition("aMessage","ROMessage".AsTypeReference().NotNullable, ExternalName := if IsSwift then "to"), new CGParameterDefinition("aName", ResolveStdtypes(CGPredefinedTypeReference.String), ExternalName := "withName")].ToList, Visibility := CGMemberVisibilityKind.Public); if not (aEntity is RodlException) then result.Virtuality := CGMemberVirtualityKind.Override; var lIfRecordStrictOrder_True := new CGBeginEndBlockStatement; var lIfRecordStrictOrder_False := new CGBeginEndBlockStatement; var lIfRecordStrictOrder := new CGIfThenElseStatement( new CGPropertyAccessExpression("aMessage".AsNamedIdentifierExpression, "useStrictFieldOrderForStructs"), lIfRecordStrictOrder_True, lIfRecordStrictOrder_False ); result.Statements.Add(lIfRecordStrictOrder); if assigned(aEntity.AncestorEntity) then begin lIfRecordStrictOrder_True.Statements.Add( new CGMethodCallExpression(CGInheritedExpression.Inherited, if IsSwift then "write" else "writeToMessage", ["aMessage".AsNamedIdentifierExpression.AsCallParameter(if IsSwift then "to"), new CGCallParameter("aName".AsNamedIdentifierExpression, "withName")].ToList) ); end; var lSortedFields := new Dictionary<String,RodlField>; var lAncestorEntity := aEntity.AncestorEntity as RodlStructEntity; while assigned(lAncestorEntity) do begin for field: RodlField in lAncestorEntity.Items do lSortedFields.Add(field.Name.ToLowerInvariant, field); lAncestorEntity := lAncestorEntity.AncestorEntity as RodlStructEntity; end; for field: RodlField in aEntity.Items do if not lSortedFields.ContainsKey(field.Name.ToLowerInvariant) then begin lSortedFields.Add(field.Name.ToLowerInvariant, field); lIfRecordStrictOrder_True.Statements.Add(GetWriterStatement(library, field, false)); end; for lvalue: String in lSortedFields.Keys.ToList.Sort_OrdinalIgnoreCase(b->b) do lIfRecordStrictOrder_False.Statements.Add(GetWriterStatement(library, lSortedFields.Item[lvalue], false)); end; method CocoaRodlCodeGen.ReadFromMessage_Method(&library: RodlLibrary; aEntity: RodlStructEntity): CGMethodDefinition; begin //method readFromMessage(aMessage: ROMessage) withName(aName: NSString); override; result := new CGMethodDefinition(if IsSwift then "read" else "readFromMessage", Parameters := [new CGParameterDefinition("aMessage","ROMessage".AsTypeReference().NotNullable, ExternalName := if IsSwift then "from"), new CGParameterDefinition("aName", ResolveStdtypes(CGPredefinedTypeReference.String), ExternalName :="withName")].ToList, Visibility := CGMemberVisibilityKind.Public); if not (aEntity is RodlException) then result.Virtuality := CGMemberVirtualityKind.Override; var lIfRecordStrictOrder_True := new CGBeginEndBlockStatement; var lIfRecordStrictOrder_False := new CGBeginEndBlockStatement; var lIfRecordStrictOrder := new CGIfThenElseStatement( new CGPropertyAccessExpression("aMessage".AsNamedIdentifierExpression, "useStrictFieldOrderForStructs"), lIfRecordStrictOrder_True, lIfRecordStrictOrder_False ); result.Statements.Add(lIfRecordStrictOrder); if assigned(aEntity.AncestorEntity) then begin lIfRecordStrictOrder_True.Statements.Add( new CGMethodCallExpression(CGInheritedExpression.Inherited, if IsSwift then "read" else "readFromMessage", ["aMessage".AsNamedIdentifierExpression.AsCallParameter(if IsSwift then "from"), new CGCallParameter("aName".AsNamedIdentifierExpression, "withName")].ToList) ); end; var lSortedFields := new Dictionary<String,RodlField>; var lAncestorEntity := aEntity.AncestorEntity as RodlStructEntity; while assigned(lAncestorEntity) do begin for field: RodlField in lAncestorEntity.Items do lSortedFields.Add(field.Name.ToLowerInvariant, field); lAncestorEntity := lAncestorEntity.AncestorEntity as RodlStructEntity; end; for field: RodlField in aEntity.Items do if not lSortedFields.ContainsKey(field.Name.ToLowerInvariant) then begin lSortedFields.Add(field.Name.ToLowerInvariant, field); lIfRecordStrictOrder_True.Statements.Add(GetReaderStatement(library, field)); end; for lvalue: String in lSortedFields.Keys.ToList.Sort_OrdinalIgnoreCase(b->b) do lIfRecordStrictOrder_False.Statements.Add(GetReaderStatement(library, lSortedFields.Item[lvalue])); end; method CocoaRodlCodeGen.GetWriterStatement(&library: RodlLibrary; aEntity: RodlTypedEntity; aVariableName: String := "aMessage"; isMethod: Boolean; aInOnly: Boolean := false): CGStatement; begin var lLower: String := aEntity.DataType.ToLowerInvariant(); var lMethodName: String; var lIsEnum := isEnum(&library,aEntity.DataType); var lIsComplex := iif(not lIsEnum,isComplex(&library,aEntity.DataType), false); var lIsSimple := not (lIsEnum or lIsComplex); if lIsEnum then lMethodName := "Enum" else if isArray(&library, aEntity.DataType) then lMethodName := "MutableArray" else if isStruct(&library, aEntity.DataType) then lMethodName := "Complex" else if ReaderFunctions.ContainsKey(lLower) then lMethodName := ReaderFunctions[lLower] else lMethodName := "UnknownType"; var lIdentifier : CGExpression := if isMethod then SafeIdentifier(aEntity.Name).AsNamedIdentifierExpression else new CGPropertyAccessExpression(nil, SafeIdentifier(aEntity.Name)); if aEntity is RodlParameter then lIdentifier := ApplyParamDirectionExpression(lIdentifier,RodlParameter(aEntity).ParamFlag, aInOnly); if lIsComplex or lIsSimple then begin exit new CGMethodCallExpression(aVariableName.AsNamedIdentifierExpression, "write" + lMethodName, [lIdentifier.AsCallParameter, new CGCallParameter(CleanedWsdlName(aEntity.Name).AsLiteralExpression, "withName")].ToList); end else if lIsEnum then begin //aMessage.write%FIELD_READER_WRITER%(Integer(%FIELD_NAME%)) withName("%FIELD_NAME_UNSAFE%") asEnum(%FIELD_TYPE_RAW%__EnumMetaData.instance); exit new CGMethodCallExpression(aVariableName.AsNamedIdentifierExpression, "write" + lMethodName, [if IsAppleSwift then new CGPropertyAccessExpression(lIdentifier, "rawValue").AsCallParameter else new CGTypeCastExpression(lIdentifier, NSUIntegerType, ThrowsException := true).AsCallParameter, new CGCallParameter(CleanedWsdlName(aEntity.Name).AsLiteralExpression, "withName"), new CGCallParameter(new CGMethodCallExpression((aEntity.DataType+"__EnumMetaData").AsTypeReferenceExpression, "instance"), if IsAppleSwift then "as" else "asEnum")].ToList); end else begin raise new Exception(String.Format("unknown type: {0}",[aEntity.DataType])); end; end; method CocoaRodlCodeGen.GetReaderStatement(&library: RodlLibrary; aEntity: RodlTypedEntity; aVariableName: String := "aMessage"): CGStatement; begin exit new CGAssignmentStatement(new CGPropertyAccessExpression(nil, SafeIdentifier(aEntity.Name)), GetReaderExpression(&library,aEntity,aVariableName)); end; method CocoaRodlCodeGen.GetReaderExpression(&library: RodlLibrary; aEntity: RodlTypedEntity; aVariableName: String := "aMessage"): CGExpression; begin var lLower: String := aEntity.DataType.ToLowerInvariant(); var lMethodName: String; var lIsEnum := isEnum(&library,aEntity.DataType); var lIsComplex := iif(not lIsEnum,isComplex(&library,aEntity.DataType), false); var lIsArray := isArray(&library, aEntity.DataType); var lIsStruct := isStruct(&library, aEntity.DataType); var lIsSimple := not (lIsEnum or lIsComplex); if lIsEnum then lMethodName := "Enum" else if lIsArray then lMethodName := "MutableArray" else if lIsStruct then lMethodName := "Complex" else if ReaderFunctions.ContainsKey(lLower) then lMethodName := ReaderFunctions[lLower] else lMethodName := "UnknownType"; var lNameString := CleanedWsdlName(aEntity.Name).AsLiteralExpression.AsCallParameter(if IsSwift then "withName"); if isClassType(library, aEntity.DataType) then begin // %FIELD_NAME% := aMessage.read%FIELD_READER_WRITER%WithName("%FIELD_NAME_UNSAFE%") asClass(%FIELD_TYPE_NAME%.class) as %FIELD_TYPE_NAME%; var lType := ResolveDataTypeToTypeRef(&library, aEntity.DataType);//.NotNullabeCopy; if lIsComplex or lIsArray then begin //var l_type1:= ResolveDataTypeToTypeRef(&library, aEntity.DataType).NotNullable; var lArgument1 := new CGCallParameter(new CGTypeOfExpression(lType.AsExpression), if IsSwift then "as" else "asClass"); var l_methodCall := new CGMethodCallExpression(aVariableName.AsNamedIdentifierExpression, if IsSwift then "read"+lMethodName else "read"+lMethodName+"WithName", [lNameString, lArgument1].ToList); exit new CGTypeCastExpression(l_methodCall, lType, ThrowsException := true) end else begin var l_methodCall := new CGMethodCallExpression(aVariableName.AsNamedIdentifierExpression, if IsSwift then "read"+lMethodName else "read"+lMethodName+"WithName", [lNameString].ToList); exit l_methodCall; end; end else if lIsEnum then begin // %FIELD_NAME% := %FIELD_TYPE_RAW%(aMessage.read%FIELD_READER_WRITER%WithName("%FIELD_NAME_UNSAFE%") asEnum(%FIELD_TYPE_RAW%__EnumMetaData.instance)); var lType := ResolveDataTypeToTypeRef(&library, aEntity.DataType); var lArgument1 := new CGCallParameter(new CGMethodCallExpression((SafeIdentifier(aEntity.DataType)+"__EnumMetaData").AsTypeReferenceExpression,"instance"), "asEnum"); var lMethodCall := new CGMethodCallExpression(aVariableName.AsNamedIdentifierExpression, if IsSwift then "read"+lMethodName else "read"+lMethodName+"WithName", [lNameString, lArgument1].ToList); if IsAppleSwift then exit new CGUnaryOperatorExpression(new CGNewInstanceExpression(lType, lMethodCall.AsCallParameter("rawValue")), CGUnaryOperatorKind.ForceUnwrapNullable) else exit new CGTypeCastExpression(lMethodCall, lType, ThrowsException := true); end else if lIsSimple then begin exit new CGMethodCallExpression(aVariableName.AsNamedIdentifierExpression, if IsSwift then "read"+lMethodName else "read"+lMethodName+"WithName", [lNameString].ToList); end else begin raise new Exception(String.Format("unknown type: {0}",[aEntity.DataType])); end; end; method CocoaRodlCodeGen.isClassType(&library: RodlLibrary; dataType: String): Boolean; begin exit not (fCachedNumberFN.ContainsKey(dataType.ToLowerInvariant) or isEnum(&library,dataType)); end; method CocoaRodlCodeGen.GetNumberFN(dataType: String): String; begin var ln := dataType.ToLowerInvariant; if fCachedNumberFN.ContainsKey(ln) then exit fCachedNumberFN[ln] else exit "-"; end; method CocoaRodlCodeGen.ApplyParamDirection(paramFlag: ParamFlags; aInOnly: Boolean := false): CGParameterModifierKind; begin case paramFlag of ParamFlags.In: exit CGParameterModifierKind.In; ParamFlags.InOut: exit if aInOnly then CGParameterModifierKind.In else CGParameterModifierKind.Var; ParamFlags.Out: exit CGParameterModifierKind.Out; ParamFlags.Result: raise new Exception("problem with ParamFlags.Result"); end; end; method CocoaRodlCodeGen.GenerateServiceProxyMethod(&library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; begin result := GenerateServiceProxyMethodDeclaration(&library,aEntity); var lInParameters := new List<RodlParameter>; var lOutParameters := new List<RodlParameter>; for p: RodlParameter in aEntity.Items do begin if p.ParamFlag in [ParamFlags.In,ParamFlags.InOut] then lInParameters.Add(p); if p.ParamFlag in [ParamFlags.Out,ParamFlags.InOut] then lOutParameters.Add(p); end; if assigned(aEntity.Result) then begin result.Statements.Add(new CGVariableDeclarationStatement("___result",result.ReturnType)); end; result.Statements.Add(new CGVariableDeclarationStatement("___localMessage", "ROMessage".AsTypeReference, new CGTypeCastExpression(new CGMethodCallExpression(new CGPropertyAccessExpression(new CGSelfExpression(), "___message") , "copy"), "ROMessage".AsTypeReference(), ThrowsException := true), &ReadOnly := true)); GenerateOperationAttribute(&library,aEntity,result.Statements); result.Statements.Add(new CGMethodCallExpression("___localMessage".AsNamedIdentifierExpression, if IsAppleSwift then "initialize" else "initializeAsRequestMessage", [new CGPropertyAccessExpression(new CGSelfExpression, "___clientChannel").AsCallParameter(if IsAppleSwift then "asRequest"), new CGCallParameter(library.Name.AsLiteralExpression, "libraryName"), new CGCallParameter(new CGMethodCallExpression(new CGSelfExpression(), "__getActiveInterfaceName"), "interfaceName"), new CGCallParameter(SafeIdentifier(aEntity.Name).AsLiteralExpression, "messageName")].ToList )); // Apple Swift can't do and doesn't need the try/finally var lTryStatements := new List<CGStatement>; var lFinallyStatements := if SwiftDialect = CGSwiftCodeGeneratorDialect.Silver then new List<CGStatement> else lTryStatements; for p: RodlParameter in lInParameters do lTryStatements.Add(GetWriterStatement(&library, p, "___localMessage", true)); lTryStatements.Add(new CGMethodCallExpression("___localMessage".AsNamedIdentifierExpression, "finalizeMessage")); lTryStatements.Add(new CGMethodCallExpression(new CGPropertyAccessExpression(new CGSelfExpression, "___clientChannel"), "dispatch", ["___localMessage".AsNamedIdentifierExpression.AsCallParameter].ToList)); if assigned(aEntity.Result) then lTryStatements.Add(new CGAssignmentStatement("___result".AsNamedIdentifierExpression, GetReaderExpression(&library,aEntity.Result,"___localMessage"))); for p: RodlParameter in lOutParameters do lTryStatements.Add(new CGAssignmentStatement( ApplyParamDirectionExpression(p.Name.AsNamedIdentifierExpression, p.ParamFlag), GetReaderExpression(&library, p ,"___localMessage") )); var lSelfMessage := new CGPropertyAccessExpression(new CGSelfExpression, "___message"); lFinallyStatements.Add(new CGMethodCallExpression(nil, "objc_sync_enter", [lSelfMessage.AsCallParameter].ToList)); lFinallyStatements.Add(new CGAssignmentStatement(new CGPropertyAccessExpression(lSelfMessage, "clientID"), new CGPropertyAccessExpression("___localMessage".AsNamedIdentifierExpression, "clientID"))); lFinallyStatements.Add(new CGMethodCallExpression(nil,"objc_sync_exit", [lSelfMessage.AsCallParameter].ToList)); if SwiftDialect = CGSwiftCodeGeneratorDialect.Silver then begin result.Statements.Add(new CGTryFinallyCatchStatement(lTryStatements, FinallyStatements:= lFinallyStatements as not nullable)); end else begin result.Statements.Add(lTryStatements); end; if assigned(aEntity.Result) then result.Statements.Add("___result".AsNamedIdentifierExpression.AsReturnStatement); end; method CocoaRodlCodeGen.GenerateServiceProxyMethodDeclaration(&library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; begin result:= new CGMethodDefinition(SafeIdentifier(aEntity.Name), Visibility := CGMemberVisibilityKind.Public); for p: RodlParameter in aEntity.Items do begin if p.ParamFlag in [ParamFlags.In, ParamFlags.InOut, ParamFlags.Out] then result.Parameters.Add(new CGParameterDefinition(p.Name, ResolveDataTypeToTypeRef(&library, p.DataType), Modifier := ApplyParamDirection(p.ParamFlag))); end; if assigned(aEntity.Result) then result.ReturnType := ResolveDataTypeToTypeRef(&library, aEntity.Result.DataType); end; method CocoaRodlCodeGen.GenerateServiceAsyncProxyBeginMethod(&library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; begin result := GenerateServiceAsyncProxyBeginMethodDeclaration(&library ,aEntity); GenerateServiceAsyncProxyBeginMethod_Body(&library,aEntity,result.Statements); // exit self.___clientChannel.asyncDispatch(___localMessage) withProxy(self) start(true); result.Statements.Add(new CGMethodCallExpression( new CGPropertyAccessExpression(new CGSelfExpression,"___clientChannel"), "asyncDispatch", ["___localMessage".AsNamedIdentifierExpression.AsCallParameter, new CGCallParameter(new CGSelfExpression(), if IsSwift then "with" else "withProxy"), new CGCallParameter(new CGBooleanLiteralExpression(True), "start")].ToList ).AsReturnStatement); end; method CocoaRodlCodeGen.GenerateServiceAsyncProxyEndMethod(&library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; begin result := new CGMethodDefinition("end" + PascalCase(aEntity.Name), Visibility := CGMemberVisibilityKind.Public); result.Parameters.Add(new CGParameterDefinition("___asyncRequest", "ROAsyncRequest".AsTypeReference)); var lOutParameters := new List<RodlParameter>; for p: RodlParameter in aEntity.Items do begin if p.ParamFlag in [ParamFlags.Out,ParamFlags.InOut] then begin lOutParameters.Add(p); result.Parameters.Add(new CGParameterDefinition(p.Name, ResolveDataTypeToTypeRef(&library, p.DataType), Modifier := CGParameterModifierKind.Out)); // end* metbods are always "out" end; end; if assigned(aEntity.Result) then begin result.ReturnType := ResolveDataTypeToTypeRef(&library, aEntity.Result.DataType); end; if assigned(aEntity.Result) then result.Statements.Add(new CGVariableDeclarationStatement("___result", result.ReturnType) ); result.Statements.Add(new CGVariableDeclarationStatement("___localMessage", "ROMessage".AsTypeReference, new CGPropertyAccessExpression("___asyncRequest".AsNamedIdentifierExpression, "responseMessage"), &ReadOnly := true)); GenerateOperationAttribute(&library,aEntity,Result.Statements); if assigned(aEntity.Result) then result.Statements.Add(new CGAssignmentStatement("___result".AsNamedIdentifierExpression, GetReaderExpression(&library,aEntity.Result,"___localMessage"))); for p: RodlParameter in lOutParameters do result.Statements.Add(new CGAssignmentStatement( ApplyParamDirectionExpression(p.Name.AsNamedIdentifierExpression,p.ParamFlag), GetReaderExpression(&library,p,"___localMessage") )); var lSelfMessage := new CGPropertyAccessExpression(new CGSelfExpression, "___message"); result.Statements.Add(new CGMethodCallExpression(nil, "objc_sync_enter", [lSelfMessage.AsCallParameter].ToList)); result.Statements.Add(new CGAssignmentStatement(new CGPropertyAccessExpression(lSelfMessage,"clientID"), new CGPropertyAccessExpression("___localMessage".AsNamedIdentifierExpression, "clientID"))); result.Statements.Add(new CGMethodCallExpression(nil,"objc_sync_exit", [lSelfMessage.AsCallParameter].ToList)); if assigned(aEntity.Result) then result.Statements.Add("___result".AsNamedIdentifierExpression.AsReturnStatement); end; method CocoaRodlCodeGen.GenerateServiceAsyncProxyBeginMethodDeclaration(&library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; begin result := new CGMethodDefinition("begin" + PascalCase(aEntity.Name), Visibility := CGMemberVisibilityKind.Public, ReturnType := "ROAsyncRequest".AsTypeReference); if IsSwift then result.Attributes.Add(new CGAttribute("discardableResult".AsTypeReference)); for p: RodlParameter in aEntity.Items do begin if p.ParamFlag in [ParamFlags.In,ParamFlags.InOut] then result.Parameters.Add(new CGParameterDefinition(p.Name, ResolveDataTypeToTypeRef(&library, p.DataType), Modifier := ApplyParamDirection(p.ParamFlag, true))); end; end; method CocoaRodlCodeGen.GenerateOperationAttribute(&library: RodlLibrary; aEntity: RodlOperation; Statements: List<CGStatement>); begin var ld := Operation_GetAttributes(&library, aEntity); if ld.Count > 0 then begin var list:= new List<CGCallParameter>; list.Add(new CGBooleanLiteralExpression(False).AsCallParameter); for l_key: String in ld.Keys do begin list.Add(EscapeString(l_key.ToLowerInvariant).AsLiteralExpression.AsCallParameter); list.Add(EscapeString(ld[l_key]).AsLiteralExpression.AsCallParameter); end; if not IsAppleSwift then list.Add(new CGNilExpression().AsCallParameter); Statements.Add(new CGMethodCallExpression("___localMessage".AsNamedIdentifierExpression, "setupAttributes", [new CGMethodCallExpression(nil,"DictionaryFromNameValueList",list).AsCallParameter].ToList)); end; end; method CocoaRodlCodeGen.GenerateServiceMethods(&library: RodlLibrary; aEntity: RodlService; service: CGClassTypeDefinition); begin {$REGION method __getInterfaceName: NSString; override;} service.Members.Add( new CGMethodDefinition("__getInterfaceName", [SafeIdentifier(aEntity.Name).AsLiteralExpression.AsReturnStatement], ReturnType := CGPredefinedTypeReference.String.NotNullable, Virtuality := CGMemberVirtualityKind.Override, Visibility := CGMemberVisibilityKind.Public ) ); {$ENDREGION} end; method CocoaRodlCodeGen.GenerateServiceAsyncProxyBeginMethod_start(&library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; begin result := GenerateServiceAsyncProxyBeginMethodDeclaration(&library, aEntity); if result.Parameters.Count = 0 then result.Name := result.Name+ "__start"; result.Parameters.Add(new CGParameterDefinition("___start", ResolveStdtypes(CGPredefinedTypeReference.Boolean), ExternalName := if result.Parameters.Count > 0 then "start")); GenerateServiceAsyncProxyBeginMethod_Body(&library,aEntity,result.Statements); result.Statements.Add(new CGMethodCallExpression( new CGPropertyAccessExpression(new CGSelfExpression(),"___clientChannel"), "asyncDispatch", ["___localMessage".AsNamedIdentifierExpression.AsCallParameter, new CGCallParameter(new CGSelfExpression(), if IsSwift then "with" else "withProxy"), new CGCallParameter("___start".AsNamedIdentifierExpression, "start")].ToList ).AsReturnStatement); end; method CocoaRodlCodeGen.GenerateServiceAsyncProxyBeginMethod_startWithBlock(&library: RodlLibrary; aEntity: RodlOperation): CGMethodDefinition; begin result := GenerateServiceAsyncProxyBeginMethodDeclaration(&library, aEntity); if result.Parameters.Count = 0 then result.Name := result.Name+ "__startWithBlock"; var bl := new CGInlineBlockTypeReference (new CGBlockTypeDefinition('',Parameters := [new CGParameterDefinition("request", "ROAsyncRequest".AsTypeReference(CGTypeNullabilityKind.NullableNotUnwrapped))].ToList)); result.Parameters.Add(new CGParameterDefinition("___block", bl, ExternalName := if result.Parameters.Count > 0 then (if IsAppleSwift then "startWith" else "startWithBlock"))); GenerateServiceAsyncProxyBeginMethod_Body(&library,aEntity,result.Statements); result.Statements.Add(new CGMethodCallExpression( new CGPropertyAccessExpression(new CGSelfExpression(),"___clientChannel"), "asyncDispatch", ["___localMessage".AsNamedIdentifierExpression.AsCallParameter, new CGCallParameter(new CGSelfExpression(), if IsSwift then "with" else "withProxy"), new CGCallParameter("___block".AsNamedIdentifierExpression, (if IsAppleSwift then "startWith" else "startWithBlock"))].ToList ).AsReturnStatement); end; method CocoaRodlCodeGen.ApplyParamDirectionExpression(aExpr: CGExpression; paramFlag: ParamFlags; aInOnly: Boolean := false): CGExpression; begin if Generator is CGObjectiveCCodeGenerator then begin case paramFlag of ParamFlags.In: exit aExpr; ParamFlags.InOut: exit if aInOnly then aExpr else new CGPointerDereferenceExpression(aExpr); ParamFlags.Out: exit new CGPointerDereferenceExpression(aExpr); ParamFlags.Result: raise new Exception("problem with ParamFlags.Result"); end; end else exit aExpr; end; method CocoaRodlCodeGen.GenerateServiceAsyncProxyBeginMethod_Body(&library: RodlLibrary; aEntity: RodlOperation; Statements: List<CGStatement>); begin Statements.Add(new CGVariableDeclarationStatement("___localMessage", "ROMessage".AsTypeReference, new CGTypeCastExpression(new CGMethodCallExpression(new CGPropertyAccessExpression(new CGSelfExpression(), "___message") , "copy"), "ROMessage".AsTypeReference(), ThrowsException := true), &ReadOnly := true)); GenerateOperationAttribute(&library,aEntity,Statements); Statements.Add( new CGMethodCallExpression("___localMessage".AsNamedIdentifierExpression, if IsAppleSwift then "initialize" else "initializeAsRequestMessage", [new CGCallParameter(new CGPropertyAccessExpression(new CGSelfExpression,"___clientChannel"), Name := if IsAppleSwift then "asRequest"), new CGCallParameter(library.Name.AsLiteralExpression, "libraryName"), new CGCallParameter(new CGMethodCallExpression(new CGSelfExpression(), "__getActiveInterfaceName"), "interfaceName"), new CGCallParameter(SafeIdentifier(aEntity.Name).AsLiteralExpression, "messageName")].ToList)); for p: RodlParameter in aEntity.Items do if p.ParamFlag in [ParamFlags.In,ParamFlags.InOut] then Statements.Add(GetWriterStatement(&library,p,"___localMessage", true, true)); Statements.Add(new CGMethodCallExpression("___localMessage".AsNamedIdentifierExpression, "finalizeMessage")); end; method CocoaRodlCodeGen.GetIncludesNamespace(library: RodlLibrary): String; begin if assigned(library.Includes) then begin if IsObjC then exit library.Includes.ObjCModule else exit library.Includes.CocoaModule; end; exit inherited GetIncludesNamespace(library); end; method CocoaRodlCodeGen.GetGlobalName(library: RodlLibrary): String; begin exit library.Name+"_Defines"; end; method CocoaRodlCodeGen.AddGlobalConstants(file: CGCodeUnit; library: RodlLibrary); begin file.Globals.Add(new CGFieldDefinition("TargetNamespace", CGPredefinedTypeReference.String.NotNullable, Constant := true, Visibility := CGMemberVisibilityKind.Public, Initializer := if assigned(targetNamespace) then targetNamespace.AsLiteralExpression).AsGlobal()); for lentity: RodlEntity in &library.EventSinks.Items do begin if not EntityNeedsCodeGen(lentity) then Continue; var lName := lentity.Name; file.Globals.Add(new CGFieldDefinition(String.Format("EID_{0}",[lName]), CGPredefinedTypeReference.String.NotNullable, Constant := true, Visibility := CGMemberVisibilityKind.Public, Initializer := lName.AsLiteralExpression).AsGlobal); end; end; end.
unit Unit1; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, Vcl.StdCtrls; type TForm1 = class(TForm) ButtonMyAdd: TButton; EditValue1: TEdit; EditValue2: TEdit; EditResult: TEdit; LabelAnd: TLabel; LabelResult: TLabel; ButtonMySub: TButton; procedure ButtonMyAddClick(Sender: TObject); procedure ButtonMySubClick(Sender: TObject); private { Private declarations } public { Public declarations } function MyAdd(txt1, txt2: string): string; function MySub(txt1, txt2: string): string; end; var Form1: TForm1; implementation {$R *.dfm} procedure TForm1.ButtonMyAddClick(Sender: TObject); begin EditResult.Text := MyAdd(EditValue1.Text, EditValue2.Text); end; procedure TForm1.ButtonMySubClick(Sender: TObject); begin EditResult.Text := MySub(EditValue1.Text, EditValue2.Text); end; function TForm1.MyAdd(txt1: string; txt2: string): string; var x, y, r: Integer; begin x := StrToInt(txt1); y := StrToInt(txt2); r := x + y; result := r.ToString(); end; function TForm1.MySub(txt1: string; txt2: string): string; var x, y, r: Integer; begin x := StrToInt(txt1); y := StrToInt(txt2); r := x - y; result := r.ToString(); end; end.
unit uArquivoUDL; interface uses System.Classes, System.SysUtils, System.IniFiles; type TArquivoUdl = class private FDataSource: string; FsecurityInfo: Boolean; FuserId: string; Fcatalogo: string; Fpassword: string; FintegratedSecurity: string; public property dataSource : string read FDataSource; property catalogo : string read Fcatalogo; property userId : string read FuserId; property password : string read Fpassword; property securityInfo : Boolean read FsecurityInfo; property integratedSecurity : string read FintegratedSecurity; constructor create(AUdlFile: String); end; implementation { TArquivoUdl } constructor TArquivoUdl.create(AUdlFile: String); var iniFile : TIniFile; parametros: string; lista : TStringList; begin try lista := TStringList.Create; iniFile := TIniFile.Create(AUdlFile); parametros := iniFile.ReadString('oledb','Provider',''); with lista do begin StrictDelimiter := True; Delimiter := ';'; DelimitedText := parametros; FDataSource := Values['Data Source']; Fcatalogo := Values['Initial Catalog']; FuserId := Values['User ID']; Fpassword := Values['Password']; FsecurityInfo := StrToBool(Values['Persist Security Info']); FintegratedSecurity := Values['Integrated Security']; end; finally FreeAndNil(iniFile); FreeAndNil(lista); end; end; end.
unit Ths.Erp.Database.Connection.Settings; interface {$I ThsERP.inc} uses Vcl.Forms, System.SysUtils, System.IniFiles; type TConnSettings = class private FLanguage: string; FDBUserPassword: UnicodeString; FDBPortNo: Integer; FDBUserName: UnicodeString; FSQLServer: UnicodeString; FDatabaseName: UnicodeString; FAppName: UnicodeString; protected public property Language: UnicodeString read FLanguage write FLanguage; property SQLServer: UnicodeString read FSQLServer write FSQLServer; property DatabaseName: UnicodeString read FDatabaseName write FDatabaseName; property DBUserName: UnicodeString read FDBUserName write FDBUserName; property DBUserPassword: UnicodeString read FDBUserPassword write FDBUserPassword; property DBPortNo: Integer read FDBPortNo write FDBPortNo; property AppName: UnicodeString read FAppName write FAppName; procedure ReadFromFile(); procedure SaveToFile(); end; implementation uses Ths.Erp.Constants; { TConnSettings } procedure TConnSettings.ReadFromFile(); var iniFile: TIniFile; begin iniFile := TIniFile.Create(ExtractFilePath(Application.ExeName) + PATH_SETTINGS + '\' + 'GlobalSettings.ini'); try Self.FLanguage := iniFile.ReadString('ConnectionSettings', 'Language', ''); Self.FSQLServer := iniFile.ReadString('ConnectionSettings', 'SQLServer', ''); Self.FDatabaseName := iniFile.ReadString('ConnectionSettings', 'DatabaseName', ''); Self.FDBUserName := iniFile.ReadString('ConnectionSettings', 'DBUserName', ''); Self.FDBUserPassword := iniFile.ReadString('ConnectionSettings', 'DBUserPassword', ''); Self.DBPortNo := iniFile.ReadInteger('ConnectionSettings', 'DBPortNo', 0); finally iniFile.Free; end; end; procedure TConnSettings.SaveToFile(); var iniFile: TIniFile; begin iniFile := TIniFile.Create(ExtractFilePath(Application.ExeName) + 'Settings' + '\' + 'GlobalSettings.ini'); try iniFile.WriteString('ConnectionSettings', 'Language', Self.FLanguage); iniFile.WriteString('ConnectionSettings', 'SQLServer', Self.FSQLServer); iniFile.WriteString('ConnectionSettings', 'DatabaseName', Self.DatabaseName); iniFile.WriteString('ConnectionSettings', 'DBUserName', Self.DBUserName); iniFile.WriteString('ConnectionSettings', 'DBUserPassword', Self.DBUserPassword); iniFile.WriteInteger('ConnectionSettings', 'DBPortNo', Self.DBPortNo); finally iniFile.Free; end; end; end.
unit New_Crt; INTERFACE const BW40 = 0; CO40 = 1; BW80 = 2; CO80 = 3; C40 = CO40; C80 = CO80; Black = 0; Blue = 1; Green = 2; Cyan = 3; Red = 4; Magenta = 5; Brown = 6; LightGray = 7; DarkGray = 8; LightBlue = 9; LightGreen = 10; LightCyan = 11; LightRed = 12; LightMagenta = 13; Yellow = 14; White = 15; Blink = 128; TextAttr : Byte = 7; LastMode : Word = C80; procedure Crt_Init; function KeyPressed: Boolean; function ReadKey: Char; procedure TextMode(Mode: Integer); procedure GotoXY(X,Y: Byte); function WhereX: Byte; function WhereY: Byte; procedure ClrScr; procedure ClrEol; procedure InsLine; procedure DelLine; procedure TextColor(Color: Byte); procedure TextBackground(Color: Byte); procedure LowVideo; procedure HighVideo; procedure NormVideo; procedure Delay(MS: Word); procedure Sound(Hz: Word); procedure NoSound; IMPLEMENTATION uses Dos; const DelayCnt : LongInt = 0; ScanCode : Byte = 0; procedure WriteChar(Cr : string); assembler; asm push bp mov ah,3 xor bh,bh int 10h mov ax,1301h xor bh,bh les bp,Cr mov bl,TextAttr mov cx,1 inc bp int 10h pop bp end; function Zero(var F : TextRec) : Integer; far; assembler; asm xor ax,ax end; function PageWrite(var F : TextRec) : Integer; far; var k : Integer; begin with F do if (Mode=fmOutput) and (BufPos>0) then begin for k:=0 to BufPos-1 do WriteChar(BufPtr^[k]); BufPos:=0 end; PageWrite:=0 end; procedure DelayLoop; near; assembler; asm @1: sub ax,1 sbb dx,0 jc @2 cmp bl,es:[di] je @1 @2: end; procedure Delay(MS: Word); assembler; type LongRec = record Lo, Hi : Word end; asm mov es,Seg0040 mov ax,DelayCnt.LongRec.Lo add ax,DelayCnt.LongRec.Hi or ax,ax jne @2 mov di,$6c mov bl,es:[di] @1: cmp bl,es:[di] je @1 mov bl,es:[di] mov ax,-28 cwd call DelayLoop not ax not dx mov bx,ax mov ax,dx xor dx,dx mov cx,55 div cx mov DelayCnt.LongRec.Hi,ax mov ax,bx div cx mov DelayCnt.LongRec.Lo,ax @2: mov cx,MS jcxz @3 xor di,di mov bl,es:[di] @4: mov ax,DelayCnt.LongRec.Lo mov dx,DelayCnt.LongRec.Hi call DelayLoop loop @4 @3: end; procedure Sound(Hz: Word); assembler; asm mov bx,Hz mov ax,34ddh mov dx,0012h cmp dx,bx jnc @@2 div bx mov bx,ax in al,61h test al,3 jnz @@1 or al,3 out 61h,al mov al,0b6h out 43h,al @@1: mov al,bl out 42h,al mov al,bh out 42h,al @@2: end; procedure NoSound; assembler; asm in al,61h and al,0fch out 61h,al end; function KeyPressed: Boolean; assembler; asm cmp ScanCode,0 jne @@1 mov ah,1 int 16h mov al,0 je @@2 @@1: mov al,1 @@2: end; function ReadKey: Char; assembler; asm mov al,ScanCode mov ScanCode,0 or al,al jne @@1 xor ah,ah int 16h or al,al jne @@1 mov ScanCode,ah or ah,ah jne @@1 mov al,3 @@1: end; procedure TextColor(Color: Byte); assembler; asm mov al,Color test al,0f0h je @@1 and al,0fh or al,80h @@1: and TextAttr,70h or TextAttr,al end; procedure TextMode(Mode: Integer); assembler; asm xor ah,ah mov al,byte ptr Mode mov LastMode,ax int 10h end; procedure TextBackground(Color: Byte); assembler; asm mov al,Color and al,7 mov cl,4 shl al,cl and TextAttr,8fh or TextAttr,al end; procedure GotoXY(X,Y: Byte); assembler; asm mov ah,2 xor bh,bh mov dl,x mov dh,y dec dl dec dh int 10h end; procedure ClrEol; assembler; asm mov ah,3 xor bh,bh int 10h mov ax,600h mov cx,dx mov es,Seg0040 mov dl,es:[$4a] dec dl mov bh,TextAttr int 10h end; function WhereX: Byte; assembler; asm mov ah,3 xor bh,bh int 10h mov al,dl inc al end; function WhereY: Byte; assembler; asm mov ah,3 xor bh,bh int 10h mov al,dh inc al end; procedure ClrScr; assembler; asm mov ax,600h mov bh,TextAttr xor cx,cx mov dx,184fh int 10h mov ah,2 xor bh,bh xor dx,dx int 10h end; procedure InsLine; assembler; asm mov ah,3 xor bh,bh int 10h mov bh,TextAttr mov ch,dh xor cl,cl mov es,Seg0040 mov al,es:[$4a] xor ah,ah mov dx,24*256-1 add dx,ax mov ax,7*256+1 cmp ch,dh jne @@1 xor al,al @@1: int 10h end; procedure DelLine; assembler; asm mov ah,3 xor bh,bh int 10h mov bh,TextAttr mov ch,dh xor cl,cl mov es,Seg0040 mov al,es:[$4a] xor ah,ah mov dx,24*256-1 add dx,ax mov ax,6*256+1 cmp ch,dh jne @@1 xor al,al @@1: int 10h end; procedure LowVideo; assembler; asm and TextAttr,0f7h end; procedure HighVideo; assembler; asm or TextAttr,8 end; procedure NormVideo; assembler; asm mov TextAttr,7 end; procedure Crt_Init; begin with TextRec(Output) do begin OpenFunc:=@Zero; CloseFunc:=@Zero; InOutFunc:=@PageWrite; FlushFunc:=@PageWrite end end; end { New_Crt }.
unit ADOTools; { ADOTools: thin ADODB wrapper. https://github.com/stijnsanders/DataLank } interface uses SysUtils, ADODB_TLB; type TADOLink=class(TObject) private FConnection:Connection; public constructor Create(const ConnectionString: WideString); destructor Destroy; override; function SingleValue(const SQL: WideString; const Values: array of Variant): Variant; function Execute(const SQL: WideString; const Values: array of Variant): integer; function Insert(const TableName: WideString; const Values: array of OleVariant; const PKFieldName: WideString=''): int64; procedure Update(const TableName: WideString; const Values:array of OleVariant); property Connection:Connection read FConnection; end; TADOResult=class(TObject) private FRecordSet:Recordset; FFirstRead:boolean; function GetValue(Idx:OleVariant):OleVariant; function IsEof:boolean; public constructor Create(Connection: TADOLink; const SQL: WideString; const Values: array of Variant); overload; constructor Create(Recordset: Recordset); overload; destructor Destroy; override; procedure Reset; procedure CheckResultSet;//use with multiple resultsets (e.g. when calling stored procedure) function Read:boolean; property Fields[Idx:OleVariant]:OleVariant read GetValue; default; property EOF: boolean read IsEof; function GetInt(const Idx:OleVariant):integer; function GetStr(const Idx:OleVariant):WideString; function GetDate(const Idx:OleVariant):TDateTime; function IsNull(const Idx:OleVariant):boolean; function GetDefault(const Idx,Default:OleVariant):OleVariant; end; EFieldNotFound=class(Exception); ESingleValueFailed=class(Exception); implementation uses Variants, Classes, ComObj; procedure CmdParameters(Cmd:Command;const Values:array of Variant); var i:integer; vt:TVarType; begin for i:=0 to Length(Values)-1 do begin vt:=VarType(Values[i]); if (vt=varNull) or (vt=varString) or (vt=varOleStr) then cmd.Parameters.Append(cmd.CreateParameter('',adVariant,adParamInput,0,Values[i])) else cmd.Parameters.Append(cmd.CreateParameter('',vt,adParamInput,0,Values[i])); end; end; function ErrInfo(const QueryName: AnsiString; const Values: array of Variant):AnsiString; var i,l:integer; begin l:=Length(Values); Result:=''; if l>0 then begin Result:=VarToStr(Values[0]); for i:=1 to l-1 do Result:=Result+','+VarToStr(Values[i]); end; Result:=#13#10'"'+QueryName+'"['+Result+']'; end; { TADOResult } constructor TADOResult.Create(Connection: TADOLink; const SQL: WideString; const Values: array of Variant); var cmd:Command; begin inherited Create; //FRecordSet:=Session.DbCon.Execute(,v,adCmdText); FFirstRead:=true; cmd:=CoCommand.Create; try cmd.CommandType:=adCmdText; cmd.CommandText:=SQL; cmd.Set_ActiveConnection(Connection.FConnection); CmdParameters(cmd,Values); FRecordset:=CoRecordset.Create; FRecordset.CursorLocation:=adUseClient; FRecordset.Open(cmd,EmptyParam,adOpenStatic,adLockReadOnly,0); except on e:Exception do begin e.Message:=e.Message+ErrInfo(SQL,Values); raise; end; end; end; constructor TADOResult.Create(Recordset: Recordset); begin inherited Create; FFirstRead:=true; FRecordSet:=Recordset;//Clone? end; destructor TADOResult.Destroy; begin //FRecordSet.Close; FRecordSet:=nil; inherited; end; procedure TADOResult.Reset; begin FFirstRead:=true; FRecordSet.MoveFirst; end; function TADOResult.GetInt(const Idx: OleVariant): integer; var v:OleVariant; begin try //v:=FRecordSet.Fields[Idx].Value; v:=FRecordSet.Collect[idx]; except on e:EOleException do if cardinal(e.ErrorCode)=$800A0CC1 then raise EFieldNotFound.Create('GetInt: Field not found: '+VarToStr(Idx)) else begin //if cardinal(e.ErrorCode)=$80004005 then Connection.Close; raise; end; end; if VarIsNull(v) then Result:=0 else Result:=v; end; function TADOResult.GetStr(const Idx: OleVariant): WideString; begin try //Result:=VarToWideStr(FRecordSet.Fields[Idx].Value); Result:=VarToWideStr(FRecordSet.Collect[Idx]); except on e:EOleException do if cardinal(e.ErrorCode)=$800A0CC1 then raise EFieldNotFound.Create('GetStr: Field not found: '+VarToStr(Idx)) else begin //if cardinal(e.ErrorCode)=$80004005 then Connection.Close; raise; end; end; end; function TADOResult.GetDate(const Idx: OleVariant): TDateTime; var v:OleVariant; begin try //v:=FRecordSet.Fields[Idx].Value; v:=FRecordSet.Collect[Idx]; except on e:EOleException do if cardinal(e.ErrorCode)=$800A0CC1 then raise EFieldNotFound.Create('GetDate: Field not found: '+VarToStr(Idx)) else begin //if cardinal(e.ErrorCode)=$80004005 then Connection.Close; raise; end; end; if VarIsNull(v) then Result:=0 //Now? else Result:=VarToDateTime(v); end; function TADOResult.GetValue(Idx: OleVariant): OleVariant; begin try //Result:=FRecordSet.Fields[Idx].Value; Result:=FRecordSet.Collect[Idx]; except on e:EOleException do if cardinal(e.ErrorCode)=$800A0CC1 then raise EFieldNotFound.Create('Field not found: '+VarToStr(Idx)) else begin //if cardinal(e.ErrorCode)=$80004005 then Connection.Close; raise; end; end; end; function TADOResult.GetDefault(const Idx,Default: OleVariant): OleVariant; begin if FRecordSet.EOF then Result:=Default else Result:=GetValue(Idx); end; function TADOResult.IsNull(const Idx: OleVariant): boolean; begin try //Result:=VarIsNull(FRecordSet.Fields[Idx].Value); Result:=VarIsNull(FRecordSet.Collect[Idx]); except on e:EOleException do begin if cardinal(e.ErrorCode)=$800A0CC1 then raise EFieldNotFound.Create('IsNull: Field not found: '+VarToStr(Idx)) else begin //if cardinal(e.ErrorCode)=$80004005 then Connection.Close; raise; end; Result:=true;//counter warning end; end; end; function TADOResult.IsEof: boolean; begin Result:=FRecordSet.EOF; end; function TADOResult.Read: boolean; begin if (FRecordSet=nil) or FRecordSet.EOF then Result:=false else begin if FFirstRead then FFirstRead:=false else FRecordSet.MoveNext; Result:=not(FRecordSet.EOF); end; end; procedure TADOResult.CheckResultSet; var v:OleVariant; begin while (FRecordSet<>nil) and (FRecordSet.State=adStateClosed) do FRecordSet:=FRecordSet.NextRecordset(v); FFirstRead:=true; end; { TADOLink } constructor TADOLink.Create(const ConnectionString: WideString); begin inherited Create; FConnection:=CoConnection.Create; FConnection.Open(ConnectionString,'','',0); end; destructor TADOLink.Destroy; begin try if FConnection<>nil then FConnection.Close; except //ignore end; FConnection:=nil; inherited; end; function TADOLink.SingleValue(const SQL: WideString; const Values: array of Variant): Variant; var cmd:Command; rs:Recordset; v:OleVariant; begin try cmd:=CoCommand.Create; cmd.CommandType:=adCmdText; cmd.CommandText:=SQL; cmd.Set_ActiveConnection(FConnection); CmdParameters(cmd,Values); rs:=cmd.Execute(v,EmptyParam,0); if rs.EOF then raise ESingleValueFailed.Create('SingleValue did not result a value "'+SQL+'"') else begin Result:=rs.Fields[0].Value; rs.MoveNext; if not rs.EOF then raise ESingleValueFailed.Create('SingleValue resulted in more than one value "'+SQL+'"') end; except on e:Exception do begin e.Message:=e.Message+ErrInfo(SQL,Values); raise; end; end; end; function TADOLink.Execute(const SQL: WideString; const Values: array of Variant): integer; var cmd:Command; v:OleVariant; begin try cmd:=CoCommand.Create; cmd.CommandType:=adCmdText; cmd.CommandText:=SQL; cmd.Set_ActiveConnection(FConnection); CmdParameters(cmd,Values); cmd.Execute(v,EmptyParam,0);//rs:= //while (rs<>nil) and (rs.State=adStateClosed) do rs:=rs.NextRecordset(v); Result:=v; except on e:Exception do begin e.Message:=e.Message+ErrInfo(SQL,Values); raise; end; end; end; function TADOLink.Insert(const TableName: WideString; const Values: array of OleVariant; const PKFieldName: WideString=''): int64; var rs:Recordset; i,l:integer; begin l:=Length(Values); if (l mod 2)<>0 then raise Exception.Create('TADOLink.Insert expects pairs of name-value'); rs:=CoRecordset.Create; //TODO: adCmdTable and find PK? first col? rs.Open( 'SELECT * FROM ['+TableName+'] WHERE 0=1', FConnection, adOpenKeyset,//? adLockOptimistic,//adLockPessimistic? adCmdText); rs.AddNew(EmptyParam,EmptyParam); for i:=0 to (l div 2)-1 do rs.Fields[Values[i*2]].Value:=Values[i*2+1]; if PKFieldName='' then Result:=rs.Fields[0].Value //assert primary key else Result:=rs.Fields[PKFieldName].Value; rs.Update(EmptyParam,EmptyParam); rs:=nil; end; procedure TADOLink.Update(const TableName: WideString; const Values: array of OleVariant); var cmd:Command; rs:Recordset; i,l:integer; vt:TVarType; begin l:=Length(Values); if (l mod 2)<>0 then raise Exception.Create('TADOLink.Insert expects pairs of name-value'); cmd:=CoCommand.Create; cmd.CommandType:=adCmdText; cmd.CommandText:='SELECT * FROM ['+TableName+'] WHERE ['+VarToStr(Values[0])+']=?'; cmd.Set_ActiveConnection(FConnection); vt:=VarType(Values[1]); if (vt=varNull) or (vt=varString) or (vt=varOleStr) then cmd.Parameters.Append(cmd.CreateParameter('',adVariant,adParamInput,0,Values[1])) else cmd.Parameters.Append(cmd.CreateParameter('',vt,adParamInput,0,Values[1])); rs:=CoRecordset.Create; //TODO: adCmdTable and find PK? first col? rs.Open( cmd, FConnection, adOpenKeyset,//? adLockOptimistic,//adLockPessimistic? integer(adCmdUnspecified)); for i:=2 to (l div 2)-1 do rs.Fields[Values[i*2]].Value:=Values[i*2+1]; rs.Update(EmptyParam,EmptyParam); rs:=nil; cmd:=nil; end; end.
unit FIToolkit.Config.Data; interface uses System.SysUtils, System.Types, FIToolkit.Commons.Types, FIToolkit.Config.FixInsight, FIToolkit.Config.Types, FIToolkit.Config.TypedDefaults, FIToolkit.Config.Consts; type DefaultDeduplicate = class (TDefaultBooleanValue); //FI:C104 DefaultExcludeProjectPatterns = class (TDefaultStringArrayValue); //FI:C104 DefaultExcludeUnitPatterns = class (TDefaultStringArrayValue); //FI:C104 DefaultFixInsightExe = class (TDefaultFileNameValue); //FI:C104 DefaultMakeArchive = class (TDefaultBooleanValue); //FI:C104 DefaultNonZeroExitCodeMsgCount = class (TDefaultIntegerValue); //FI:C104 DefaultOutputDirectory = class (TDefaultStringValue); //FI:C104 DefaultOutputFileName = class (TDefaultStringValue); //FI:C104 DefaultSnippetSize = class (TDefaultIntegerValue); //FI:C104 DefaultTempDirectory = class (TDefaultStringValue); //FI:C104 TConfigData = class sealed strict private FCustomTemplateFileName : TAssignableFileName; FDeduplicate : Boolean; FExcludeProjectPatterns : TStringDynArray; FExcludeUnitPatterns : TStringDynArray; FFixInsightExe : TAssignableFileName; FInputFileName : TAssignableFileName; FMakeArchive : Boolean; FNonZeroExitCodeMsgCount : Integer; FOutputDirectory : TAssignableString; FOutputFileName : TAssignableString; FSnippetSize : Integer; FTempDirectory : TAssignableString; FValidate : Boolean; FFixInsightOptions : TFixInsightOptions; private procedure ValidateCustomTemplateFileName(const Value : TFileName); procedure ValidateExcludeProjectPatterns(const Value : TStringDynArray); procedure ValidateExcludeUnitPatterns(const Value : TStringDynArray); procedure ValidateFixInsightExe(const Value : TFileName); procedure ValidateInputFileName(const Value : TFileName); procedure ValidateNonZeroExitCodeMsgCount(Value : Integer); procedure ValidateOutputDirectory(const Value : String); procedure ValidateOutputFileName(const Value : String); procedure ValidateSnippetSize(Value : Integer); procedure ValidateTempDirectory(const Value : String); function GetCustomTemplateFileName : TFileName; function GetFixInsightExe : TFileName; function GetInputFileName : TFileName; function GetOutputDirectory : String; function GetOutputFileName : String; function GetTempDirectory : String; procedure SetCustomTemplateFileName(Value : TFileName); procedure SetExcludeProjectPatterns(const Value : TStringDynArray); procedure SetExcludeUnitPatterns(const Value : TStringDynArray); procedure SetFixInsightExe(Value : TFileName); procedure SetInputFileName(Value : TFileName); procedure SetNonZeroExitCodeMsgCount(Value : Integer); procedure SetOutputDirectory(Value : String); procedure SetOutputFileName(const Value : String); procedure SetSnippetSize(Value : Integer); procedure SetTempDirectory(Value : String); public constructor Create; destructor Destroy; override; [FIToolkitParam] property CustomTemplateFileName : TFileName read GetCustomTemplateFileName write SetCustomTemplateFileName; [FIToolkitParam, DefaultDeduplicate(DEF_CD_BOOL_DEDUPLICATE)] property Deduplicate : Boolean read FDeduplicate write FDeduplicate; [FIToolkitParam(STR_CFG_VALUE_ARR_DELIM_REGEX), DefaultExcludeProjectPatterns] property ExcludeProjectPatterns : TStringDynArray read FExcludeProjectPatterns write SetExcludeProjectPatterns; [FIToolkitParam(STR_CFG_VALUE_ARR_DELIM_REGEX), DefaultExcludeUnitPatterns] property ExcludeUnitPatterns : TStringDynArray read FExcludeUnitPatterns write SetExcludeUnitPatterns; [FIToolkitParam, DefaultFixInsightExe] property FixInsightExe : TFileName read GetFixInsightExe write SetFixInsightExe; [FIToolkitParam] property FixInsightOptions : TFixInsightOptions read FFixInsightOptions; [FIToolkitParam] property InputFileName : TFileName read GetInputFileName write SetInputFileName; [FIToolkitParam, DefaultMakeArchive(DEF_CD_BOOL_MAKE_ARCHIVE)] property MakeArchive : Boolean read FMakeArchive write FMakeArchive; [FIToolkitParam, DefaultNonZeroExitCodeMsgCount(DEF_CD_INT_NONZERO_EXIT_CODE_MSG_COUNT)] property NonZeroExitCodeMsgCount : Integer read FNonZeroExitCodeMsgCount write SetNonZeroExitCodeMsgCount; [FIToolkitParam, DefaultOutputDirectory] property OutputDirectory : String read GetOutputDirectory write SetOutputDirectory; [FIToolkitParam, DefaultOutputFileName(DEF_CD_STR_OUTPUT_FILENAME)] property OutputFileName : String read GetOutputFileName write SetOutputFileName; [FIToolkitParam, DefaultSnippetSize(DEF_CD_INT_SNIPPET_SIZE)] property SnippetSize : Integer read FSnippetSize write SetSnippetSize; [FIToolkitParam, DefaultTempDirectory] property TempDirectory : String read GetTempDirectory write SetTempDirectory; property Validate : Boolean read FValidate write FValidate; end; implementation uses System.IOUtils, System.Rtti, System.RegularExpressions, System.Math, FIToolkit.Config.Exceptions, FIToolkit.Config.Defaults, FIToolkit.Commons.Utils; { TConfigData } constructor TConfigData.Create; begin inherited Create; FFixInsightOptions := TFixInsightOptions.Create; end; destructor TConfigData.Destroy; begin FreeAndNil(FFixInsightOptions); inherited Destroy; end; function TConfigData.GetCustomTemplateFileName : TFileName; begin Result := FCustomTemplateFileName; end; function TConfigData.GetFixInsightExe : TFileName; begin Result := FFixInsightExe; end; function TConfigData.GetInputFileName : TFileName; begin Result := FInputFileName; end; function TConfigData.GetOutputDirectory : String; begin Result := TPath.IncludeTrailingPathDelimiter(FOutputDirectory); end; function TConfigData.GetOutputFileName : String; begin Result := FOutputFileName; end; function TConfigData.GetTempDirectory : String; begin Result := TPath.IncludeTrailingPathDelimiter(FTempDirectory); end; procedure TConfigData.SetCustomTemplateFileName(Value : TFileName); begin Value := TPath.ExpandIfNotExists(Value); if not FCustomTemplateFileName.Assigned or (FCustomTemplateFileName <> Value) then begin if FValidate then ValidateCustomTemplateFileName(Value); FCustomTemplateFileName := Value; end; end; procedure TConfigData.SetExcludeProjectPatterns(const Value : TStringDynArray); begin if FValidate then ValidateExcludeProjectPatterns(Value); FExcludeProjectPatterns := Value; end; procedure TConfigData.SetExcludeUnitPatterns(const Value : TStringDynArray); begin if FValidate then ValidateExcludeUnitPatterns(Value); FExcludeUnitPatterns := Value; end; procedure TConfigData.SetFixInsightExe(Value : TFileName); begin Value := TPath.ExpandIfNotExists(Value); if not FFixInsightExe.Assigned or (FFixInsightExe <> Value) then begin if FValidate then ValidateFixInsightExe(Value); FFixInsightExe := Value; end; end; procedure TConfigData.SetInputFileName(Value : TFileName); begin Value := TPath.ExpandIfNotExists(Value); if not FInputFileName.Assigned or (FInputFileName <> Value) then begin if FValidate then ValidateInputFileName(Value); FInputFileName := Value; end; end; procedure TConfigData.SetNonZeroExitCodeMsgCount(Value : Integer); begin if FValidate then ValidateNonZeroExitCodeMsgCount(Value); FNonZeroExitCodeMsgCount := Value; end; procedure TConfigData.SetOutputDirectory(Value : String); begin Value := TPath.ExpandIfNotExists(Value); if not FOutputDirectory.Assigned or (FOutputDirectory <> Value) then begin if FValidate then ValidateOutputDirectory(Value); FOutputDirectory := Value; end; end; procedure TConfigData.SetOutputFileName(const Value : String); begin if not FOutputFileName.Assigned or (FOutputFileName <> Value) then begin if FValidate then ValidateOutputFileName(Value); FOutputFileName := Value; end; end; procedure TConfigData.SetSnippetSize(Value : Integer); begin if FValidate then ValidateSnippetSize(Value); FSnippetSize := Value; end; procedure TConfigData.SetTempDirectory(Value : String); begin Value := TPath.ExpandIfNotExists(Value); if not FTempDirectory.Assigned or (TempDirectory <> Value) then begin if FValidate then ValidateTempDirectory(Value); FTempDirectory := Value; end; end; procedure TConfigData.ValidateCustomTemplateFileName(const Value : TFileName); begin if not (Value.IsEmpty or TFile.Exists(Value)) then raise ECDCustomTemplateFileNotFound.Create; end; procedure TConfigData.ValidateExcludeProjectPatterns(const Value : TStringDynArray); var S : String; begin for S in Value do try TRegEx.Create(S, [roNotEmpty, roCompiled]); except Exception.RaiseOuterException(ECDInvalidExcludeProjectPattern.CreateFmt([S])); end; end; procedure TConfigData.ValidateExcludeUnitPatterns(const Value : TStringDynArray); var S : String; begin for S in Value do try TRegEx.Create(S, [roNotEmpty, roCompiled]); except Exception.RaiseOuterException(ECDInvalidExcludeUnitPattern.CreateFmt([S])); end; end; procedure TConfigData.ValidateFixInsightExe(const Value : TFileName); begin if not TFile.Exists(Value) then raise ECDFixInsightExeNotFound.Create; end; procedure TConfigData.ValidateInputFileName(const Value : TFileName); begin if not TFile.Exists(Value) then raise ECDInputFileNotFound.Create; end; procedure TConfigData.ValidateNonZeroExitCodeMsgCount(Value : Integer); begin if Value < 0 then raise ECDInvalidNonZeroExitCodeMsgCount.Create; end; procedure TConfigData.ValidateOutputDirectory(const Value : String); begin if not TDirectory.Exists(Value) then raise ECDOutputDirectoryNotFound.Create; end; procedure TConfigData.ValidateOutputFileName(const Value : String); begin if not TPath.IsApplicableFileName(Value) then raise ECDInvalidOutputFileName.Create; end; procedure TConfigData.ValidateSnippetSize(Value : Integer); begin if (Value <> 0) and not InRange(Value, CD_INT_SNIPPET_SIZE_MIN, CD_INT_SNIPPET_SIZE_MAX) then raise ECDSnippetSizeOutOfRange.CreateFmt([CD_INT_SNIPPET_SIZE_MIN, CD_INT_SNIPPET_SIZE_MAX]); end; procedure TConfigData.ValidateTempDirectory(const Value : String); begin if not TDirectory.Exists(Value) then raise ECDTempDirectoryNotFound.Create; end; initialization RegisterDefaultValue(DefaultExcludeProjectPatterns, TValue.From<TStringDynArray>(DEF_CD_ARR_EXCLUDE_PROJECT_PATTERNS)); RegisterDefaultValue(DefaultExcludeUnitPatterns, TValue.From<TStringDynArray>(DEF_CD_ARR_EXCLUDE_UNIT_PATTERNS)); RegisterDefaultValue(DefaultFixInsightExe, GetFixInsightExePath); RegisterDefaultValue(DefaultOutputDirectory, TPath.GetDocumentsPath); RegisterDefaultValue(DefaultTempDirectory, TPath.GetTempPath); end.
unit uViewInclusao; interface uses Windows, Messages, SysUtils, Variants, Classes, Graphics, Controls, Forms, Dialogs, StdCtrls, ExtCtrls, ComCtrls; type TListaEvent = procedure of object; // Aqui é uma grande sacada pois a variável abaixo // FDOLista recebe um procedimento do Controle sem na verdade // conhecer o controle // para ententer melhor veja a inicialização ( TControle.Initialize) // do controle TViewInclusao = class(TForm) Panel1: TPanel; btFechar: TButton; btSalvar: TButton; Panel2: TPanel; reTitulo: TRichEdit; Panel3: TPanel; procedure btFecharClick(Sender: TObject); procedure btSalvarClick(Sender: TObject); private FSalvar: TListaEvent; procedure SetSalvar(const Value: TListaEvent); { Private declarations } public procedure Initialize; property Salvar : TListaEvent read FSalvar write SetSalvar; { Public declarations } end; var ViewInclusao: TViewInclusao; implementation {$R *.dfm} procedure TViewInclusao.btFecharClick(Sender: TObject); begin close; end; procedure TViewInclusao.Initialize; begin end; procedure TViewInclusao.btSalvarClick(Sender: TObject); begin Salvar; Close; end; procedure TViewInclusao.SetSalvar(const Value: TListaEvent); begin FSalvar := Value; end; end.
unit taTypes; interface uses System.Generics.Collections, System.SysUtils, Data.DB, System.Classes; type TTimePeriod = record Start: TDateTime; Duration: Integer; Tags: string; strict private function GetFinish: TDateTime; procedure StringsTrim(AStrings: TStrings); procedure TagsFromStrings(AStrings: TStrings); procedure TagsToStrings(AStrings: TStringList); private public constructor Create(AStart: TDateTime; ADuration: Integer; const ATags: string); function HasTag(ATag: string): Boolean; function IncDuration(ASeconds: Integer; AMoveStart: Boolean): TTimePeriod; function IncludeTags(ASource: TTimePeriod): TTimePeriod; function RemoveTag(ATag: string): TTimePeriod; function TimeShift(ASeconds: Integer): TTimePeriod; property Finish: TDateTime read GetFinish; end; TTimePeriodList = class(TList<TTimePeriod>) strict private private function GetNearestIdx(AMoment: TDateTime; out AFoundBefore: Boolean): Integer; public procedure MergeSequences; procedure ApplyCorrections(ACorrections: TTimePeriodList); procedure Check; procedure ClearUntil(ALastStart: TDatetime); procedure FilterByTag(ATag: string; ARemoveTag: Boolean); /// <summary>TTimePeriodList.JustifyMidnight /// Prevents the transition period through midnight /// </summary> procedure JustifyMidnight; function ShrinkOverlapped: Boolean; procedure TimeShift(ASeconds: Integer); end; implementation uses System.DateUtils, taGlobals, System.Types; constructor TTimePeriod.Create(AStart: TDateTime; ADuration: Integer; const ATags: string); begin Start := AStart; Duration := ADuration; Tags := ATags; end; function TTimePeriod.GetFinish: TDateTime; begin Result := IncSecond(Self.Start, Self.Duration); end; function TTimePeriod.HasTag(ATag: string): Boolean; var LStrings: TStringList; LTag: string; begin Result := False; LStrings := TStringList.Create(); try TagsToStrings(LStrings); LStrings.CaseSensitive := False; Result := LStrings.IndexOf(ATag) >= 0; {for LTag in LStrings do if LTag.ToUpper=ATag.ToUpper then Exit(True);} finally FreeAndNil(LStrings); end; end; function TTimePeriod.IncDuration(ASeconds: Integer; AMoveStart: Boolean): TTimePeriod; begin Inc(Self.Duration, ASeconds); if AMoveStart then Self.Start := IncSecond(Self.Start, -ASeconds); Result := Self; end; function TTimePeriod.IncludeTags(ASource: TTimePeriod): TTimePeriod; var LSource: TStringList; LDest: TStringList; LTag: string; begin LSource := TStringList.Create(); LDest := TStringList.Create(); try ASource.TagsToStrings(LSource); Self.TagsToStrings(LDest); for LTag in LSource do if LDest.IndexOf(LTag) < 0 then LDest.Add(LTag); Self.TagsFromStrings(LDest); finally FreeAndNil(LDest); FreeAndNil(LSource); end; Result := Self; end; function TTimePeriod.RemoveTag(ATag: string): TTimePeriod; var LStrings: TStringList; LTag: string; I: Integer; begin LStrings := TStringList.Create(); try Self.TagsToStrings(LStrings); while True do begin I := LStrings.IndexOf(ATag); if I < 0 then Break; LStrings.Delete(I); end; { for I := LStrings.Count - 1 downto 0 do if LStrings.Strings[I].ToUpper=ATag.ToUpper then LStrings.Delete(I);} Self.TagsFromStrings(LStrings); finally FreeAndNil(LStrings); end; Result := Self; end; procedure TTimePeriod.StringsTrim(AStrings: TStrings); var I: Integer; begin for I := 0 to AStrings.Count - 1 do begin AStrings.Strings[I] := Trim(AStrings.Strings[I]); AStrings.Strings[I] := StringReplace(AStrings.Strings[I], ''#$00a0, '', []); end; end; procedure TTimePeriod.TagsFromStrings(AStrings: TStrings); begin AStrings.Delimiter := ','; Tags := AStrings.DelimitedText; end; procedure TTimePeriod.TagsToStrings(AStrings: TStringList); begin AStrings.Delimiter := ','; AStrings.StrictDelimiter := True; AStrings.DelimitedText := Tags; AStrings.CaseSensitive := False; StringsTrim(AStrings); end; function TTimePeriod.TimeShift(ASeconds: Integer): TTimePeriod; begin Self.Start := IncSecond(Self.Start, ASeconds); Result := Self; end; procedure TTimePeriodList.ApplyCorrections(ACorrections: TTimePeriodList); var LTomatoIsBefore: Boolean; LNearest: TTimePeriod; LNearestIdx: Integer; LPeriod: TTimePeriod; begin if ACorrections.Count = 0 then Exit; if Count = 0 then begin Add(ACorrections[0]); ACorrections.Delete(0); end; for LPeriod in ACorrections do begin LNearestIdx := GetNearestIdx(LPeriod.Start, LTomatoIsBefore); LNearest := Self[LNearestIdx]; LNearest := LNearest.IncDuration(LPeriod.Duration, not LTomatoIsBefore); LNearest := LNearest.IncludeTags(LPeriod); Self[LNearestIdx] := LNearest; end; end; procedure TTimePeriodList.Check; var APrevFinish: TDateTime; I: Integer; LPeriod: TTimePeriod; begin I := 0; APrevFinish := 0; for LPeriod in Self do begin if APrevFinish > LPeriod.Start then raise Exception.CreateFmt( 'TTimePeriodList.Check APrevFinish > LPeriod.Start Idx:%d %s > %s', [I, FormatDateTime('yy-mmdd hh:nn', APrevFinish), FormatDateTime('yy-mmdd hh:nn', LPeriod.Start) ]); if LPeriod.Duration < 0 then raise Exception.CreateFmt( 'TTimePeriodList.Check LPeriod.Duration < 0 Idx:%d %s > %s', [I, FormatDateTime('yy-mmdd hh:nn', LPeriod.Start), FormatDateTime('yy-mmdd hh:nn', LPeriod.Finish) ]); APrevFinish := LPeriod.Finish; Inc(I); end; end; procedure TTimePeriodList.ClearUntil(ALastStart: TDatetime); var I: Integer; begin for I := Count-1 downto 0 do begin //if Self[I].Start <= ALastStart then //acts not correct when seconds are equal if CompareDateTime(Self[I].Start, ALastStart) <= EqualsValue then Delete(I); end; end; procedure TTimePeriodList.FilterByTag(ATag: string; ARemoveTag: Boolean); var I: Integer; begin for I := Count-1 downto 0 do if not Self[I].HasTag(ATag) then Delete(I) else if ARemoveTag then begin Self[I] := Self[I].RemoveTag(ATag); end; end; function TTimePeriodList.GetNearestIdx(AMoment: TDateTime; out AFoundBefore: Boolean): Integer; var I: Integer; LSpan: Double; begin LSpan := MaxDateTime; Result := -1; for I := 0 to Count - 1 do if Abs(AMoment - Self[i].Start) < LSpan then begin Result := I; AFoundBefore := AMoment > Self[i].Start; LSpan := Abs(AMoment - Self[i].Start); end; end; procedure TTimePeriodList.JustifyMidnight; var I: Integer; LNewPeriod: TTimePeriod; LPeriod: TTimePeriod; begin for LPeriod in Self do if DateOf(LPeriod.Start) <> DateOf(LPeriod.Finish) then begin LNewPeriod := TTimePeriod.Create(DateOf(LPeriod.Finish), SecondsBetween(DateOf(LPeriod.Finish), LPeriod.Finish) + SECONDSINMINUTE, LPeriod.Tags); I := IndexOf(LPeriod); Self[I] := Self[I].IncDuration(-LNewPeriod.Duration, False); Self.Insert(I + 1, LNewPeriod); end; while ShrinkOverlapped do JustifyMidnight; end; procedure TTimePeriodList.MergeSequences; const MERGEMAXSPAN = SECONDSINMINUTE * 60 * 2; var I: Integer; begin for I := Count - 2 downto 0 do if (Self[I].Tags = Self[I + 1].Tags) and (SecondsBetween(Self[I].Start, Self[I + 1].Start) < MERGEMAXSPAN) then begin Self[I] := Self[I].IncDuration(Self[I + 1].Duration, False); Delete(I + 1); end; end; function TTimePeriodList.ShrinkOverlapped: Boolean; var dbgTmp: TDateTime; I: Integer; begin Result := False; for I := 1 to Count - 1 do begin if Self[I - 1].Finish > Self[I].Start then begin Self[I] := Self[I].TimeShift(SecondsBetween(Self[I].Start, Self[I - 1].Finish)); Result := True; end; end; end; procedure TTimePeriodList.TimeShift(ASeconds: Integer); var I: Integer; LItem: TTimePeriod; begin for I := 0 to Count - 1 do begin Self[I] := Self[I].TimeShift(ASeconds); end; end; end.
{*******************************************************} { } { Delphi Visual Component Library } { Registration of Web server application and } { internet components } { } { Copyright(c) 1995-2011 Embarcadero Technologies, Inc. } { } {*******************************************************} unit InetWiz; // Remove this line when WebSnap wizards use the new framework {$DEFINE SHOWOLDWIZARDS} interface //uses ExptIntf, VirtIntf, InetSource, Classes; uses InetSource, Classes, Forms; {$IFDEF LINUX} resourcestring sNewWebModuleExpertName = 'Web Server Application'; sNewWebModuleExpertComment = 'Creates a new web server application'; sNewPage = 'New'; sEditURLMap = 'Action Editor...'; {$ENDIF} type {$IFDEF MSWINDOWS} TProjectType = (ptISAPI, ptCGI, ptWinCGI, ptCOM, ptApache, ptApacheTwo, ptIndyForm, ptIndyConsole); {$ENDIF} {$IFDEF LINUX} TProjectType = (ptCGI, ptApache, ptCOM); {$ENDIF} TProjectTypes = set of TProjectType; TWizardOption = (woUknown, woNoCrossplatformCB, woOutputToProjectDirectory, woDBXTerminateThreads); TWizardOptions = set of TWizardOption; {$IFDEF SHOWOLDWIZARDS} IWebProjectCreatorExt = interface ['{5F45C5E3-5B66-4B0C-A08B-2C6A7CCF917E}'] procedure CreateModuleText(ProjectType: TProjectType; const CoClassName: string; const ModuleIdent, FormIdent, AncestorIdent: string; var ModuleText, IntfText, FormText: string); end; IWebProjectCreatorExt3 = interface ['{60DC5444-E602-4E8F-BEF0-201B8D06D16F}'] function GetProjectFileName: string; // procedure ValidateForm(AForm: TForm); function HasModuleText: Boolean; procedure BeforeCreateModule(ProjectType: TProjectType; const CoClassName: string); procedure AfterCreateModule(ProjectType: TProjectType; const CoClassName: string); function HasWebModuleFactory: Boolean; end; IWebWizardExt = interface(IWebProjectCreatorExt) ['{742DC18C-B219-41B7-ADA2-AE8C719FE403}'] function GetCaption: string; function GetHelpContext: Integer; function GetOptions: TWizardOptions; procedure SetOptions(value: TWizardOptions); property Options: TWizardOptions read GetOptions write SetOptions; end; ICustomizeForm = interface procedure AppendFrame(AFrame: TFrame); end; IWebWizardExt2 = interface ['{428AC5E1-9331-4EAB-B1BB-F5521E065623}'] procedure CustomizeForm(ACustomizeForm: ICustomizeForm); procedure ValidateForm(AForm: TForm); end; {$ENDIF} // IWebWizardExt3 = interface(IWebProjectCreatorExt3) // ['{A0BFC058-32AC-4789-9E78-75146AC814E7}'] //// function GetProjectFileName: string; //// function HasModuleText: Boolean; //// procedure BeforeCreateModule(ProjectType: TProjectType; //// const CoClassName: string); //// procedure AfterCreateModule(ProjectType: TProjectType; //// const CoClassName: string); //// function HasWebModuleFactory: Boolean; // end; {$IFDEF SHOWOLDWIZARDS} TInetSources = class(TObject) private FSourceFlags: TSourceFlags; FPropValues: TStrings; public property SourceFlags: TSourceFlags read FSourceFlags write FSourceFlags; function GetInetSources(SourceIndex: TSourceIndex; const APersonality: string; APropValues: TStrings = nil): string; constructor Create(APropValues: TStrings=nil); destructor Destroy; override; end; {$ENDIF} TCreateWebProjectOption = (wpCrossplatform, wpNamedProject, wpOutputToProjectDirectory, wbDBXTerminateThreads); TCreateWebProjectOptions = set of TCreateWebProjectOption; {$IFDEF SHOWOLDWIZARDS} function ExecuteWebWizardExt(const AWebWizardExt: IWebWizardExt; const APersonality: string): Boolean; {$ENDIF} procedure Register; procedure AddBCBAppUnits(AProjectType: TProjectType); {$IFDEF SHOWOLDWIZARDS} procedure CreateWebProject(const AWebProjectCreatorExt: IWebProjectCreatorExt; const APersonality: string; AProjectType: TProjectType; ACoClassName: string; APort: Integer; AOptions: TCreateWebProjectOptions); {$ENDIF} implementation uses {$IFDEF MSWINDOWS}HtColEdt, {$ENDIF}{$IFDEF LINUX}HtColEdtLin, {$ENDIF} ColnEdit, LibHelp, WebConst, NetConst, Windows, Messages, SysUtils, Controls, Dialogs, DesignIntf, DesignEditors, HTTPApp, PlatformAPI, {$IFDEF SHOWOLDWIZARDS} NwWebSrv, {$ENDIF} DMForm, Consts, IStreams, ToolsAPI, DCCStrs, CommonOptionStrs, ExpertsRepository, InetExpertsUI, InetExpertsCreators; {$IFDEF MSWINDOWS} {$R *.res} {$ENDIF} type {$IFDEF SHOWOLDWIZARDS} TCreator = class(TInterfacedObject) public { IOTACreator } function GetExisting: Boolean; function GetFileSystem: string; function GetOwner: IOTAModule; function GetUnnamed: Boolean; end; TProjectCreator = class(TCreator, IOTACreator, IOTAProjectCreator, IOTAProjectCreator80 (*,IOTAProjectCreator50*)) private (* FPartial: Boolean; FDescription: string; FName: string; FIdent: string; *) private //constructor Create(APartial: Boolean; const ADescription, AName, AIdent: string); overload; //constructor Create(const ACreatorType: string); overload; FPersonality: string; property Personality: string read FPersonality; { IOTACreator } function GetCreatorType: string; { IOTAProjectCreator80 } function GetProjectPersonality: string; { IOTAProjectCreator } function GetFileName: string; function GetOptionFileName: string; function GetShowSource: Boolean; procedure NewDefaultModule; function NewOptionSource(const ProjectName: string): IOTAFile; procedure NewProjectResource(const Project: IOTAProject); function NewProjectSource(const ProjectName: string): IOTAFile; { IOTAProjectCreator50 } procedure NewDefaultProjectModule(const Project: IOTAProject); public constructor Create(const APersonality: string); end; TWebProjectCreator = class(TProjectCreator, IOTACreator, IOTAProjectCreator, IOTAProjectCreator160) private FProjectType: TProjectType; FCoClass: string; FPort: Integer; FOptions: TCreateWebProjectOptions; { IOTACreator } function GetCreatorType: string; { IOTAProjectCreator } function NewProjectSource(const ProjectName: string): IOTAFile; procedure NewDefaultModule; function GetFileName: string; { IExtendedSourceCreator } function GetFileSystem: string; function GetUnNamed: Boolean; procedure SetOutputToProjectDirectory; { IOTAProjectCreator160 } function GetFrameworkType: string; function GetPlatforms: TArray<string>; function GetPreferredPlatform: string; procedure SetInitialOptions(const NewProject: IOTAProject); public constructor Create(ProjectType: TProjectType; const APersonality: string; AOptions: TCreateWebProjectOptions); overload; constructor Create(const CoClass: string; const APersonality: string; AOptions: TCreateWebProjectOptions); overload; constructor Create(ProjectType: TProjectType; const APersonality: string; APort: Integer; AOptions: TCreateWebProjectOptions); overload; end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} TModuleCreator = class(TCreator, IOTACreator, IOTAModuleCreator) (* private FProject: IOTAProject; FPartial: Boolean; FDescription: string; FName: string; FIdent: string; FSourceTemplate: string; *) private { IOTACreator } function GetCreatorType: string; function GetOwner: IOTAModule; { IOTAModuleCreator } function GetAncestorName: string; function GetImplFileName: string; function GetIntfFileName: string; function GetFormName: string; function GetMainForm: Boolean; function GetShowForm: Boolean; function GetShowSource: Boolean; function NewFormFile(const FormIdent, AncestorIdent: string): IOTAFile; function NewImplSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; function NewIntfSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; procedure FormCreated(const FormEditor: IOTAFormEditor); public (* constructor Create; const ADescription, AName, AIdent: string); *) end; TFormModuleCreator = class(TModuleCreator, IOTAModuleCreator) private FCoClass: string; FPersonality: string; FProjectType: TProjectType; FSourceIndex: TSourceIndex; FIntfIndex: TSourceIndex; FFormIndex: TSourceIndex; FPort: Integer; FOptions: TCreateWebProjectOptions; { IOTAModuleCreator } function GetAncestorName: string; function NewImplSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; function NewIntfSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; function NewFormFile(const FormIdent, AncestorIdent: string): IOTAFile; function GetSource(AIndex: TSourceIndex): string; property Personality: string read FPersonality; public constructor Create(const APersonality: string; AProjectType: TProjectType; const ACoClass: string; APort: integer; AOptions: TCreateWebProjectOptions); end; TWebModuleCreator = class(TModuleCreator, IOTAModuleCreator) private FCoClass: string; FProjectType: TProjectType; FPersonality: string; { IOTAModuleCreator } function GetAncestorName: string; function NewImplSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; function NewIntfSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; function NewFormFile(const FormIdent, AncestorIdent: string): IOTAFile; property Personality: string read FPersonality; protected function NewImplSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; virtual; function NewIntfSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; virtual; function NewFormFileText(const FormIdent, AncestorIdent: string): string; virtual; public constructor Create(const APersonality: string; AProjectType: TProjectType; const ACoClass: string = ''); end; TWebExtModuleCreator = class(TWebModuleCreator) private FHaveText: Boolean; FModuleText, FIntfText, FFormText: string; FWebWizardExt: IWebProjectCreatorExt; protected function NewImplSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; override; function NewIntfSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; override; function NewFormFileText(const FormIdent, AncestorIdent: string): string; override; procedure GetText(const ModuleIdent, FormIdent, AncestorIdent: string); public constructor Create(const APersonality: string; AProjectType: TProjectType; const ACoClass: string; WebWizardExt: IWebProjectCreatorExt); end; {$ENDIF} TOTAFile = class(TInterfacedObject, IOTAFile) private FContent: string; public constructor Create(const AContent: string); { IOTAFile } function GetSource: string; function GetAge: TDateTime; end; {$IFDEF SHOWOLDWIZARDS} { TNewWebModuleExpert } TNewWebModuleExpert = class(TNotifierObject, IOTANotifier, IOTAWizard, IOTARepositoryWizard, IOTAProjectWizard, IOTARepositoryWizard80) private FCancelled: Boolean; FPersonality: string; class function GetWebWizardExt: IInterface; static; class procedure SetWebWizardExt(const Value: IInterface); static; property Personality: string read FPersonality; public class property WebWizardExt: IInterface read GetWebWizardExt write SetWebWizardExt; class procedure CreateProject(const APersonality: string; AProjectType: TProjectType; ACoClassName: string; APort: Integer = 8080; AOptions: TCreateWebProjectOptions = []); static; public constructor Create(const APersonality: string); destructor Destroy; override; { IOTANotifier } procedure Destroyed; { IOTAWizard } function GetIDString: string; function GetName: string; procedure Execute; { IOTARespositoryWizard } function GetAuthor: string; function GetComment: string; function GetPage: string; function GetGlyph: Cardinal; function GetState: TWizardState; { IOTARepositoryWizard80 } function GetGalleryCategory: IOTAGalleryCategory; function GetPersonality: string; function GetDesigner: string; { Flag whether the wizard was cancelled } property Cancelled: Boolean read FCancelled; end; {$ENDIF} (* { TNewWebProject } TNewWebProject = class(TIProjectCreatorEx) private FProjectType: TProjectType; FCoClassName: string; function InitProject(ProjectType: TProjectType): TIProjectCreatorEx; function InitCOMProject(const ACoClassName: string): TIProjectCreatorEx; public function Existing: Boolean; override; function GetFileName: string; override; function GetFileSystem: string; override; function NewProjectSource(const ProjectName: string): string; override; procedure NewDefaultModule; override; procedure NewProjectResource(Module: TIModuleInterface); override; function GetOptionName: string; override; function NewOptionSource(const ProjectName: string): string; override; end; { TNewWebModule } TNewWebModule = class(TIModuleCreatorEx) public function Existing: Boolean; override; function GetAncestorName: string; override; function GetFileName: string; override; function GetFileSystem: string; override; function GetFormName: string; override; function NewModuleSource(const UnitIdent, FormIdent, AncestorIdent: string): string; override; procedure FormCreated(Form: TIFormInterface); override; function GetIntfName: string; override; function NewIntfSource(const UnitIdent, FormIdent, AncestorIdent: string): string; override; end; { TNewFormModule } TNewFormModule = class(TIModuleCreatorEx) public function Existing: Boolean; override; function GetAncestorName: string; override; function GetFileName: string; override; function GetFileSystem: string; override; function GetFormName: string; override; function NewModuleSource(const UnitIdent, FormIdent, AncestorIdent: string): string; override; procedure FormCreated(Form: TIFormInterface); override; function GetIntfName: string; override; function NewIntfSource(const UnitIdent, FormIdent, AncestorIdent: string): string; override; end; *) { TCustomWebModule } TCustomWebModule = class(TDataModuleCustomModule)//TDataModuleDesignerCustomModule) procedure ExecuteVerb(Index: Integer); override; function GetVerb(Index: Integer): string; override; function GetVerbCount: Integer; override; procedure ValidateComponent(Component: TComponent); override; end; THackPersistent = class(TPersistent); {$IFDEF SHOWOLDWIZARDS} var InetSources: TInetSources; {$ENDIF} procedure AddBCBAppUnits(AProjectType: TProjectType); begin // NOTE: This is done so that the linker finds the added file _before_ any user code // otherwise the application is not initialized correctly and the app fails. {$IFDEF MSWINDOWS} case AProjectType of ptWinCGI, ptCGI: GetActiveProject.AddFile('CGIApp.obj', False); { do not localize } ptCOM: GetActiveProject.AddFile('SockApp.obj', False); { do not localize } ptApache: GetActiveProject.AddFile('ApacheApp.obj', False); { do not localize } ptApacheTwo: GetActiveProject.AddFile('ApacheTwoApp.obj', False); { do not localize } ptISAPI: GetActiveProject.AddFile('ISAPIApp.obj', False); { do not localize } ptIndyForm: GetActiveProject.AddFile('IdHTTPWebBrokerBridge.obj', False); { do not localize } ptIndyConsole: GetActiveProject.AddFile('IdHTTPWebBrokerBridge.obj', False); { do not localize } end; {$ENDIF} {$IFDEF LINUX} case AProjectType of ptCGI: GetActiveProject.AddFile('CGIApp.o', False); { do not localize } ptApache: GetActiveProject.AddFile('ApacheApp.o', False); { do not localize } ptCOM: GetActiveProject.AddFile('SockApp.o', False); { do not localize } end; {$ENDIF} end; {$IFDEF SHOWOLDWIZARDS} { TNewWebModuleExpert } constructor TNewWebmoduleExpert.Create(const APersonality: string); begin inherited Create; FPersonality := APersonality; //NewWebModuleExpertCounter := Self; end; destructor TNewWebModuleExpert.Destroy; begin //NewWebModuleExpert := nil; inherited Destroy; end; function TNewWebModuleExpert.GetName: string; begin Result := sNewWebModuleExpertName; end; function TNewWebModuleExpert.GetAuthor: string; begin Result := 'Embarcadero'; // do not localize end; function TNewWebModuleExpert.GetComment: string; begin Result := sNewWebModuleExpertComment; end; function TNewWebModuleExpert.GetPage: string; begin Result := sNewPage; end; {$IFDEF MSWINDOWS} function TNewWebModuleExpert.GetGlyph: Cardinal; begin Result := LoadIcon(HInstance, 'WEBAPP'); end; {$ENDIF} {$IFDEF LINUX} var (* XPM *) InetWizLin: array[0..41] of PChar = ( (* width height ncolors chars_per_pixel *) '32 32 9 1', (* colors *) ' c #000000', '. c None', 'X c #C0C0C0', 'o c #808080', 'O c #000080', '+ c #FFFFFF', '@ c #008000', '# c #808000', '$ c #0000FF', (* pixels *) '................................', '.........XXXXXXX................', '.......XXXOOOOOOOO..............', '......XXOOOOOOOOOOOO............', '.....XX@OOOOOOOOOOOOO...........', '....XXO@@@@O@@OOOO@@OO..........', '...XXOO@###@O@@@@O@@OO..........', '...XOOO@#@@@@@@@@@@OOOO.........', '..XXOOO@@@#@O@@@O#@OOOO.........', '..XOOOO@@O@@@O@@@@OOOOO.........', '..XOOOOO@@#@@#@#@@OOOOOO........', '..XOOOOO@#@@#@@#@OOOOOOO........', '..XOOOOO@@#@#@#@@OOOOOOo........', '..XOOOOOO@#@@@@@@@OOOOoo........', '..XOOOOOOOO@#@O@@@OOOOoo........', '...OOOOOOOOO@@@OO@OOOOo.........', '...OOOOOOO .', '....@OOOOO $$$$$$$$$$$$ X X X o.', '....OOOOOO o.', '.....OOOOO ++++++++++++++++++ o.', '......OOOO ++++++++++++++++++ o.', '........OO ++++++++++++++++++ o.', '.......... ++++++++++++++++++ o.', '.......... ++++XXXXXX+XXXXXX+ o.', '.......... ++++X++++ +X++++ + o.', '.......... ++++X +X + o.', '.......... ++++++++++++++++++ o.', '.......... o.', '..........ooooooooooooooooooooo.', '................................', '................................', '................................' ); function TNewWebModuleExpert.GetGlyph: Cardinal; begin Result := Cardinal(@InetWizLin); end; {$ENDIF} function TNewWebModuleExpert.GetState: TWizardState; begin Result := []; end; function TNewWebModuleExpert.GetIDString: string; begin Result := 'Borland.NewWebModule' + '.' + Personality; // do not localize end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} type TCustomizeForm = class(TInterfacedObject, ICustomizeForm) private FForm: TNewWebAppForm; FPrevFrame: TFrame; constructor Create(AForm: TNewWebAppForm); procedure AppendFrame(AFrame: TFrame); end; constructor TCustomizeForm.Create(AForm: TNewWebAppForm); begin FForm := AForm; end; procedure TCustomizeForm.AppendFrame(AFrame: TFrame); var LTop: Integer; LMargins: TRect; begin LMargins.Left := FForm.Panel1.Left; LMargins.Right := FForm.Width - (FForm.Panel1.Left + FForm.Panel1.Width); LMargins.Top := FForm.Panel1.Top; LMargins.Bottom := LMargins.Top; if FPrevFrame <> nil then begin FPrevFrame.Anchors := FPrevFrame.Anchors - [TAnchorKind.akBottom]; LTop := FPrevFrame.Top + FPrevFrame.Height + LMargins.Top; end else begin FForm.Panel1.Anchors := FForm.Panel1.Anchors - [TAnchorKind.akBottom]; LTop := FForm.Panel1.Top + FForm.Panel1.Height + LMargins.Top; end; FForm.Height := FForm.Height + AFrame.Height + LMargins.Top; FPrevFrame := AFrame; FForm.InsertControl(AFrame); if AFrame.Width > FForm.Panel1.Width then FForm.Width := FForm.Width + AFrame.Width - FForm.Panel1.Width; AFrame.Top := LTop; AFrame.Left := LMargins.Left; AFrame.Width := FForm.Panel1.Width; AFrame.Anchors := [TAnchorKind.akLeft, TAnchorKind.akRight, TAnchorKind.akTop]; AFrame.TabOrder := FForm.OKButton.TabOrder; FForm.OKButton.TabOrder := FForm.OKButton.TabOrder + 1; FForm.CancelButton.TabOrder := FForm.CancelButton.TabOrder + 1; FForm.HelpButton.TabOrder := FForm.HelpButton.TabOrder + 1; end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} procedure TNewWebModuleExpert.Execute; var LWebWizardExt: IWebWizardExt; LWebWizardExt2: IWebWizardExt2; LNewWebAppForm: TNewWebAppForm; LCreateWebProjectOptions: TCreateWebProjectOptions; begin LNewWebAppForm := TNewWebAppForm.Create(Application); if Supports(WebWizardExt, IWebWizardExt2, LWebWizardExt2) then LNewWebAppForm.ValidateProcedure := procedure begin LWebWizardExt2.ValidateForm(LNewWebAppForm); end; LCreateWebProjectOptions := []; Supports(WebWizardExt, IWebWizardExt, LWebWizardExt); with LNewWebAppForm do try if Assigned(LWebWizardExt) then begin Caption := LWebWizardExt.GetCaption; HelpContext := LWebWizardExt.GetHelpContext; { Here the Wizard extension does not want cross-platform abilities } if woNoCrossPlatformCB in LWebWizardExt.Options then begin cbCrossPlatform.Visible := False; cbCrossPlatform.Checked := False; end; if woOutputToProjectDirectory in LWebWizardExt.Options then Include(LCreateWebProjectOptions, wpOutputToProjectDirectory); if woDBXTerminateThreads in LWebWizardExt.Options then Include(LCreateWebProjectOptions, wbDBXTerminateThreads); if Supports(WebWizardExt, IWebWizardExt2, LWebWizardExt2) then LWebWizardExt2.CustomizeForm(TCustomizeForm.Create(LNewWebAppForm)); end; FCancelled := True; if ShowModal = mrOK then begin // if cbCrossPlatform.checked then // InetSources.SourceFlags := sfClx // else // InetSources.SourceFlags := sfVcl; // try // FCancelled := False; // if CreateNewApacheApp.Checked then // (BorlandIDEServices as IOTAModuleServices).CreateModule( // TWebProjectCreator.Create(ptApache, Personality)) // else if CreateNewCOMWebApp.Checked then // (BorlandIDEServices as IOTAModuleServices).CreateModule( // TWebProjectCreator.Create(CoClassName.Text, Personality)) // else if CreateNewCGIApp.Checked then // (BorlandIDEServices as IOTAModuleServices).CreateModule( // TWebProjectCreator.Create(ptCGI, Personality)) //{$IFDEF MSWINDOWS} // else if CreateNewApacheTwoApp.Checked then // (BorlandIDEServices as IOTAModuleServices).CreateModule( // TWebProjectCreator.Create(ptApacheTwo, Personality)) // else if CreateNewISAPIApp.Checked then // (BorlandIDEServices as IOTAModuleServices).CreateModule( // TWebProjectCreator.Create(ptISAPI, Personality)) // else if CreateNewIndyConsoleApp.Checked then // (BorlandIDEServices as IOTAModuleServices).CreateModule( // TWebProjectCreator.Create(ptIndyConsole, Personality)) // else if CreateNewIndyVCLApp.Checked then // (BorlandIDEServices as IOTAModuleServices).CreateModule( // TWebProjectCreator.Create(ptIndyForm, Personality)) //{$ENDIF} // finally // InetSources.SourceFlags := sfActiveDesigner; // end; CreateProject(Personality, ProjectType, CoClassName.Text, 8080, LCreateWebProjectOptions); //cbCrossPlatform.checked); end; finally Free; end; end; class procedure TNewWebModuleExpert.CreateProject(const APersonality: string; AProjectType: TProjectType; ACoClassName: string; APort: Integer; AOptions: TCreateWebProjectOptions); begin if wpCrossplatform in AOptions then InetSources.SourceFlags := sfClx else InetSources.SourceFlags := sfVcl; try case AProjectType of ptISAPI: (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebProjectCreator.Create(ptISAPI, APersonality, AOptions)); ptCGI: (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebProjectCreator.Create(ptCGI, APersonality, AOptions)); ptCOM: (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebProjectCreator.Create(ACoClassName, APersonality, AOptions)); ptApache: (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebProjectCreator.Create(ptApache, APersonality, AOptions)); ptApacheTwo: (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebProjectCreator.Create(ptApacheTwo, APersonality, AOptions)); ptIndyForm: (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebProjectCreator.Create(ptIndyForm, APersonality, APort, AOptions)); ptIndyConsole: (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebProjectCreator.Create(ptIndyConsole, APersonality, APort, AOptions)); end; finally InetSources.SourceFlags := sfActiveDesigner; end; end; procedure TNewWebModuleExpert.Destroyed; begin WebWizardExt := nil; end; function TNewWebModuleExpert.GetDesigner: string; begin Result := dVCL; end; function TNewWebModuleExpert.GetGalleryCategory: IOTAGalleryCategory; begin Result := nil; end; function TNewWebModuleExpert.GetPersonality: string; begin Result := Personality; end; var FStaticWebWizardExt: IInterface; class function TNewWebModuleExpert.GetWebWizardExt: IInterface; begin Result := FStaticWebWizardExt; end; class procedure TNewWebModuleExpert.SetWebWizardExt(const Value: IInterface); begin FStaticWebWizardExt := Value; end; {$ENDIF} { TCustomWebModule } procEdure TCustomWebModule.ExecuteVerb(Index: Integer); begin if Index = 0 then begin ShowCollectionEditor({TForm(Root.Owner).}Designer, Root, TCustomWebDispatcher(Root).Actions, 'Actions'); end; end; function TCustomWebModule.GetVerb(Index: Integer): string; begin if Index = 0 then Result := sEditURLMap else Result := ''; end; function TCustomWebModule.GetVerbCount: Integer; begin Result := 1; end; procedure TCustomWebModule.ValidateComponent(Component: TComponent); begin if (Component = nil) or (Component is TControl) then raise Exception.CreateRes(@SControlInWebModule); end; {$IFDEF SHOWOLDWIZARDS} { TInetSources } constructor TInetSources.Create(APropValues: TStrings); begin if APropValues <> nil then FPropValues := APropValues else FPropValues := TStringList.Create; FSourceFlags := sfActiveDesigner; end; destructor TInetSources.Destroy; begin FPropValues.Free; inherited; end; function TInetSources.GetInetSources( SourceIndex: TSourceIndex; const APersonality: string; APropValues: TStrings): string; var S: TStrings; begin S := TStringList.Create; try S.Assign(FPropValues); S.Add(SourceTypeNames[SourceIndex] + '=TRUE'); // Do not localize if APropValues <> nil then S.AddStrings(APropValues); Result := GetSourceFromTemplate(WebModFileName(APersonality), S, SourceFlags); finally S.Free; end; end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} function ExecuteWebWizardExt(const AWebWizardExt: IWebWizardExt; const APersonality: string): Boolean; var NewWebModuleExpert: TNewWebModuleExpert; Counter: IInterface; begin NewWebModuleExpert := TNewWebModuleExpert.Create(APersonality); Counter := NewWebModuleExpert as IInterface; TNewWebModuleExpert.WebWizardExt := AWebWizardExt; try NewWebModuleExpert.Execute; finally TNewWebModuleExpert.WebWizardExt := nil; end; Result := not NewWebModuleExpert.Cancelled; end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} procedure CreateWebProject(const AWebProjectCreatorExt: IWebProjectCreatorExt; const APersonality: string; AProjectType: TProjectType; ACoClassName: string; APort: Integer; AOptions: TCreateWebProjectOptions); begin TNewWebModuleExpert.WebWizardExt := AWebProjectCreatorExt; try TNewWebModuleExpert.CreateProject(APersonality, AProjectType, ACoClassName, APort, AOptions); finally TNewWebModuleExpert.WebWizardExt := nil; end; end; { TCreator } function TCreator.GetExisting: Boolean; begin Result := False; end; function TCreator.GetFileSystem: string; begin Result := ''; end; function TCreator.GetOwner: IOTAModule; begin Result := nil; end; function TCreator.GetUnnamed: Boolean; begin Result := True; end; {$ENDIF} { TModuleCreator } (* constructor TModuleCreator.Create(const AProject: IOTAProject; APartial: Boolean; const ADescription, AName, AIdent: string); begin FProject := AProject; FPartial := APartial; FDescription := ADescription; FName := AName; FIdent := AIdent; FSourceTemplate := PChar(LockResource(LoadResource(HInstance, FindResource(HInstance, 'KEYBINDINGSOURCE', RT_RCDATA)))); end; *) (* constructor TModuleCreator.Create(const AProject: IOTAProject); begin FProject := AProject; end; *) {$IFDEF SHOWOLDWIZARDS} procedure TModuleCreator.FormCreated(const FormEditor: IOTAFormEditor); begin end; function TModuleCreator.GetAncestorName: string; begin Result := ''; end; function TModuleCreator.GetCreatorType: string; begin Result := sForm; end; function TModuleCreator.GetFormName: string; begin Result := ''; end; function TModuleCreator.GetImplFileName: string; begin Result := ''; end; function TModuleCreator.GetIntfFileName: string; begin Result := ''; end; function TModuleCreator.GetMainForm: Boolean; begin Result := False; end; function TModuleCreator.GetOwner: IOTAModule; begin Result := GetActiveProject; end; function TModuleCreator.GetShowForm: Boolean; begin Result := True; end; function TModuleCreator.GetShowSource: Boolean; begin Result := True; end; function TModuleCreator.NewFormFile(const FormIdent, AncestorIdent: string): IOTAFile; begin Result := nil; end; const BindingTypes: array[Boolean] of string = ( 'btComplete', 'btPartial'); function TModuleCreator.NewImplSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; begin Result := nil; end; function TModuleCreator.NewIntfSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; begin Result := nil; end; {$ENDIF} { TProjectCreator } (* constructor TProjectCreator.Create(APartial: Boolean; const ADescription, AName, AIdent: string); begin inherited Create; FPartial := APartial; FDescription := ADescription; FName := AName; FIdent := AIdent; end; constructor TProjectCreator.Create(const ACreatorType: string); begin FCreatorType := ACreatorType; end; function TProjectCreator.GetCreatorType: string; begin Result := FCreatorType; end; *) {$IFDEF SHOWOLDWIZARDS} constructor TProjectCreator.Create(const APersonality: string); begin FPersonality := APersonality; end; function TProjectCreator.GetCreatorType: string; begin Result := ''; end; function TProjectCreator.GetFileName: string; begin Result := ''; end; function TProjectCreator.GetOptionFileName: string; begin Result := ''; end; function TProjectCreator.GetProjectPersonality: string; begin Result := Personality; end; function TProjectCreator.GetShowSource: Boolean; begin Result := True; end; procedure TProjectCreator.NewDefaultModule; begin end; procedure TProjectCreator.NewDefaultProjectModule(const Project: IOTAProject); begin NewDefaultModule; end; function TProjectCreator.NewOptionSource(const ProjectName: string): IOTAFile; begin Result := nil; end; procedure TProjectCreator.NewProjectResource(const Project: IOTAProject); begin { do nothing here } end; function TProjectCreator.NewProjectSource(const ProjectName: string): IOTAFile; begin Result := nil; end; {$ENDIF} { TOTAFile } constructor TOTAFile.Create(const AContent: string); begin FContent := AContent; end; function TOTAFile.GetAge: TDateTime; begin Result := -1; end; function TOTAFile.GetSource: string; begin Result := FContent; end; { Register procedure } procedure RegisterWebProjectWizard(const APersonality: string); begin RegisterPackageWizard(TExpertsRepositoryProjectWizardWithProc.Create(APersonality, sNewWebModuleExpertComment, sNewWebModuleExpertName, 'Borland.NewWebModule', // do not localize sNewPage, 'Embarcadero', // do not localize procedure var LUIModule: TInetExpertsUIModule; begin LUIModule := TInetExpertsUIModule.Create(nil); try LUIModule.WebServerProjectWizard.Execute( procedure var LModule: TInetExpertsCreatorsModule; begin LModule := TInetExpertsCreatorsModule.Create(nil); try // Set personality so the correct template files are used LModule.Personality := APersonality; // Indicate which type of project to create LModule.ProjectType := LUIModule.ProjectType; // Indicate port LModule.HTTPPort := LUIModule.HTTPPort; LModule.HTTPS := LUIModule.HTTPS; LModule.CertFileInfo := LUIModule.CertFileInfo; LModule.WebProject.CreateProject(APersonality); finally LModule.Free; end; end); finally LUIModule.Free; end; end, function: Cardinal begin Result := LoadIcon(HInstance, 'WEBAPP') end, TArray<string>.Create(cWin32Platform, cWin64Platform), TArray<string>.Create() ) as IOTAWizard); end; procedure Register; begin RegisterCustomModule(TWebModule, TCustomWebModule); RegisterWebProjectWizard(sDelphiPersonality); RegisterWebProjectWizard(sCBuilderPersonality); end; {$IFDEF SHOWOLDWIZARDS} procedure InitWeb; begin InetSources := TInetSources.Create; end; procedure DoneWeb; begin //NewWebModuleExpertCounter := nil; FreeAndNil(InetSources); end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} { TWebProjectCreator } constructor TWebProjectCreator.Create(ProjectType: TProjectType; const APersonality: string; AOptions: TCreateWebProjectOptions); begin inherited Create(APersonality); FOptions := AOptions; FProjectType := ProjectType; end; constructor TWebProjectCreator.Create(const CoClass: string; const APersonality: string; AOptions: TCreateWebProjectOptions); begin FCoClass := CoClass; Create(ptCOM, APersonality, AOptions); end; constructor TWebProjectCreator.Create(ProjectType: TProjectType; const APersonality: string; APort: Integer; AOptions: TCreateWebProjectOptions); begin FPort := APort; Create(ProjectType, APersonality, AOptions); end; function TWebProjectCreator.GetCreatorType: string; begin case FProjectType of ptISAPI: Result := sLibrary; ptCGI: Result := sConsole; ptCOM: Result := sApplication; ptApache: Result := sLibrary; ptApacheTwo: Result := sLibrary; ptIndyForm: Result := sApplication; ptIndyConsole: Result := sConsole; else Assert(False); end; { 253813: By default C++ creates unmanaged dll's. Web projects need a managed main source file } if (Result = sLibrary) and (FPersonality = sCBuilderPersonality) then Result := ToolsAPI.sCppManagedDll; end; function TWebProjectCreator.NewProjectSource(const ProjectName: string): IOTAFile; var Source, AppType: string; SourceIndex: TSourceIndex; LWebWizardExt3: IWebProjectCreatorExt3; LSetWebModule: Boolean; LPropValues: TStrings; begin case FProjectType of {$IFDEF MSWINDOWS} ptISAPI: SourceIndex := stISAPISource; ptWinCGI: SourceIndex := stWinCGISource; ptApacheTwo: SourceIndex := stApacheTwo; ptIndyForm: SourceIndex := stIndyFormProjectSource; ptIndyConsole: SourceIndex := stIndyConsoleProjectSource; {$ENDIF} ptCGI: SourceIndex := stCGISource; ptApache: SourceIndex := stApache; ptCOM: SourceIndex := stCOMProjectSource; else SourceIndex := stCGISource; end; case FProjectType of ptCGI, ptIndyConsole: AppType := 'CONSOLE' else AppType := 'GUI'; end; // Always set webmodule class in project file unless WebSnap LSetWebModule := True; if Supports(TNewWebModuleExpert.WebWizardExt, IWebProjectCreatorExt3, LWebWizardExt3) then if LWebWizardExt3.HasWebModuleFactory then LSetWebModule := False; LPropValues := TStringList.Create; try if LSetWebModule then begin LPropValues.Add('SetWebModuleClass=TRUE'); end; LPropValues.Add('HTTPPort=' + IntToStr(FPort)); if wbDBXTerminateThreads in FOptions then LPropValues.Add('DBXTerminateThreads=TRUE'); Source := InetSources.GetInetSources(SourceIndex, Personality, LPropValues); finally LPropValues.Free; end; Result := TOTAFile.Create(Format(Source, [ProjectName, AppType, ''])); end; procedure TWebProjectCreator.NewDefaultModule; var LWebWizardExt3: IWebProjectCreatorExt3; LWebWizardExt: IWebProjectCreatorExt; begin { Create Form of ComApp } if (FProjectType = ptCOM) or (FProjectType = ptIndyForm) then begin (BorlandIDEServices as IOTAModuleServices).CreateModule( TFormModuleCreator.Create(Personality, FProjectType, FCoClass, FPort, FOptions)) end; // Check for extensions that handle their own module creation if not Assigned(TNewWebModuleExpert.WebWizardExt) then begin (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebModuleCreator.Create(Personality, FProjectType, FCoClass)) end else begin // Let module that plug in an extension interface handle their // own Web Module creation Supports(TNewWebModuleExpert.WebWizardExt, IWebProjectCreatorExt3, LWebWizardExt3); if LWebWizardExt3 <> nil then LWebWizardExt3.BeforeCreateModule(FProjectType, FCoClass); if (LWebWizardExt3 = nil) or LWebWizardExt3.HasModuleText then begin Supports(TNewWebModuleExpert.WebWizardExt, IWebProjectCreatorExt, LWebWizardExt); (BorlandIDEServices as IOTAModuleServices).CreateModule( TWebExtModuleCreator.Create(Personality, FProjectType, FCoClass, LWebWizardExt)); end; if LWebWizardExt3 <> nil then LWebWizardExt3.AfterCreateModule(FProjectType, FCoClass); end; if wpOutputToProjectDirectory in FOptions then begin SetOutputToProjectDirectory; end; end; procedure TWebProjectCreator.SetInitialOptions(const NewProject: IOTAProject); begin NewProject.ProjectOptions.Values[CommonOptionStrs.sUsingDelphiRTL] := True; end; procedure TWebProjectCreator.SetOutputToProjectDirectory; const cOutputDir = 'OutputDir'; cFinalOutputDir = 'FinalOutputDir'; var LProject: IOTAProject; LProjectConfigurations: IOTAProjectOptionsConfigurations; LConfiguration: IOTABuildConfiguration; begin // Executable must be in same directory as static files files, like html LProject := GetActiveProject; LProject.ProjectOptions.Values[cOutputDir] := '.'; LProject.ProjectOptions.Values[cFinalOutputDir] := '.'; if Supports(LProject.ProjectOptions, IOTAProjectOptionsConfigurations, LProjectConfigurations) then begin LConfiguration := LProjectConfigurations.BaseConfiguration; if LConfiguration <> nil then begin LConfiguration.Value[DCCStrs.sExeOutput] := '.'; LConfiguration.Value[CommonOptionStrs.sFinalOutputDir] := '.'; end; end; end; function TWebProjectCreator.GetFileName: string; var LWebWizardExt3: IWebProjectCreatorExt3; begin Supports(TNewWebModuleExpert.WebWizardExt, IWebProjectCreatorExt3, LWebWizardExt3); if (LWebWizardExt3 = nil) then Result := '' else Result := LWebWizardExt3.GetProjectFileName; end; function TWebProjectCreator.GetFileSystem: string; begin Result := ''; end; function TWebProjectCreator.GetFrameworkType: string; begin if FProjectType in [ptCOM, ptIndyForm] then Result := sFrameworkTypeVCL else Result := sFrameworkTypeNone; end; function TWebProjectCreator.GetPlatforms: TArray<string>; begin if FPersonality = sCBuilderPersonality then Result := TArray<string>.Create(cWin32Platform) else if FPersonality = sDelphiPersonality then Result := TArray<string>.Create(cWin32Platform, cWin64Platform); end; function TWebProjectCreator.GetPreferredPlatform: string; begin Result := cWin32Platform; end; function TWebProjectCreator.GetUnNamed: Boolean; begin Result := not (wpNamedProject in FOptions); end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} { TFormModuleCreator } constructor TFormModuleCreator.Create(const APersonality: string; AProjectType: TProjectType; const ACoClass: string; APort: Integer; AOptions: TCreateWebProjectOptions); begin FPort := APort; FCoClass := ACoClass; FPersonality := APersonality; FProjectType := AProjectType; FFormIndex := stUnknown; FOptions := AOptions; case FProjectType of ptCOM: begin FSourceIndex := stCOMConsoleSource; FIntfIndex := stComConsoleIntf; end; ptIndyForm: begin FSourceIndex := stIndyFormConsoleSource; FIntfIndex := stIndyFormConsoleIntf; FFormIndex := stIndyFormConsoleDFMSource; end else FSourceIndex := stCOMConsoleSource; FIntfIndex := stComConsoleIntf; Assert(False); end; end; function TFormModuleCreator.GetAncestorName: string; begin Result := 'Form'; // Do not localize end; function TFormModuleCreator.GetSource(AIndex: TSourceIndex): string; var LPropValues: TStrings; begin LPropValues := TStringList.Create; try LPropValues.Add('HTTPPort=' + IntToStr(FPort)); if wbDBXTerminateThreads in FOptions then LPropValues.Add('DBXTerminateThreads=TRUE'); Result := InetSources.GetInetSources(AIndex, Personality, LPropValues); finally LPropValues.Free; end; end; function TFormModuleCreator.NewImplSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; var Source: String; S: string; begin if not IsPascal(Personality) then // AddBCBAppUnits called elsewhere for other project types AddBCBAppUnits(FProjectType); //Source := InetSources.GetInetSources(FSourceIndex, Personality, LPorts); Source := GetSource(FSourceIndex); S := Format(Source, [ModuleIdent, FormIdent, AncestorIdent, FCoClass]); Result := TOTAFile.Create(S); end; function TFormModuleCreator.NewIntfSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; var S: string; begin if not IsPascal(Personality) then begin //S := InetSources.GetInetSources(FIntfIndex, Personality); S := GetSource(FIntfIndex); Result := TOTAFile.Create(Format(S, [ModuleIdent, FormIdent, AncestorIdent])); end else Result := nil; end; function TFormModuleCreator.NewFormFile(const FormIdent, AncestorIdent: string): IOTAFile; var S: string; begin if FFormIndex <> stUnknown then begin //S := InetSources.GetInetSources(FFormIndex, Personality); S := GetSource(FFormIndex); Result := TOTAFile.Create(Format(S, [FormIdent, AncestorIdent])); end else Result := nil; end; {$ENDIF} {$IFDEF SHOWOLDWIZARDS} { TWebModuleCreator } constructor TWebModuleCreator.Create(const APersonality: string; AProjectType: TProjectType; const ACoClass: string = ''); begin FProjectType := AProjectType; FPersonality := APersonality; FCoClass := ACoClass; Assert((FCoClass = '') or (FProjectType = ptCom)); end; function TWebModuleCreator.GetAncestorName: string; begin Result := 'WebModule'; end; function TWebModuleCreator.NewImplSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; var Source: string; begin Source := InetSources.GetInetSources(stWebModuleSource, Personality); Result := Format(Source, [ModuleIdent, FormIdent, AncestorIdent]); end; function TWebModuleCreator.NewImplSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; begin if not IsPascal(Personality) then if FProjectType <> ptCOM then AddBCBAppUnits(FProjectType); Result := TOTAFile.Create(NewImplSourceText(ModuleIdent, FormIdent, AncestorIdent)); end; function TWebModuleCreator.NewIntfSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; var S: string; begin S := InetSources.GetInetSources(stWebModuleIntf, Personality); if Trim(S) <> '' then Result := Format(S, [ModuleIdent, FormIdent, AncestorIdent]) else Result := ''; end; function TWebModuleCreator.NewIntfSource(const ModuleIdent, FormIdent, AncestorIdent: string): IOTAFile; var S: string; begin S := NewIntfSourceText(ModuleIdent, FormIdent, AncestorIdent); if Trim(S) <> '' then Result := TOTAFile.Create(S) else Result := nil; end; function TWebModuleCreator.NewFormFile(const FormIdent, AncestorIdent: string): IOTAFile; var S: string; begin S := NewFormFileText(FormIdent, AncestorIdent); if S <> '' then Result := TOTAFile.Create(S) else Result := nil; end; function TWebModuleCreator.NewFormFileText(const FormIdent, AncestorIdent: string): string; var Source: string; begin Source := InetSources.GetInetSources(stWebModuleDFMSource, Personality); Result := Format(Source, [FormIdent, AncestorIdent]); end; { TWebExtModuleCreator } constructor TWebExtModuleCreator.Create(const APersonality: string; AProjectType: TProjectType; const ACoClass: string; WebWizardExt: IWebProjectCreatorExt); begin inherited Create(APersonality, AProjectType, ACoClass); FWebWizardExt := WebWizardExt; end; procedure TWebExtModuleCreator.GetText(const ModuleIdent, FormIdent, AncestorIdent: string); begin if not FHaveText then begin FHaveText := True; FWebWizardExt.CreateModuleText(FProjectType, FCoClass, ModuleIdent, FormIdent, AncestorIdent, FModuleText, FIntfText, FFormText); end; end; function TWebExtModuleCreator.NewFormFileText(const FormIdent, AncestorIdent: string): string; begin Assert(FHaveText); Result := FFormText; end; function TWebExtModuleCreator.NewImplSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; begin GetText(ModuleIdent, FormIdent, AncestorIdent); Result := FModuleText; end; function TWebExtModuleCreator.NewIntfSourceText(const ModuleIdent, FormIdent, AncestorIdent: string): string; begin GetText(ModuleIdent, FormIdent, AncestorIdent); Result := FIntfText; end; initialization InitWeb; finalization DoneWeb; {$ENDIF} end.
unit UnRelatorioModelo; interface uses Windows, Messages, SysUtils, Variants, Classes, Graphics, Controls, Forms, Dialogs, FMTBcd, DB, DBClient, Provider, SqlExpr, { helsonsant } Util, DataUtil, UnModelo; type TRelatorioModelo = class(TModelo) SqlTemp: TSQLDataSet; protected function GetSQL: TSql; override; public procedure CarregarResultadoGeral(const DataInicial, DataFinal: TDate); overload; procedure CarregarResultadoGeral(const Mes: string; const DataInicial, DataFinal: TDate); overload; end; implementation uses DateUtils; {$R *.dfm} { TRelatorioModelo } procedure TRelatorioModelo.CarregarResultadoGeral(const DataInicial, DataFinal: TDate); var _meses: TMap; _mes, _ano: Integer; _dataSet: TClientDataSet; _competenciaInicial, _competenciaFinal: string; function RetornarDataTexto(const Dia, Mes, Ano: Integer): string; begin Result := Self.FUtil.Text.EZeros(IntToStr(Dia), 2) + '/' + Self.FUtil.Text.EZeros(IntToStr(Mes), 2) + '/' + Self.FUtil.Text.EZeros(IntToStr(Ano), 4); end; begin _meses := TMap.Create .Gravar('1', 'JAN_') .Gravar('2', 'FEV_') .Gravar('3', 'MAR_') .Gravar('4', 'ABR_') .Gravar('5', 'MAI_') .Gravar('6', 'JUN_') .Gravar('7', 'JUL_') .Gravar('8', 'AGO_') .Gravar('9', 'SET_') .Gravar('10', 'OUT_') .Gravar('11', 'NOV_') .Gravar('12', 'DEZ_'); _dataSet := Self.cds; _dataSet.Active := False; _dataSet.CommandText := 'SELECT CAT_OID, CAT_DES CATEGORIA, ' + 'ESCLR_MOEDA JAN_, ' + 'ESCLR_MOEDA FEV_, ' + 'ESCLR_MOEDA MAR_, ' + 'ESCLR_MOEDA ABR_, ' + 'ESCLR_MOEDA MAI_, ' + 'ESCLR_MOEDA JUN_, ' + 'ESCLR_MOEDA JUL_, ' + 'ESCLR_MOEDA AGO_, ' + 'ESCLR_MOEDA SET_, ' + 'ESCLR_MOEDA OUT_, ' + 'ESCLR_MOEDA NOV_, ' + 'ESCLR_MOEDA DEZ_ ' + 'FROM CAT, ESCLR ' + 'UNION ' + 'SELECT 5 CAT_OID, ' + QuotedStr('RESULTADO') + ' CATEGORIA, ' + 'ESCLR_MOEDA JAN_, ' + 'ESCLR_MOEDA FEV_, ' + 'ESCLR_MOEDA MAR_, ' + 'ESCLR_MOEDA ABR_, ' + 'ESCLR_MOEDA MAI_, ' + 'ESCLR_MOEDA JUN_, ' + 'ESCLR_MOEDA JUL_, ' + 'ESCLR_MOEDA AGO_, ' + 'ESCLR_MOEDA SET_, ' + 'ESCLR_MOEDA OUT_, ' + 'ESCLR_MOEDA NOV_, ' + 'ESCLR_MOEDA DEZ_ ' + 'FROM ESCLR ' + 'ORDER BY 1'; _dataSet.Open; _competenciaInicial := FormatDateTime('yyyymm', DataInicial); _competenciaFinal := FormatDateTime('yyyymm', DataFinal); if _competenciaInicial = _competenciaFinal then Self.CarregarResultadoGeral('JAN_', DataInicial, DataFinal) else begin _competenciaInicial := FormatDateTime('yyyy', DataInicial); Self.SqlTemp.Active := False; Self.SqlTemp.CommandText := 'SELECT DISTINCT COMPETENCIA ' + 'FROM ( ' + 'SELECT DISTINCT EXTRACT(YEAR FROM CCORMV_DATA) || LPAD(EXTRACT(MONTH FROM CCORMV_DATA), 2, ''0'') COMPETENCIA ' + 'FROM CCORMV ' + 'WHERE EXTRACT(YEAR FROM CCORMV_DATA) = :ANO ' + 'UNION ' + 'SELECT DISTINCT EXTRACT(YEAR FROM CXMV_DATA) || LPAD(EXTRACT(MONTH FROM CXMV_DATA), 2, ''0'') COMPETENCIA ' + 'FROM CXMV ' + 'WHERE EXTRACT(YEAR FROM CXMV_DATA) = :ANO ' + ') ORDER BY COMPETENCIA'; Self.SqlTemp.Params.ParamByName('ANO').AsSmallInt := StrToInt(_competenciaInicial); Self.SqlTemp.Open; Self.SqlTemp.First; while not Self.SqlTemp.Eof do begin _mes := StrToInt(Copy(Self.SqlTemp.FieldByName('competencia').AsString, 5, 2)); _ano := StrToInt(Copy(Self.SqlTemp.FieldByName('competencia').AsString, 1, 4)); _competenciaInicial := '01' + '/' + IntToStr(_mes) + '/' + IntToStr(_ano); _competenciaFinal := IntToStr(DaysInAMonth(_ano, _mes)) + '/' + IntToStr(_mes) + '/' + IntToStr(_ano); Self.CarregarResultadoGeral(_meses.Ler(IntToStr(_mes)).ComoTexto, StrToDate(_competenciaInicial), StrToDate(_competenciaFinal)); Self.SqlTemp.Next; end; end; end; procedure TRelatorioModelo.CarregarResultadoGeral(const Mes: string; const DataInicial, DataFinal: TDate); var _receitas, _impostos, _despesasFixas, _despesasVariaveis: Real; begin { RECEITAS } Self.Sql.Active := False; Self.Sql.CommandText := 'SELECT SUM(RECEITAS) RECEITAS ' + 'FROM ( ' + 'SELECT SUM(CXMV_VALOR) RECEITAS ' + 'FROM CXMV ' + 'WHERE CAT_OID = 0 AND CXMV_DATA BETWEEN :INICIO AND :FIM ' + 'UNION ' + 'SELECT SUM(CCORMV_VALOR) RECEITAS ' + 'FROM CCORMV ' + 'WHERE CAT_OID = 0 AND CCORMV_DATA BETWEEN :INICIO AND :FIM' + ')'; Self.Sql.Params.ParamByName('INICIO').AsDate := DataInicial; Self.Sql.Params.ParamByName('FIM').AsDate := DataFinal; Self.Sql.Open; _receitas := Self.Sql.FieldByName('RECEITAS').AsCurrency; { IMPOSTOS } Self.Sql.Active := False; Self.Sql.CommandText := 'SELECT SUM(IMPOSTOS) IMPOSTOS ' + 'FROM ( ' + 'SELECT SUM(CXMV_VALOR) IMPOSTOS ' + 'FROM CXMV ' + 'WHERE CAT_OID = 3 AND CXMV_DATA BETWEEN :INICIO AND :FIM ' + 'UNION ' + 'SELECT SUM(CCORMV_VALOR) IMPOSTOS ' + 'FROM CCORMV ' + 'WHERE CAT_OID = 3 AND CCORMV_DATA BETWEEN :INICIO AND :FIM' + ')'; Self.Sql.Params.ParamByName('INICIO').AsDate := DataInicial; Self.Sql.Params.ParamByName('FIM').AsDate := DataFinal; Self.Sql.Open; _impostos := Self.Sql.FieldByName('IMPOSTOS').AsCurrency; { DESPESAS FIXAS } Self.Sql.Active := False; Self.Sql.CommandText := 'SELECT SUM(DESPESAS_FIXAS) DESPESAS_FIXAS ' + 'FROM ( ' + 'SELECT SUM(CXMV_VALOR) DESPESAS_FIXAS ' + 'FROM CXMV ' + 'WHERE CAT_OID = 1 AND CXMV_DATA BETWEEN :INICIO AND :FIM ' + 'UNION ' + 'SELECT SUM(CCORMV_VALOR) DESPESAS_FIXAS ' + 'FROM CCORMV ' + 'WHERE CAT_OID = 1 AND CCORMV_DATA BETWEEN :INICIO AND :FIM' + ')'; Self.Sql.Params.ParamByName('INICIO').AsDate := DataInicial; Self.Sql.Params.ParamByName('FIM').AsDate := DataFinal; Self.Sql.Open; _despesasFixas := Self.Sql.FieldByName('DESPESAS_FIXAS').AsCurrency; { DESPESAS VARIÁVEIS } Self.Sql.Active := False; Self.Sql.CommandText := 'SELECT SUM(DESPESAS_VARIAVEIS) DESPESAS_VARIAVEIS ' + 'FROM ( ' + 'SELECT SUM(CXMV_VALOR) DESPESAS_VARIAVEIS ' + 'FROM CXMV ' + 'WHERE CAT_OID = 2 AND CXMV_DATA BETWEEN :INICIO AND :FIM ' + 'UNION ' + 'SELECT SUM(CCORMV_VALOR) DESPESAS_VARIAVEIS ' + 'FROM CCORMV ' + 'WHERE CAT_OID = 2 AND CCORMV_DATA BETWEEN :INICIO AND :FIM' + ')'; Self.Sql.Params.ParamByName('INICIO').AsDate := DataInicial; Self.Sql.Params.ParamByName('FIM').AsDate := DataFinal; Self.Sql.Open; _despesasVariaveis := Self.Sql.FieldByName('DESPESAS_VARIAVEIS').AsCurrency; { Registra Resultados } Self.cds.First; Self.cds.Edit; Self.cds.FieldByName(Mes).AsCurrency := _receitas; Self.cds.Next; Self.cds.Edit; Self.cds.FieldByName(Mes).AsCurrency := _impostos; Self.cds.Next; Self.cds.Edit; Self.cds.FieldByName(Mes).AsCurrency := _despesasFixas; Self.cds.Next; Self.cds.Edit; Self.cds.FieldByName(Mes).AsCurrency := _despesasVariaveis; Self.cds.Next; Self.cds.Edit; Self.cds.FieldByName(Mes).AsCurrency := _receitas - _impostos - _despesasFixas - _despesasVariaveis; Self.cds.Post; end; function TRelatorioModelo.GetSQL: TSql; begin if Self.FSql = nil then Self.FSql := TSql.Create; Result := Self.FSql; end; initialization RegisterClass(TRelatorioModelo); end.
namespace WxListboxDemo; interface uses Wx, System.IO, System.Drawing, System; type MyFrame = class(Frame) protected mainsizer, editsizer, logosizer: BoxSizer; toppanel, logopanel, logofillerleft, logofillerright: Panel; textbox: TextCtrl; addbutton: Button; mainlistbox: ListBox; image: StaticBitmap; procedure InitializeComponents; procedure AddButtonClick(sender: Object; ev: &Event); public constructor; end; ListboxApp = class(App) public function OnInit: Boolean; override; class procedure Main; end; implementation procedure MyFrame.InitializeComponents; begin toppanel := new Panel(self, -1); textbox := new TextCtrl(toppanel, -1, ''); addbutton := new Button(toppanel, -1, '&Add', wxDefaultPosition, wxDefaultSize, 0); mainlistbox := new ListBox(self, -1, wxDefaultPosition, wxDefaultSize, 0, new string[0], 0); logopanel := new Panel(self, -1); logofillerleft := new Panel(logopanel, -1); image := new StaticBitmap(logopanel, -1, new wx.Bitmap( Path.Combine(Path.GetDirectoryName(typeof(MyFrame).Assembly.Location), 'powered-by-oxygene-transpare.png'), BitmapType.wxBITMAP_TYPE_PNG)); logofillerright := new Panel(logopanel, -1); Title := 'WxWidgets Listbox Demo'; addbutton.SetDefault(); addbutton.Click += AddButtonClick; mainlistbox.Selection := 0; editsizer := new BoxSizer(Orientation.wxHORIZONTAL); editsizer.Add(textbox, 1, wx.Direction.wxALL, 8); editsizer.Add(addbutton, 0, wx.Direction.wxALL, 8); editsizer.Fit(toppanel); editsizer.SetSizeHints(toppanel); toppanel.AutoLayout := true; toppanel.Sizer := editsizer; logosizer := new BoxSizer(Orientation.wxHORIZONTAL); logosizer.Add(logofillerleft, 1, wx.Stretch.wxEXPAND, 0); logosizer.Add(image, 0, wx.Stretch.wxEXPAND or wx.Alignment.wxALIGN_CENTER_HORIZONTAL, 0); logosizer.Add(logofillerright, 1, wx.Stretch.wxEXPAND, 0); logosizer.Fit(logopanel); logosizer.SetSizeHints(logopanel); logopanel.AutoLayout := true; logopanel.Sizer := logosizer; mainsizer := new BoxSizer(Orientation.wxVERTICAL); mainsizer.Add(toppanel, 0, wx.Stretch.wxEXPAND, 0); mainsizer.Add(mainlistbox, 1, wx.Stretch.wxEXPAND, 0); mainsizer.Add(logopanel, 0, wx.Stretch.wxEXPAND, 0); mainsizer.Fit(self); mainsizer.SetSizeHints(self); AutoLayout := true; SetSize(492, 499); SetSizer(mainsizer); Layout(); end; constructor MyFrame; begin inherited constructor(nil, -1, 'WxWidgets ListBox Demo', wxDefaultPosition, new Size(492, 499), wxDEFAULT_DIALOG_STYLE, 'MyFrame'); InitializeComponents; end; procedure MyFrame.AddButtonClick(sender: Object; ev: &Event); begin mainlistbox.Append(textbox.Title); textbox.Title := ''; textbox.SetFocus; end; function ListboxApp.OnInit: Boolean; var Frame: MyFrame; begin Frame := new MyFrame; Frame.Show(true); Result := true; end; [STAThread] class procedure ListboxApp.Main; var app: ListboxApp := new ListboxApp; begin app.Run; end; end.
unit Unit3_WithPublicVersion; interface uses System.Classes, System.SysUtils; type ICommand = interface procedure Execute(); end; TFooInfo = record Kind: TTypeKind; PropertyName: string; ClassName: string; function isAvaliableForInjection(const aInjection: TVarRec): boolean; end; type TFoo3 = class(TComponent) public function GetElapsedTimeMs: integer; function IsBusy: boolean; virtual; public const Version = '1.0'; end; implementation uses System.RTTI; const ERRMSG_NotSupportedParameter = 'Not supported parameter type to inject!' + 'Parameter index (zaro-based): %d. Paramter type: %s'; function TFoo3.GetElapsedTimeMs: integer; begin Result := 0; end; function TFoo3.IsBusy: TTimeSpan; begin Result := False; end; end.
{ ****************************************************************************** } { Fast KDTree Single Type support } { ****************************************************************************** } { * https://zpascal.net * } { * https://github.com/PassByYou888/zAI * } { * https://github.com/PassByYou888/ZServer4D * } { * https://github.com/PassByYou888/PascalString * } { * https://github.com/PassByYou888/zRasterization * } { * https://github.com/PassByYou888/CoreCipher * } { * https://github.com/PassByYou888/zSound * } { * https://github.com/PassByYou888/zChinese * } { * https://github.com/PassByYou888/zExpression * } { * https://github.com/PassByYou888/zGameWare * } { * https://github.com/PassByYou888/zAnalysis * } { * https://github.com/PassByYou888/FFMPEG-Header * } { * https://github.com/PassByYou888/zTranslate * } { * https://github.com/PassByYou888/InfiniteIoT * } { * https://github.com/PassByYou888/FastMD5 * } { ****************************************************************************** } unit FastKDTreeS; {$INCLUDE zDefine.inc} interface uses CoreClasses, PascalStrings, UnicodeMixedLib, KM; const // Single float: KDTree KDT1DS_Axis = 1; KDT2DS_Axis = 2; KDT3DS_Axis = 3; KDT4DS_Axis = 4; KDT5DS_Axis = 5; KDT6DS_Axis = 6; KDT7DS_Axis = 7; KDT8DS_Axis = 8; KDT9DS_Axis = 9; KDT10DS_Axis = 10; KDT11DS_Axis = 11; KDT12DS_Axis = 12; KDT13DS_Axis = 13; KDT14DS_Axis = 14; KDT15DS_Axis = 15; KDT16DS_Axis = 16; KDT17DS_Axis = 17; KDT18DS_Axis = 18; KDT19DS_Axis = 19; KDT20DS_Axis = 20; KDT21DS_Axis = 21; KDT22DS_Axis = 22; KDT23DS_Axis = 23; KDT24DS_Axis = 24; KDT48DS_Axis = 48; KDT52DS_Axis = 52; KDT64DS_Axis = 64; KDT96DS_Axis = 96; KDT128DS_Axis = 128; KDT156DS_Axis = 156; KDT192DS_Axis = 192; KDT256DS_Axis = 256; KDT384DS_Axis = 384; KDT512DS_Axis = 512; KDT800DS_Axis = 800; KDT1024DS_Axis = 1024; type // Single float: KDTree TKDT1DS = class; TKDT1DS_VecType = KM.TKMFloat; // 1D TKDT2DS = class; TKDT2DS_VecType = KM.TKMFloat; // 2D TKDT3DS = class; TKDT3DS_VecType = KM.TKMFloat; // 3D TKDT4DS = class; TKDT4DS_VecType = KM.TKMFloat; // 4D TKDT5DS = class; TKDT5DS_VecType = KM.TKMFloat; // 5D TKDT6DS = class; TKDT6DS_VecType = KM.TKMFloat; // 6D TKDT7DS = class; TKDT7DS_VecType = KM.TKMFloat; // 7D TKDT8DS = class; TKDT8DS_VecType = KM.TKMFloat; // 8D TKDT9DS = class; TKDT9DS_VecType = KM.TKMFloat; // 9D TKDT10DS = class; TKDT10DS_VecType = KM.TKMFloat; // 10D TKDT11DS = class; TKDT11DS_VecType = KM.TKMFloat; // 11D TKDT12DS = class; TKDT12DS_VecType = KM.TKMFloat; // 12D TKDT13DS = class; TKDT13DS_VecType = KM.TKMFloat; // 13D TKDT14DS = class; TKDT14DS_VecType = KM.TKMFloat; // 14D TKDT15DS = class; TKDT15DS_VecType = KM.TKMFloat; // 15D TKDT16DS = class; TKDT16DS_VecType = KM.TKMFloat; // 16D TKDT17DS = class; TKDT17DS_VecType = KM.TKMFloat; // 17D TKDT18DS = class; TKDT18DS_VecType = KM.TKMFloat; // 18D TKDT19DS = class; TKDT19DS_VecType = KM.TKMFloat; // 19D TKDT20DS = class; TKDT20DS_VecType = KM.TKMFloat; // 20D TKDT21DS = class; TKDT21DS_VecType = KM.TKMFloat; // 21D TKDT22DS = class; TKDT22DS_VecType = KM.TKMFloat; // 22D TKDT23DS = class; TKDT23DS_VecType = KM.TKMFloat; // 23D TKDT24DS = class; TKDT24DS_VecType = KM.TKMFloat; // 24D TKDT48DS = class; TKDT48DS_VecType = KM.TKMFloat; // 48D TKDT52DS = class; TKDT52DS_VecType = KM.TKMFloat; // 52D TKDT64DS = class; TKDT64DS_VecType = KM.TKMFloat; // 64D TKDT96DS = class; TKDT96DS_VecType = KM.TKMFloat; // 96D TKDT128DS = class; TKDT128DS_VecType = KM.TKMFloat; // 128D TKDT156DS = class; TKDT156DS_VecType = KM.TKMFloat; // 156D TKDT192DS = class; TKDT192DS_VecType = KM.TKMFloat; // 192D TKDT256DS = class; TKDT256DS_VecType = KM.TKMFloat; // 256D TKDT384DS = class; TKDT384DS_VecType = KM.TKMFloat; // 384D TKDT512DS = class; TKDT512DS_VecType = KM.TKMFloat; // 512D TKDT800DS = class; TKDT800DS_VecType = KM.TKMFloat; // 800D TKDT1024DS = class; TKDT1024DS_VecType = KM.TKMFloat; // 1024D // Single float: KDTree TKDT1DS = class(TCoreClassObject) public type // code split TKDT1DS_Vec = array [0 .. KDT1DS_Axis - 1] of TKDT1DS_VecType; PKDT1DS_Vec = ^TKDT1DS_Vec; TKDT1DS_DynamicVecBuffer = array of TKDT1DS_Vec; PKDT1DS_DynamicVecBuffer = ^TKDT1DS_DynamicVecBuffer; TKDT1DS_Source = record buff: TKDT1DS_Vec; Index: Int64; Token: TPascalString; end; PKDT1DS_Source = ^TKDT1DS_Source; TKDT1DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT1DS_Source) - 1] of PKDT1DS_Source; PKDT1DS_SourceBuffer = ^TKDT1DS_SourceBuffer; TKDT1DS_DyanmicSourceBuffer = array of PKDT1DS_Source; PKDT1DS_DyanmicSourceBuffer = ^TKDT1DS_DyanmicSourceBuffer; TKDT1DS_DyanmicStoreBuffer = array of TKDT1DS_Source; PKDT1DS_DyanmicStoreBuffer = ^TKDT1DS_DyanmicStoreBuffer; PKDT1DS_Node = ^TKDT1DS_Node; TKDT1DS_Node = record Parent, Right, Left: PKDT1DS_Node; Vec: PKDT1DS_Source; end; TKDT1DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT1DS_Source; const Data: Pointer); TKDT1DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT1DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT1DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT1DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT1DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT1DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT1DS_DyanmicStoreBuffer; KDBuff: TKDT1DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT1DS_Node; TestBuff: TKDT1DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT1DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT1DS_Node; function GetData(const Index: NativeInt): PKDT1DS_Source; public RootNode: PKDT1DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT1DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT1DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT1DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT1DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1DS_BuildProc); overload; { search } function Search(const buff: TKDT1DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT1DS_Node; overload; function Search(const buff: TKDT1DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT1DS_Node; overload; function Search(const buff: TKDT1DS_Vec; var SearchedDistanceMin: Double): PKDT1DS_Node; overload; function Search(const buff: TKDT1DS_Vec): PKDT1DS_Node; overload; function SearchToken(const buff: TKDT1DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT1DS_DynamicVecBuffer; var OutBuff: TKDT1DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT1DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT1DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT1DS_Vec; overload; class function Vec(const v: TKDT1DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT1DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT1DS_Source; const Data: Pointer); class procedure Test; end; TKDT2DS = class(TCoreClassObject) public type // code split TKDT2DS_Vec = array [0 .. KDT2DS_Axis - 1] of TKDT2DS_VecType; PKDT2DS_Vec = ^TKDT2DS_Vec; TKDT2DS_DynamicVecBuffer = array of TKDT2DS_Vec; PKDT2DS_DynamicVecBuffer = ^TKDT2DS_DynamicVecBuffer; TKDT2DS_Source = record buff: TKDT2DS_Vec; Index: Int64; Token: TPascalString; end; PKDT2DS_Source = ^TKDT2DS_Source; TKDT2DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT2DS_Source) - 1] of PKDT2DS_Source; PKDT2DS_SourceBuffer = ^TKDT2DS_SourceBuffer; TKDT2DS_DyanmicSourceBuffer = array of PKDT2DS_Source; PKDT2DS_DyanmicSourceBuffer = ^TKDT2DS_DyanmicSourceBuffer; TKDT2DS_DyanmicStoreBuffer = array of TKDT2DS_Source; PKDT2DS_DyanmicStoreBuffer = ^TKDT2DS_DyanmicStoreBuffer; PKDT2DS_Node = ^TKDT2DS_Node; TKDT2DS_Node = record Parent, Right, Left: PKDT2DS_Node; Vec: PKDT2DS_Source; end; TKDT2DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT2DS_Source; const Data: Pointer); TKDT2DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT2DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT2DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT2DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT2DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT2DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT2DS_DyanmicStoreBuffer; KDBuff: TKDT2DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT2DS_Node; TestBuff: TKDT2DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT2DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT2DS_Node; function GetData(const Index: NativeInt): PKDT2DS_Source; public RootNode: PKDT2DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT2DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT2DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT2DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT2DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT2DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT2DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT2DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT2DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT2DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT2DS_BuildProc); overload; { search } function Search(const buff: TKDT2DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT2DS_Node; overload; function Search(const buff: TKDT2DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT2DS_Node; overload; function Search(const buff: TKDT2DS_Vec; var SearchedDistanceMin: Double): PKDT2DS_Node; overload; function Search(const buff: TKDT2DS_Vec): PKDT2DS_Node; overload; function SearchToken(const buff: TKDT2DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT2DS_DynamicVecBuffer; var OutBuff: TKDT2DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT2DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT2DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT2DS_Vec; overload; class function Vec(const v: TKDT2DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT2DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT2DS_Source; const Data: Pointer); class procedure Test; end; TKDT3DS = class(TCoreClassObject) public type // code split TKDT3DS_Vec = array [0 .. KDT3DS_Axis - 1] of TKDT3DS_VecType; PKDT3DS_Vec = ^TKDT3DS_Vec; TKDT3DS_DynamicVecBuffer = array of TKDT3DS_Vec; PKDT3DS_DynamicVecBuffer = ^TKDT3DS_DynamicVecBuffer; TKDT3DS_Source = record buff: TKDT3DS_Vec; Index: Int64; Token: TPascalString; end; PKDT3DS_Source = ^TKDT3DS_Source; TKDT3DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT3DS_Source) - 1] of PKDT3DS_Source; PKDT3DS_SourceBuffer = ^TKDT3DS_SourceBuffer; TKDT3DS_DyanmicSourceBuffer = array of PKDT3DS_Source; PKDT3DS_DyanmicSourceBuffer = ^TKDT3DS_DyanmicSourceBuffer; TKDT3DS_DyanmicStoreBuffer = array of TKDT3DS_Source; PKDT3DS_DyanmicStoreBuffer = ^TKDT3DS_DyanmicStoreBuffer; PKDT3DS_Node = ^TKDT3DS_Node; TKDT3DS_Node = record Parent, Right, Left: PKDT3DS_Node; Vec: PKDT3DS_Source; end; TKDT3DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT3DS_Source; const Data: Pointer); TKDT3DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT3DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT3DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT3DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT3DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT3DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT3DS_DyanmicStoreBuffer; KDBuff: TKDT3DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT3DS_Node; TestBuff: TKDT3DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT3DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT3DS_Node; function GetData(const Index: NativeInt): PKDT3DS_Source; public RootNode: PKDT3DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT3DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT3DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT3DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT3DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT3DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT3DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT3DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT3DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT3DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT3DS_BuildProc); overload; { search } function Search(const buff: TKDT3DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT3DS_Node; overload; function Search(const buff: TKDT3DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT3DS_Node; overload; function Search(const buff: TKDT3DS_Vec; var SearchedDistanceMin: Double): PKDT3DS_Node; overload; function Search(const buff: TKDT3DS_Vec): PKDT3DS_Node; overload; function SearchToken(const buff: TKDT3DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT3DS_DynamicVecBuffer; var OutBuff: TKDT3DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT3DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT3DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT3DS_Vec; overload; class function Vec(const v: TKDT3DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT3DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT3DS_Source; const Data: Pointer); class procedure Test; end; TKDT4DS = class(TCoreClassObject) public type // code split TKDT4DS_Vec = array [0 .. KDT4DS_Axis - 1] of TKDT4DS_VecType; PKDT4DS_Vec = ^TKDT4DS_Vec; TKDT4DS_DynamicVecBuffer = array of TKDT4DS_Vec; PKDT4DS_DynamicVecBuffer = ^TKDT4DS_DynamicVecBuffer; TKDT4DS_Source = record buff: TKDT4DS_Vec; Index: Int64; Token: TPascalString; end; PKDT4DS_Source = ^TKDT4DS_Source; TKDT4DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT4DS_Source) - 1] of PKDT4DS_Source; PKDT4DS_SourceBuffer = ^TKDT4DS_SourceBuffer; TKDT4DS_DyanmicSourceBuffer = array of PKDT4DS_Source; PKDT4DS_DyanmicSourceBuffer = ^TKDT4DS_DyanmicSourceBuffer; TKDT4DS_DyanmicStoreBuffer = array of TKDT4DS_Source; PKDT4DS_DyanmicStoreBuffer = ^TKDT4DS_DyanmicStoreBuffer; PKDT4DS_Node = ^TKDT4DS_Node; TKDT4DS_Node = record Parent, Right, Left: PKDT4DS_Node; Vec: PKDT4DS_Source; end; TKDT4DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT4DS_Source; const Data: Pointer); TKDT4DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT4DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT4DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT4DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT4DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT4DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT4DS_DyanmicStoreBuffer; KDBuff: TKDT4DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT4DS_Node; TestBuff: TKDT4DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT4DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT4DS_Node; function GetData(const Index: NativeInt): PKDT4DS_Source; public RootNode: PKDT4DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT4DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT4DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT4DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT4DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT4DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT4DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT4DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT4DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT4DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT4DS_BuildProc); overload; { search } function Search(const buff: TKDT4DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT4DS_Node; overload; function Search(const buff: TKDT4DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT4DS_Node; overload; function Search(const buff: TKDT4DS_Vec; var SearchedDistanceMin: Double): PKDT4DS_Node; overload; function Search(const buff: TKDT4DS_Vec): PKDT4DS_Node; overload; function SearchToken(const buff: TKDT4DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT4DS_DynamicVecBuffer; var OutBuff: TKDT4DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT4DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT4DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT4DS_Vec; overload; class function Vec(const v: TKDT4DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT4DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT4DS_Source; const Data: Pointer); class procedure Test; end; TKDT5DS = class(TCoreClassObject) public type // code split TKDT5DS_Vec = array [0 .. KDT5DS_Axis - 1] of TKDT5DS_VecType; PKDT5DS_Vec = ^TKDT5DS_Vec; TKDT5DS_DynamicVecBuffer = array of TKDT5DS_Vec; PKDT5DS_DynamicVecBuffer = ^TKDT5DS_DynamicVecBuffer; TKDT5DS_Source = record buff: TKDT5DS_Vec; Index: Int64; Token: TPascalString; end; PKDT5DS_Source = ^TKDT5DS_Source; TKDT5DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT5DS_Source) - 1] of PKDT5DS_Source; PKDT5DS_SourceBuffer = ^TKDT5DS_SourceBuffer; TKDT5DS_DyanmicSourceBuffer = array of PKDT5DS_Source; PKDT5DS_DyanmicSourceBuffer = ^TKDT5DS_DyanmicSourceBuffer; TKDT5DS_DyanmicStoreBuffer = array of TKDT5DS_Source; PKDT5DS_DyanmicStoreBuffer = ^TKDT5DS_DyanmicStoreBuffer; PKDT5DS_Node = ^TKDT5DS_Node; TKDT5DS_Node = record Parent, Right, Left: PKDT5DS_Node; Vec: PKDT5DS_Source; end; TKDT5DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT5DS_Source; const Data: Pointer); TKDT5DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT5DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT5DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT5DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT5DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT5DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT5DS_DyanmicStoreBuffer; KDBuff: TKDT5DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT5DS_Node; TestBuff: TKDT5DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT5DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT5DS_Node; function GetData(const Index: NativeInt): PKDT5DS_Source; public RootNode: PKDT5DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT5DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT5DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT5DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT5DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT5DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT5DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT5DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT5DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT5DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT5DS_BuildProc); overload; { search } function Search(const buff: TKDT5DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT5DS_Node; overload; function Search(const buff: TKDT5DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT5DS_Node; overload; function Search(const buff: TKDT5DS_Vec; var SearchedDistanceMin: Double): PKDT5DS_Node; overload; function Search(const buff: TKDT5DS_Vec): PKDT5DS_Node; overload; function SearchToken(const buff: TKDT5DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT5DS_DynamicVecBuffer; var OutBuff: TKDT5DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT5DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT5DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT5DS_Vec; overload; class function Vec(const v: TKDT5DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT5DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT5DS_Source; const Data: Pointer); class procedure Test; end; TKDT6DS = class(TCoreClassObject) public type // code split TKDT6DS_Vec = array [0 .. KDT6DS_Axis - 1] of TKDT6DS_VecType; PKDT6DS_Vec = ^TKDT6DS_Vec; TKDT6DS_DynamicVecBuffer = array of TKDT6DS_Vec; PKDT6DS_DynamicVecBuffer = ^TKDT6DS_DynamicVecBuffer; TKDT6DS_Source = record buff: TKDT6DS_Vec; Index: Int64; Token: TPascalString; end; PKDT6DS_Source = ^TKDT6DS_Source; TKDT6DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT6DS_Source) - 1] of PKDT6DS_Source; PKDT6DS_SourceBuffer = ^TKDT6DS_SourceBuffer; TKDT6DS_DyanmicSourceBuffer = array of PKDT6DS_Source; PKDT6DS_DyanmicSourceBuffer = ^TKDT6DS_DyanmicSourceBuffer; TKDT6DS_DyanmicStoreBuffer = array of TKDT6DS_Source; PKDT6DS_DyanmicStoreBuffer = ^TKDT6DS_DyanmicStoreBuffer; PKDT6DS_Node = ^TKDT6DS_Node; TKDT6DS_Node = record Parent, Right, Left: PKDT6DS_Node; Vec: PKDT6DS_Source; end; TKDT6DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT6DS_Source; const Data: Pointer); TKDT6DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT6DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT6DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT6DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT6DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT6DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT6DS_DyanmicStoreBuffer; KDBuff: TKDT6DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT6DS_Node; TestBuff: TKDT6DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT6DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT6DS_Node; function GetData(const Index: NativeInt): PKDT6DS_Source; public RootNode: PKDT6DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT6DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT6DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT6DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT6DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT6DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT6DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT6DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT6DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT6DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT6DS_BuildProc); overload; { search } function Search(const buff: TKDT6DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT6DS_Node; overload; function Search(const buff: TKDT6DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT6DS_Node; overload; function Search(const buff: TKDT6DS_Vec; var SearchedDistanceMin: Double): PKDT6DS_Node; overload; function Search(const buff: TKDT6DS_Vec): PKDT6DS_Node; overload; function SearchToken(const buff: TKDT6DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT6DS_DynamicVecBuffer; var OutBuff: TKDT6DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT6DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT6DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT6DS_Vec; overload; class function Vec(const v: TKDT6DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT6DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT6DS_Source; const Data: Pointer); class procedure Test; end; TKDT7DS = class(TCoreClassObject) public type // code split TKDT7DS_Vec = array [0 .. KDT7DS_Axis - 1] of TKDT7DS_VecType; PKDT7DS_Vec = ^TKDT7DS_Vec; TKDT7DS_DynamicVecBuffer = array of TKDT7DS_Vec; PKDT7DS_DynamicVecBuffer = ^TKDT7DS_DynamicVecBuffer; TKDT7DS_Source = record buff: TKDT7DS_Vec; Index: Int64; Token: TPascalString; end; PKDT7DS_Source = ^TKDT7DS_Source; TKDT7DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT7DS_Source) - 1] of PKDT7DS_Source; PKDT7DS_SourceBuffer = ^TKDT7DS_SourceBuffer; TKDT7DS_DyanmicSourceBuffer = array of PKDT7DS_Source; PKDT7DS_DyanmicSourceBuffer = ^TKDT7DS_DyanmicSourceBuffer; TKDT7DS_DyanmicStoreBuffer = array of TKDT7DS_Source; PKDT7DS_DyanmicStoreBuffer = ^TKDT7DS_DyanmicStoreBuffer; PKDT7DS_Node = ^TKDT7DS_Node; TKDT7DS_Node = record Parent, Right, Left: PKDT7DS_Node; Vec: PKDT7DS_Source; end; TKDT7DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT7DS_Source; const Data: Pointer); TKDT7DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT7DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT7DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT7DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT7DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT7DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT7DS_DyanmicStoreBuffer; KDBuff: TKDT7DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT7DS_Node; TestBuff: TKDT7DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT7DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT7DS_Node; function GetData(const Index: NativeInt): PKDT7DS_Source; public RootNode: PKDT7DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT7DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT7DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT7DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT7DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT7DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT7DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT7DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT7DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT7DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT7DS_BuildProc); overload; { search } function Search(const buff: TKDT7DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT7DS_Node; overload; function Search(const buff: TKDT7DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT7DS_Node; overload; function Search(const buff: TKDT7DS_Vec; var SearchedDistanceMin: Double): PKDT7DS_Node; overload; function Search(const buff: TKDT7DS_Vec): PKDT7DS_Node; overload; function SearchToken(const buff: TKDT7DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT7DS_DynamicVecBuffer; var OutBuff: TKDT7DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT7DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT7DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT7DS_Vec; overload; class function Vec(const v: TKDT7DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT7DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT7DS_Source; const Data: Pointer); class procedure Test; end; TKDT8DS = class(TCoreClassObject) public type // code split TKDT8DS_Vec = array [0 .. KDT8DS_Axis - 1] of TKDT8DS_VecType; PKDT8DS_Vec = ^TKDT8DS_Vec; TKDT8DS_DynamicVecBuffer = array of TKDT8DS_Vec; PKDT8DS_DynamicVecBuffer = ^TKDT8DS_DynamicVecBuffer; TKDT8DS_Source = record buff: TKDT8DS_Vec; Index: Int64; Token: TPascalString; end; PKDT8DS_Source = ^TKDT8DS_Source; TKDT8DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT8DS_Source) - 1] of PKDT8DS_Source; PKDT8DS_SourceBuffer = ^TKDT8DS_SourceBuffer; TKDT8DS_DyanmicSourceBuffer = array of PKDT8DS_Source; PKDT8DS_DyanmicSourceBuffer = ^TKDT8DS_DyanmicSourceBuffer; TKDT8DS_DyanmicStoreBuffer = array of TKDT8DS_Source; PKDT8DS_DyanmicStoreBuffer = ^TKDT8DS_DyanmicStoreBuffer; PKDT8DS_Node = ^TKDT8DS_Node; TKDT8DS_Node = record Parent, Right, Left: PKDT8DS_Node; Vec: PKDT8DS_Source; end; TKDT8DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT8DS_Source; const Data: Pointer); TKDT8DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT8DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT8DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT8DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT8DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT8DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT8DS_DyanmicStoreBuffer; KDBuff: TKDT8DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT8DS_Node; TestBuff: TKDT8DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT8DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT8DS_Node; function GetData(const Index: NativeInt): PKDT8DS_Source; public RootNode: PKDT8DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT8DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT8DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT8DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT8DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT8DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT8DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT8DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT8DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT8DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT8DS_BuildProc); overload; { search } function Search(const buff: TKDT8DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT8DS_Node; overload; function Search(const buff: TKDT8DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT8DS_Node; overload; function Search(const buff: TKDT8DS_Vec; var SearchedDistanceMin: Double): PKDT8DS_Node; overload; function Search(const buff: TKDT8DS_Vec): PKDT8DS_Node; overload; function SearchToken(const buff: TKDT8DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT8DS_DynamicVecBuffer; var OutBuff: TKDT8DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT8DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT8DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT8DS_Vec; overload; class function Vec(const v: TKDT8DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT8DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT8DS_Source; const Data: Pointer); class procedure Test; end; TKDT9DS = class(TCoreClassObject) public type // code split TKDT9DS_Vec = array [0 .. KDT9DS_Axis - 1] of TKDT9DS_VecType; PKDT9DS_Vec = ^TKDT9DS_Vec; TKDT9DS_DynamicVecBuffer = array of TKDT9DS_Vec; PKDT9DS_DynamicVecBuffer = ^TKDT9DS_DynamicVecBuffer; TKDT9DS_Source = record buff: TKDT9DS_Vec; Index: Int64; Token: TPascalString; end; PKDT9DS_Source = ^TKDT9DS_Source; TKDT9DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT9DS_Source) - 1] of PKDT9DS_Source; PKDT9DS_SourceBuffer = ^TKDT9DS_SourceBuffer; TKDT9DS_DyanmicSourceBuffer = array of PKDT9DS_Source; PKDT9DS_DyanmicSourceBuffer = ^TKDT9DS_DyanmicSourceBuffer; TKDT9DS_DyanmicStoreBuffer = array of TKDT9DS_Source; PKDT9DS_DyanmicStoreBuffer = ^TKDT9DS_DyanmicStoreBuffer; PKDT9DS_Node = ^TKDT9DS_Node; TKDT9DS_Node = record Parent, Right, Left: PKDT9DS_Node; Vec: PKDT9DS_Source; end; TKDT9DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT9DS_Source; const Data: Pointer); TKDT9DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT9DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT9DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT9DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT9DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT9DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT9DS_DyanmicStoreBuffer; KDBuff: TKDT9DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT9DS_Node; TestBuff: TKDT9DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT9DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT9DS_Node; function GetData(const Index: NativeInt): PKDT9DS_Source; public RootNode: PKDT9DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT9DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT9DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT9DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT9DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT9DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT9DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT9DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT9DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT9DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT9DS_BuildProc); overload; { search } function Search(const buff: TKDT9DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT9DS_Node; overload; function Search(const buff: TKDT9DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT9DS_Node; overload; function Search(const buff: TKDT9DS_Vec; var SearchedDistanceMin: Double): PKDT9DS_Node; overload; function Search(const buff: TKDT9DS_Vec): PKDT9DS_Node; overload; function SearchToken(const buff: TKDT9DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT9DS_DynamicVecBuffer; var OutBuff: TKDT9DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT9DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT9DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT9DS_Vec; overload; class function Vec(const v: TKDT9DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT9DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT9DS_Source; const Data: Pointer); class procedure Test; end; TKDT10DS = class(TCoreClassObject) public type // code split TKDT10DS_Vec = array [0 .. KDT10DS_Axis - 1] of TKDT10DS_VecType; PKDT10DS_Vec = ^TKDT10DS_Vec; TKDT10DS_DynamicVecBuffer = array of TKDT10DS_Vec; PKDT10DS_DynamicVecBuffer = ^TKDT10DS_DynamicVecBuffer; TKDT10DS_Source = record buff: TKDT10DS_Vec; Index: Int64; Token: TPascalString; end; PKDT10DS_Source = ^TKDT10DS_Source; TKDT10DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT10DS_Source) - 1] of PKDT10DS_Source; PKDT10DS_SourceBuffer = ^TKDT10DS_SourceBuffer; TKDT10DS_DyanmicSourceBuffer = array of PKDT10DS_Source; PKDT10DS_DyanmicSourceBuffer = ^TKDT10DS_DyanmicSourceBuffer; TKDT10DS_DyanmicStoreBuffer = array of TKDT10DS_Source; PKDT10DS_DyanmicStoreBuffer = ^TKDT10DS_DyanmicStoreBuffer; PKDT10DS_Node = ^TKDT10DS_Node; TKDT10DS_Node = record Parent, Right, Left: PKDT10DS_Node; Vec: PKDT10DS_Source; end; TKDT10DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT10DS_Source; const Data: Pointer); TKDT10DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT10DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT10DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT10DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT10DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT10DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT10DS_DyanmicStoreBuffer; KDBuff: TKDT10DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT10DS_Node; TestBuff: TKDT10DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT10DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT10DS_Node; function GetData(const Index: NativeInt): PKDT10DS_Source; public RootNode: PKDT10DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT10DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT10DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT10DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT10DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT10DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT10DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT10DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT10DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT10DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT10DS_BuildProc); overload; { search } function Search(const buff: TKDT10DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT10DS_Node; overload; function Search(const buff: TKDT10DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT10DS_Node; overload; function Search(const buff: TKDT10DS_Vec; var SearchedDistanceMin: Double): PKDT10DS_Node; overload; function Search(const buff: TKDT10DS_Vec): PKDT10DS_Node; overload; function SearchToken(const buff: TKDT10DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT10DS_DynamicVecBuffer; var OutBuff: TKDT10DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT10DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT10DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT10DS_Vec; overload; class function Vec(const v: TKDT10DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT10DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT10DS_Source; const Data: Pointer); class procedure Test; end; TKDT11DS = class(TCoreClassObject) public type // code split TKDT11DS_Vec = array [0 .. KDT11DS_Axis - 1] of TKDT11DS_VecType; PKDT11DS_Vec = ^TKDT11DS_Vec; TKDT11DS_DynamicVecBuffer = array of TKDT11DS_Vec; PKDT11DS_DynamicVecBuffer = ^TKDT11DS_DynamicVecBuffer; TKDT11DS_Source = record buff: TKDT11DS_Vec; Index: Int64; Token: TPascalString; end; PKDT11DS_Source = ^TKDT11DS_Source; TKDT11DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT11DS_Source) - 1] of PKDT11DS_Source; PKDT11DS_SourceBuffer = ^TKDT11DS_SourceBuffer; TKDT11DS_DyanmicSourceBuffer = array of PKDT11DS_Source; PKDT11DS_DyanmicSourceBuffer = ^TKDT11DS_DyanmicSourceBuffer; TKDT11DS_DyanmicStoreBuffer = array of TKDT11DS_Source; PKDT11DS_DyanmicStoreBuffer = ^TKDT11DS_DyanmicStoreBuffer; PKDT11DS_Node = ^TKDT11DS_Node; TKDT11DS_Node = record Parent, Right, Left: PKDT11DS_Node; Vec: PKDT11DS_Source; end; TKDT11DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT11DS_Source; const Data: Pointer); TKDT11DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT11DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT11DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT11DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT11DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT11DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT11DS_DyanmicStoreBuffer; KDBuff: TKDT11DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT11DS_Node; TestBuff: TKDT11DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT11DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT11DS_Node; function GetData(const Index: NativeInt): PKDT11DS_Source; public RootNode: PKDT11DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT11DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT11DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT11DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT11DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT11DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT11DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT11DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT11DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT11DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT11DS_BuildProc); overload; { search } function Search(const buff: TKDT11DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT11DS_Node; overload; function Search(const buff: TKDT11DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT11DS_Node; overload; function Search(const buff: TKDT11DS_Vec; var SearchedDistanceMin: Double): PKDT11DS_Node; overload; function Search(const buff: TKDT11DS_Vec): PKDT11DS_Node; overload; function SearchToken(const buff: TKDT11DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT11DS_DynamicVecBuffer; var OutBuff: TKDT11DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT11DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT11DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT11DS_Vec; overload; class function Vec(const v: TKDT11DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT11DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT11DS_Source; const Data: Pointer); class procedure Test; end; TKDT12DS = class(TCoreClassObject) public type // code split TKDT12DS_Vec = array [0 .. KDT12DS_Axis - 1] of TKDT12DS_VecType; PKDT12DS_Vec = ^TKDT12DS_Vec; TKDT12DS_DynamicVecBuffer = array of TKDT12DS_Vec; PKDT12DS_DynamicVecBuffer = ^TKDT12DS_DynamicVecBuffer; TKDT12DS_Source = record buff: TKDT12DS_Vec; Index: Int64; Token: TPascalString; end; PKDT12DS_Source = ^TKDT12DS_Source; TKDT12DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT12DS_Source) - 1] of PKDT12DS_Source; PKDT12DS_SourceBuffer = ^TKDT12DS_SourceBuffer; TKDT12DS_DyanmicSourceBuffer = array of PKDT12DS_Source; PKDT12DS_DyanmicSourceBuffer = ^TKDT12DS_DyanmicSourceBuffer; TKDT12DS_DyanmicStoreBuffer = array of TKDT12DS_Source; PKDT12DS_DyanmicStoreBuffer = ^TKDT12DS_DyanmicStoreBuffer; PKDT12DS_Node = ^TKDT12DS_Node; TKDT12DS_Node = record Parent, Right, Left: PKDT12DS_Node; Vec: PKDT12DS_Source; end; TKDT12DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT12DS_Source; const Data: Pointer); TKDT12DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT12DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT12DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT12DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT12DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT12DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT12DS_DyanmicStoreBuffer; KDBuff: TKDT12DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT12DS_Node; TestBuff: TKDT12DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT12DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT12DS_Node; function GetData(const Index: NativeInt): PKDT12DS_Source; public RootNode: PKDT12DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT12DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT12DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT12DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT12DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT12DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT12DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT12DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT12DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT12DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT12DS_BuildProc); overload; { search } function Search(const buff: TKDT12DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT12DS_Node; overload; function Search(const buff: TKDT12DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT12DS_Node; overload; function Search(const buff: TKDT12DS_Vec; var SearchedDistanceMin: Double): PKDT12DS_Node; overload; function Search(const buff: TKDT12DS_Vec): PKDT12DS_Node; overload; function SearchToken(const buff: TKDT12DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT12DS_DynamicVecBuffer; var OutBuff: TKDT12DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT12DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT12DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT12DS_Vec; overload; class function Vec(const v: TKDT12DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT12DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT12DS_Source; const Data: Pointer); class procedure Test; end; TKDT13DS = class(TCoreClassObject) public type // code split TKDT13DS_Vec = array [0 .. KDT13DS_Axis - 1] of TKDT13DS_VecType; PKDT13DS_Vec = ^TKDT13DS_Vec; TKDT13DS_DynamicVecBuffer = array of TKDT13DS_Vec; PKDT13DS_DynamicVecBuffer = ^TKDT13DS_DynamicVecBuffer; TKDT13DS_Source = record buff: TKDT13DS_Vec; Index: Int64; Token: TPascalString; end; PKDT13DS_Source = ^TKDT13DS_Source; TKDT13DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT13DS_Source) - 1] of PKDT13DS_Source; PKDT13DS_SourceBuffer = ^TKDT13DS_SourceBuffer; TKDT13DS_DyanmicSourceBuffer = array of PKDT13DS_Source; PKDT13DS_DyanmicSourceBuffer = ^TKDT13DS_DyanmicSourceBuffer; TKDT13DS_DyanmicStoreBuffer = array of TKDT13DS_Source; PKDT13DS_DyanmicStoreBuffer = ^TKDT13DS_DyanmicStoreBuffer; PKDT13DS_Node = ^TKDT13DS_Node; TKDT13DS_Node = record Parent, Right, Left: PKDT13DS_Node; Vec: PKDT13DS_Source; end; TKDT13DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT13DS_Source; const Data: Pointer); TKDT13DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT13DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT13DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT13DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT13DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT13DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT13DS_DyanmicStoreBuffer; KDBuff: TKDT13DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT13DS_Node; TestBuff: TKDT13DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT13DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT13DS_Node; function GetData(const Index: NativeInt): PKDT13DS_Source; public RootNode: PKDT13DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT13DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT13DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT13DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT13DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT13DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT13DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT13DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT13DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT13DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT13DS_BuildProc); overload; { search } function Search(const buff: TKDT13DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT13DS_Node; overload; function Search(const buff: TKDT13DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT13DS_Node; overload; function Search(const buff: TKDT13DS_Vec; var SearchedDistanceMin: Double): PKDT13DS_Node; overload; function Search(const buff: TKDT13DS_Vec): PKDT13DS_Node; overload; function SearchToken(const buff: TKDT13DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT13DS_DynamicVecBuffer; var OutBuff: TKDT13DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT13DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT13DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT13DS_Vec; overload; class function Vec(const v: TKDT13DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT13DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT13DS_Source; const Data: Pointer); class procedure Test; end; TKDT14DS = class(TCoreClassObject) public type // code split TKDT14DS_Vec = array [0 .. KDT14DS_Axis - 1] of TKDT14DS_VecType; PKDT14DS_Vec = ^TKDT14DS_Vec; TKDT14DS_DynamicVecBuffer = array of TKDT14DS_Vec; PKDT14DS_DynamicVecBuffer = ^TKDT14DS_DynamicVecBuffer; TKDT14DS_Source = record buff: TKDT14DS_Vec; Index: Int64; Token: TPascalString; end; PKDT14DS_Source = ^TKDT14DS_Source; TKDT14DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT14DS_Source) - 1] of PKDT14DS_Source; PKDT14DS_SourceBuffer = ^TKDT14DS_SourceBuffer; TKDT14DS_DyanmicSourceBuffer = array of PKDT14DS_Source; PKDT14DS_DyanmicSourceBuffer = ^TKDT14DS_DyanmicSourceBuffer; TKDT14DS_DyanmicStoreBuffer = array of TKDT14DS_Source; PKDT14DS_DyanmicStoreBuffer = ^TKDT14DS_DyanmicStoreBuffer; PKDT14DS_Node = ^TKDT14DS_Node; TKDT14DS_Node = record Parent, Right, Left: PKDT14DS_Node; Vec: PKDT14DS_Source; end; TKDT14DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT14DS_Source; const Data: Pointer); TKDT14DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT14DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT14DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT14DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT14DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT14DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT14DS_DyanmicStoreBuffer; KDBuff: TKDT14DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT14DS_Node; TestBuff: TKDT14DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT14DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT14DS_Node; function GetData(const Index: NativeInt): PKDT14DS_Source; public RootNode: PKDT14DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT14DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT14DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT14DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT14DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT14DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT14DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT14DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT14DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT14DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT14DS_BuildProc); overload; { search } function Search(const buff: TKDT14DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT14DS_Node; overload; function Search(const buff: TKDT14DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT14DS_Node; overload; function Search(const buff: TKDT14DS_Vec; var SearchedDistanceMin: Double): PKDT14DS_Node; overload; function Search(const buff: TKDT14DS_Vec): PKDT14DS_Node; overload; function SearchToken(const buff: TKDT14DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT14DS_DynamicVecBuffer; var OutBuff: TKDT14DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT14DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT14DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT14DS_Vec; overload; class function Vec(const v: TKDT14DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT14DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT14DS_Source; const Data: Pointer); class procedure Test; end; TKDT15DS = class(TCoreClassObject) public type // code split TKDT15DS_Vec = array [0 .. KDT15DS_Axis - 1] of TKDT15DS_VecType; PKDT15DS_Vec = ^TKDT15DS_Vec; TKDT15DS_DynamicVecBuffer = array of TKDT15DS_Vec; PKDT15DS_DynamicVecBuffer = ^TKDT15DS_DynamicVecBuffer; TKDT15DS_Source = record buff: TKDT15DS_Vec; Index: Int64; Token: TPascalString; end; PKDT15DS_Source = ^TKDT15DS_Source; TKDT15DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT15DS_Source) - 1] of PKDT15DS_Source; PKDT15DS_SourceBuffer = ^TKDT15DS_SourceBuffer; TKDT15DS_DyanmicSourceBuffer = array of PKDT15DS_Source; PKDT15DS_DyanmicSourceBuffer = ^TKDT15DS_DyanmicSourceBuffer; TKDT15DS_DyanmicStoreBuffer = array of TKDT15DS_Source; PKDT15DS_DyanmicStoreBuffer = ^TKDT15DS_DyanmicStoreBuffer; PKDT15DS_Node = ^TKDT15DS_Node; TKDT15DS_Node = record Parent, Right, Left: PKDT15DS_Node; Vec: PKDT15DS_Source; end; TKDT15DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT15DS_Source; const Data: Pointer); TKDT15DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT15DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT15DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT15DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT15DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT15DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT15DS_DyanmicStoreBuffer; KDBuff: TKDT15DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT15DS_Node; TestBuff: TKDT15DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT15DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT15DS_Node; function GetData(const Index: NativeInt): PKDT15DS_Source; public RootNode: PKDT15DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT15DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT15DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT15DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT15DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT15DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT15DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT15DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT15DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT15DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT15DS_BuildProc); overload; { search } function Search(const buff: TKDT15DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT15DS_Node; overload; function Search(const buff: TKDT15DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT15DS_Node; overload; function Search(const buff: TKDT15DS_Vec; var SearchedDistanceMin: Double): PKDT15DS_Node; overload; function Search(const buff: TKDT15DS_Vec): PKDT15DS_Node; overload; function SearchToken(const buff: TKDT15DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT15DS_DynamicVecBuffer; var OutBuff: TKDT15DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT15DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT15DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT15DS_Vec; overload; class function Vec(const v: TKDT15DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT15DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT15DS_Source; const Data: Pointer); class procedure Test; end; TKDT16DS = class(TCoreClassObject) public type // code split TKDT16DS_Vec = array [0 .. KDT16DS_Axis - 1] of TKDT16DS_VecType; PKDT16DS_Vec = ^TKDT16DS_Vec; TKDT16DS_DynamicVecBuffer = array of TKDT16DS_Vec; PKDT16DS_DynamicVecBuffer = ^TKDT16DS_DynamicVecBuffer; TKDT16DS_Source = record buff: TKDT16DS_Vec; Index: Int64; Token: TPascalString; end; PKDT16DS_Source = ^TKDT16DS_Source; TKDT16DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT16DS_Source) - 1] of PKDT16DS_Source; PKDT16DS_SourceBuffer = ^TKDT16DS_SourceBuffer; TKDT16DS_DyanmicSourceBuffer = array of PKDT16DS_Source; PKDT16DS_DyanmicSourceBuffer = ^TKDT16DS_DyanmicSourceBuffer; TKDT16DS_DyanmicStoreBuffer = array of TKDT16DS_Source; PKDT16DS_DyanmicStoreBuffer = ^TKDT16DS_DyanmicStoreBuffer; PKDT16DS_Node = ^TKDT16DS_Node; TKDT16DS_Node = record Parent, Right, Left: PKDT16DS_Node; Vec: PKDT16DS_Source; end; TKDT16DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT16DS_Source; const Data: Pointer); TKDT16DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT16DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT16DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT16DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT16DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT16DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT16DS_DyanmicStoreBuffer; KDBuff: TKDT16DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT16DS_Node; TestBuff: TKDT16DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT16DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT16DS_Node; function GetData(const Index: NativeInt): PKDT16DS_Source; public RootNode: PKDT16DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT16DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT16DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT16DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT16DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT16DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT16DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT16DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT16DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT16DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT16DS_BuildProc); overload; { search } function Search(const buff: TKDT16DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT16DS_Node; overload; function Search(const buff: TKDT16DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT16DS_Node; overload; function Search(const buff: TKDT16DS_Vec; var SearchedDistanceMin: Double): PKDT16DS_Node; overload; function Search(const buff: TKDT16DS_Vec): PKDT16DS_Node; overload; function SearchToken(const buff: TKDT16DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT16DS_DynamicVecBuffer; var OutBuff: TKDT16DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT16DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT16DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT16DS_Vec; overload; class function Vec(const v: TKDT16DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT16DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT16DS_Source; const Data: Pointer); class procedure Test; end; TKDT17DS = class(TCoreClassObject) public type // code split TKDT17DS_Vec = array [0 .. KDT17DS_Axis - 1] of TKDT17DS_VecType; PKDT17DS_Vec = ^TKDT17DS_Vec; TKDT17DS_DynamicVecBuffer = array of TKDT17DS_Vec; PKDT17DS_DynamicVecBuffer = ^TKDT17DS_DynamicVecBuffer; TKDT17DS_Source = record buff: TKDT17DS_Vec; Index: Int64; Token: TPascalString; end; PKDT17DS_Source = ^TKDT17DS_Source; TKDT17DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT17DS_Source) - 1] of PKDT17DS_Source; PKDT17DS_SourceBuffer = ^TKDT17DS_SourceBuffer; TKDT17DS_DyanmicSourceBuffer = array of PKDT17DS_Source; PKDT17DS_DyanmicSourceBuffer = ^TKDT17DS_DyanmicSourceBuffer; TKDT17DS_DyanmicStoreBuffer = array of TKDT17DS_Source; PKDT17DS_DyanmicStoreBuffer = ^TKDT17DS_DyanmicStoreBuffer; PKDT17DS_Node = ^TKDT17DS_Node; TKDT17DS_Node = record Parent, Right, Left: PKDT17DS_Node; Vec: PKDT17DS_Source; end; TKDT17DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT17DS_Source; const Data: Pointer); TKDT17DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT17DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT17DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT17DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT17DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT17DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT17DS_DyanmicStoreBuffer; KDBuff: TKDT17DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT17DS_Node; TestBuff: TKDT17DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT17DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT17DS_Node; function GetData(const Index: NativeInt): PKDT17DS_Source; public RootNode: PKDT17DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT17DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT17DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT17DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT17DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT17DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT17DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT17DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT17DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT17DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT17DS_BuildProc); overload; { search } function Search(const buff: TKDT17DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT17DS_Node; overload; function Search(const buff: TKDT17DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT17DS_Node; overload; function Search(const buff: TKDT17DS_Vec; var SearchedDistanceMin: Double): PKDT17DS_Node; overload; function Search(const buff: TKDT17DS_Vec): PKDT17DS_Node; overload; function SearchToken(const buff: TKDT17DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT17DS_DynamicVecBuffer; var OutBuff: TKDT17DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT17DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT17DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT17DS_Vec; overload; class function Vec(const v: TKDT17DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT17DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT17DS_Source; const Data: Pointer); class procedure Test; end; TKDT18DS = class(TCoreClassObject) public type // code split TKDT18DS_Vec = array [0 .. KDT18DS_Axis - 1] of TKDT18DS_VecType; PKDT18DS_Vec = ^TKDT18DS_Vec; TKDT18DS_DynamicVecBuffer = array of TKDT18DS_Vec; PKDT18DS_DynamicVecBuffer = ^TKDT18DS_DynamicVecBuffer; TKDT18DS_Source = record buff: TKDT18DS_Vec; Index: Int64; Token: TPascalString; end; PKDT18DS_Source = ^TKDT18DS_Source; TKDT18DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT18DS_Source) - 1] of PKDT18DS_Source; PKDT18DS_SourceBuffer = ^TKDT18DS_SourceBuffer; TKDT18DS_DyanmicSourceBuffer = array of PKDT18DS_Source; PKDT18DS_DyanmicSourceBuffer = ^TKDT18DS_DyanmicSourceBuffer; TKDT18DS_DyanmicStoreBuffer = array of TKDT18DS_Source; PKDT18DS_DyanmicStoreBuffer = ^TKDT18DS_DyanmicStoreBuffer; PKDT18DS_Node = ^TKDT18DS_Node; TKDT18DS_Node = record Parent, Right, Left: PKDT18DS_Node; Vec: PKDT18DS_Source; end; TKDT18DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT18DS_Source; const Data: Pointer); TKDT18DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT18DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT18DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT18DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT18DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT18DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT18DS_DyanmicStoreBuffer; KDBuff: TKDT18DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT18DS_Node; TestBuff: TKDT18DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT18DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT18DS_Node; function GetData(const Index: NativeInt): PKDT18DS_Source; public RootNode: PKDT18DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT18DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT18DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT18DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT18DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT18DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT18DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT18DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT18DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT18DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT18DS_BuildProc); overload; { search } function Search(const buff: TKDT18DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT18DS_Node; overload; function Search(const buff: TKDT18DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT18DS_Node; overload; function Search(const buff: TKDT18DS_Vec; var SearchedDistanceMin: Double): PKDT18DS_Node; overload; function Search(const buff: TKDT18DS_Vec): PKDT18DS_Node; overload; function SearchToken(const buff: TKDT18DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT18DS_DynamicVecBuffer; var OutBuff: TKDT18DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT18DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT18DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT18DS_Vec; overload; class function Vec(const v: TKDT18DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT18DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT18DS_Source; const Data: Pointer); class procedure Test; end; TKDT19DS = class(TCoreClassObject) public type // code split TKDT19DS_Vec = array [0 .. KDT19DS_Axis - 1] of TKDT19DS_VecType; PKDT19DS_Vec = ^TKDT19DS_Vec; TKDT19DS_DynamicVecBuffer = array of TKDT19DS_Vec; PKDT19DS_DynamicVecBuffer = ^TKDT19DS_DynamicVecBuffer; TKDT19DS_Source = record buff: TKDT19DS_Vec; Index: Int64; Token: TPascalString; end; PKDT19DS_Source = ^TKDT19DS_Source; TKDT19DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT19DS_Source) - 1] of PKDT19DS_Source; PKDT19DS_SourceBuffer = ^TKDT19DS_SourceBuffer; TKDT19DS_DyanmicSourceBuffer = array of PKDT19DS_Source; PKDT19DS_DyanmicSourceBuffer = ^TKDT19DS_DyanmicSourceBuffer; TKDT19DS_DyanmicStoreBuffer = array of TKDT19DS_Source; PKDT19DS_DyanmicStoreBuffer = ^TKDT19DS_DyanmicStoreBuffer; PKDT19DS_Node = ^TKDT19DS_Node; TKDT19DS_Node = record Parent, Right, Left: PKDT19DS_Node; Vec: PKDT19DS_Source; end; TKDT19DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT19DS_Source; const Data: Pointer); TKDT19DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT19DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT19DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT19DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT19DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT19DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT19DS_DyanmicStoreBuffer; KDBuff: TKDT19DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT19DS_Node; TestBuff: TKDT19DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT19DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT19DS_Node; function GetData(const Index: NativeInt): PKDT19DS_Source; public RootNode: PKDT19DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT19DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT19DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT19DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT19DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT19DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT19DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT19DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT19DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT19DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT19DS_BuildProc); overload; { search } function Search(const buff: TKDT19DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT19DS_Node; overload; function Search(const buff: TKDT19DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT19DS_Node; overload; function Search(const buff: TKDT19DS_Vec; var SearchedDistanceMin: Double): PKDT19DS_Node; overload; function Search(const buff: TKDT19DS_Vec): PKDT19DS_Node; overload; function SearchToken(const buff: TKDT19DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT19DS_DynamicVecBuffer; var OutBuff: TKDT19DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT19DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT19DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT19DS_Vec; overload; class function Vec(const v: TKDT19DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT19DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT19DS_Source; const Data: Pointer); class procedure Test; end; TKDT20DS = class(TCoreClassObject) public type // code split TKDT20DS_Vec = array [0 .. KDT20DS_Axis - 1] of TKDT20DS_VecType; PKDT20DS_Vec = ^TKDT20DS_Vec; TKDT20DS_DynamicVecBuffer = array of TKDT20DS_Vec; PKDT20DS_DynamicVecBuffer = ^TKDT20DS_DynamicVecBuffer; TKDT20DS_Source = record buff: TKDT20DS_Vec; Index: Int64; Token: TPascalString; end; PKDT20DS_Source = ^TKDT20DS_Source; TKDT20DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT20DS_Source) - 1] of PKDT20DS_Source; PKDT20DS_SourceBuffer = ^TKDT20DS_SourceBuffer; TKDT20DS_DyanmicSourceBuffer = array of PKDT20DS_Source; PKDT20DS_DyanmicSourceBuffer = ^TKDT20DS_DyanmicSourceBuffer; TKDT20DS_DyanmicStoreBuffer = array of TKDT20DS_Source; PKDT20DS_DyanmicStoreBuffer = ^TKDT20DS_DyanmicStoreBuffer; PKDT20DS_Node = ^TKDT20DS_Node; TKDT20DS_Node = record Parent, Right, Left: PKDT20DS_Node; Vec: PKDT20DS_Source; end; TKDT20DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT20DS_Source; const Data: Pointer); TKDT20DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT20DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT20DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT20DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT20DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT20DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT20DS_DyanmicStoreBuffer; KDBuff: TKDT20DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT20DS_Node; TestBuff: TKDT20DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT20DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT20DS_Node; function GetData(const Index: NativeInt): PKDT20DS_Source; public RootNode: PKDT20DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT20DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT20DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT20DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT20DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT20DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT20DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT20DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT20DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT20DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT20DS_BuildProc); overload; { search } function Search(const buff: TKDT20DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT20DS_Node; overload; function Search(const buff: TKDT20DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT20DS_Node; overload; function Search(const buff: TKDT20DS_Vec; var SearchedDistanceMin: Double): PKDT20DS_Node; overload; function Search(const buff: TKDT20DS_Vec): PKDT20DS_Node; overload; function SearchToken(const buff: TKDT20DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT20DS_DynamicVecBuffer; var OutBuff: TKDT20DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT20DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT20DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT20DS_Vec; overload; class function Vec(const v: TKDT20DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT20DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT20DS_Source; const Data: Pointer); class procedure Test; end; TKDT21DS = class(TCoreClassObject) public type // code split TKDT21DS_Vec = array [0 .. KDT21DS_Axis - 1] of TKDT21DS_VecType; PKDT21DS_Vec = ^TKDT21DS_Vec; TKDT21DS_DynamicVecBuffer = array of TKDT21DS_Vec; PKDT21DS_DynamicVecBuffer = ^TKDT21DS_DynamicVecBuffer; TKDT21DS_Source = record buff: TKDT21DS_Vec; Index: Int64; Token: TPascalString; end; PKDT21DS_Source = ^TKDT21DS_Source; TKDT21DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT21DS_Source) - 1] of PKDT21DS_Source; PKDT21DS_SourceBuffer = ^TKDT21DS_SourceBuffer; TKDT21DS_DyanmicSourceBuffer = array of PKDT21DS_Source; PKDT21DS_DyanmicSourceBuffer = ^TKDT21DS_DyanmicSourceBuffer; TKDT21DS_DyanmicStoreBuffer = array of TKDT21DS_Source; PKDT21DS_DyanmicStoreBuffer = ^TKDT21DS_DyanmicStoreBuffer; PKDT21DS_Node = ^TKDT21DS_Node; TKDT21DS_Node = record Parent, Right, Left: PKDT21DS_Node; Vec: PKDT21DS_Source; end; TKDT21DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT21DS_Source; const Data: Pointer); TKDT21DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT21DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT21DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT21DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT21DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT21DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT21DS_DyanmicStoreBuffer; KDBuff: TKDT21DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT21DS_Node; TestBuff: TKDT21DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT21DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT21DS_Node; function GetData(const Index: NativeInt): PKDT21DS_Source; public RootNode: PKDT21DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT21DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT21DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT21DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT21DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT21DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT21DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT21DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT21DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT21DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT21DS_BuildProc); overload; { search } function Search(const buff: TKDT21DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT21DS_Node; overload; function Search(const buff: TKDT21DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT21DS_Node; overload; function Search(const buff: TKDT21DS_Vec; var SearchedDistanceMin: Double): PKDT21DS_Node; overload; function Search(const buff: TKDT21DS_Vec): PKDT21DS_Node; overload; function SearchToken(const buff: TKDT21DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT21DS_DynamicVecBuffer; var OutBuff: TKDT21DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT21DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT21DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT21DS_Vec; overload; class function Vec(const v: TKDT21DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT21DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT21DS_Source; const Data: Pointer); class procedure Test; end; TKDT22DS = class(TCoreClassObject) public type // code split TKDT22DS_Vec = array [0 .. KDT22DS_Axis - 1] of TKDT22DS_VecType; PKDT22DS_Vec = ^TKDT22DS_Vec; TKDT22DS_DynamicVecBuffer = array of TKDT22DS_Vec; PKDT22DS_DynamicVecBuffer = ^TKDT22DS_DynamicVecBuffer; TKDT22DS_Source = record buff: TKDT22DS_Vec; Index: Int64; Token: TPascalString; end; PKDT22DS_Source = ^TKDT22DS_Source; TKDT22DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT22DS_Source) - 1] of PKDT22DS_Source; PKDT22DS_SourceBuffer = ^TKDT22DS_SourceBuffer; TKDT22DS_DyanmicSourceBuffer = array of PKDT22DS_Source; PKDT22DS_DyanmicSourceBuffer = ^TKDT22DS_DyanmicSourceBuffer; TKDT22DS_DyanmicStoreBuffer = array of TKDT22DS_Source; PKDT22DS_DyanmicStoreBuffer = ^TKDT22DS_DyanmicStoreBuffer; PKDT22DS_Node = ^TKDT22DS_Node; TKDT22DS_Node = record Parent, Right, Left: PKDT22DS_Node; Vec: PKDT22DS_Source; end; TKDT22DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT22DS_Source; const Data: Pointer); TKDT22DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT22DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT22DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT22DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT22DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT22DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT22DS_DyanmicStoreBuffer; KDBuff: TKDT22DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT22DS_Node; TestBuff: TKDT22DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT22DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT22DS_Node; function GetData(const Index: NativeInt): PKDT22DS_Source; public RootNode: PKDT22DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT22DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT22DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT22DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT22DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT22DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT22DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT22DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT22DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT22DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT22DS_BuildProc); overload; { search } function Search(const buff: TKDT22DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT22DS_Node; overload; function Search(const buff: TKDT22DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT22DS_Node; overload; function Search(const buff: TKDT22DS_Vec; var SearchedDistanceMin: Double): PKDT22DS_Node; overload; function Search(const buff: TKDT22DS_Vec): PKDT22DS_Node; overload; function SearchToken(const buff: TKDT22DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT22DS_DynamicVecBuffer; var OutBuff: TKDT22DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT22DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT22DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT22DS_Vec; overload; class function Vec(const v: TKDT22DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT22DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT22DS_Source; const Data: Pointer); class procedure Test; end; TKDT23DS = class(TCoreClassObject) public type // code split TKDT23DS_Vec = array [0 .. KDT23DS_Axis - 1] of TKDT23DS_VecType; PKDT23DS_Vec = ^TKDT23DS_Vec; TKDT23DS_DynamicVecBuffer = array of TKDT23DS_Vec; PKDT23DS_DynamicVecBuffer = ^TKDT23DS_DynamicVecBuffer; TKDT23DS_Source = record buff: TKDT23DS_Vec; Index: Int64; Token: TPascalString; end; PKDT23DS_Source = ^TKDT23DS_Source; TKDT23DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT23DS_Source) - 1] of PKDT23DS_Source; PKDT23DS_SourceBuffer = ^TKDT23DS_SourceBuffer; TKDT23DS_DyanmicSourceBuffer = array of PKDT23DS_Source; PKDT23DS_DyanmicSourceBuffer = ^TKDT23DS_DyanmicSourceBuffer; TKDT23DS_DyanmicStoreBuffer = array of TKDT23DS_Source; PKDT23DS_DyanmicStoreBuffer = ^TKDT23DS_DyanmicStoreBuffer; PKDT23DS_Node = ^TKDT23DS_Node; TKDT23DS_Node = record Parent, Right, Left: PKDT23DS_Node; Vec: PKDT23DS_Source; end; TKDT23DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT23DS_Source; const Data: Pointer); TKDT23DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT23DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT23DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT23DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT23DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT23DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT23DS_DyanmicStoreBuffer; KDBuff: TKDT23DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT23DS_Node; TestBuff: TKDT23DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT23DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT23DS_Node; function GetData(const Index: NativeInt): PKDT23DS_Source; public RootNode: PKDT23DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT23DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT23DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT23DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT23DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT23DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT23DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT23DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT23DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT23DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT23DS_BuildProc); overload; { search } function Search(const buff: TKDT23DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT23DS_Node; overload; function Search(const buff: TKDT23DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT23DS_Node; overload; function Search(const buff: TKDT23DS_Vec; var SearchedDistanceMin: Double): PKDT23DS_Node; overload; function Search(const buff: TKDT23DS_Vec): PKDT23DS_Node; overload; function SearchToken(const buff: TKDT23DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT23DS_DynamicVecBuffer; var OutBuff: TKDT23DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT23DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT23DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT23DS_Vec; overload; class function Vec(const v: TKDT23DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT23DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT23DS_Source; const Data: Pointer); class procedure Test; end; TKDT24DS = class(TCoreClassObject) public type // code split TKDT24DS_Vec = array [0 .. KDT24DS_Axis - 1] of TKDT24DS_VecType; PKDT24DS_Vec = ^TKDT24DS_Vec; TKDT24DS_DynamicVecBuffer = array of TKDT24DS_Vec; PKDT24DS_DynamicVecBuffer = ^TKDT24DS_DynamicVecBuffer; TKDT24DS_Source = record buff: TKDT24DS_Vec; Index: Int64; Token: TPascalString; end; PKDT24DS_Source = ^TKDT24DS_Source; TKDT24DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT24DS_Source) - 1] of PKDT24DS_Source; PKDT24DS_SourceBuffer = ^TKDT24DS_SourceBuffer; TKDT24DS_DyanmicSourceBuffer = array of PKDT24DS_Source; PKDT24DS_DyanmicSourceBuffer = ^TKDT24DS_DyanmicSourceBuffer; TKDT24DS_DyanmicStoreBuffer = array of TKDT24DS_Source; PKDT24DS_DyanmicStoreBuffer = ^TKDT24DS_DyanmicStoreBuffer; PKDT24DS_Node = ^TKDT24DS_Node; TKDT24DS_Node = record Parent, Right, Left: PKDT24DS_Node; Vec: PKDT24DS_Source; end; TKDT24DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT24DS_Source; const Data: Pointer); TKDT24DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT24DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT24DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT24DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT24DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT24DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT24DS_DyanmicStoreBuffer; KDBuff: TKDT24DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT24DS_Node; TestBuff: TKDT24DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT24DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT24DS_Node; function GetData(const Index: NativeInt): PKDT24DS_Source; public RootNode: PKDT24DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT24DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT24DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT24DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT24DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT24DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT24DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT24DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT24DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT24DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT24DS_BuildProc); overload; { search } function Search(const buff: TKDT24DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT24DS_Node; overload; function Search(const buff: TKDT24DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT24DS_Node; overload; function Search(const buff: TKDT24DS_Vec; var SearchedDistanceMin: Double): PKDT24DS_Node; overload; function Search(const buff: TKDT24DS_Vec): PKDT24DS_Node; overload; function SearchToken(const buff: TKDT24DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT24DS_DynamicVecBuffer; var OutBuff: TKDT24DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT24DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT24DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT24DS_Vec; overload; class function Vec(const v: TKDT24DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT24DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT24DS_Source; const Data: Pointer); class procedure Test; end; TKDT48DS = class(TCoreClassObject) public type // code split TKDT48DS_Vec = array [0 .. KDT48DS_Axis - 1] of TKDT48DS_VecType; PKDT48DS_Vec = ^TKDT48DS_Vec; TKDT48DS_DynamicVecBuffer = array of TKDT48DS_Vec; PKDT48DS_DynamicVecBuffer = ^TKDT48DS_DynamicVecBuffer; TKDT48DS_Source = record buff: TKDT48DS_Vec; Index: Int64; Token: TPascalString; end; PKDT48DS_Source = ^TKDT48DS_Source; TKDT48DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT48DS_Source) - 1] of PKDT48DS_Source; PKDT48DS_SourceBuffer = ^TKDT48DS_SourceBuffer; TKDT48DS_DyanmicSourceBuffer = array of PKDT48DS_Source; PKDT48DS_DyanmicSourceBuffer = ^TKDT48DS_DyanmicSourceBuffer; TKDT48DS_DyanmicStoreBuffer = array of TKDT48DS_Source; PKDT48DS_DyanmicStoreBuffer = ^TKDT48DS_DyanmicStoreBuffer; PKDT48DS_Node = ^TKDT48DS_Node; TKDT48DS_Node = record Parent, Right, Left: PKDT48DS_Node; Vec: PKDT48DS_Source; end; TKDT48DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT48DS_Source; const Data: Pointer); TKDT48DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT48DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT48DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT48DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT48DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT48DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT48DS_DyanmicStoreBuffer; KDBuff: TKDT48DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT48DS_Node; TestBuff: TKDT48DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT48DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT48DS_Node; function GetData(const Index: NativeInt): PKDT48DS_Source; public RootNode: PKDT48DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT48DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT48DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT48DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT48DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT48DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT48DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT48DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT48DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT48DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT48DS_BuildProc); overload; { search } function Search(const buff: TKDT48DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT48DS_Node; overload; function Search(const buff: TKDT48DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT48DS_Node; overload; function Search(const buff: TKDT48DS_Vec; var SearchedDistanceMin: Double): PKDT48DS_Node; overload; function Search(const buff: TKDT48DS_Vec): PKDT48DS_Node; overload; function SearchToken(const buff: TKDT48DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT48DS_DynamicVecBuffer; var OutBuff: TKDT48DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT48DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT48DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT48DS_Vec; overload; class function Vec(const v: TKDT48DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT48DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT48DS_Source; const Data: Pointer); class procedure Test; end; TKDT52DS = class(TCoreClassObject) public type // code split TKDT52DS_Vec = array [0 .. KDT52DS_Axis - 1] of TKDT52DS_VecType; PKDT52DS_Vec = ^TKDT52DS_Vec; TKDT52DS_DynamicVecBuffer = array of TKDT52DS_Vec; PKDT52DS_DynamicVecBuffer = ^TKDT52DS_DynamicVecBuffer; TKDT52DS_Source = record buff: TKDT52DS_Vec; Index: Int64; Token: TPascalString; end; PKDT52DS_Source = ^TKDT52DS_Source; TKDT52DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT52DS_Source) - 1] of PKDT52DS_Source; PKDT52DS_SourceBuffer = ^TKDT52DS_SourceBuffer; TKDT52DS_DyanmicSourceBuffer = array of PKDT52DS_Source; PKDT52DS_DyanmicSourceBuffer = ^TKDT52DS_DyanmicSourceBuffer; TKDT52DS_DyanmicStoreBuffer = array of TKDT52DS_Source; PKDT52DS_DyanmicStoreBuffer = ^TKDT52DS_DyanmicStoreBuffer; PKDT52DS_Node = ^TKDT52DS_Node; TKDT52DS_Node = record Parent, Right, Left: PKDT52DS_Node; Vec: PKDT52DS_Source; end; TKDT52DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT52DS_Source; const Data: Pointer); TKDT52DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT52DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT52DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT52DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT52DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT52DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT52DS_DyanmicStoreBuffer; KDBuff: TKDT52DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT52DS_Node; TestBuff: TKDT52DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT52DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT52DS_Node; function GetData(const Index: NativeInt): PKDT52DS_Source; public RootNode: PKDT52DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT52DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT52DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT52DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT52DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT52DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT52DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT52DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT52DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT52DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT52DS_BuildProc); overload; { search } function Search(const buff: TKDT52DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT52DS_Node; overload; function Search(const buff: TKDT52DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT52DS_Node; overload; function Search(const buff: TKDT52DS_Vec; var SearchedDistanceMin: Double): PKDT52DS_Node; overload; function Search(const buff: TKDT52DS_Vec): PKDT52DS_Node; overload; function SearchToken(const buff: TKDT52DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT52DS_DynamicVecBuffer; var OutBuff: TKDT52DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT52DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT52DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT52DS_Vec; overload; class function Vec(const v: TKDT52DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT52DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT52DS_Source; const Data: Pointer); class procedure Test; end; TKDT64DS = class(TCoreClassObject) public type // code split TKDT64DS_Vec = array [0 .. KDT64DS_Axis - 1] of TKDT64DS_VecType; PKDT64DS_Vec = ^TKDT64DS_Vec; TKDT64DS_DynamicVecBuffer = array of TKDT64DS_Vec; PKDT64DS_DynamicVecBuffer = ^TKDT64DS_DynamicVecBuffer; TKDT64DS_Source = record buff: TKDT64DS_Vec; Index: Int64; Token: TPascalString; end; PKDT64DS_Source = ^TKDT64DS_Source; TKDT64DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT64DS_Source) - 1] of PKDT64DS_Source; PKDT64DS_SourceBuffer = ^TKDT64DS_SourceBuffer; TKDT64DS_DyanmicSourceBuffer = array of PKDT64DS_Source; PKDT64DS_DyanmicSourceBuffer = ^TKDT64DS_DyanmicSourceBuffer; TKDT64DS_DyanmicStoreBuffer = array of TKDT64DS_Source; PKDT64DS_DyanmicStoreBuffer = ^TKDT64DS_DyanmicStoreBuffer; PKDT64DS_Node = ^TKDT64DS_Node; TKDT64DS_Node = record Parent, Right, Left: PKDT64DS_Node; Vec: PKDT64DS_Source; end; TKDT64DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT64DS_Source; const Data: Pointer); TKDT64DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT64DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT64DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT64DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT64DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT64DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT64DS_DyanmicStoreBuffer; KDBuff: TKDT64DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT64DS_Node; TestBuff: TKDT64DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT64DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT64DS_Node; function GetData(const Index: NativeInt): PKDT64DS_Source; public RootNode: PKDT64DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT64DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT64DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT64DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT64DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT64DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT64DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT64DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT64DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT64DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT64DS_BuildProc); overload; { search } function Search(const buff: TKDT64DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT64DS_Node; overload; function Search(const buff: TKDT64DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT64DS_Node; overload; function Search(const buff: TKDT64DS_Vec; var SearchedDistanceMin: Double): PKDT64DS_Node; overload; function Search(const buff: TKDT64DS_Vec): PKDT64DS_Node; overload; function SearchToken(const buff: TKDT64DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT64DS_DynamicVecBuffer; var OutBuff: TKDT64DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT64DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT64DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT64DS_Vec; overload; class function Vec(const v: TKDT64DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT64DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT64DS_Source; const Data: Pointer); class procedure Test; end; TKDT96DS = class(TCoreClassObject) public type // code split TKDT96DS_Vec = array [0 .. KDT96DS_Axis - 1] of TKDT96DS_VecType; PKDT96DS_Vec = ^TKDT96DS_Vec; TKDT96DS_DynamicVecBuffer = array of TKDT96DS_Vec; PKDT96DS_DynamicVecBuffer = ^TKDT96DS_DynamicVecBuffer; TKDT96DS_Source = record buff: TKDT96DS_Vec; Index: Int64; Token: TPascalString; end; PKDT96DS_Source = ^TKDT96DS_Source; TKDT96DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT96DS_Source) - 1] of PKDT96DS_Source; PKDT96DS_SourceBuffer = ^TKDT96DS_SourceBuffer; TKDT96DS_DyanmicSourceBuffer = array of PKDT96DS_Source; PKDT96DS_DyanmicSourceBuffer = ^TKDT96DS_DyanmicSourceBuffer; TKDT96DS_DyanmicStoreBuffer = array of TKDT96DS_Source; PKDT96DS_DyanmicStoreBuffer = ^TKDT96DS_DyanmicStoreBuffer; PKDT96DS_Node = ^TKDT96DS_Node; TKDT96DS_Node = record Parent, Right, Left: PKDT96DS_Node; Vec: PKDT96DS_Source; end; TKDT96DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT96DS_Source; const Data: Pointer); TKDT96DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT96DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT96DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT96DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT96DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT96DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT96DS_DyanmicStoreBuffer; KDBuff: TKDT96DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT96DS_Node; TestBuff: TKDT96DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT96DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT96DS_Node; function GetData(const Index: NativeInt): PKDT96DS_Source; public RootNode: PKDT96DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT96DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT96DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT96DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT96DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT96DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT96DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT96DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT96DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT96DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT96DS_BuildProc); overload; { search } function Search(const buff: TKDT96DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT96DS_Node; overload; function Search(const buff: TKDT96DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT96DS_Node; overload; function Search(const buff: TKDT96DS_Vec; var SearchedDistanceMin: Double): PKDT96DS_Node; overload; function Search(const buff: TKDT96DS_Vec): PKDT96DS_Node; overload; function SearchToken(const buff: TKDT96DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT96DS_DynamicVecBuffer; var OutBuff: TKDT96DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT96DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT96DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT96DS_Vec; overload; class function Vec(const v: TKDT96DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT96DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT96DS_Source; const Data: Pointer); class procedure Test; end; TKDT128DS = class(TCoreClassObject) public type // code split TKDT128DS_Vec = array [0 .. KDT128DS_Axis - 1] of TKDT128DS_VecType; PKDT128DS_Vec = ^TKDT128DS_Vec; TKDT128DS_DynamicVecBuffer = array of TKDT128DS_Vec; PKDT128DS_DynamicVecBuffer = ^TKDT128DS_DynamicVecBuffer; TKDT128DS_Source = record buff: TKDT128DS_Vec; Index: Int64; Token: TPascalString; end; PKDT128DS_Source = ^TKDT128DS_Source; TKDT128DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT128DS_Source) - 1] of PKDT128DS_Source; PKDT128DS_SourceBuffer = ^TKDT128DS_SourceBuffer; TKDT128DS_DyanmicSourceBuffer = array of PKDT128DS_Source; PKDT128DS_DyanmicSourceBuffer = ^TKDT128DS_DyanmicSourceBuffer; TKDT128DS_DyanmicStoreBuffer = array of TKDT128DS_Source; PKDT128DS_DyanmicStoreBuffer = ^TKDT128DS_DyanmicStoreBuffer; PKDT128DS_Node = ^TKDT128DS_Node; TKDT128DS_Node = record Parent, Right, Left: PKDT128DS_Node; Vec: PKDT128DS_Source; end; TKDT128DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT128DS_Source; const Data: Pointer); TKDT128DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT128DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT128DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT128DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT128DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT128DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT128DS_DyanmicStoreBuffer; KDBuff: TKDT128DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT128DS_Node; TestBuff: TKDT128DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT128DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT128DS_Node; function GetData(const Index: NativeInt): PKDT128DS_Source; public RootNode: PKDT128DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT128DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT128DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT128DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT128DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT128DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT128DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT128DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT128DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT128DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT128DS_BuildProc); overload; { search } function Search(const buff: TKDT128DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT128DS_Node; overload; function Search(const buff: TKDT128DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT128DS_Node; overload; function Search(const buff: TKDT128DS_Vec; var SearchedDistanceMin: Double): PKDT128DS_Node; overload; function Search(const buff: TKDT128DS_Vec): PKDT128DS_Node; overload; function SearchToken(const buff: TKDT128DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT128DS_DynamicVecBuffer; var OutBuff: TKDT128DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT128DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT128DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT128DS_Vec; overload; class function Vec(const v: TKDT128DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT128DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT128DS_Source; const Data: Pointer); class procedure Test; end; TKDT156DS = class(TCoreClassObject) public type // code split TKDT156DS_Vec = array [0 .. KDT156DS_Axis - 1] of TKDT156DS_VecType; PKDT156DS_Vec = ^TKDT156DS_Vec; TKDT156DS_DynamicVecBuffer = array of TKDT156DS_Vec; PKDT156DS_DynamicVecBuffer = ^TKDT156DS_DynamicVecBuffer; TKDT156DS_Source = record buff: TKDT156DS_Vec; Index: Int64; Token: TPascalString; end; PKDT156DS_Source = ^TKDT156DS_Source; TKDT156DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT156DS_Source) - 1] of PKDT156DS_Source; PKDT156DS_SourceBuffer = ^TKDT156DS_SourceBuffer; TKDT156DS_DyanmicSourceBuffer = array of PKDT156DS_Source; PKDT156DS_DyanmicSourceBuffer = ^TKDT156DS_DyanmicSourceBuffer; TKDT156DS_DyanmicStoreBuffer = array of TKDT156DS_Source; PKDT156DS_DyanmicStoreBuffer = ^TKDT156DS_DyanmicStoreBuffer; PKDT156DS_Node = ^TKDT156DS_Node; TKDT156DS_Node = record Parent, Right, Left: PKDT156DS_Node; Vec: PKDT156DS_Source; end; TKDT156DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT156DS_Source; const Data: Pointer); TKDT156DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT156DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT156DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT156DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT156DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT156DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT156DS_DyanmicStoreBuffer; KDBuff: TKDT156DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT156DS_Node; TestBuff: TKDT156DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT156DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT156DS_Node; function GetData(const Index: NativeInt): PKDT156DS_Source; public RootNode: PKDT156DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT156DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT156DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT156DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT156DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT156DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT156DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT156DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT156DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT156DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT156DS_BuildProc); overload; { search } function Search(const buff: TKDT156DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT156DS_Node; overload; function Search(const buff: TKDT156DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT156DS_Node; overload; function Search(const buff: TKDT156DS_Vec; var SearchedDistanceMin: Double): PKDT156DS_Node; overload; function Search(const buff: TKDT156DS_Vec): PKDT156DS_Node; overload; function SearchToken(const buff: TKDT156DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT156DS_DynamicVecBuffer; var OutBuff: TKDT156DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT156DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT156DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT156DS_Vec; overload; class function Vec(const v: TKDT156DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT156DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT156DS_Source; const Data: Pointer); class procedure Test; end; TKDT192DS = class(TCoreClassObject) public type // code split TKDT192DS_Vec = array [0 .. KDT192DS_Axis - 1] of TKDT192DS_VecType; PKDT192DS_Vec = ^TKDT192DS_Vec; TKDT192DS_DynamicVecBuffer = array of TKDT192DS_Vec; PKDT192DS_DynamicVecBuffer = ^TKDT192DS_DynamicVecBuffer; TKDT192DS_Source = record buff: TKDT192DS_Vec; Index: Int64; Token: TPascalString; end; PKDT192DS_Source = ^TKDT192DS_Source; TKDT192DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT192DS_Source) - 1] of PKDT192DS_Source; PKDT192DS_SourceBuffer = ^TKDT192DS_SourceBuffer; TKDT192DS_DyanmicSourceBuffer = array of PKDT192DS_Source; PKDT192DS_DyanmicSourceBuffer = ^TKDT192DS_DyanmicSourceBuffer; TKDT192DS_DyanmicStoreBuffer = array of TKDT192DS_Source; PKDT192DS_DyanmicStoreBuffer = ^TKDT192DS_DyanmicStoreBuffer; PKDT192DS_Node = ^TKDT192DS_Node; TKDT192DS_Node = record Parent, Right, Left: PKDT192DS_Node; Vec: PKDT192DS_Source; end; TKDT192DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT192DS_Source; const Data: Pointer); TKDT192DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT192DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT192DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT192DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT192DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT192DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT192DS_DyanmicStoreBuffer; KDBuff: TKDT192DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT192DS_Node; TestBuff: TKDT192DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT192DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT192DS_Node; function GetData(const Index: NativeInt): PKDT192DS_Source; public RootNode: PKDT192DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT192DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT192DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT192DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT192DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT192DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT192DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT192DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT192DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT192DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT192DS_BuildProc); overload; { search } function Search(const buff: TKDT192DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT192DS_Node; overload; function Search(const buff: TKDT192DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT192DS_Node; overload; function Search(const buff: TKDT192DS_Vec; var SearchedDistanceMin: Double): PKDT192DS_Node; overload; function Search(const buff: TKDT192DS_Vec): PKDT192DS_Node; overload; function SearchToken(const buff: TKDT192DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT192DS_DynamicVecBuffer; var OutBuff: TKDT192DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT192DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT192DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT192DS_Vec; overload; class function Vec(const v: TKDT192DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT192DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT192DS_Source; const Data: Pointer); class procedure Test; end; TKDT256DS = class(TCoreClassObject) public type // code split TKDT256DS_Vec = array [0 .. KDT256DS_Axis - 1] of TKDT256DS_VecType; PKDT256DS_Vec = ^TKDT256DS_Vec; TKDT256DS_DynamicVecBuffer = array of TKDT256DS_Vec; PKDT256DS_DynamicVecBuffer = ^TKDT256DS_DynamicVecBuffer; TKDT256DS_Source = record buff: TKDT256DS_Vec; Index: Int64; Token: TPascalString; end; PKDT256DS_Source = ^TKDT256DS_Source; TKDT256DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT256DS_Source) - 1] of PKDT256DS_Source; PKDT256DS_SourceBuffer = ^TKDT256DS_SourceBuffer; TKDT256DS_DyanmicSourceBuffer = array of PKDT256DS_Source; PKDT256DS_DyanmicSourceBuffer = ^TKDT256DS_DyanmicSourceBuffer; TKDT256DS_DyanmicStoreBuffer = array of TKDT256DS_Source; PKDT256DS_DyanmicStoreBuffer = ^TKDT256DS_DyanmicStoreBuffer; PKDT256DS_Node = ^TKDT256DS_Node; TKDT256DS_Node = record Parent, Right, Left: PKDT256DS_Node; Vec: PKDT256DS_Source; end; TKDT256DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT256DS_Source; const Data: Pointer); TKDT256DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT256DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT256DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT256DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT256DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT256DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT256DS_DyanmicStoreBuffer; KDBuff: TKDT256DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT256DS_Node; TestBuff: TKDT256DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT256DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT256DS_Node; function GetData(const Index: NativeInt): PKDT256DS_Source; public RootNode: PKDT256DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT256DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT256DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT256DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT256DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT256DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT256DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT256DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT256DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT256DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT256DS_BuildProc); overload; { search } function Search(const buff: TKDT256DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT256DS_Node; overload; function Search(const buff: TKDT256DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT256DS_Node; overload; function Search(const buff: TKDT256DS_Vec; var SearchedDistanceMin: Double): PKDT256DS_Node; overload; function Search(const buff: TKDT256DS_Vec): PKDT256DS_Node; overload; function SearchToken(const buff: TKDT256DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT256DS_DynamicVecBuffer; var OutBuff: TKDT256DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT256DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT256DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT256DS_Vec; overload; class function Vec(const v: TKDT256DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT256DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT256DS_Source; const Data: Pointer); class procedure Test; end; TKDT384DS = class(TCoreClassObject) public type // code split TKDT384DS_Vec = array [0 .. KDT384DS_Axis - 1] of TKDT384DS_VecType; PKDT384DS_Vec = ^TKDT384DS_Vec; TKDT384DS_DynamicVecBuffer = array of TKDT384DS_Vec; PKDT384DS_DynamicVecBuffer = ^TKDT384DS_DynamicVecBuffer; TKDT384DS_Source = record buff: TKDT384DS_Vec; Index: Int64; Token: TPascalString; end; PKDT384DS_Source = ^TKDT384DS_Source; TKDT384DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT384DS_Source) - 1] of PKDT384DS_Source; PKDT384DS_SourceBuffer = ^TKDT384DS_SourceBuffer; TKDT384DS_DyanmicSourceBuffer = array of PKDT384DS_Source; PKDT384DS_DyanmicSourceBuffer = ^TKDT384DS_DyanmicSourceBuffer; TKDT384DS_DyanmicStoreBuffer = array of TKDT384DS_Source; PKDT384DS_DyanmicStoreBuffer = ^TKDT384DS_DyanmicStoreBuffer; PKDT384DS_Node = ^TKDT384DS_Node; TKDT384DS_Node = record Parent, Right, Left: PKDT384DS_Node; Vec: PKDT384DS_Source; end; TKDT384DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT384DS_Source; const Data: Pointer); TKDT384DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT384DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT384DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT384DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT384DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT384DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT384DS_DyanmicStoreBuffer; KDBuff: TKDT384DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT384DS_Node; TestBuff: TKDT384DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT384DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT384DS_Node; function GetData(const Index: NativeInt): PKDT384DS_Source; public RootNode: PKDT384DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT384DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT384DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT384DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT384DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT384DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT384DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT384DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT384DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT384DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT384DS_BuildProc); overload; { search } function Search(const buff: TKDT384DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT384DS_Node; overload; function Search(const buff: TKDT384DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT384DS_Node; overload; function Search(const buff: TKDT384DS_Vec; var SearchedDistanceMin: Double): PKDT384DS_Node; overload; function Search(const buff: TKDT384DS_Vec): PKDT384DS_Node; overload; function SearchToken(const buff: TKDT384DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT384DS_DynamicVecBuffer; var OutBuff: TKDT384DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT384DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT384DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT384DS_Vec; overload; class function Vec(const v: TKDT384DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT384DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT384DS_Source; const Data: Pointer); class procedure Test; end; TKDT512DS = class(TCoreClassObject) public type // code split TKDT512DS_Vec = array [0 .. KDT512DS_Axis - 1] of TKDT512DS_VecType; PKDT512DS_Vec = ^TKDT512DS_Vec; TKDT512DS_DynamicVecBuffer = array of TKDT512DS_Vec; PKDT512DS_DynamicVecBuffer = ^TKDT512DS_DynamicVecBuffer; TKDT512DS_Source = record buff: TKDT512DS_Vec; Index: Int64; Token: TPascalString; end; PKDT512DS_Source = ^TKDT512DS_Source; TKDT512DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT512DS_Source) - 1] of PKDT512DS_Source; PKDT512DS_SourceBuffer = ^TKDT512DS_SourceBuffer; TKDT512DS_DyanmicSourceBuffer = array of PKDT512DS_Source; PKDT512DS_DyanmicSourceBuffer = ^TKDT512DS_DyanmicSourceBuffer; TKDT512DS_DyanmicStoreBuffer = array of TKDT512DS_Source; PKDT512DS_DyanmicStoreBuffer = ^TKDT512DS_DyanmicStoreBuffer; PKDT512DS_Node = ^TKDT512DS_Node; TKDT512DS_Node = record Parent, Right, Left: PKDT512DS_Node; Vec: PKDT512DS_Source; end; TKDT512DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT512DS_Source; const Data: Pointer); TKDT512DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT512DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT512DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT512DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT512DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT512DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT512DS_DyanmicStoreBuffer; KDBuff: TKDT512DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT512DS_Node; TestBuff: TKDT512DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT512DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT512DS_Node; function GetData(const Index: NativeInt): PKDT512DS_Source; public RootNode: PKDT512DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT512DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT512DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT512DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT512DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT512DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT512DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT512DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT512DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT512DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT512DS_BuildProc); overload; { search } function Search(const buff: TKDT512DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT512DS_Node; overload; function Search(const buff: TKDT512DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT512DS_Node; overload; function Search(const buff: TKDT512DS_Vec; var SearchedDistanceMin: Double): PKDT512DS_Node; overload; function Search(const buff: TKDT512DS_Vec): PKDT512DS_Node; overload; function SearchToken(const buff: TKDT512DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT512DS_DynamicVecBuffer; var OutBuff: TKDT512DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT512DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT512DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT512DS_Vec; overload; class function Vec(const v: TKDT512DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT512DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT512DS_Source; const Data: Pointer); class procedure Test; end; TKDT800DS = class(TCoreClassObject) public type // code split TKDT800DS_Vec = array [0 .. KDT800DS_Axis - 1] of TKDT800DS_VecType; PKDT800DS_Vec = ^TKDT800DS_Vec; TKDT800DS_DynamicVecBuffer = array of TKDT800DS_Vec; PKDT800DS_DynamicVecBuffer = ^TKDT800DS_DynamicVecBuffer; TKDT800DS_Source = record buff: TKDT800DS_Vec; Index: Int64; Token: TPascalString; end; PKDT800DS_Source = ^TKDT800DS_Source; TKDT800DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT800DS_Source) - 1] of PKDT800DS_Source; PKDT800DS_SourceBuffer = ^TKDT800DS_SourceBuffer; TKDT800DS_DyanmicSourceBuffer = array of PKDT800DS_Source; PKDT800DS_DyanmicSourceBuffer = ^TKDT800DS_DyanmicSourceBuffer; TKDT800DS_DyanmicStoreBuffer = array of TKDT800DS_Source; PKDT800DS_DyanmicStoreBuffer = ^TKDT800DS_DyanmicStoreBuffer; PKDT800DS_Node = ^TKDT800DS_Node; TKDT800DS_Node = record Parent, Right, Left: PKDT800DS_Node; Vec: PKDT800DS_Source; end; TKDT800DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT800DS_Source; const Data: Pointer); TKDT800DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT800DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT800DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT800DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT800DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT800DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT800DS_DyanmicStoreBuffer; KDBuff: TKDT800DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT800DS_Node; TestBuff: TKDT800DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT800DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT800DS_Node; function GetData(const Index: NativeInt): PKDT800DS_Source; public RootNode: PKDT800DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT800DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT800DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT800DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT800DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT800DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT800DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT800DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT800DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT800DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT800DS_BuildProc); overload; { search } function Search(const buff: TKDT800DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT800DS_Node; overload; function Search(const buff: TKDT800DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT800DS_Node; overload; function Search(const buff: TKDT800DS_Vec; var SearchedDistanceMin: Double): PKDT800DS_Node; overload; function Search(const buff: TKDT800DS_Vec): PKDT800DS_Node; overload; function SearchToken(const buff: TKDT800DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT800DS_DynamicVecBuffer; var OutBuff: TKDT800DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT800DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT800DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT800DS_Vec; overload; class function Vec(const v: TKDT800DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT800DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT800DS_Source; const Data: Pointer); class procedure Test; end; TKDT1024DS = class(TCoreClassObject) public type // code split TKDT1024DS_Vec = array [0 .. KDT1024DS_Axis - 1] of TKDT1024DS_VecType; PKDT1024DS_Vec = ^TKDT1024DS_Vec; TKDT1024DS_DynamicVecBuffer = array of TKDT1024DS_Vec; PKDT1024DS_DynamicVecBuffer = ^TKDT1024DS_DynamicVecBuffer; TKDT1024DS_Source = record buff: TKDT1024DS_Vec; Index: Int64; Token: TPascalString; end; PKDT1024DS_Source = ^TKDT1024DS_Source; TKDT1024DS_SourceBuffer = array [0 .. MaxInt div SizeOf(PKDT1024DS_Source) - 1] of PKDT1024DS_Source; PKDT1024DS_SourceBuffer = ^TKDT1024DS_SourceBuffer; TKDT1024DS_DyanmicSourceBuffer = array of PKDT1024DS_Source; PKDT1024DS_DyanmicSourceBuffer = ^TKDT1024DS_DyanmicSourceBuffer; TKDT1024DS_DyanmicStoreBuffer = array of TKDT1024DS_Source; PKDT1024DS_DyanmicStoreBuffer = ^TKDT1024DS_DyanmicStoreBuffer; PKDT1024DS_Node = ^TKDT1024DS_Node; TKDT1024DS_Node = record Parent, Right, Left: PKDT1024DS_Node; Vec: PKDT1024DS_Source; end; TKDT1024DS_BuildCall = procedure(const IndexFor: NativeInt; var Source: TKDT1024DS_Source; const Data: Pointer); TKDT1024DS_BuildMethod = procedure(const IndexFor: NativeInt; var Source: TKDT1024DS_Source; const Data: Pointer) of object; {$IFDEF FPC} TKDT1024DS_BuildProc = procedure(const IndexFor: NativeInt; var Source: TKDT1024DS_Source; const Data: Pointer) is nested; {$ELSE FPC} TKDT1024DS_BuildProc = reference to procedure(const IndexFor: NativeInt; var Source: TKDT1024DS_Source; const Data: Pointer); {$ENDIF FPC} private KDStoreBuff: TKDT1024DS_DyanmicStoreBuffer; KDBuff: TKDT1024DS_DyanmicSourceBuffer; NodeCounter: NativeInt; KDNodes: array of PKDT1024DS_Node; TestBuff: TKDT1024DS_DynamicVecBuffer; function InternalBuildKdTree(const KDSourceBufferPtr: PKDT1024DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT1024DS_Node; function GetData(const Index: NativeInt): PKDT1024DS_Source; public RootNode: PKDT1024DS_Node; constructor Create; destructor Destroy; override; procedure Clear; property Count: NativeInt read NodeCounter; function StoreBuffPtr: PKDT1024DS_DyanmicStoreBuffer; property SourceP[const Index: NativeInt]: PKDT1024DS_Source read GetData; default; { bakcall build } procedure BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildCall); procedure BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildMethod); procedure BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildProc); { fill k-means++ clusterization } procedure BuildKDTreeWithCluster(const inBuff: TKDT1024DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); overload; procedure BuildKDTreeWithCluster(const inBuff: TKDT1024DS_DynamicVecBuffer; const k, Restarts: NativeInt); overload; { backcall k-means++ clusterization } procedure BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildCall); overload; procedure BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildMethod); overload; procedure BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildProc); overload; { search } function Search(const buff: TKDT1024DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT1024DS_Node; overload; function Search(const buff: TKDT1024DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT1024DS_Node; overload; function Search(const buff: TKDT1024DS_Vec; var SearchedDistanceMin: Double): PKDT1024DS_Node; overload; function Search(const buff: TKDT1024DS_Vec): PKDT1024DS_Node; overload; function SearchToken(const buff: TKDT1024DS_Vec): TPascalString; { parallel search } procedure Search(const inBuff: TKDT1024DS_DynamicVecBuffer; var OutBuff: TKDT1024DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure Search(const inBuff: TKDT1024DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); overload; procedure SaveToStream(stream: TCoreClassStream); procedure LoadFromStream(stream: TCoreClassStream); procedure SaveToFile(FileName: SystemString); procedure LoadFromFile(FileName: SystemString); procedure PrintNodeTree(const NodePtr: PKDT1024DS_Node); procedure PrintBuffer; class function Vec(const s: SystemString): TKDT1024DS_Vec; overload; class function Vec(const v: TKDT1024DS_Vec): SystemString; overload; class function Distance(const v1, v2: TKDT1024DS_Vec): Double; // debug time procedure Test_BuildM(const IndexFor: NativeInt; var Source: TKDT1024DS_Source; const Data: Pointer); class procedure Test; end; procedure Test_All; implementation uses TextParsing, MemoryStream64, DoStatusIO; const SaveToken = $33; function TKDT1DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT1DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT1DS_Node; function SortCompare(const p1, p2: PKDT1DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT1DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT1DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT1DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT1DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT1DS.GetData(const Index: NativeInt): PKDT1DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT1DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT1DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT1DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT1DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT1DS.StoreBuffPtr: PKDT1DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT1DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT1DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT1DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT1DS.BuildKDTreeWithCluster(const inBuff: TKDT1DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT1DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT1DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT1DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT1DS.BuildKDTreeWithCluster(const inBuff: TKDT1DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT1DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1DS_BuildCall); var TempStoreBuff: TKDT1DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT1DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT1DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT1DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT1DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1DS_BuildMethod); var TempStoreBuff: TKDT1DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT1DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT1DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT1DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT1DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1DS_BuildProc); var TempStoreBuff: TKDT1DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT1DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT1DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT1DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT1DS.Search(const buff: TKDT1DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT1DS_Node; var NearestNeighbour: PKDT1DS_Node; function FindParentNode(const buffPtr: PKDT1DS_Vec; NodePtr: PKDT1DS_Node): PKDT1DS_Node; var Next: PKDT1DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT1DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT1DS_Node; const buffPtr: PKDT1DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT1DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT1DS_Vec; const p1, p2: PKDT1DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT1DS_Vec); var i, j: NativeInt; p, t: PKDT1DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT1DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT1DS_Node(NearestNodes[0]); end; end; function TKDT1DS.Search(const buff: TKDT1DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT1DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT1DS.Search(const buff: TKDT1DS_Vec; var SearchedDistanceMin: Double): PKDT1DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT1DS.Search(const buff: TKDT1DS_Vec): PKDT1DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT1DS.SearchToken(const buff: TKDT1DS_Vec): TPascalString; var p: PKDT1DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT1DS.Search(const inBuff: TKDT1DS_DynamicVecBuffer; var OutBuff: TKDT1DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT1DS_DynamicVecBuffer; outBuffPtr: PKDT1DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT1DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT1DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT1DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT1DS.Search(const inBuff: TKDT1DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT1DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT1DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT1DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT1DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT1DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT1DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT1DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT1DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT1DS_Vec)) <> SizeOf(TKDT1DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT1DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT1DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT1DS.PrintNodeTree(const NodePtr: PKDT1DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT1DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT1DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT1DS.Vec(const s: SystemString): TKDT1DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT1DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT1DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT1DS.Vec(const v: TKDT1DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT1DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT1DS.Distance(const v1, v2: TKDT1DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT1DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT1DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT1DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT1DS.Test; var TKDT1DS_Test: TKDT1DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT1DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT1DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT1DS_Test := TKDT1DS.Create; n.Append('...'); SetLength(TKDT1DS_Test.TestBuff, 1000); for i := 0 to length(TKDT1DS_Test.TestBuff) - 1 do for j := 0 to KDT1DS_Axis - 1 do TKDT1DS_Test.TestBuff[i][j] := i * KDT1DS_Axis + j; {$IFDEF FPC} TKDT1DS_Test.BuildKDTreeM(length(TKDT1DS_Test.TestBuff), nil, @TKDT1DS_Test.Test_BuildM); {$ELSE FPC} TKDT1DS_Test.BuildKDTreeM(length(TKDT1DS_Test.TestBuff), nil, TKDT1DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT1DS_Test.SaveToStream(m64); m64.Position := 0; TKDT1DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT1DS_Test.TestBuff) - 1 do begin p := TKDT1DS_Test.Search(TKDT1DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT1DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT1DS_Test.TestBuff)); TKDT1DS_Test.Search(TKDT1DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT1DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT1DS_Test.Clear; { kMean test } TKDT1DS_Test.BuildKDTreeWithCluster(TKDT1DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT1DS_Test.Search(TKDT1DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT1DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT1DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT1DS_Test); DoStatus(n); n := ''; end; function TKDT2DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT2DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT2DS_Node; function SortCompare(const p1, p2: PKDT2DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT2DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT2DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT2DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT2DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT2DS.GetData(const Index: NativeInt): PKDT2DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT2DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT2DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT2DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT2DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT2DS.StoreBuffPtr: PKDT2DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT2DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT2DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT2DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT2DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT2DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT2DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT2DS.BuildKDTreeWithCluster(const inBuff: TKDT2DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT2DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT2DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT2DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT2DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT2DS.BuildKDTreeWithCluster(const inBuff: TKDT2DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT2DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT2DS_BuildCall); var TempStoreBuff: TKDT2DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT2DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT2DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT2DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT2DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT2DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT2DS_BuildMethod); var TempStoreBuff: TKDT2DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT2DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT2DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT2DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT2DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT2DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT2DS_BuildProc); var TempStoreBuff: TKDT2DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT2DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT2DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT2DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT2DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT2DS.Search(const buff: TKDT2DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT2DS_Node; var NearestNeighbour: PKDT2DS_Node; function FindParentNode(const buffPtr: PKDT2DS_Vec; NodePtr: PKDT2DS_Node): PKDT2DS_Node; var Next: PKDT2DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT2DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT2DS_Node; const buffPtr: PKDT2DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT2DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT2DS_Vec; const p1, p2: PKDT2DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT2DS_Vec); var i, j: NativeInt; p, t: PKDT2DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT2DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT2DS_Node(NearestNodes[0]); end; end; function TKDT2DS.Search(const buff: TKDT2DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT2DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT2DS.Search(const buff: TKDT2DS_Vec; var SearchedDistanceMin: Double): PKDT2DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT2DS.Search(const buff: TKDT2DS_Vec): PKDT2DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT2DS.SearchToken(const buff: TKDT2DS_Vec): TPascalString; var p: PKDT2DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT2DS.Search(const inBuff: TKDT2DS_DynamicVecBuffer; var OutBuff: TKDT2DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT2DS_DynamicVecBuffer; outBuffPtr: PKDT2DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT2DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT2DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT2DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT2DS.Search(const inBuff: TKDT2DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT2DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT2DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT2DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT2DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT2DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT2DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT2DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT2DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT2DS_Vec)) <> SizeOf(TKDT2DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT2DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT2DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT2DS.PrintNodeTree(const NodePtr: PKDT2DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT2DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT2DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT2DS.Vec(const s: SystemString): TKDT2DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT2DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT2DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT2DS.Vec(const v: TKDT2DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT2DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT2DS.Distance(const v1, v2: TKDT2DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT2DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT2DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT2DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT2DS.Test; var TKDT2DS_Test: TKDT2DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT2DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT2DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT2DS_Test := TKDT2DS.Create; n.Append('...'); SetLength(TKDT2DS_Test.TestBuff, 1000); for i := 0 to length(TKDT2DS_Test.TestBuff) - 1 do for j := 0 to KDT2DS_Axis - 1 do TKDT2DS_Test.TestBuff[i][j] := i * KDT2DS_Axis + j; {$IFDEF FPC} TKDT2DS_Test.BuildKDTreeM(length(TKDT2DS_Test.TestBuff), nil, @TKDT2DS_Test.Test_BuildM); {$ELSE FPC} TKDT2DS_Test.BuildKDTreeM(length(TKDT2DS_Test.TestBuff), nil, TKDT2DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT2DS_Test.SaveToStream(m64); m64.Position := 0; TKDT2DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT2DS_Test.TestBuff) - 1 do begin p := TKDT2DS_Test.Search(TKDT2DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT2DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT2DS_Test.TestBuff)); TKDT2DS_Test.Search(TKDT2DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT2DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT2DS_Test.Clear; { kMean test } TKDT2DS_Test.BuildKDTreeWithCluster(TKDT2DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT2DS_Test.Search(TKDT2DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT2DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT2DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT2DS_Test); DoStatus(n); n := ''; end; function TKDT3DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT3DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT3DS_Node; function SortCompare(const p1, p2: PKDT3DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT3DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT3DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT3DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT3DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT3DS.GetData(const Index: NativeInt): PKDT3DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT3DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT3DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT3DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT3DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT3DS.StoreBuffPtr: PKDT3DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT3DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT3DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT3DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT3DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT3DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT3DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT3DS.BuildKDTreeWithCluster(const inBuff: TKDT3DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT3DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT3DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT3DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT3DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT3DS.BuildKDTreeWithCluster(const inBuff: TKDT3DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT3DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT3DS_BuildCall); var TempStoreBuff: TKDT3DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT3DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT3DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT3DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT3DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT3DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT3DS_BuildMethod); var TempStoreBuff: TKDT3DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT3DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT3DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT3DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT3DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT3DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT3DS_BuildProc); var TempStoreBuff: TKDT3DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT3DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT3DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT3DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT3DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT3DS.Search(const buff: TKDT3DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT3DS_Node; var NearestNeighbour: PKDT3DS_Node; function FindParentNode(const buffPtr: PKDT3DS_Vec; NodePtr: PKDT3DS_Node): PKDT3DS_Node; var Next: PKDT3DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT3DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT3DS_Node; const buffPtr: PKDT3DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT3DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT3DS_Vec; const p1, p2: PKDT3DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT3DS_Vec); var i, j: NativeInt; p, t: PKDT3DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT3DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT3DS_Node(NearestNodes[0]); end; end; function TKDT3DS.Search(const buff: TKDT3DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT3DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT3DS.Search(const buff: TKDT3DS_Vec; var SearchedDistanceMin: Double): PKDT3DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT3DS.Search(const buff: TKDT3DS_Vec): PKDT3DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT3DS.SearchToken(const buff: TKDT3DS_Vec): TPascalString; var p: PKDT3DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT3DS.Search(const inBuff: TKDT3DS_DynamicVecBuffer; var OutBuff: TKDT3DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT3DS_DynamicVecBuffer; outBuffPtr: PKDT3DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT3DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT3DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT3DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT3DS.Search(const inBuff: TKDT3DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT3DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT3DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT3DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT3DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT3DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT3DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT3DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT3DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT3DS_Vec)) <> SizeOf(TKDT3DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT3DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT3DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT3DS.PrintNodeTree(const NodePtr: PKDT3DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT3DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT3DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT3DS.Vec(const s: SystemString): TKDT3DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT3DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT3DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT3DS.Vec(const v: TKDT3DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT3DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT3DS.Distance(const v1, v2: TKDT3DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT3DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT3DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT3DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT3DS.Test; var TKDT3DS_Test: TKDT3DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT3DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT3DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT3DS_Test := TKDT3DS.Create; n.Append('...'); SetLength(TKDT3DS_Test.TestBuff, 1000); for i := 0 to length(TKDT3DS_Test.TestBuff) - 1 do for j := 0 to KDT3DS_Axis - 1 do TKDT3DS_Test.TestBuff[i][j] := i * KDT3DS_Axis + j; {$IFDEF FPC} TKDT3DS_Test.BuildKDTreeM(length(TKDT3DS_Test.TestBuff), nil, @TKDT3DS_Test.Test_BuildM); {$ELSE FPC} TKDT3DS_Test.BuildKDTreeM(length(TKDT3DS_Test.TestBuff), nil, TKDT3DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT3DS_Test.SaveToStream(m64); m64.Position := 0; TKDT3DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT3DS_Test.TestBuff) - 1 do begin p := TKDT3DS_Test.Search(TKDT3DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT3DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT3DS_Test.TestBuff)); TKDT3DS_Test.Search(TKDT3DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT3DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT3DS_Test.Clear; { kMean test } TKDT3DS_Test.BuildKDTreeWithCluster(TKDT3DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT3DS_Test.Search(TKDT3DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT3DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT3DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT3DS_Test); DoStatus(n); n := ''; end; function TKDT4DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT4DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT4DS_Node; function SortCompare(const p1, p2: PKDT4DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT4DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT4DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT4DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT4DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT4DS.GetData(const Index: NativeInt): PKDT4DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT4DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT4DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT4DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT4DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT4DS.StoreBuffPtr: PKDT4DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT4DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT4DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT4DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT4DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT4DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT4DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT4DS.BuildKDTreeWithCluster(const inBuff: TKDT4DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT4DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT4DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT4DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT4DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT4DS.BuildKDTreeWithCluster(const inBuff: TKDT4DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT4DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT4DS_BuildCall); var TempStoreBuff: TKDT4DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT4DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT4DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT4DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT4DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT4DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT4DS_BuildMethod); var TempStoreBuff: TKDT4DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT4DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT4DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT4DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT4DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT4DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT4DS_BuildProc); var TempStoreBuff: TKDT4DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT4DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT4DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT4DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT4DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT4DS.Search(const buff: TKDT4DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT4DS_Node; var NearestNeighbour: PKDT4DS_Node; function FindParentNode(const buffPtr: PKDT4DS_Vec; NodePtr: PKDT4DS_Node): PKDT4DS_Node; var Next: PKDT4DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT4DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT4DS_Node; const buffPtr: PKDT4DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT4DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT4DS_Vec; const p1, p2: PKDT4DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT4DS_Vec); var i, j: NativeInt; p, t: PKDT4DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT4DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT4DS_Node(NearestNodes[0]); end; end; function TKDT4DS.Search(const buff: TKDT4DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT4DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT4DS.Search(const buff: TKDT4DS_Vec; var SearchedDistanceMin: Double): PKDT4DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT4DS.Search(const buff: TKDT4DS_Vec): PKDT4DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT4DS.SearchToken(const buff: TKDT4DS_Vec): TPascalString; var p: PKDT4DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT4DS.Search(const inBuff: TKDT4DS_DynamicVecBuffer; var OutBuff: TKDT4DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT4DS_DynamicVecBuffer; outBuffPtr: PKDT4DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT4DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT4DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT4DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT4DS.Search(const inBuff: TKDT4DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT4DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT4DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT4DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT4DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT4DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT4DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT4DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT4DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT4DS_Vec)) <> SizeOf(TKDT4DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT4DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT4DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT4DS.PrintNodeTree(const NodePtr: PKDT4DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT4DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT4DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT4DS.Vec(const s: SystemString): TKDT4DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT4DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT4DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT4DS.Vec(const v: TKDT4DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT4DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT4DS.Distance(const v1, v2: TKDT4DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT4DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT4DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT4DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT4DS.Test; var TKDT4DS_Test: TKDT4DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT4DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT4DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT4DS_Test := TKDT4DS.Create; n.Append('...'); SetLength(TKDT4DS_Test.TestBuff, 1000); for i := 0 to length(TKDT4DS_Test.TestBuff) - 1 do for j := 0 to KDT4DS_Axis - 1 do TKDT4DS_Test.TestBuff[i][j] := i * KDT4DS_Axis + j; {$IFDEF FPC} TKDT4DS_Test.BuildKDTreeM(length(TKDT4DS_Test.TestBuff), nil, @TKDT4DS_Test.Test_BuildM); {$ELSE FPC} TKDT4DS_Test.BuildKDTreeM(length(TKDT4DS_Test.TestBuff), nil, TKDT4DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT4DS_Test.SaveToStream(m64); m64.Position := 0; TKDT4DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT4DS_Test.TestBuff) - 1 do begin p := TKDT4DS_Test.Search(TKDT4DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT4DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT4DS_Test.TestBuff)); TKDT4DS_Test.Search(TKDT4DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT4DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT4DS_Test.Clear; { kMean test } TKDT4DS_Test.BuildKDTreeWithCluster(TKDT4DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT4DS_Test.Search(TKDT4DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT4DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT4DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT4DS_Test); DoStatus(n); n := ''; end; function TKDT5DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT5DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT5DS_Node; function SortCompare(const p1, p2: PKDT5DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT5DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT5DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT5DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT5DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT5DS.GetData(const Index: NativeInt): PKDT5DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT5DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT5DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT5DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT5DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT5DS.StoreBuffPtr: PKDT5DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT5DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT5DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT5DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT5DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT5DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT5DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT5DS.BuildKDTreeWithCluster(const inBuff: TKDT5DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT5DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT5DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT5DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT5DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT5DS.BuildKDTreeWithCluster(const inBuff: TKDT5DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT5DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT5DS_BuildCall); var TempStoreBuff: TKDT5DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT5DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT5DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT5DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT5DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT5DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT5DS_BuildMethod); var TempStoreBuff: TKDT5DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT5DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT5DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT5DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT5DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT5DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT5DS_BuildProc); var TempStoreBuff: TKDT5DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT5DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT5DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT5DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT5DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT5DS.Search(const buff: TKDT5DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT5DS_Node; var NearestNeighbour: PKDT5DS_Node; function FindParentNode(const buffPtr: PKDT5DS_Vec; NodePtr: PKDT5DS_Node): PKDT5DS_Node; var Next: PKDT5DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT5DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT5DS_Node; const buffPtr: PKDT5DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT5DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT5DS_Vec; const p1, p2: PKDT5DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT5DS_Vec); var i, j: NativeInt; p, t: PKDT5DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT5DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT5DS_Node(NearestNodes[0]); end; end; function TKDT5DS.Search(const buff: TKDT5DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT5DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT5DS.Search(const buff: TKDT5DS_Vec; var SearchedDistanceMin: Double): PKDT5DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT5DS.Search(const buff: TKDT5DS_Vec): PKDT5DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT5DS.SearchToken(const buff: TKDT5DS_Vec): TPascalString; var p: PKDT5DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT5DS.Search(const inBuff: TKDT5DS_DynamicVecBuffer; var OutBuff: TKDT5DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT5DS_DynamicVecBuffer; outBuffPtr: PKDT5DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT5DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT5DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT5DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT5DS.Search(const inBuff: TKDT5DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT5DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT5DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT5DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT5DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT5DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT5DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT5DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT5DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT5DS_Vec)) <> SizeOf(TKDT5DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT5DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT5DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT5DS.PrintNodeTree(const NodePtr: PKDT5DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT5DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT5DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT5DS.Vec(const s: SystemString): TKDT5DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT5DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT5DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT5DS.Vec(const v: TKDT5DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT5DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT5DS.Distance(const v1, v2: TKDT5DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT5DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT5DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT5DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT5DS.Test; var TKDT5DS_Test: TKDT5DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT5DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT5DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT5DS_Test := TKDT5DS.Create; n.Append('...'); SetLength(TKDT5DS_Test.TestBuff, 1000); for i := 0 to length(TKDT5DS_Test.TestBuff) - 1 do for j := 0 to KDT5DS_Axis - 1 do TKDT5DS_Test.TestBuff[i][j] := i * KDT5DS_Axis + j; {$IFDEF FPC} TKDT5DS_Test.BuildKDTreeM(length(TKDT5DS_Test.TestBuff), nil, @TKDT5DS_Test.Test_BuildM); {$ELSE FPC} TKDT5DS_Test.BuildKDTreeM(length(TKDT5DS_Test.TestBuff), nil, TKDT5DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT5DS_Test.SaveToStream(m64); m64.Position := 0; TKDT5DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT5DS_Test.TestBuff) - 1 do begin p := TKDT5DS_Test.Search(TKDT5DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT5DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT5DS_Test.TestBuff)); TKDT5DS_Test.Search(TKDT5DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT5DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT5DS_Test.Clear; { kMean test } TKDT5DS_Test.BuildKDTreeWithCluster(TKDT5DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT5DS_Test.Search(TKDT5DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT5DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT5DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT5DS_Test); DoStatus(n); n := ''; end; function TKDT6DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT6DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT6DS_Node; function SortCompare(const p1, p2: PKDT6DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT6DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT6DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT6DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT6DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT6DS.GetData(const Index: NativeInt): PKDT6DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT6DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT6DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT6DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT6DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT6DS.StoreBuffPtr: PKDT6DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT6DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT6DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT6DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT6DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT6DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT6DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT6DS.BuildKDTreeWithCluster(const inBuff: TKDT6DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT6DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT6DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT6DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT6DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT6DS.BuildKDTreeWithCluster(const inBuff: TKDT6DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT6DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT6DS_BuildCall); var TempStoreBuff: TKDT6DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT6DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT6DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT6DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT6DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT6DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT6DS_BuildMethod); var TempStoreBuff: TKDT6DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT6DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT6DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT6DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT6DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT6DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT6DS_BuildProc); var TempStoreBuff: TKDT6DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT6DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT6DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT6DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT6DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT6DS.Search(const buff: TKDT6DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT6DS_Node; var NearestNeighbour: PKDT6DS_Node; function FindParentNode(const buffPtr: PKDT6DS_Vec; NodePtr: PKDT6DS_Node): PKDT6DS_Node; var Next: PKDT6DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT6DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT6DS_Node; const buffPtr: PKDT6DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT6DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT6DS_Vec; const p1, p2: PKDT6DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT6DS_Vec); var i, j: NativeInt; p, t: PKDT6DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT6DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT6DS_Node(NearestNodes[0]); end; end; function TKDT6DS.Search(const buff: TKDT6DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT6DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT6DS.Search(const buff: TKDT6DS_Vec; var SearchedDistanceMin: Double): PKDT6DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT6DS.Search(const buff: TKDT6DS_Vec): PKDT6DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT6DS.SearchToken(const buff: TKDT6DS_Vec): TPascalString; var p: PKDT6DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT6DS.Search(const inBuff: TKDT6DS_DynamicVecBuffer; var OutBuff: TKDT6DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT6DS_DynamicVecBuffer; outBuffPtr: PKDT6DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT6DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT6DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT6DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT6DS.Search(const inBuff: TKDT6DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT6DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT6DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT6DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT6DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT6DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT6DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT6DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT6DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT6DS_Vec)) <> SizeOf(TKDT6DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT6DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT6DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT6DS.PrintNodeTree(const NodePtr: PKDT6DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT6DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT6DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT6DS.Vec(const s: SystemString): TKDT6DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT6DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT6DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT6DS.Vec(const v: TKDT6DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT6DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT6DS.Distance(const v1, v2: TKDT6DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT6DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT6DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT6DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT6DS.Test; var TKDT6DS_Test: TKDT6DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT6DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT6DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT6DS_Test := TKDT6DS.Create; n.Append('...'); SetLength(TKDT6DS_Test.TestBuff, 1000); for i := 0 to length(TKDT6DS_Test.TestBuff) - 1 do for j := 0 to KDT6DS_Axis - 1 do TKDT6DS_Test.TestBuff[i][j] := i * KDT6DS_Axis + j; {$IFDEF FPC} TKDT6DS_Test.BuildKDTreeM(length(TKDT6DS_Test.TestBuff), nil, @TKDT6DS_Test.Test_BuildM); {$ELSE FPC} TKDT6DS_Test.BuildKDTreeM(length(TKDT6DS_Test.TestBuff), nil, TKDT6DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT6DS_Test.SaveToStream(m64); m64.Position := 0; TKDT6DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT6DS_Test.TestBuff) - 1 do begin p := TKDT6DS_Test.Search(TKDT6DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT6DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT6DS_Test.TestBuff)); TKDT6DS_Test.Search(TKDT6DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT6DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT6DS_Test.Clear; { kMean test } TKDT6DS_Test.BuildKDTreeWithCluster(TKDT6DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT6DS_Test.Search(TKDT6DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT6DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT6DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT6DS_Test); DoStatus(n); n := ''; end; function TKDT7DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT7DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT7DS_Node; function SortCompare(const p1, p2: PKDT7DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT7DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT7DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT7DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT7DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT7DS.GetData(const Index: NativeInt): PKDT7DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT7DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT7DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT7DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT7DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT7DS.StoreBuffPtr: PKDT7DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT7DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT7DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT7DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT7DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT7DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT7DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT7DS.BuildKDTreeWithCluster(const inBuff: TKDT7DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT7DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT7DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT7DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT7DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT7DS.BuildKDTreeWithCluster(const inBuff: TKDT7DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT7DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT7DS_BuildCall); var TempStoreBuff: TKDT7DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT7DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT7DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT7DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT7DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT7DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT7DS_BuildMethod); var TempStoreBuff: TKDT7DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT7DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT7DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT7DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT7DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT7DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT7DS_BuildProc); var TempStoreBuff: TKDT7DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT7DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT7DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT7DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT7DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT7DS.Search(const buff: TKDT7DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT7DS_Node; var NearestNeighbour: PKDT7DS_Node; function FindParentNode(const buffPtr: PKDT7DS_Vec; NodePtr: PKDT7DS_Node): PKDT7DS_Node; var Next: PKDT7DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT7DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT7DS_Node; const buffPtr: PKDT7DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT7DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT7DS_Vec; const p1, p2: PKDT7DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT7DS_Vec); var i, j: NativeInt; p, t: PKDT7DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT7DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT7DS_Node(NearestNodes[0]); end; end; function TKDT7DS.Search(const buff: TKDT7DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT7DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT7DS.Search(const buff: TKDT7DS_Vec; var SearchedDistanceMin: Double): PKDT7DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT7DS.Search(const buff: TKDT7DS_Vec): PKDT7DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT7DS.SearchToken(const buff: TKDT7DS_Vec): TPascalString; var p: PKDT7DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT7DS.Search(const inBuff: TKDT7DS_DynamicVecBuffer; var OutBuff: TKDT7DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT7DS_DynamicVecBuffer; outBuffPtr: PKDT7DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT7DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT7DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT7DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT7DS.Search(const inBuff: TKDT7DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT7DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT7DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT7DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT7DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT7DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT7DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT7DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT7DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT7DS_Vec)) <> SizeOf(TKDT7DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT7DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT7DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT7DS.PrintNodeTree(const NodePtr: PKDT7DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT7DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT7DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT7DS.Vec(const s: SystemString): TKDT7DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT7DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT7DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT7DS.Vec(const v: TKDT7DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT7DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT7DS.Distance(const v1, v2: TKDT7DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT7DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT7DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT7DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT7DS.Test; var TKDT7DS_Test: TKDT7DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT7DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT7DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT7DS_Test := TKDT7DS.Create; n.Append('...'); SetLength(TKDT7DS_Test.TestBuff, 1000); for i := 0 to length(TKDT7DS_Test.TestBuff) - 1 do for j := 0 to KDT7DS_Axis - 1 do TKDT7DS_Test.TestBuff[i][j] := i * KDT7DS_Axis + j; {$IFDEF FPC} TKDT7DS_Test.BuildKDTreeM(length(TKDT7DS_Test.TestBuff), nil, @TKDT7DS_Test.Test_BuildM); {$ELSE FPC} TKDT7DS_Test.BuildKDTreeM(length(TKDT7DS_Test.TestBuff), nil, TKDT7DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT7DS_Test.SaveToStream(m64); m64.Position := 0; TKDT7DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT7DS_Test.TestBuff) - 1 do begin p := TKDT7DS_Test.Search(TKDT7DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT7DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT7DS_Test.TestBuff)); TKDT7DS_Test.Search(TKDT7DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT7DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT7DS_Test.Clear; { kMean test } TKDT7DS_Test.BuildKDTreeWithCluster(TKDT7DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT7DS_Test.Search(TKDT7DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT7DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT7DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT7DS_Test); DoStatus(n); n := ''; end; function TKDT8DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT8DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT8DS_Node; function SortCompare(const p1, p2: PKDT8DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT8DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT8DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT8DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT8DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT8DS.GetData(const Index: NativeInt): PKDT8DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT8DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT8DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT8DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT8DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT8DS.StoreBuffPtr: PKDT8DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT8DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT8DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT8DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT8DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT8DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT8DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT8DS.BuildKDTreeWithCluster(const inBuff: TKDT8DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT8DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT8DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT8DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT8DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT8DS.BuildKDTreeWithCluster(const inBuff: TKDT8DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT8DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT8DS_BuildCall); var TempStoreBuff: TKDT8DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT8DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT8DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT8DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT8DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT8DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT8DS_BuildMethod); var TempStoreBuff: TKDT8DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT8DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT8DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT8DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT8DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT8DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT8DS_BuildProc); var TempStoreBuff: TKDT8DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT8DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT8DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT8DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT8DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT8DS.Search(const buff: TKDT8DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT8DS_Node; var NearestNeighbour: PKDT8DS_Node; function FindParentNode(const buffPtr: PKDT8DS_Vec; NodePtr: PKDT8DS_Node): PKDT8DS_Node; var Next: PKDT8DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT8DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT8DS_Node; const buffPtr: PKDT8DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT8DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT8DS_Vec; const p1, p2: PKDT8DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT8DS_Vec); var i, j: NativeInt; p, t: PKDT8DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT8DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT8DS_Node(NearestNodes[0]); end; end; function TKDT8DS.Search(const buff: TKDT8DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT8DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT8DS.Search(const buff: TKDT8DS_Vec; var SearchedDistanceMin: Double): PKDT8DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT8DS.Search(const buff: TKDT8DS_Vec): PKDT8DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT8DS.SearchToken(const buff: TKDT8DS_Vec): TPascalString; var p: PKDT8DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT8DS.Search(const inBuff: TKDT8DS_DynamicVecBuffer; var OutBuff: TKDT8DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT8DS_DynamicVecBuffer; outBuffPtr: PKDT8DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT8DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT8DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT8DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT8DS.Search(const inBuff: TKDT8DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT8DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT8DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT8DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT8DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT8DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT8DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT8DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT8DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT8DS_Vec)) <> SizeOf(TKDT8DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT8DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT8DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT8DS.PrintNodeTree(const NodePtr: PKDT8DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT8DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT8DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT8DS.Vec(const s: SystemString): TKDT8DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT8DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT8DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT8DS.Vec(const v: TKDT8DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT8DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT8DS.Distance(const v1, v2: TKDT8DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT8DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT8DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT8DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT8DS.Test; var TKDT8DS_Test: TKDT8DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT8DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT8DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT8DS_Test := TKDT8DS.Create; n.Append('...'); SetLength(TKDT8DS_Test.TestBuff, 1000); for i := 0 to length(TKDT8DS_Test.TestBuff) - 1 do for j := 0 to KDT8DS_Axis - 1 do TKDT8DS_Test.TestBuff[i][j] := i * KDT8DS_Axis + j; {$IFDEF FPC} TKDT8DS_Test.BuildKDTreeM(length(TKDT8DS_Test.TestBuff), nil, @TKDT8DS_Test.Test_BuildM); {$ELSE FPC} TKDT8DS_Test.BuildKDTreeM(length(TKDT8DS_Test.TestBuff), nil, TKDT8DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT8DS_Test.SaveToStream(m64); m64.Position := 0; TKDT8DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT8DS_Test.TestBuff) - 1 do begin p := TKDT8DS_Test.Search(TKDT8DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT8DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT8DS_Test.TestBuff)); TKDT8DS_Test.Search(TKDT8DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT8DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT8DS_Test.Clear; { kMean test } TKDT8DS_Test.BuildKDTreeWithCluster(TKDT8DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT8DS_Test.Search(TKDT8DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT8DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT8DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT8DS_Test); DoStatus(n); n := ''; end; function TKDT9DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT9DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT9DS_Node; function SortCompare(const p1, p2: PKDT9DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT9DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT9DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT9DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT9DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT9DS.GetData(const Index: NativeInt): PKDT9DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT9DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT9DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT9DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT9DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT9DS.StoreBuffPtr: PKDT9DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT9DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT9DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT9DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT9DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT9DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT9DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT9DS.BuildKDTreeWithCluster(const inBuff: TKDT9DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT9DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT9DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT9DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT9DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT9DS.BuildKDTreeWithCluster(const inBuff: TKDT9DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT9DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT9DS_BuildCall); var TempStoreBuff: TKDT9DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT9DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT9DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT9DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT9DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT9DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT9DS_BuildMethod); var TempStoreBuff: TKDT9DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT9DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT9DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT9DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT9DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT9DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT9DS_BuildProc); var TempStoreBuff: TKDT9DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT9DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT9DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT9DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT9DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT9DS.Search(const buff: TKDT9DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT9DS_Node; var NearestNeighbour: PKDT9DS_Node; function FindParentNode(const buffPtr: PKDT9DS_Vec; NodePtr: PKDT9DS_Node): PKDT9DS_Node; var Next: PKDT9DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT9DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT9DS_Node; const buffPtr: PKDT9DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT9DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT9DS_Vec; const p1, p2: PKDT9DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT9DS_Vec); var i, j: NativeInt; p, t: PKDT9DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT9DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT9DS_Node(NearestNodes[0]); end; end; function TKDT9DS.Search(const buff: TKDT9DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT9DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT9DS.Search(const buff: TKDT9DS_Vec; var SearchedDistanceMin: Double): PKDT9DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT9DS.Search(const buff: TKDT9DS_Vec): PKDT9DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT9DS.SearchToken(const buff: TKDT9DS_Vec): TPascalString; var p: PKDT9DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT9DS.Search(const inBuff: TKDT9DS_DynamicVecBuffer; var OutBuff: TKDT9DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT9DS_DynamicVecBuffer; outBuffPtr: PKDT9DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT9DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT9DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT9DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT9DS.Search(const inBuff: TKDT9DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT9DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT9DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT9DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT9DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT9DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT9DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT9DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT9DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT9DS_Vec)) <> SizeOf(TKDT9DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT9DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT9DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT9DS.PrintNodeTree(const NodePtr: PKDT9DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT9DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT9DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT9DS.Vec(const s: SystemString): TKDT9DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT9DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT9DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT9DS.Vec(const v: TKDT9DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT9DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT9DS.Distance(const v1, v2: TKDT9DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT9DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT9DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT9DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT9DS.Test; var TKDT9DS_Test: TKDT9DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT9DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT9DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT9DS_Test := TKDT9DS.Create; n.Append('...'); SetLength(TKDT9DS_Test.TestBuff, 1000); for i := 0 to length(TKDT9DS_Test.TestBuff) - 1 do for j := 0 to KDT9DS_Axis - 1 do TKDT9DS_Test.TestBuff[i][j] := i * KDT9DS_Axis + j; {$IFDEF FPC} TKDT9DS_Test.BuildKDTreeM(length(TKDT9DS_Test.TestBuff), nil, @TKDT9DS_Test.Test_BuildM); {$ELSE FPC} TKDT9DS_Test.BuildKDTreeM(length(TKDT9DS_Test.TestBuff), nil, TKDT9DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT9DS_Test.SaveToStream(m64); m64.Position := 0; TKDT9DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT9DS_Test.TestBuff) - 1 do begin p := TKDT9DS_Test.Search(TKDT9DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT9DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT9DS_Test.TestBuff)); TKDT9DS_Test.Search(TKDT9DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT9DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT9DS_Test.Clear; { kMean test } TKDT9DS_Test.BuildKDTreeWithCluster(TKDT9DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT9DS_Test.Search(TKDT9DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT9DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT9DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT9DS_Test); DoStatus(n); n := ''; end; function TKDT10DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT10DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT10DS_Node; function SortCompare(const p1, p2: PKDT10DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT10DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT10DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT10DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT10DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT10DS.GetData(const Index: NativeInt): PKDT10DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT10DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT10DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT10DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT10DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT10DS.StoreBuffPtr: PKDT10DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT10DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT10DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT10DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT10DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT10DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT10DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT10DS.BuildKDTreeWithCluster(const inBuff: TKDT10DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT10DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT10DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT10DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT10DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT10DS.BuildKDTreeWithCluster(const inBuff: TKDT10DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT10DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT10DS_BuildCall); var TempStoreBuff: TKDT10DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT10DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT10DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT10DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT10DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT10DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT10DS_BuildMethod); var TempStoreBuff: TKDT10DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT10DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT10DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT10DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT10DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT10DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT10DS_BuildProc); var TempStoreBuff: TKDT10DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT10DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT10DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT10DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT10DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT10DS.Search(const buff: TKDT10DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT10DS_Node; var NearestNeighbour: PKDT10DS_Node; function FindParentNode(const buffPtr: PKDT10DS_Vec; NodePtr: PKDT10DS_Node): PKDT10DS_Node; var Next: PKDT10DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT10DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT10DS_Node; const buffPtr: PKDT10DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT10DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT10DS_Vec; const p1, p2: PKDT10DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT10DS_Vec); var i, j: NativeInt; p, t: PKDT10DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT10DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT10DS_Node(NearestNodes[0]); end; end; function TKDT10DS.Search(const buff: TKDT10DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT10DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT10DS.Search(const buff: TKDT10DS_Vec; var SearchedDistanceMin: Double): PKDT10DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT10DS.Search(const buff: TKDT10DS_Vec): PKDT10DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT10DS.SearchToken(const buff: TKDT10DS_Vec): TPascalString; var p: PKDT10DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT10DS.Search(const inBuff: TKDT10DS_DynamicVecBuffer; var OutBuff: TKDT10DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT10DS_DynamicVecBuffer; outBuffPtr: PKDT10DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT10DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT10DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT10DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT10DS.Search(const inBuff: TKDT10DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT10DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT10DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT10DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT10DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT10DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT10DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT10DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT10DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT10DS_Vec)) <> SizeOf(TKDT10DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT10DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT10DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT10DS.PrintNodeTree(const NodePtr: PKDT10DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT10DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT10DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT10DS.Vec(const s: SystemString): TKDT10DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT10DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT10DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT10DS.Vec(const v: TKDT10DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT10DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT10DS.Distance(const v1, v2: TKDT10DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT10DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT10DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT10DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT10DS.Test; var TKDT10DS_Test: TKDT10DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT10DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT10DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT10DS_Test := TKDT10DS.Create; n.Append('...'); SetLength(TKDT10DS_Test.TestBuff, 1000); for i := 0 to length(TKDT10DS_Test.TestBuff) - 1 do for j := 0 to KDT10DS_Axis - 1 do TKDT10DS_Test.TestBuff[i][j] := i * KDT10DS_Axis + j; {$IFDEF FPC} TKDT10DS_Test.BuildKDTreeM(length(TKDT10DS_Test.TestBuff), nil, @TKDT10DS_Test.Test_BuildM); {$ELSE FPC} TKDT10DS_Test.BuildKDTreeM(length(TKDT10DS_Test.TestBuff), nil, TKDT10DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT10DS_Test.SaveToStream(m64); m64.Position := 0; TKDT10DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT10DS_Test.TestBuff) - 1 do begin p := TKDT10DS_Test.Search(TKDT10DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT10DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT10DS_Test.TestBuff)); TKDT10DS_Test.Search(TKDT10DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT10DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT10DS_Test.Clear; { kMean test } TKDT10DS_Test.BuildKDTreeWithCluster(TKDT10DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT10DS_Test.Search(TKDT10DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT10DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT10DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT10DS_Test); DoStatus(n); n := ''; end; function TKDT11DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT11DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT11DS_Node; function SortCompare(const p1, p2: PKDT11DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT11DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT11DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT11DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT11DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT11DS.GetData(const Index: NativeInt): PKDT11DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT11DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT11DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT11DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT11DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT11DS.StoreBuffPtr: PKDT11DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT11DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT11DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT11DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT11DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT11DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT11DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT11DS.BuildKDTreeWithCluster(const inBuff: TKDT11DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT11DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT11DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT11DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT11DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT11DS.BuildKDTreeWithCluster(const inBuff: TKDT11DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT11DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT11DS_BuildCall); var TempStoreBuff: TKDT11DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT11DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT11DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT11DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT11DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT11DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT11DS_BuildMethod); var TempStoreBuff: TKDT11DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT11DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT11DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT11DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT11DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT11DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT11DS_BuildProc); var TempStoreBuff: TKDT11DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT11DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT11DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT11DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT11DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT11DS.Search(const buff: TKDT11DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT11DS_Node; var NearestNeighbour: PKDT11DS_Node; function FindParentNode(const buffPtr: PKDT11DS_Vec; NodePtr: PKDT11DS_Node): PKDT11DS_Node; var Next: PKDT11DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT11DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT11DS_Node; const buffPtr: PKDT11DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT11DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT11DS_Vec; const p1, p2: PKDT11DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT11DS_Vec); var i, j: NativeInt; p, t: PKDT11DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT11DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT11DS_Node(NearestNodes[0]); end; end; function TKDT11DS.Search(const buff: TKDT11DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT11DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT11DS.Search(const buff: TKDT11DS_Vec; var SearchedDistanceMin: Double): PKDT11DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT11DS.Search(const buff: TKDT11DS_Vec): PKDT11DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT11DS.SearchToken(const buff: TKDT11DS_Vec): TPascalString; var p: PKDT11DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT11DS.Search(const inBuff: TKDT11DS_DynamicVecBuffer; var OutBuff: TKDT11DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT11DS_DynamicVecBuffer; outBuffPtr: PKDT11DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT11DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT11DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT11DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT11DS.Search(const inBuff: TKDT11DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT11DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT11DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT11DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT11DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT11DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT11DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT11DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT11DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT11DS_Vec)) <> SizeOf(TKDT11DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT11DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT11DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT11DS.PrintNodeTree(const NodePtr: PKDT11DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT11DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT11DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT11DS.Vec(const s: SystemString): TKDT11DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT11DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT11DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT11DS.Vec(const v: TKDT11DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT11DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT11DS.Distance(const v1, v2: TKDT11DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT11DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT11DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT11DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT11DS.Test; var TKDT11DS_Test: TKDT11DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT11DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT11DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT11DS_Test := TKDT11DS.Create; n.Append('...'); SetLength(TKDT11DS_Test.TestBuff, 1000); for i := 0 to length(TKDT11DS_Test.TestBuff) - 1 do for j := 0 to KDT11DS_Axis - 1 do TKDT11DS_Test.TestBuff[i][j] := i * KDT11DS_Axis + j; {$IFDEF FPC} TKDT11DS_Test.BuildKDTreeM(length(TKDT11DS_Test.TestBuff), nil, @TKDT11DS_Test.Test_BuildM); {$ELSE FPC} TKDT11DS_Test.BuildKDTreeM(length(TKDT11DS_Test.TestBuff), nil, TKDT11DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT11DS_Test.SaveToStream(m64); m64.Position := 0; TKDT11DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT11DS_Test.TestBuff) - 1 do begin p := TKDT11DS_Test.Search(TKDT11DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT11DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT11DS_Test.TestBuff)); TKDT11DS_Test.Search(TKDT11DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT11DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT11DS_Test.Clear; { kMean test } TKDT11DS_Test.BuildKDTreeWithCluster(TKDT11DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT11DS_Test.Search(TKDT11DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT11DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT11DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT11DS_Test); DoStatus(n); n := ''; end; function TKDT12DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT12DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT12DS_Node; function SortCompare(const p1, p2: PKDT12DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT12DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT12DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT12DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT12DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT12DS.GetData(const Index: NativeInt): PKDT12DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT12DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT12DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT12DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT12DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT12DS.StoreBuffPtr: PKDT12DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT12DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT12DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT12DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT12DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT12DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT12DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT12DS.BuildKDTreeWithCluster(const inBuff: TKDT12DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT12DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT12DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT12DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT12DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT12DS.BuildKDTreeWithCluster(const inBuff: TKDT12DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT12DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT12DS_BuildCall); var TempStoreBuff: TKDT12DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT12DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT12DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT12DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT12DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT12DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT12DS_BuildMethod); var TempStoreBuff: TKDT12DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT12DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT12DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT12DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT12DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT12DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT12DS_BuildProc); var TempStoreBuff: TKDT12DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT12DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT12DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT12DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT12DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT12DS.Search(const buff: TKDT12DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT12DS_Node; var NearestNeighbour: PKDT12DS_Node; function FindParentNode(const buffPtr: PKDT12DS_Vec; NodePtr: PKDT12DS_Node): PKDT12DS_Node; var Next: PKDT12DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT12DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT12DS_Node; const buffPtr: PKDT12DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT12DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT12DS_Vec; const p1, p2: PKDT12DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT12DS_Vec); var i, j: NativeInt; p, t: PKDT12DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT12DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT12DS_Node(NearestNodes[0]); end; end; function TKDT12DS.Search(const buff: TKDT12DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT12DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT12DS.Search(const buff: TKDT12DS_Vec; var SearchedDistanceMin: Double): PKDT12DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT12DS.Search(const buff: TKDT12DS_Vec): PKDT12DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT12DS.SearchToken(const buff: TKDT12DS_Vec): TPascalString; var p: PKDT12DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT12DS.Search(const inBuff: TKDT12DS_DynamicVecBuffer; var OutBuff: TKDT12DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT12DS_DynamicVecBuffer; outBuffPtr: PKDT12DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT12DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT12DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT12DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT12DS.Search(const inBuff: TKDT12DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT12DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT12DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT12DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT12DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT12DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT12DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT12DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT12DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT12DS_Vec)) <> SizeOf(TKDT12DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT12DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT12DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT12DS.PrintNodeTree(const NodePtr: PKDT12DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT12DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT12DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT12DS.Vec(const s: SystemString): TKDT12DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT12DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT12DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT12DS.Vec(const v: TKDT12DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT12DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT12DS.Distance(const v1, v2: TKDT12DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT12DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT12DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT12DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT12DS.Test; var TKDT12DS_Test: TKDT12DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT12DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT12DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT12DS_Test := TKDT12DS.Create; n.Append('...'); SetLength(TKDT12DS_Test.TestBuff, 1000); for i := 0 to length(TKDT12DS_Test.TestBuff) - 1 do for j := 0 to KDT12DS_Axis - 1 do TKDT12DS_Test.TestBuff[i][j] := i * KDT12DS_Axis + j; {$IFDEF FPC} TKDT12DS_Test.BuildKDTreeM(length(TKDT12DS_Test.TestBuff), nil, @TKDT12DS_Test.Test_BuildM); {$ELSE FPC} TKDT12DS_Test.BuildKDTreeM(length(TKDT12DS_Test.TestBuff), nil, TKDT12DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT12DS_Test.SaveToStream(m64); m64.Position := 0; TKDT12DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT12DS_Test.TestBuff) - 1 do begin p := TKDT12DS_Test.Search(TKDT12DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT12DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT12DS_Test.TestBuff)); TKDT12DS_Test.Search(TKDT12DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT12DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT12DS_Test.Clear; { kMean test } TKDT12DS_Test.BuildKDTreeWithCluster(TKDT12DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT12DS_Test.Search(TKDT12DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT12DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT12DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT12DS_Test); DoStatus(n); n := ''; end; function TKDT13DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT13DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT13DS_Node; function SortCompare(const p1, p2: PKDT13DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT13DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT13DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT13DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT13DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT13DS.GetData(const Index: NativeInt): PKDT13DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT13DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT13DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT13DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT13DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT13DS.StoreBuffPtr: PKDT13DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT13DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT13DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT13DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT13DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT13DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT13DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT13DS.BuildKDTreeWithCluster(const inBuff: TKDT13DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT13DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT13DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT13DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT13DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT13DS.BuildKDTreeWithCluster(const inBuff: TKDT13DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT13DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT13DS_BuildCall); var TempStoreBuff: TKDT13DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT13DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT13DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT13DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT13DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT13DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT13DS_BuildMethod); var TempStoreBuff: TKDT13DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT13DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT13DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT13DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT13DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT13DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT13DS_BuildProc); var TempStoreBuff: TKDT13DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT13DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT13DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT13DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT13DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT13DS.Search(const buff: TKDT13DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT13DS_Node; var NearestNeighbour: PKDT13DS_Node; function FindParentNode(const buffPtr: PKDT13DS_Vec; NodePtr: PKDT13DS_Node): PKDT13DS_Node; var Next: PKDT13DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT13DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT13DS_Node; const buffPtr: PKDT13DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT13DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT13DS_Vec; const p1, p2: PKDT13DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT13DS_Vec); var i, j: NativeInt; p, t: PKDT13DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT13DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT13DS_Node(NearestNodes[0]); end; end; function TKDT13DS.Search(const buff: TKDT13DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT13DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT13DS.Search(const buff: TKDT13DS_Vec; var SearchedDistanceMin: Double): PKDT13DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT13DS.Search(const buff: TKDT13DS_Vec): PKDT13DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT13DS.SearchToken(const buff: TKDT13DS_Vec): TPascalString; var p: PKDT13DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT13DS.Search(const inBuff: TKDT13DS_DynamicVecBuffer; var OutBuff: TKDT13DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT13DS_DynamicVecBuffer; outBuffPtr: PKDT13DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT13DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT13DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT13DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT13DS.Search(const inBuff: TKDT13DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT13DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT13DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT13DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT13DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT13DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT13DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT13DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT13DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT13DS_Vec)) <> SizeOf(TKDT13DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT13DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT13DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT13DS.PrintNodeTree(const NodePtr: PKDT13DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT13DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT13DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT13DS.Vec(const s: SystemString): TKDT13DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT13DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT13DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT13DS.Vec(const v: TKDT13DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT13DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT13DS.Distance(const v1, v2: TKDT13DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT13DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT13DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT13DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT13DS.Test; var TKDT13DS_Test: TKDT13DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT13DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT13DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT13DS_Test := TKDT13DS.Create; n.Append('...'); SetLength(TKDT13DS_Test.TestBuff, 1000); for i := 0 to length(TKDT13DS_Test.TestBuff) - 1 do for j := 0 to KDT13DS_Axis - 1 do TKDT13DS_Test.TestBuff[i][j] := i * KDT13DS_Axis + j; {$IFDEF FPC} TKDT13DS_Test.BuildKDTreeM(length(TKDT13DS_Test.TestBuff), nil, @TKDT13DS_Test.Test_BuildM); {$ELSE FPC} TKDT13DS_Test.BuildKDTreeM(length(TKDT13DS_Test.TestBuff), nil, TKDT13DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT13DS_Test.SaveToStream(m64); m64.Position := 0; TKDT13DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT13DS_Test.TestBuff) - 1 do begin p := TKDT13DS_Test.Search(TKDT13DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT13DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT13DS_Test.TestBuff)); TKDT13DS_Test.Search(TKDT13DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT13DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT13DS_Test.Clear; { kMean test } TKDT13DS_Test.BuildKDTreeWithCluster(TKDT13DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT13DS_Test.Search(TKDT13DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT13DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT13DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT13DS_Test); DoStatus(n); n := ''; end; function TKDT14DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT14DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT14DS_Node; function SortCompare(const p1, p2: PKDT14DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT14DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT14DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT14DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT14DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT14DS.GetData(const Index: NativeInt): PKDT14DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT14DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT14DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT14DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT14DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT14DS.StoreBuffPtr: PKDT14DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT14DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT14DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT14DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT14DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT14DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT14DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT14DS.BuildKDTreeWithCluster(const inBuff: TKDT14DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT14DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT14DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT14DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT14DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT14DS.BuildKDTreeWithCluster(const inBuff: TKDT14DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT14DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT14DS_BuildCall); var TempStoreBuff: TKDT14DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT14DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT14DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT14DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT14DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT14DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT14DS_BuildMethod); var TempStoreBuff: TKDT14DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT14DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT14DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT14DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT14DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT14DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT14DS_BuildProc); var TempStoreBuff: TKDT14DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT14DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT14DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT14DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT14DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT14DS.Search(const buff: TKDT14DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT14DS_Node; var NearestNeighbour: PKDT14DS_Node; function FindParentNode(const buffPtr: PKDT14DS_Vec; NodePtr: PKDT14DS_Node): PKDT14DS_Node; var Next: PKDT14DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT14DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT14DS_Node; const buffPtr: PKDT14DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT14DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT14DS_Vec; const p1, p2: PKDT14DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT14DS_Vec); var i, j: NativeInt; p, t: PKDT14DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT14DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT14DS_Node(NearestNodes[0]); end; end; function TKDT14DS.Search(const buff: TKDT14DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT14DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT14DS.Search(const buff: TKDT14DS_Vec; var SearchedDistanceMin: Double): PKDT14DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT14DS.Search(const buff: TKDT14DS_Vec): PKDT14DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT14DS.SearchToken(const buff: TKDT14DS_Vec): TPascalString; var p: PKDT14DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT14DS.Search(const inBuff: TKDT14DS_DynamicVecBuffer; var OutBuff: TKDT14DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT14DS_DynamicVecBuffer; outBuffPtr: PKDT14DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT14DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT14DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT14DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT14DS.Search(const inBuff: TKDT14DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT14DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT14DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT14DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT14DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT14DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT14DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT14DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT14DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT14DS_Vec)) <> SizeOf(TKDT14DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT14DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT14DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT14DS.PrintNodeTree(const NodePtr: PKDT14DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT14DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT14DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT14DS.Vec(const s: SystemString): TKDT14DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT14DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT14DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT14DS.Vec(const v: TKDT14DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT14DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT14DS.Distance(const v1, v2: TKDT14DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT14DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT14DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT14DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT14DS.Test; var TKDT14DS_Test: TKDT14DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT14DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT14DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT14DS_Test := TKDT14DS.Create; n.Append('...'); SetLength(TKDT14DS_Test.TestBuff, 1000); for i := 0 to length(TKDT14DS_Test.TestBuff) - 1 do for j := 0 to KDT14DS_Axis - 1 do TKDT14DS_Test.TestBuff[i][j] := i * KDT14DS_Axis + j; {$IFDEF FPC} TKDT14DS_Test.BuildKDTreeM(length(TKDT14DS_Test.TestBuff), nil, @TKDT14DS_Test.Test_BuildM); {$ELSE FPC} TKDT14DS_Test.BuildKDTreeM(length(TKDT14DS_Test.TestBuff), nil, TKDT14DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT14DS_Test.SaveToStream(m64); m64.Position := 0; TKDT14DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT14DS_Test.TestBuff) - 1 do begin p := TKDT14DS_Test.Search(TKDT14DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT14DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT14DS_Test.TestBuff)); TKDT14DS_Test.Search(TKDT14DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT14DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT14DS_Test.Clear; { kMean test } TKDT14DS_Test.BuildKDTreeWithCluster(TKDT14DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT14DS_Test.Search(TKDT14DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT14DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT14DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT14DS_Test); DoStatus(n); n := ''; end; function TKDT15DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT15DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT15DS_Node; function SortCompare(const p1, p2: PKDT15DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT15DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT15DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT15DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT15DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT15DS.GetData(const Index: NativeInt): PKDT15DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT15DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT15DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT15DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT15DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT15DS.StoreBuffPtr: PKDT15DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT15DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT15DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT15DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT15DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT15DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT15DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT15DS.BuildKDTreeWithCluster(const inBuff: TKDT15DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT15DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT15DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT15DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT15DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT15DS.BuildKDTreeWithCluster(const inBuff: TKDT15DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT15DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT15DS_BuildCall); var TempStoreBuff: TKDT15DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT15DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT15DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT15DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT15DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT15DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT15DS_BuildMethod); var TempStoreBuff: TKDT15DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT15DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT15DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT15DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT15DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT15DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT15DS_BuildProc); var TempStoreBuff: TKDT15DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT15DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT15DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT15DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT15DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT15DS.Search(const buff: TKDT15DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT15DS_Node; var NearestNeighbour: PKDT15DS_Node; function FindParentNode(const buffPtr: PKDT15DS_Vec; NodePtr: PKDT15DS_Node): PKDT15DS_Node; var Next: PKDT15DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT15DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT15DS_Node; const buffPtr: PKDT15DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT15DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT15DS_Vec; const p1, p2: PKDT15DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT15DS_Vec); var i, j: NativeInt; p, t: PKDT15DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT15DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT15DS_Node(NearestNodes[0]); end; end; function TKDT15DS.Search(const buff: TKDT15DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT15DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT15DS.Search(const buff: TKDT15DS_Vec; var SearchedDistanceMin: Double): PKDT15DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT15DS.Search(const buff: TKDT15DS_Vec): PKDT15DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT15DS.SearchToken(const buff: TKDT15DS_Vec): TPascalString; var p: PKDT15DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT15DS.Search(const inBuff: TKDT15DS_DynamicVecBuffer; var OutBuff: TKDT15DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT15DS_DynamicVecBuffer; outBuffPtr: PKDT15DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT15DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT15DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT15DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT15DS.Search(const inBuff: TKDT15DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT15DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT15DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT15DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT15DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT15DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT15DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT15DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT15DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT15DS_Vec)) <> SizeOf(TKDT15DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT15DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT15DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT15DS.PrintNodeTree(const NodePtr: PKDT15DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT15DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT15DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT15DS.Vec(const s: SystemString): TKDT15DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT15DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT15DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT15DS.Vec(const v: TKDT15DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT15DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT15DS.Distance(const v1, v2: TKDT15DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT15DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT15DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT15DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT15DS.Test; var TKDT15DS_Test: TKDT15DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT15DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT15DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT15DS_Test := TKDT15DS.Create; n.Append('...'); SetLength(TKDT15DS_Test.TestBuff, 1000); for i := 0 to length(TKDT15DS_Test.TestBuff) - 1 do for j := 0 to KDT15DS_Axis - 1 do TKDT15DS_Test.TestBuff[i][j] := i * KDT15DS_Axis + j; {$IFDEF FPC} TKDT15DS_Test.BuildKDTreeM(length(TKDT15DS_Test.TestBuff), nil, @TKDT15DS_Test.Test_BuildM); {$ELSE FPC} TKDT15DS_Test.BuildKDTreeM(length(TKDT15DS_Test.TestBuff), nil, TKDT15DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT15DS_Test.SaveToStream(m64); m64.Position := 0; TKDT15DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT15DS_Test.TestBuff) - 1 do begin p := TKDT15DS_Test.Search(TKDT15DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT15DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT15DS_Test.TestBuff)); TKDT15DS_Test.Search(TKDT15DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT15DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT15DS_Test.Clear; { kMean test } TKDT15DS_Test.BuildKDTreeWithCluster(TKDT15DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT15DS_Test.Search(TKDT15DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT15DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT15DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT15DS_Test); DoStatus(n); n := ''; end; function TKDT16DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT16DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT16DS_Node; function SortCompare(const p1, p2: PKDT16DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT16DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT16DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT16DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT16DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT16DS.GetData(const Index: NativeInt): PKDT16DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT16DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT16DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT16DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT16DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT16DS.StoreBuffPtr: PKDT16DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT16DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT16DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT16DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT16DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT16DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT16DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT16DS.BuildKDTreeWithCluster(const inBuff: TKDT16DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT16DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT16DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT16DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT16DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT16DS.BuildKDTreeWithCluster(const inBuff: TKDT16DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT16DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT16DS_BuildCall); var TempStoreBuff: TKDT16DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT16DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT16DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT16DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT16DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT16DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT16DS_BuildMethod); var TempStoreBuff: TKDT16DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT16DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT16DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT16DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT16DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT16DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT16DS_BuildProc); var TempStoreBuff: TKDT16DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT16DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT16DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT16DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT16DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT16DS.Search(const buff: TKDT16DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT16DS_Node; var NearestNeighbour: PKDT16DS_Node; function FindParentNode(const buffPtr: PKDT16DS_Vec; NodePtr: PKDT16DS_Node): PKDT16DS_Node; var Next: PKDT16DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT16DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT16DS_Node; const buffPtr: PKDT16DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT16DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT16DS_Vec; const p1, p2: PKDT16DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT16DS_Vec); var i, j: NativeInt; p, t: PKDT16DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT16DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT16DS_Node(NearestNodes[0]); end; end; function TKDT16DS.Search(const buff: TKDT16DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT16DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT16DS.Search(const buff: TKDT16DS_Vec; var SearchedDistanceMin: Double): PKDT16DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT16DS.Search(const buff: TKDT16DS_Vec): PKDT16DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT16DS.SearchToken(const buff: TKDT16DS_Vec): TPascalString; var p: PKDT16DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT16DS.Search(const inBuff: TKDT16DS_DynamicVecBuffer; var OutBuff: TKDT16DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT16DS_DynamicVecBuffer; outBuffPtr: PKDT16DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT16DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT16DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT16DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT16DS.Search(const inBuff: TKDT16DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT16DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT16DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT16DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT16DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT16DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT16DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT16DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT16DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT16DS_Vec)) <> SizeOf(TKDT16DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT16DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT16DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT16DS.PrintNodeTree(const NodePtr: PKDT16DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT16DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT16DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT16DS.Vec(const s: SystemString): TKDT16DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT16DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT16DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT16DS.Vec(const v: TKDT16DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT16DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT16DS.Distance(const v1, v2: TKDT16DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT16DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT16DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT16DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT16DS.Test; var TKDT16DS_Test: TKDT16DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT16DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT16DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT16DS_Test := TKDT16DS.Create; n.Append('...'); SetLength(TKDT16DS_Test.TestBuff, 1000); for i := 0 to length(TKDT16DS_Test.TestBuff) - 1 do for j := 0 to KDT16DS_Axis - 1 do TKDT16DS_Test.TestBuff[i][j] := i * KDT16DS_Axis + j; {$IFDEF FPC} TKDT16DS_Test.BuildKDTreeM(length(TKDT16DS_Test.TestBuff), nil, @TKDT16DS_Test.Test_BuildM); {$ELSE FPC} TKDT16DS_Test.BuildKDTreeM(length(TKDT16DS_Test.TestBuff), nil, TKDT16DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT16DS_Test.SaveToStream(m64); m64.Position := 0; TKDT16DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT16DS_Test.TestBuff) - 1 do begin p := TKDT16DS_Test.Search(TKDT16DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT16DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT16DS_Test.TestBuff)); TKDT16DS_Test.Search(TKDT16DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT16DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT16DS_Test.Clear; { kMean test } TKDT16DS_Test.BuildKDTreeWithCluster(TKDT16DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT16DS_Test.Search(TKDT16DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT16DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT16DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT16DS_Test); DoStatus(n); n := ''; end; function TKDT17DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT17DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT17DS_Node; function SortCompare(const p1, p2: PKDT17DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT17DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT17DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT17DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT17DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT17DS.GetData(const Index: NativeInt): PKDT17DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT17DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT17DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT17DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT17DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT17DS.StoreBuffPtr: PKDT17DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT17DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT17DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT17DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT17DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT17DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT17DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT17DS.BuildKDTreeWithCluster(const inBuff: TKDT17DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT17DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT17DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT17DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT17DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT17DS.BuildKDTreeWithCluster(const inBuff: TKDT17DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT17DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT17DS_BuildCall); var TempStoreBuff: TKDT17DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT17DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT17DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT17DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT17DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT17DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT17DS_BuildMethod); var TempStoreBuff: TKDT17DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT17DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT17DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT17DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT17DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT17DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT17DS_BuildProc); var TempStoreBuff: TKDT17DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT17DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT17DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT17DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT17DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT17DS.Search(const buff: TKDT17DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT17DS_Node; var NearestNeighbour: PKDT17DS_Node; function FindParentNode(const buffPtr: PKDT17DS_Vec; NodePtr: PKDT17DS_Node): PKDT17DS_Node; var Next: PKDT17DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT17DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT17DS_Node; const buffPtr: PKDT17DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT17DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT17DS_Vec; const p1, p2: PKDT17DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT17DS_Vec); var i, j: NativeInt; p, t: PKDT17DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT17DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT17DS_Node(NearestNodes[0]); end; end; function TKDT17DS.Search(const buff: TKDT17DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT17DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT17DS.Search(const buff: TKDT17DS_Vec; var SearchedDistanceMin: Double): PKDT17DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT17DS.Search(const buff: TKDT17DS_Vec): PKDT17DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT17DS.SearchToken(const buff: TKDT17DS_Vec): TPascalString; var p: PKDT17DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT17DS.Search(const inBuff: TKDT17DS_DynamicVecBuffer; var OutBuff: TKDT17DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT17DS_DynamicVecBuffer; outBuffPtr: PKDT17DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT17DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT17DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT17DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT17DS.Search(const inBuff: TKDT17DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT17DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT17DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT17DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT17DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT17DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT17DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT17DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT17DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT17DS_Vec)) <> SizeOf(TKDT17DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT17DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT17DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT17DS.PrintNodeTree(const NodePtr: PKDT17DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT17DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT17DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT17DS.Vec(const s: SystemString): TKDT17DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT17DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT17DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT17DS.Vec(const v: TKDT17DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT17DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT17DS.Distance(const v1, v2: TKDT17DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT17DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT17DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT17DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT17DS.Test; var TKDT17DS_Test: TKDT17DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT17DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT17DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT17DS_Test := TKDT17DS.Create; n.Append('...'); SetLength(TKDT17DS_Test.TestBuff, 1000); for i := 0 to length(TKDT17DS_Test.TestBuff) - 1 do for j := 0 to KDT17DS_Axis - 1 do TKDT17DS_Test.TestBuff[i][j] := i * KDT17DS_Axis + j; {$IFDEF FPC} TKDT17DS_Test.BuildKDTreeM(length(TKDT17DS_Test.TestBuff), nil, @TKDT17DS_Test.Test_BuildM); {$ELSE FPC} TKDT17DS_Test.BuildKDTreeM(length(TKDT17DS_Test.TestBuff), nil, TKDT17DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT17DS_Test.SaveToStream(m64); m64.Position := 0; TKDT17DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT17DS_Test.TestBuff) - 1 do begin p := TKDT17DS_Test.Search(TKDT17DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT17DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT17DS_Test.TestBuff)); TKDT17DS_Test.Search(TKDT17DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT17DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT17DS_Test.Clear; { kMean test } TKDT17DS_Test.BuildKDTreeWithCluster(TKDT17DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT17DS_Test.Search(TKDT17DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT17DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT17DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT17DS_Test); DoStatus(n); n := ''; end; function TKDT18DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT18DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT18DS_Node; function SortCompare(const p1, p2: PKDT18DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT18DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT18DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT18DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT18DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT18DS.GetData(const Index: NativeInt): PKDT18DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT18DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT18DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT18DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT18DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT18DS.StoreBuffPtr: PKDT18DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT18DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT18DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT18DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT18DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT18DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT18DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT18DS.BuildKDTreeWithCluster(const inBuff: TKDT18DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT18DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT18DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT18DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT18DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT18DS.BuildKDTreeWithCluster(const inBuff: TKDT18DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT18DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT18DS_BuildCall); var TempStoreBuff: TKDT18DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT18DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT18DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT18DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT18DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT18DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT18DS_BuildMethod); var TempStoreBuff: TKDT18DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT18DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT18DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT18DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT18DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT18DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT18DS_BuildProc); var TempStoreBuff: TKDT18DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT18DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT18DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT18DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT18DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT18DS.Search(const buff: TKDT18DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT18DS_Node; var NearestNeighbour: PKDT18DS_Node; function FindParentNode(const buffPtr: PKDT18DS_Vec; NodePtr: PKDT18DS_Node): PKDT18DS_Node; var Next: PKDT18DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT18DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT18DS_Node; const buffPtr: PKDT18DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT18DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT18DS_Vec; const p1, p2: PKDT18DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT18DS_Vec); var i, j: NativeInt; p, t: PKDT18DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT18DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT18DS_Node(NearestNodes[0]); end; end; function TKDT18DS.Search(const buff: TKDT18DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT18DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT18DS.Search(const buff: TKDT18DS_Vec; var SearchedDistanceMin: Double): PKDT18DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT18DS.Search(const buff: TKDT18DS_Vec): PKDT18DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT18DS.SearchToken(const buff: TKDT18DS_Vec): TPascalString; var p: PKDT18DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT18DS.Search(const inBuff: TKDT18DS_DynamicVecBuffer; var OutBuff: TKDT18DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT18DS_DynamicVecBuffer; outBuffPtr: PKDT18DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT18DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT18DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT18DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT18DS.Search(const inBuff: TKDT18DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT18DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT18DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT18DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT18DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT18DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT18DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT18DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT18DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT18DS_Vec)) <> SizeOf(TKDT18DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT18DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT18DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT18DS.PrintNodeTree(const NodePtr: PKDT18DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT18DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT18DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT18DS.Vec(const s: SystemString): TKDT18DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT18DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT18DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT18DS.Vec(const v: TKDT18DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT18DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT18DS.Distance(const v1, v2: TKDT18DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT18DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT18DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT18DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT18DS.Test; var TKDT18DS_Test: TKDT18DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT18DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT18DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT18DS_Test := TKDT18DS.Create; n.Append('...'); SetLength(TKDT18DS_Test.TestBuff, 1000); for i := 0 to length(TKDT18DS_Test.TestBuff) - 1 do for j := 0 to KDT18DS_Axis - 1 do TKDT18DS_Test.TestBuff[i][j] := i * KDT18DS_Axis + j; {$IFDEF FPC} TKDT18DS_Test.BuildKDTreeM(length(TKDT18DS_Test.TestBuff), nil, @TKDT18DS_Test.Test_BuildM); {$ELSE FPC} TKDT18DS_Test.BuildKDTreeM(length(TKDT18DS_Test.TestBuff), nil, TKDT18DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT18DS_Test.SaveToStream(m64); m64.Position := 0; TKDT18DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT18DS_Test.TestBuff) - 1 do begin p := TKDT18DS_Test.Search(TKDT18DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT18DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT18DS_Test.TestBuff)); TKDT18DS_Test.Search(TKDT18DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT18DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT18DS_Test.Clear; { kMean test } TKDT18DS_Test.BuildKDTreeWithCluster(TKDT18DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT18DS_Test.Search(TKDT18DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT18DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT18DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT18DS_Test); DoStatus(n); n := ''; end; function TKDT19DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT19DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT19DS_Node; function SortCompare(const p1, p2: PKDT19DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT19DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT19DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT19DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT19DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT19DS.GetData(const Index: NativeInt): PKDT19DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT19DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT19DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT19DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT19DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT19DS.StoreBuffPtr: PKDT19DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT19DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT19DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT19DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT19DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT19DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT19DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT19DS.BuildKDTreeWithCluster(const inBuff: TKDT19DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT19DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT19DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT19DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT19DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT19DS.BuildKDTreeWithCluster(const inBuff: TKDT19DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT19DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT19DS_BuildCall); var TempStoreBuff: TKDT19DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT19DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT19DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT19DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT19DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT19DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT19DS_BuildMethod); var TempStoreBuff: TKDT19DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT19DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT19DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT19DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT19DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT19DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT19DS_BuildProc); var TempStoreBuff: TKDT19DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT19DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT19DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT19DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT19DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT19DS.Search(const buff: TKDT19DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT19DS_Node; var NearestNeighbour: PKDT19DS_Node; function FindParentNode(const buffPtr: PKDT19DS_Vec; NodePtr: PKDT19DS_Node): PKDT19DS_Node; var Next: PKDT19DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT19DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT19DS_Node; const buffPtr: PKDT19DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT19DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT19DS_Vec; const p1, p2: PKDT19DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT19DS_Vec); var i, j: NativeInt; p, t: PKDT19DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT19DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT19DS_Node(NearestNodes[0]); end; end; function TKDT19DS.Search(const buff: TKDT19DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT19DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT19DS.Search(const buff: TKDT19DS_Vec; var SearchedDistanceMin: Double): PKDT19DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT19DS.Search(const buff: TKDT19DS_Vec): PKDT19DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT19DS.SearchToken(const buff: TKDT19DS_Vec): TPascalString; var p: PKDT19DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT19DS.Search(const inBuff: TKDT19DS_DynamicVecBuffer; var OutBuff: TKDT19DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT19DS_DynamicVecBuffer; outBuffPtr: PKDT19DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT19DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT19DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT19DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT19DS.Search(const inBuff: TKDT19DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT19DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT19DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT19DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT19DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT19DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT19DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT19DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT19DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT19DS_Vec)) <> SizeOf(TKDT19DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT19DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT19DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT19DS.PrintNodeTree(const NodePtr: PKDT19DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT19DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT19DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT19DS.Vec(const s: SystemString): TKDT19DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT19DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT19DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT19DS.Vec(const v: TKDT19DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT19DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT19DS.Distance(const v1, v2: TKDT19DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT19DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT19DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT19DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT19DS.Test; var TKDT19DS_Test: TKDT19DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT19DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT19DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT19DS_Test := TKDT19DS.Create; n.Append('...'); SetLength(TKDT19DS_Test.TestBuff, 1000); for i := 0 to length(TKDT19DS_Test.TestBuff) - 1 do for j := 0 to KDT19DS_Axis - 1 do TKDT19DS_Test.TestBuff[i][j] := i * KDT19DS_Axis + j; {$IFDEF FPC} TKDT19DS_Test.BuildKDTreeM(length(TKDT19DS_Test.TestBuff), nil, @TKDT19DS_Test.Test_BuildM); {$ELSE FPC} TKDT19DS_Test.BuildKDTreeM(length(TKDT19DS_Test.TestBuff), nil, TKDT19DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT19DS_Test.SaveToStream(m64); m64.Position := 0; TKDT19DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT19DS_Test.TestBuff) - 1 do begin p := TKDT19DS_Test.Search(TKDT19DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT19DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT19DS_Test.TestBuff)); TKDT19DS_Test.Search(TKDT19DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT19DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT19DS_Test.Clear; { kMean test } TKDT19DS_Test.BuildKDTreeWithCluster(TKDT19DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT19DS_Test.Search(TKDT19DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT19DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT19DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT19DS_Test); DoStatus(n); n := ''; end; function TKDT20DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT20DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT20DS_Node; function SortCompare(const p1, p2: PKDT20DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT20DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT20DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT20DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT20DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT20DS.GetData(const Index: NativeInt): PKDT20DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT20DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT20DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT20DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT20DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT20DS.StoreBuffPtr: PKDT20DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT20DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT20DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT20DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT20DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT20DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT20DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT20DS.BuildKDTreeWithCluster(const inBuff: TKDT20DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT20DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT20DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT20DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT20DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT20DS.BuildKDTreeWithCluster(const inBuff: TKDT20DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT20DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT20DS_BuildCall); var TempStoreBuff: TKDT20DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT20DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT20DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT20DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT20DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT20DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT20DS_BuildMethod); var TempStoreBuff: TKDT20DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT20DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT20DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT20DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT20DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT20DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT20DS_BuildProc); var TempStoreBuff: TKDT20DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT20DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT20DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT20DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT20DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT20DS.Search(const buff: TKDT20DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT20DS_Node; var NearestNeighbour: PKDT20DS_Node; function FindParentNode(const buffPtr: PKDT20DS_Vec; NodePtr: PKDT20DS_Node): PKDT20DS_Node; var Next: PKDT20DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT20DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT20DS_Node; const buffPtr: PKDT20DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT20DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT20DS_Vec; const p1, p2: PKDT20DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT20DS_Vec); var i, j: NativeInt; p, t: PKDT20DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT20DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT20DS_Node(NearestNodes[0]); end; end; function TKDT20DS.Search(const buff: TKDT20DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT20DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT20DS.Search(const buff: TKDT20DS_Vec; var SearchedDistanceMin: Double): PKDT20DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT20DS.Search(const buff: TKDT20DS_Vec): PKDT20DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT20DS.SearchToken(const buff: TKDT20DS_Vec): TPascalString; var p: PKDT20DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT20DS.Search(const inBuff: TKDT20DS_DynamicVecBuffer; var OutBuff: TKDT20DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT20DS_DynamicVecBuffer; outBuffPtr: PKDT20DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT20DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT20DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT20DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT20DS.Search(const inBuff: TKDT20DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT20DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT20DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT20DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT20DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT20DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT20DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT20DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT20DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT20DS_Vec)) <> SizeOf(TKDT20DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT20DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT20DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT20DS.PrintNodeTree(const NodePtr: PKDT20DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT20DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT20DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT20DS.Vec(const s: SystemString): TKDT20DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT20DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT20DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT20DS.Vec(const v: TKDT20DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT20DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT20DS.Distance(const v1, v2: TKDT20DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT20DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT20DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT20DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT20DS.Test; var TKDT20DS_Test: TKDT20DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT20DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT20DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT20DS_Test := TKDT20DS.Create; n.Append('...'); SetLength(TKDT20DS_Test.TestBuff, 1000); for i := 0 to length(TKDT20DS_Test.TestBuff) - 1 do for j := 0 to KDT20DS_Axis - 1 do TKDT20DS_Test.TestBuff[i][j] := i * KDT20DS_Axis + j; {$IFDEF FPC} TKDT20DS_Test.BuildKDTreeM(length(TKDT20DS_Test.TestBuff), nil, @TKDT20DS_Test.Test_BuildM); {$ELSE FPC} TKDT20DS_Test.BuildKDTreeM(length(TKDT20DS_Test.TestBuff), nil, TKDT20DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT20DS_Test.SaveToStream(m64); m64.Position := 0; TKDT20DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT20DS_Test.TestBuff) - 1 do begin p := TKDT20DS_Test.Search(TKDT20DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT20DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT20DS_Test.TestBuff)); TKDT20DS_Test.Search(TKDT20DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT20DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT20DS_Test.Clear; { kMean test } TKDT20DS_Test.BuildKDTreeWithCluster(TKDT20DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT20DS_Test.Search(TKDT20DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT20DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT20DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT20DS_Test); DoStatus(n); n := ''; end; function TKDT21DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT21DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT21DS_Node; function SortCompare(const p1, p2: PKDT21DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT21DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT21DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT21DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT21DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT21DS.GetData(const Index: NativeInt): PKDT21DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT21DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT21DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT21DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT21DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT21DS.StoreBuffPtr: PKDT21DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT21DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT21DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT21DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT21DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT21DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT21DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT21DS.BuildKDTreeWithCluster(const inBuff: TKDT21DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT21DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT21DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT21DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT21DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT21DS.BuildKDTreeWithCluster(const inBuff: TKDT21DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT21DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT21DS_BuildCall); var TempStoreBuff: TKDT21DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT21DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT21DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT21DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT21DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT21DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT21DS_BuildMethod); var TempStoreBuff: TKDT21DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT21DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT21DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT21DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT21DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT21DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT21DS_BuildProc); var TempStoreBuff: TKDT21DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT21DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT21DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT21DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT21DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT21DS.Search(const buff: TKDT21DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT21DS_Node; var NearestNeighbour: PKDT21DS_Node; function FindParentNode(const buffPtr: PKDT21DS_Vec; NodePtr: PKDT21DS_Node): PKDT21DS_Node; var Next: PKDT21DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT21DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT21DS_Node; const buffPtr: PKDT21DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT21DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT21DS_Vec; const p1, p2: PKDT21DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT21DS_Vec); var i, j: NativeInt; p, t: PKDT21DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT21DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT21DS_Node(NearestNodes[0]); end; end; function TKDT21DS.Search(const buff: TKDT21DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT21DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT21DS.Search(const buff: TKDT21DS_Vec; var SearchedDistanceMin: Double): PKDT21DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT21DS.Search(const buff: TKDT21DS_Vec): PKDT21DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT21DS.SearchToken(const buff: TKDT21DS_Vec): TPascalString; var p: PKDT21DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT21DS.Search(const inBuff: TKDT21DS_DynamicVecBuffer; var OutBuff: TKDT21DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT21DS_DynamicVecBuffer; outBuffPtr: PKDT21DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT21DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT21DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT21DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT21DS.Search(const inBuff: TKDT21DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT21DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT21DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT21DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT21DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT21DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT21DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT21DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT21DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT21DS_Vec)) <> SizeOf(TKDT21DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT21DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT21DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT21DS.PrintNodeTree(const NodePtr: PKDT21DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT21DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT21DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT21DS.Vec(const s: SystemString): TKDT21DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT21DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT21DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT21DS.Vec(const v: TKDT21DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT21DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT21DS.Distance(const v1, v2: TKDT21DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT21DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT21DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT21DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT21DS.Test; var TKDT21DS_Test: TKDT21DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT21DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT21DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT21DS_Test := TKDT21DS.Create; n.Append('...'); SetLength(TKDT21DS_Test.TestBuff, 1000); for i := 0 to length(TKDT21DS_Test.TestBuff) - 1 do for j := 0 to KDT21DS_Axis - 1 do TKDT21DS_Test.TestBuff[i][j] := i * KDT21DS_Axis + j; {$IFDEF FPC} TKDT21DS_Test.BuildKDTreeM(length(TKDT21DS_Test.TestBuff), nil, @TKDT21DS_Test.Test_BuildM); {$ELSE FPC} TKDT21DS_Test.BuildKDTreeM(length(TKDT21DS_Test.TestBuff), nil, TKDT21DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT21DS_Test.SaveToStream(m64); m64.Position := 0; TKDT21DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT21DS_Test.TestBuff) - 1 do begin p := TKDT21DS_Test.Search(TKDT21DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT21DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT21DS_Test.TestBuff)); TKDT21DS_Test.Search(TKDT21DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT21DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT21DS_Test.Clear; { kMean test } TKDT21DS_Test.BuildKDTreeWithCluster(TKDT21DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT21DS_Test.Search(TKDT21DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT21DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT21DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT21DS_Test); DoStatus(n); n := ''; end; function TKDT22DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT22DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT22DS_Node; function SortCompare(const p1, p2: PKDT22DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT22DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT22DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT22DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT22DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT22DS.GetData(const Index: NativeInt): PKDT22DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT22DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT22DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT22DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT22DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT22DS.StoreBuffPtr: PKDT22DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT22DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT22DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT22DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT22DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT22DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT22DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT22DS.BuildKDTreeWithCluster(const inBuff: TKDT22DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT22DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT22DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT22DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT22DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT22DS.BuildKDTreeWithCluster(const inBuff: TKDT22DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT22DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT22DS_BuildCall); var TempStoreBuff: TKDT22DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT22DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT22DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT22DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT22DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT22DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT22DS_BuildMethod); var TempStoreBuff: TKDT22DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT22DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT22DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT22DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT22DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT22DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT22DS_BuildProc); var TempStoreBuff: TKDT22DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT22DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT22DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT22DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT22DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT22DS.Search(const buff: TKDT22DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT22DS_Node; var NearestNeighbour: PKDT22DS_Node; function FindParentNode(const buffPtr: PKDT22DS_Vec; NodePtr: PKDT22DS_Node): PKDT22DS_Node; var Next: PKDT22DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT22DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT22DS_Node; const buffPtr: PKDT22DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT22DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT22DS_Vec; const p1, p2: PKDT22DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT22DS_Vec); var i, j: NativeInt; p, t: PKDT22DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT22DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT22DS_Node(NearestNodes[0]); end; end; function TKDT22DS.Search(const buff: TKDT22DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT22DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT22DS.Search(const buff: TKDT22DS_Vec; var SearchedDistanceMin: Double): PKDT22DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT22DS.Search(const buff: TKDT22DS_Vec): PKDT22DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT22DS.SearchToken(const buff: TKDT22DS_Vec): TPascalString; var p: PKDT22DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT22DS.Search(const inBuff: TKDT22DS_DynamicVecBuffer; var OutBuff: TKDT22DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT22DS_DynamicVecBuffer; outBuffPtr: PKDT22DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT22DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT22DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT22DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT22DS.Search(const inBuff: TKDT22DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT22DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT22DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT22DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT22DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT22DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT22DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT22DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT22DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT22DS_Vec)) <> SizeOf(TKDT22DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT22DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT22DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT22DS.PrintNodeTree(const NodePtr: PKDT22DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT22DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT22DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT22DS.Vec(const s: SystemString): TKDT22DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT22DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT22DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT22DS.Vec(const v: TKDT22DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT22DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT22DS.Distance(const v1, v2: TKDT22DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT22DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT22DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT22DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT22DS.Test; var TKDT22DS_Test: TKDT22DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT22DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT22DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT22DS_Test := TKDT22DS.Create; n.Append('...'); SetLength(TKDT22DS_Test.TestBuff, 1000); for i := 0 to length(TKDT22DS_Test.TestBuff) - 1 do for j := 0 to KDT22DS_Axis - 1 do TKDT22DS_Test.TestBuff[i][j] := i * KDT22DS_Axis + j; {$IFDEF FPC} TKDT22DS_Test.BuildKDTreeM(length(TKDT22DS_Test.TestBuff), nil, @TKDT22DS_Test.Test_BuildM); {$ELSE FPC} TKDT22DS_Test.BuildKDTreeM(length(TKDT22DS_Test.TestBuff), nil, TKDT22DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT22DS_Test.SaveToStream(m64); m64.Position := 0; TKDT22DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT22DS_Test.TestBuff) - 1 do begin p := TKDT22DS_Test.Search(TKDT22DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT22DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT22DS_Test.TestBuff)); TKDT22DS_Test.Search(TKDT22DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT22DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT22DS_Test.Clear; { kMean test } TKDT22DS_Test.BuildKDTreeWithCluster(TKDT22DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT22DS_Test.Search(TKDT22DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT22DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT22DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT22DS_Test); DoStatus(n); n := ''; end; function TKDT23DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT23DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT23DS_Node; function SortCompare(const p1, p2: PKDT23DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT23DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT23DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT23DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT23DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT23DS.GetData(const Index: NativeInt): PKDT23DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT23DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT23DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT23DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT23DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT23DS.StoreBuffPtr: PKDT23DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT23DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT23DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT23DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT23DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT23DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT23DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT23DS.BuildKDTreeWithCluster(const inBuff: TKDT23DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT23DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT23DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT23DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT23DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT23DS.BuildKDTreeWithCluster(const inBuff: TKDT23DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT23DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT23DS_BuildCall); var TempStoreBuff: TKDT23DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT23DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT23DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT23DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT23DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT23DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT23DS_BuildMethod); var TempStoreBuff: TKDT23DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT23DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT23DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT23DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT23DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT23DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT23DS_BuildProc); var TempStoreBuff: TKDT23DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT23DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT23DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT23DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT23DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT23DS.Search(const buff: TKDT23DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT23DS_Node; var NearestNeighbour: PKDT23DS_Node; function FindParentNode(const buffPtr: PKDT23DS_Vec; NodePtr: PKDT23DS_Node): PKDT23DS_Node; var Next: PKDT23DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT23DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT23DS_Node; const buffPtr: PKDT23DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT23DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT23DS_Vec; const p1, p2: PKDT23DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT23DS_Vec); var i, j: NativeInt; p, t: PKDT23DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT23DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT23DS_Node(NearestNodes[0]); end; end; function TKDT23DS.Search(const buff: TKDT23DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT23DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT23DS.Search(const buff: TKDT23DS_Vec; var SearchedDistanceMin: Double): PKDT23DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT23DS.Search(const buff: TKDT23DS_Vec): PKDT23DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT23DS.SearchToken(const buff: TKDT23DS_Vec): TPascalString; var p: PKDT23DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT23DS.Search(const inBuff: TKDT23DS_DynamicVecBuffer; var OutBuff: TKDT23DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT23DS_DynamicVecBuffer; outBuffPtr: PKDT23DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT23DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT23DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT23DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT23DS.Search(const inBuff: TKDT23DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT23DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT23DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT23DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT23DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT23DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT23DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT23DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT23DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT23DS_Vec)) <> SizeOf(TKDT23DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT23DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT23DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT23DS.PrintNodeTree(const NodePtr: PKDT23DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT23DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT23DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT23DS.Vec(const s: SystemString): TKDT23DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT23DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT23DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT23DS.Vec(const v: TKDT23DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT23DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT23DS.Distance(const v1, v2: TKDT23DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT23DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT23DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT23DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT23DS.Test; var TKDT23DS_Test: TKDT23DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT23DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT23DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT23DS_Test := TKDT23DS.Create; n.Append('...'); SetLength(TKDT23DS_Test.TestBuff, 1000); for i := 0 to length(TKDT23DS_Test.TestBuff) - 1 do for j := 0 to KDT23DS_Axis - 1 do TKDT23DS_Test.TestBuff[i][j] := i * KDT23DS_Axis + j; {$IFDEF FPC} TKDT23DS_Test.BuildKDTreeM(length(TKDT23DS_Test.TestBuff), nil, @TKDT23DS_Test.Test_BuildM); {$ELSE FPC} TKDT23DS_Test.BuildKDTreeM(length(TKDT23DS_Test.TestBuff), nil, TKDT23DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT23DS_Test.SaveToStream(m64); m64.Position := 0; TKDT23DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT23DS_Test.TestBuff) - 1 do begin p := TKDT23DS_Test.Search(TKDT23DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT23DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT23DS_Test.TestBuff)); TKDT23DS_Test.Search(TKDT23DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT23DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT23DS_Test.Clear; { kMean test } TKDT23DS_Test.BuildKDTreeWithCluster(TKDT23DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT23DS_Test.Search(TKDT23DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT23DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT23DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT23DS_Test); DoStatus(n); n := ''; end; function TKDT24DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT24DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT24DS_Node; function SortCompare(const p1, p2: PKDT24DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT24DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT24DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT24DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT24DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT24DS.GetData(const Index: NativeInt): PKDT24DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT24DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT24DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT24DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT24DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT24DS.StoreBuffPtr: PKDT24DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT24DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT24DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT24DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT24DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT24DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT24DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT24DS.BuildKDTreeWithCluster(const inBuff: TKDT24DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT24DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT24DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT24DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT24DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT24DS.BuildKDTreeWithCluster(const inBuff: TKDT24DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT24DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT24DS_BuildCall); var TempStoreBuff: TKDT24DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT24DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT24DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT24DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT24DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT24DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT24DS_BuildMethod); var TempStoreBuff: TKDT24DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT24DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT24DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT24DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT24DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT24DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT24DS_BuildProc); var TempStoreBuff: TKDT24DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT24DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT24DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT24DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT24DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT24DS.Search(const buff: TKDT24DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT24DS_Node; var NearestNeighbour: PKDT24DS_Node; function FindParentNode(const buffPtr: PKDT24DS_Vec; NodePtr: PKDT24DS_Node): PKDT24DS_Node; var Next: PKDT24DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT24DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT24DS_Node; const buffPtr: PKDT24DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT24DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT24DS_Vec; const p1, p2: PKDT24DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT24DS_Vec); var i, j: NativeInt; p, t: PKDT24DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT24DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT24DS_Node(NearestNodes[0]); end; end; function TKDT24DS.Search(const buff: TKDT24DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT24DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT24DS.Search(const buff: TKDT24DS_Vec; var SearchedDistanceMin: Double): PKDT24DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT24DS.Search(const buff: TKDT24DS_Vec): PKDT24DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT24DS.SearchToken(const buff: TKDT24DS_Vec): TPascalString; var p: PKDT24DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT24DS.Search(const inBuff: TKDT24DS_DynamicVecBuffer; var OutBuff: TKDT24DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT24DS_DynamicVecBuffer; outBuffPtr: PKDT24DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT24DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT24DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT24DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT24DS.Search(const inBuff: TKDT24DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT24DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT24DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT24DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT24DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT24DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT24DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT24DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT24DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT24DS_Vec)) <> SizeOf(TKDT24DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT24DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT24DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT24DS.PrintNodeTree(const NodePtr: PKDT24DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT24DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT24DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT24DS.Vec(const s: SystemString): TKDT24DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT24DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT24DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT24DS.Vec(const v: TKDT24DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT24DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT24DS.Distance(const v1, v2: TKDT24DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT24DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT24DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT24DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT24DS.Test; var TKDT24DS_Test: TKDT24DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT24DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT24DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT24DS_Test := TKDT24DS.Create; n.Append('...'); SetLength(TKDT24DS_Test.TestBuff, 1000); for i := 0 to length(TKDT24DS_Test.TestBuff) - 1 do for j := 0 to KDT24DS_Axis - 1 do TKDT24DS_Test.TestBuff[i][j] := i * KDT24DS_Axis + j; {$IFDEF FPC} TKDT24DS_Test.BuildKDTreeM(length(TKDT24DS_Test.TestBuff), nil, @TKDT24DS_Test.Test_BuildM); {$ELSE FPC} TKDT24DS_Test.BuildKDTreeM(length(TKDT24DS_Test.TestBuff), nil, TKDT24DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT24DS_Test.SaveToStream(m64); m64.Position := 0; TKDT24DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT24DS_Test.TestBuff) - 1 do begin p := TKDT24DS_Test.Search(TKDT24DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT24DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT24DS_Test.TestBuff)); TKDT24DS_Test.Search(TKDT24DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT24DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT24DS_Test.Clear; { kMean test } TKDT24DS_Test.BuildKDTreeWithCluster(TKDT24DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT24DS_Test.Search(TKDT24DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT24DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT24DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT24DS_Test); DoStatus(n); n := ''; end; function TKDT48DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT48DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT48DS_Node; function SortCompare(const p1, p2: PKDT48DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT48DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT48DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT48DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT48DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT48DS.GetData(const Index: NativeInt): PKDT48DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT48DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT48DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT48DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT48DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT48DS.StoreBuffPtr: PKDT48DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT48DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT48DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT48DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT48DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT48DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT48DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT48DS.BuildKDTreeWithCluster(const inBuff: TKDT48DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT48DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT48DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT48DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT48DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT48DS.BuildKDTreeWithCluster(const inBuff: TKDT48DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT48DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT48DS_BuildCall); var TempStoreBuff: TKDT48DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT48DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT48DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT48DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT48DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT48DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT48DS_BuildMethod); var TempStoreBuff: TKDT48DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT48DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT48DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT48DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT48DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT48DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT48DS_BuildProc); var TempStoreBuff: TKDT48DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT48DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT48DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT48DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT48DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT48DS.Search(const buff: TKDT48DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT48DS_Node; var NearestNeighbour: PKDT48DS_Node; function FindParentNode(const buffPtr: PKDT48DS_Vec; NodePtr: PKDT48DS_Node): PKDT48DS_Node; var Next: PKDT48DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT48DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT48DS_Node; const buffPtr: PKDT48DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT48DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT48DS_Vec; const p1, p2: PKDT48DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT48DS_Vec); var i, j: NativeInt; p, t: PKDT48DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT48DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT48DS_Node(NearestNodes[0]); end; end; function TKDT48DS.Search(const buff: TKDT48DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT48DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT48DS.Search(const buff: TKDT48DS_Vec; var SearchedDistanceMin: Double): PKDT48DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT48DS.Search(const buff: TKDT48DS_Vec): PKDT48DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT48DS.SearchToken(const buff: TKDT48DS_Vec): TPascalString; var p: PKDT48DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT48DS.Search(const inBuff: TKDT48DS_DynamicVecBuffer; var OutBuff: TKDT48DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT48DS_DynamicVecBuffer; outBuffPtr: PKDT48DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT48DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT48DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT48DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT48DS.Search(const inBuff: TKDT48DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT48DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT48DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT48DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT48DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT48DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT48DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT48DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT48DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT48DS_Vec)) <> SizeOf(TKDT48DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT48DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT48DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT48DS.PrintNodeTree(const NodePtr: PKDT48DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT48DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT48DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT48DS.Vec(const s: SystemString): TKDT48DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT48DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT48DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT48DS.Vec(const v: TKDT48DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT48DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT48DS.Distance(const v1, v2: TKDT48DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT48DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT48DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT48DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT48DS.Test; var TKDT48DS_Test: TKDT48DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT48DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT48DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT48DS_Test := TKDT48DS.Create; n.Append('...'); SetLength(TKDT48DS_Test.TestBuff, 1000); for i := 0 to length(TKDT48DS_Test.TestBuff) - 1 do for j := 0 to KDT48DS_Axis - 1 do TKDT48DS_Test.TestBuff[i][j] := i * KDT48DS_Axis + j; {$IFDEF FPC} TKDT48DS_Test.BuildKDTreeM(length(TKDT48DS_Test.TestBuff), nil, @TKDT48DS_Test.Test_BuildM); {$ELSE FPC} TKDT48DS_Test.BuildKDTreeM(length(TKDT48DS_Test.TestBuff), nil, TKDT48DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT48DS_Test.SaveToStream(m64); m64.Position := 0; TKDT48DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT48DS_Test.TestBuff) - 1 do begin p := TKDT48DS_Test.Search(TKDT48DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT48DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT48DS_Test.TestBuff)); TKDT48DS_Test.Search(TKDT48DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT48DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT48DS_Test.Clear; { kMean test } TKDT48DS_Test.BuildKDTreeWithCluster(TKDT48DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT48DS_Test.Search(TKDT48DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT48DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT48DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT48DS_Test); DoStatus(n); n := ''; end; function TKDT52DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT52DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT52DS_Node; function SortCompare(const p1, p2: PKDT52DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT52DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT52DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT52DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT52DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT52DS.GetData(const Index: NativeInt): PKDT52DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT52DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT52DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT52DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT52DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT52DS.StoreBuffPtr: PKDT52DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT52DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT52DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT52DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT52DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT52DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT52DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT52DS.BuildKDTreeWithCluster(const inBuff: TKDT52DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT52DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT52DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT52DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT52DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT52DS.BuildKDTreeWithCluster(const inBuff: TKDT52DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT52DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT52DS_BuildCall); var TempStoreBuff: TKDT52DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT52DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT52DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT52DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT52DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT52DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT52DS_BuildMethod); var TempStoreBuff: TKDT52DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT52DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT52DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT52DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT52DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT52DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT52DS_BuildProc); var TempStoreBuff: TKDT52DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT52DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT52DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT52DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT52DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT52DS.Search(const buff: TKDT52DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT52DS_Node; var NearestNeighbour: PKDT52DS_Node; function FindParentNode(const buffPtr: PKDT52DS_Vec; NodePtr: PKDT52DS_Node): PKDT52DS_Node; var Next: PKDT52DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT52DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT52DS_Node; const buffPtr: PKDT52DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT52DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT52DS_Vec; const p1, p2: PKDT52DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT52DS_Vec); var i, j: NativeInt; p, t: PKDT52DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT52DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT52DS_Node(NearestNodes[0]); end; end; function TKDT52DS.Search(const buff: TKDT52DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT52DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT52DS.Search(const buff: TKDT52DS_Vec; var SearchedDistanceMin: Double): PKDT52DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT52DS.Search(const buff: TKDT52DS_Vec): PKDT52DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT52DS.SearchToken(const buff: TKDT52DS_Vec): TPascalString; var p: PKDT52DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT52DS.Search(const inBuff: TKDT52DS_DynamicVecBuffer; var OutBuff: TKDT52DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT52DS_DynamicVecBuffer; outBuffPtr: PKDT52DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT52DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT52DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT52DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT52DS.Search(const inBuff: TKDT52DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT52DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT52DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT52DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT52DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT52DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT52DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT52DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT52DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT52DS_Vec)) <> SizeOf(TKDT52DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT52DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT52DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT52DS.PrintNodeTree(const NodePtr: PKDT52DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT52DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT52DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT52DS.Vec(const s: SystemString): TKDT52DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT52DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT52DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT52DS.Vec(const v: TKDT52DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT52DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT52DS.Distance(const v1, v2: TKDT52DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT52DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT52DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT52DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT52DS.Test; var TKDT52DS_Test: TKDT52DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT52DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT52DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT52DS_Test := TKDT52DS.Create; n.Append('...'); SetLength(TKDT52DS_Test.TestBuff, 1000); for i := 0 to length(TKDT52DS_Test.TestBuff) - 1 do for j := 0 to KDT52DS_Axis - 1 do TKDT52DS_Test.TestBuff[i][j] := i * KDT52DS_Axis + j; {$IFDEF FPC} TKDT52DS_Test.BuildKDTreeM(length(TKDT52DS_Test.TestBuff), nil, @TKDT52DS_Test.Test_BuildM); {$ELSE FPC} TKDT52DS_Test.BuildKDTreeM(length(TKDT52DS_Test.TestBuff), nil, TKDT52DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT52DS_Test.SaveToStream(m64); m64.Position := 0; TKDT52DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT52DS_Test.TestBuff) - 1 do begin p := TKDT52DS_Test.Search(TKDT52DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT52DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT52DS_Test.TestBuff)); TKDT52DS_Test.Search(TKDT52DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT52DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT52DS_Test.Clear; { kMean test } TKDT52DS_Test.BuildKDTreeWithCluster(TKDT52DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT52DS_Test.Search(TKDT52DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT52DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT52DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT52DS_Test); DoStatus(n); n := ''; end; function TKDT64DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT64DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT64DS_Node; function SortCompare(const p1, p2: PKDT64DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT64DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT64DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT64DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT64DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT64DS.GetData(const Index: NativeInt): PKDT64DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT64DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT64DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT64DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT64DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT64DS.StoreBuffPtr: PKDT64DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT64DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT64DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT64DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT64DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT64DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT64DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT64DS.BuildKDTreeWithCluster(const inBuff: TKDT64DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT64DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT64DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT64DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT64DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT64DS.BuildKDTreeWithCluster(const inBuff: TKDT64DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT64DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT64DS_BuildCall); var TempStoreBuff: TKDT64DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT64DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT64DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT64DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT64DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT64DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT64DS_BuildMethod); var TempStoreBuff: TKDT64DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT64DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT64DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT64DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT64DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT64DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT64DS_BuildProc); var TempStoreBuff: TKDT64DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT64DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT64DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT64DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT64DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT64DS.Search(const buff: TKDT64DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT64DS_Node; var NearestNeighbour: PKDT64DS_Node; function FindParentNode(const buffPtr: PKDT64DS_Vec; NodePtr: PKDT64DS_Node): PKDT64DS_Node; var Next: PKDT64DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT64DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT64DS_Node; const buffPtr: PKDT64DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT64DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT64DS_Vec; const p1, p2: PKDT64DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT64DS_Vec); var i, j: NativeInt; p, t: PKDT64DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT64DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT64DS_Node(NearestNodes[0]); end; end; function TKDT64DS.Search(const buff: TKDT64DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT64DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT64DS.Search(const buff: TKDT64DS_Vec; var SearchedDistanceMin: Double): PKDT64DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT64DS.Search(const buff: TKDT64DS_Vec): PKDT64DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT64DS.SearchToken(const buff: TKDT64DS_Vec): TPascalString; var p: PKDT64DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT64DS.Search(const inBuff: TKDT64DS_DynamicVecBuffer; var OutBuff: TKDT64DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT64DS_DynamicVecBuffer; outBuffPtr: PKDT64DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT64DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT64DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT64DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT64DS.Search(const inBuff: TKDT64DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT64DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT64DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT64DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT64DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT64DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT64DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT64DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT64DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT64DS_Vec)) <> SizeOf(TKDT64DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT64DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT64DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT64DS.PrintNodeTree(const NodePtr: PKDT64DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT64DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT64DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT64DS.Vec(const s: SystemString): TKDT64DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT64DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT64DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT64DS.Vec(const v: TKDT64DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT64DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT64DS.Distance(const v1, v2: TKDT64DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT64DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT64DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT64DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT64DS.Test; var TKDT64DS_Test: TKDT64DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT64DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT64DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT64DS_Test := TKDT64DS.Create; n.Append('...'); SetLength(TKDT64DS_Test.TestBuff, 1000); for i := 0 to length(TKDT64DS_Test.TestBuff) - 1 do for j := 0 to KDT64DS_Axis - 1 do TKDT64DS_Test.TestBuff[i][j] := i * KDT64DS_Axis + j; {$IFDEF FPC} TKDT64DS_Test.BuildKDTreeM(length(TKDT64DS_Test.TestBuff), nil, @TKDT64DS_Test.Test_BuildM); {$ELSE FPC} TKDT64DS_Test.BuildKDTreeM(length(TKDT64DS_Test.TestBuff), nil, TKDT64DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT64DS_Test.SaveToStream(m64); m64.Position := 0; TKDT64DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT64DS_Test.TestBuff) - 1 do begin p := TKDT64DS_Test.Search(TKDT64DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT64DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT64DS_Test.TestBuff)); TKDT64DS_Test.Search(TKDT64DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT64DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT64DS_Test.Clear; { kMean test } TKDT64DS_Test.BuildKDTreeWithCluster(TKDT64DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT64DS_Test.Search(TKDT64DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT64DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT64DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT64DS_Test); DoStatus(n); n := ''; end; function TKDT96DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT96DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT96DS_Node; function SortCompare(const p1, p2: PKDT96DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT96DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT96DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT96DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT96DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT96DS.GetData(const Index: NativeInt): PKDT96DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT96DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT96DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT96DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT96DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT96DS.StoreBuffPtr: PKDT96DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT96DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT96DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT96DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT96DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT96DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT96DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT96DS.BuildKDTreeWithCluster(const inBuff: TKDT96DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT96DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT96DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT96DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT96DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT96DS.BuildKDTreeWithCluster(const inBuff: TKDT96DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT96DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT96DS_BuildCall); var TempStoreBuff: TKDT96DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT96DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT96DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT96DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT96DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT96DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT96DS_BuildMethod); var TempStoreBuff: TKDT96DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT96DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT96DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT96DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT96DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT96DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT96DS_BuildProc); var TempStoreBuff: TKDT96DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT96DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT96DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT96DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT96DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT96DS.Search(const buff: TKDT96DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT96DS_Node; var NearestNeighbour: PKDT96DS_Node; function FindParentNode(const buffPtr: PKDT96DS_Vec; NodePtr: PKDT96DS_Node): PKDT96DS_Node; var Next: PKDT96DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT96DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT96DS_Node; const buffPtr: PKDT96DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT96DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT96DS_Vec; const p1, p2: PKDT96DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT96DS_Vec); var i, j: NativeInt; p, t: PKDT96DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT96DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT96DS_Node(NearestNodes[0]); end; end; function TKDT96DS.Search(const buff: TKDT96DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT96DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT96DS.Search(const buff: TKDT96DS_Vec; var SearchedDistanceMin: Double): PKDT96DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT96DS.Search(const buff: TKDT96DS_Vec): PKDT96DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT96DS.SearchToken(const buff: TKDT96DS_Vec): TPascalString; var p: PKDT96DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT96DS.Search(const inBuff: TKDT96DS_DynamicVecBuffer; var OutBuff: TKDT96DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT96DS_DynamicVecBuffer; outBuffPtr: PKDT96DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT96DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT96DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT96DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT96DS.Search(const inBuff: TKDT96DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT96DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT96DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT96DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT96DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT96DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT96DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT96DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT96DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT96DS_Vec)) <> SizeOf(TKDT96DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT96DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT96DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT96DS.PrintNodeTree(const NodePtr: PKDT96DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT96DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT96DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT96DS.Vec(const s: SystemString): TKDT96DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT96DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT96DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT96DS.Vec(const v: TKDT96DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT96DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT96DS.Distance(const v1, v2: TKDT96DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT96DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT96DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT96DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT96DS.Test; var TKDT96DS_Test: TKDT96DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT96DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT96DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT96DS_Test := TKDT96DS.Create; n.Append('...'); SetLength(TKDT96DS_Test.TestBuff, 1000); for i := 0 to length(TKDT96DS_Test.TestBuff) - 1 do for j := 0 to KDT96DS_Axis - 1 do TKDT96DS_Test.TestBuff[i][j] := i * KDT96DS_Axis + j; {$IFDEF FPC} TKDT96DS_Test.BuildKDTreeM(length(TKDT96DS_Test.TestBuff), nil, @TKDT96DS_Test.Test_BuildM); {$ELSE FPC} TKDT96DS_Test.BuildKDTreeM(length(TKDT96DS_Test.TestBuff), nil, TKDT96DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT96DS_Test.SaveToStream(m64); m64.Position := 0; TKDT96DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT96DS_Test.TestBuff) - 1 do begin p := TKDT96DS_Test.Search(TKDT96DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT96DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT96DS_Test.TestBuff)); TKDT96DS_Test.Search(TKDT96DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT96DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT96DS_Test.Clear; { kMean test } TKDT96DS_Test.BuildKDTreeWithCluster(TKDT96DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT96DS_Test.Search(TKDT96DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT96DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT96DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT96DS_Test); DoStatus(n); n := ''; end; function TKDT128DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT128DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT128DS_Node; function SortCompare(const p1, p2: PKDT128DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT128DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT128DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT128DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT128DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT128DS.GetData(const Index: NativeInt): PKDT128DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT128DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT128DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT128DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT128DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT128DS.StoreBuffPtr: PKDT128DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT128DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT128DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT128DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT128DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT128DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT128DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT128DS.BuildKDTreeWithCluster(const inBuff: TKDT128DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT128DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT128DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT128DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT128DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT128DS.BuildKDTreeWithCluster(const inBuff: TKDT128DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT128DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT128DS_BuildCall); var TempStoreBuff: TKDT128DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT128DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT128DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT128DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT128DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT128DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT128DS_BuildMethod); var TempStoreBuff: TKDT128DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT128DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT128DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT128DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT128DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT128DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT128DS_BuildProc); var TempStoreBuff: TKDT128DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT128DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT128DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT128DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT128DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT128DS.Search(const buff: TKDT128DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT128DS_Node; var NearestNeighbour: PKDT128DS_Node; function FindParentNode(const buffPtr: PKDT128DS_Vec; NodePtr: PKDT128DS_Node): PKDT128DS_Node; var Next: PKDT128DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT128DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT128DS_Node; const buffPtr: PKDT128DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT128DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT128DS_Vec; const p1, p2: PKDT128DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT128DS_Vec); var i, j: NativeInt; p, t: PKDT128DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT128DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT128DS_Node(NearestNodes[0]); end; end; function TKDT128DS.Search(const buff: TKDT128DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT128DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT128DS.Search(const buff: TKDT128DS_Vec; var SearchedDistanceMin: Double): PKDT128DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT128DS.Search(const buff: TKDT128DS_Vec): PKDT128DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT128DS.SearchToken(const buff: TKDT128DS_Vec): TPascalString; var p: PKDT128DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT128DS.Search(const inBuff: TKDT128DS_DynamicVecBuffer; var OutBuff: TKDT128DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT128DS_DynamicVecBuffer; outBuffPtr: PKDT128DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT128DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT128DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT128DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT128DS.Search(const inBuff: TKDT128DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT128DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT128DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT128DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT128DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT128DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT128DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT128DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT128DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT128DS_Vec)) <> SizeOf(TKDT128DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT128DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT128DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT128DS.PrintNodeTree(const NodePtr: PKDT128DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT128DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT128DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT128DS.Vec(const s: SystemString): TKDT128DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT128DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT128DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT128DS.Vec(const v: TKDT128DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT128DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT128DS.Distance(const v1, v2: TKDT128DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT128DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT128DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT128DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT128DS.Test; var TKDT128DS_Test: TKDT128DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT128DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT128DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT128DS_Test := TKDT128DS.Create; n.Append('...'); SetLength(TKDT128DS_Test.TestBuff, 1000); for i := 0 to length(TKDT128DS_Test.TestBuff) - 1 do for j := 0 to KDT128DS_Axis - 1 do TKDT128DS_Test.TestBuff[i][j] := i * KDT128DS_Axis + j; {$IFDEF FPC} TKDT128DS_Test.BuildKDTreeM(length(TKDT128DS_Test.TestBuff), nil, @TKDT128DS_Test.Test_BuildM); {$ELSE FPC} TKDT128DS_Test.BuildKDTreeM(length(TKDT128DS_Test.TestBuff), nil, TKDT128DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT128DS_Test.SaveToStream(m64); m64.Position := 0; TKDT128DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT128DS_Test.TestBuff) - 1 do begin p := TKDT128DS_Test.Search(TKDT128DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT128DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT128DS_Test.TestBuff)); TKDT128DS_Test.Search(TKDT128DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT128DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT128DS_Test.Clear; { kMean test } TKDT128DS_Test.BuildKDTreeWithCluster(TKDT128DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT128DS_Test.Search(TKDT128DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT128DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT128DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT128DS_Test); DoStatus(n); n := ''; end; function TKDT156DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT156DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT156DS_Node; function SortCompare(const p1, p2: PKDT156DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT156DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT156DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT156DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT156DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT156DS.GetData(const Index: NativeInt): PKDT156DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT156DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT156DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT156DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT156DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT156DS.StoreBuffPtr: PKDT156DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT156DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT156DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT156DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT156DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT156DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT156DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT156DS.BuildKDTreeWithCluster(const inBuff: TKDT156DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT156DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT156DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT156DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT156DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT156DS.BuildKDTreeWithCluster(const inBuff: TKDT156DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT156DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT156DS_BuildCall); var TempStoreBuff: TKDT156DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT156DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT156DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT156DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT156DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT156DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT156DS_BuildMethod); var TempStoreBuff: TKDT156DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT156DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT156DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT156DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT156DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT156DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT156DS_BuildProc); var TempStoreBuff: TKDT156DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT156DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT156DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT156DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT156DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT156DS.Search(const buff: TKDT156DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT156DS_Node; var NearestNeighbour: PKDT156DS_Node; function FindParentNode(const buffPtr: PKDT156DS_Vec; NodePtr: PKDT156DS_Node): PKDT156DS_Node; var Next: PKDT156DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT156DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT156DS_Node; const buffPtr: PKDT156DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT156DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT156DS_Vec; const p1, p2: PKDT156DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT156DS_Vec); var i, j: NativeInt; p, t: PKDT156DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT156DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT156DS_Node(NearestNodes[0]); end; end; function TKDT156DS.Search(const buff: TKDT156DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT156DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT156DS.Search(const buff: TKDT156DS_Vec; var SearchedDistanceMin: Double): PKDT156DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT156DS.Search(const buff: TKDT156DS_Vec): PKDT156DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT156DS.SearchToken(const buff: TKDT156DS_Vec): TPascalString; var p: PKDT156DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT156DS.Search(const inBuff: TKDT156DS_DynamicVecBuffer; var OutBuff: TKDT156DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT156DS_DynamicVecBuffer; outBuffPtr: PKDT156DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT156DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT156DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT156DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT156DS.Search(const inBuff: TKDT156DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT156DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT156DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT156DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT156DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT156DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT156DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT156DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT156DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT156DS_Vec)) <> SizeOf(TKDT156DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT156DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT156DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT156DS.PrintNodeTree(const NodePtr: PKDT156DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT156DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT156DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT156DS.Vec(const s: SystemString): TKDT156DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT156DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT156DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT156DS.Vec(const v: TKDT156DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT156DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT156DS.Distance(const v1, v2: TKDT156DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT156DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT156DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT156DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT156DS.Test; var TKDT156DS_Test: TKDT156DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT156DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT156DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT156DS_Test := TKDT156DS.Create; n.Append('...'); SetLength(TKDT156DS_Test.TestBuff, 1000); for i := 0 to length(TKDT156DS_Test.TestBuff) - 1 do for j := 0 to KDT156DS_Axis - 1 do TKDT156DS_Test.TestBuff[i][j] := i * KDT156DS_Axis + j; {$IFDEF FPC} TKDT156DS_Test.BuildKDTreeM(length(TKDT156DS_Test.TestBuff), nil, @TKDT156DS_Test.Test_BuildM); {$ELSE FPC} TKDT156DS_Test.BuildKDTreeM(length(TKDT156DS_Test.TestBuff), nil, TKDT156DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT156DS_Test.SaveToStream(m64); m64.Position := 0; TKDT156DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT156DS_Test.TestBuff) - 1 do begin p := TKDT156DS_Test.Search(TKDT156DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT156DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT156DS_Test.TestBuff)); TKDT156DS_Test.Search(TKDT156DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT156DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT156DS_Test.Clear; { kMean test } TKDT156DS_Test.BuildKDTreeWithCluster(TKDT156DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT156DS_Test.Search(TKDT156DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT156DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT156DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT156DS_Test); DoStatus(n); n := ''; end; function TKDT192DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT192DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT192DS_Node; function SortCompare(const p1, p2: PKDT192DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT192DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT192DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT192DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT192DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT192DS.GetData(const Index: NativeInt): PKDT192DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT192DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT192DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT192DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT192DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT192DS.StoreBuffPtr: PKDT192DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT192DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT192DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT192DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT192DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT192DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT192DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT192DS.BuildKDTreeWithCluster(const inBuff: TKDT192DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT192DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT192DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT192DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT192DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT192DS.BuildKDTreeWithCluster(const inBuff: TKDT192DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT192DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT192DS_BuildCall); var TempStoreBuff: TKDT192DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT192DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT192DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT192DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT192DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT192DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT192DS_BuildMethod); var TempStoreBuff: TKDT192DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT192DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT192DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT192DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT192DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT192DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT192DS_BuildProc); var TempStoreBuff: TKDT192DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT192DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT192DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT192DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT192DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT192DS.Search(const buff: TKDT192DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT192DS_Node; var NearestNeighbour: PKDT192DS_Node; function FindParentNode(const buffPtr: PKDT192DS_Vec; NodePtr: PKDT192DS_Node): PKDT192DS_Node; var Next: PKDT192DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT192DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT192DS_Node; const buffPtr: PKDT192DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT192DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT192DS_Vec; const p1, p2: PKDT192DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT192DS_Vec); var i, j: NativeInt; p, t: PKDT192DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT192DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT192DS_Node(NearestNodes[0]); end; end; function TKDT192DS.Search(const buff: TKDT192DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT192DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT192DS.Search(const buff: TKDT192DS_Vec; var SearchedDistanceMin: Double): PKDT192DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT192DS.Search(const buff: TKDT192DS_Vec): PKDT192DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT192DS.SearchToken(const buff: TKDT192DS_Vec): TPascalString; var p: PKDT192DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT192DS.Search(const inBuff: TKDT192DS_DynamicVecBuffer; var OutBuff: TKDT192DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT192DS_DynamicVecBuffer; outBuffPtr: PKDT192DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT192DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT192DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT192DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT192DS.Search(const inBuff: TKDT192DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT192DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT192DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT192DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT192DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT192DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT192DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT192DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT192DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT192DS_Vec)) <> SizeOf(TKDT192DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT192DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT192DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT192DS.PrintNodeTree(const NodePtr: PKDT192DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT192DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT192DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT192DS.Vec(const s: SystemString): TKDT192DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT192DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT192DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT192DS.Vec(const v: TKDT192DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT192DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT192DS.Distance(const v1, v2: TKDT192DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT192DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT192DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT192DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT192DS.Test; var TKDT192DS_Test: TKDT192DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT192DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT192DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT192DS_Test := TKDT192DS.Create; n.Append('...'); SetLength(TKDT192DS_Test.TestBuff, 1000); for i := 0 to length(TKDT192DS_Test.TestBuff) - 1 do for j := 0 to KDT192DS_Axis - 1 do TKDT192DS_Test.TestBuff[i][j] := i * KDT192DS_Axis + j; {$IFDEF FPC} TKDT192DS_Test.BuildKDTreeM(length(TKDT192DS_Test.TestBuff), nil, @TKDT192DS_Test.Test_BuildM); {$ELSE FPC} TKDT192DS_Test.BuildKDTreeM(length(TKDT192DS_Test.TestBuff), nil, TKDT192DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT192DS_Test.SaveToStream(m64); m64.Position := 0; TKDT192DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT192DS_Test.TestBuff) - 1 do begin p := TKDT192DS_Test.Search(TKDT192DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT192DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT192DS_Test.TestBuff)); TKDT192DS_Test.Search(TKDT192DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT192DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT192DS_Test.Clear; { kMean test } TKDT192DS_Test.BuildKDTreeWithCluster(TKDT192DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT192DS_Test.Search(TKDT192DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT192DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT192DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT192DS_Test); DoStatus(n); n := ''; end; function TKDT256DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT256DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT256DS_Node; function SortCompare(const p1, p2: PKDT256DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT256DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT256DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT256DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT256DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT256DS.GetData(const Index: NativeInt): PKDT256DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT256DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT256DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT256DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT256DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT256DS.StoreBuffPtr: PKDT256DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT256DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT256DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT256DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT256DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT256DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT256DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT256DS.BuildKDTreeWithCluster(const inBuff: TKDT256DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT256DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT256DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT256DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT256DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT256DS.BuildKDTreeWithCluster(const inBuff: TKDT256DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT256DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT256DS_BuildCall); var TempStoreBuff: TKDT256DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT256DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT256DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT256DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT256DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT256DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT256DS_BuildMethod); var TempStoreBuff: TKDT256DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT256DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT256DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT256DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT256DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT256DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT256DS_BuildProc); var TempStoreBuff: TKDT256DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT256DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT256DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT256DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT256DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT256DS.Search(const buff: TKDT256DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT256DS_Node; var NearestNeighbour: PKDT256DS_Node; function FindParentNode(const buffPtr: PKDT256DS_Vec; NodePtr: PKDT256DS_Node): PKDT256DS_Node; var Next: PKDT256DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT256DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT256DS_Node; const buffPtr: PKDT256DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT256DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT256DS_Vec; const p1, p2: PKDT256DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT256DS_Vec); var i, j: NativeInt; p, t: PKDT256DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT256DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT256DS_Node(NearestNodes[0]); end; end; function TKDT256DS.Search(const buff: TKDT256DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT256DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT256DS.Search(const buff: TKDT256DS_Vec; var SearchedDistanceMin: Double): PKDT256DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT256DS.Search(const buff: TKDT256DS_Vec): PKDT256DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT256DS.SearchToken(const buff: TKDT256DS_Vec): TPascalString; var p: PKDT256DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT256DS.Search(const inBuff: TKDT256DS_DynamicVecBuffer; var OutBuff: TKDT256DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT256DS_DynamicVecBuffer; outBuffPtr: PKDT256DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT256DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT256DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT256DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT256DS.Search(const inBuff: TKDT256DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT256DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT256DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT256DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT256DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT256DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT256DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT256DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT256DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT256DS_Vec)) <> SizeOf(TKDT256DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT256DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT256DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT256DS.PrintNodeTree(const NodePtr: PKDT256DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT256DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT256DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT256DS.Vec(const s: SystemString): TKDT256DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT256DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT256DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT256DS.Vec(const v: TKDT256DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT256DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT256DS.Distance(const v1, v2: TKDT256DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT256DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT256DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT256DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT256DS.Test; var TKDT256DS_Test: TKDT256DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT256DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT256DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT256DS_Test := TKDT256DS.Create; n.Append('...'); SetLength(TKDT256DS_Test.TestBuff, 1000); for i := 0 to length(TKDT256DS_Test.TestBuff) - 1 do for j := 0 to KDT256DS_Axis - 1 do TKDT256DS_Test.TestBuff[i][j] := i * KDT256DS_Axis + j; {$IFDEF FPC} TKDT256DS_Test.BuildKDTreeM(length(TKDT256DS_Test.TestBuff), nil, @TKDT256DS_Test.Test_BuildM); {$ELSE FPC} TKDT256DS_Test.BuildKDTreeM(length(TKDT256DS_Test.TestBuff), nil, TKDT256DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT256DS_Test.SaveToStream(m64); m64.Position := 0; TKDT256DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT256DS_Test.TestBuff) - 1 do begin p := TKDT256DS_Test.Search(TKDT256DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT256DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT256DS_Test.TestBuff)); TKDT256DS_Test.Search(TKDT256DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT256DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT256DS_Test.Clear; { kMean test } TKDT256DS_Test.BuildKDTreeWithCluster(TKDT256DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT256DS_Test.Search(TKDT256DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT256DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT256DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT256DS_Test); DoStatus(n); n := ''; end; function TKDT384DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT384DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT384DS_Node; function SortCompare(const p1, p2: PKDT384DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT384DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT384DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT384DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT384DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT384DS.GetData(const Index: NativeInt): PKDT384DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT384DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT384DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT384DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT384DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT384DS.StoreBuffPtr: PKDT384DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT384DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT384DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT384DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT384DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT384DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT384DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT384DS.BuildKDTreeWithCluster(const inBuff: TKDT384DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT384DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT384DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT384DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT384DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT384DS.BuildKDTreeWithCluster(const inBuff: TKDT384DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT384DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT384DS_BuildCall); var TempStoreBuff: TKDT384DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT384DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT384DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT384DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT384DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT384DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT384DS_BuildMethod); var TempStoreBuff: TKDT384DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT384DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT384DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT384DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT384DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT384DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT384DS_BuildProc); var TempStoreBuff: TKDT384DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT384DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT384DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT384DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT384DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT384DS.Search(const buff: TKDT384DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT384DS_Node; var NearestNeighbour: PKDT384DS_Node; function FindParentNode(const buffPtr: PKDT384DS_Vec; NodePtr: PKDT384DS_Node): PKDT384DS_Node; var Next: PKDT384DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT384DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT384DS_Node; const buffPtr: PKDT384DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT384DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT384DS_Vec; const p1, p2: PKDT384DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT384DS_Vec); var i, j: NativeInt; p, t: PKDT384DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT384DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT384DS_Node(NearestNodes[0]); end; end; function TKDT384DS.Search(const buff: TKDT384DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT384DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT384DS.Search(const buff: TKDT384DS_Vec; var SearchedDistanceMin: Double): PKDT384DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT384DS.Search(const buff: TKDT384DS_Vec): PKDT384DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT384DS.SearchToken(const buff: TKDT384DS_Vec): TPascalString; var p: PKDT384DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT384DS.Search(const inBuff: TKDT384DS_DynamicVecBuffer; var OutBuff: TKDT384DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT384DS_DynamicVecBuffer; outBuffPtr: PKDT384DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT384DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT384DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT384DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT384DS.Search(const inBuff: TKDT384DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT384DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT384DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT384DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT384DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT384DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT384DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT384DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT384DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT384DS_Vec)) <> SizeOf(TKDT384DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT384DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT384DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT384DS.PrintNodeTree(const NodePtr: PKDT384DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT384DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT384DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT384DS.Vec(const s: SystemString): TKDT384DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT384DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT384DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT384DS.Vec(const v: TKDT384DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT384DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT384DS.Distance(const v1, v2: TKDT384DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT384DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT384DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT384DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT384DS.Test; var TKDT384DS_Test: TKDT384DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT384DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT384DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT384DS_Test := TKDT384DS.Create; n.Append('...'); SetLength(TKDT384DS_Test.TestBuff, 1000); for i := 0 to length(TKDT384DS_Test.TestBuff) - 1 do for j := 0 to KDT384DS_Axis - 1 do TKDT384DS_Test.TestBuff[i][j] := i * KDT384DS_Axis + j; {$IFDEF FPC} TKDT384DS_Test.BuildKDTreeM(length(TKDT384DS_Test.TestBuff), nil, @TKDT384DS_Test.Test_BuildM); {$ELSE FPC} TKDT384DS_Test.BuildKDTreeM(length(TKDT384DS_Test.TestBuff), nil, TKDT384DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT384DS_Test.SaveToStream(m64); m64.Position := 0; TKDT384DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT384DS_Test.TestBuff) - 1 do begin p := TKDT384DS_Test.Search(TKDT384DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT384DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT384DS_Test.TestBuff)); TKDT384DS_Test.Search(TKDT384DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT384DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT384DS_Test.Clear; { kMean test } TKDT384DS_Test.BuildKDTreeWithCluster(TKDT384DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT384DS_Test.Search(TKDT384DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT384DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT384DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT384DS_Test); DoStatus(n); n := ''; end; function TKDT512DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT512DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT512DS_Node; function SortCompare(const p1, p2: PKDT512DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT512DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT512DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT512DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT512DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT512DS.GetData(const Index: NativeInt): PKDT512DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT512DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT512DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT512DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT512DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT512DS.StoreBuffPtr: PKDT512DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT512DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT512DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT512DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT512DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT512DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT512DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT512DS.BuildKDTreeWithCluster(const inBuff: TKDT512DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT512DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT512DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT512DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT512DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT512DS.BuildKDTreeWithCluster(const inBuff: TKDT512DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT512DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT512DS_BuildCall); var TempStoreBuff: TKDT512DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT512DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT512DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT512DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT512DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT512DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT512DS_BuildMethod); var TempStoreBuff: TKDT512DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT512DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT512DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT512DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT512DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT512DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT512DS_BuildProc); var TempStoreBuff: TKDT512DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT512DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT512DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT512DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT512DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT512DS.Search(const buff: TKDT512DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT512DS_Node; var NearestNeighbour: PKDT512DS_Node; function FindParentNode(const buffPtr: PKDT512DS_Vec; NodePtr: PKDT512DS_Node): PKDT512DS_Node; var Next: PKDT512DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT512DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT512DS_Node; const buffPtr: PKDT512DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT512DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT512DS_Vec; const p1, p2: PKDT512DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT512DS_Vec); var i, j: NativeInt; p, t: PKDT512DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT512DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT512DS_Node(NearestNodes[0]); end; end; function TKDT512DS.Search(const buff: TKDT512DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT512DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT512DS.Search(const buff: TKDT512DS_Vec; var SearchedDistanceMin: Double): PKDT512DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT512DS.Search(const buff: TKDT512DS_Vec): PKDT512DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT512DS.SearchToken(const buff: TKDT512DS_Vec): TPascalString; var p: PKDT512DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT512DS.Search(const inBuff: TKDT512DS_DynamicVecBuffer; var OutBuff: TKDT512DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT512DS_DynamicVecBuffer; outBuffPtr: PKDT512DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT512DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT512DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT512DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT512DS.Search(const inBuff: TKDT512DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT512DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT512DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT512DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT512DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT512DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT512DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT512DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT512DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT512DS_Vec)) <> SizeOf(TKDT512DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT512DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT512DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT512DS.PrintNodeTree(const NodePtr: PKDT512DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT512DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT512DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT512DS.Vec(const s: SystemString): TKDT512DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT512DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT512DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT512DS.Vec(const v: TKDT512DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT512DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT512DS.Distance(const v1, v2: TKDT512DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT512DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT512DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT512DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT512DS.Test; var TKDT512DS_Test: TKDT512DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT512DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT512DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT512DS_Test := TKDT512DS.Create; n.Append('...'); SetLength(TKDT512DS_Test.TestBuff, 1000); for i := 0 to length(TKDT512DS_Test.TestBuff) - 1 do for j := 0 to KDT512DS_Axis - 1 do TKDT512DS_Test.TestBuff[i][j] := i * KDT512DS_Axis + j; {$IFDEF FPC} TKDT512DS_Test.BuildKDTreeM(length(TKDT512DS_Test.TestBuff), nil, @TKDT512DS_Test.Test_BuildM); {$ELSE FPC} TKDT512DS_Test.BuildKDTreeM(length(TKDT512DS_Test.TestBuff), nil, TKDT512DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT512DS_Test.SaveToStream(m64); m64.Position := 0; TKDT512DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT512DS_Test.TestBuff) - 1 do begin p := TKDT512DS_Test.Search(TKDT512DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT512DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT512DS_Test.TestBuff)); TKDT512DS_Test.Search(TKDT512DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT512DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT512DS_Test.Clear; { kMean test } TKDT512DS_Test.BuildKDTreeWithCluster(TKDT512DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT512DS_Test.Search(TKDT512DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT512DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT512DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT512DS_Test); DoStatus(n); n := ''; end; function TKDT800DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT800DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT800DS_Node; function SortCompare(const p1, p2: PKDT800DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT800DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT800DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT800DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT800DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT800DS.GetData(const Index: NativeInt): PKDT800DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT800DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT800DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT800DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT800DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT800DS.StoreBuffPtr: PKDT800DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT800DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT800DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT800DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT800DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT800DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT800DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT800DS.BuildKDTreeWithCluster(const inBuff: TKDT800DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT800DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT800DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT800DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT800DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT800DS.BuildKDTreeWithCluster(const inBuff: TKDT800DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT800DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT800DS_BuildCall); var TempStoreBuff: TKDT800DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT800DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT800DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT800DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT800DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT800DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT800DS_BuildMethod); var TempStoreBuff: TKDT800DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT800DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT800DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT800DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT800DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT800DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT800DS_BuildProc); var TempStoreBuff: TKDT800DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT800DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT800DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT800DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT800DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT800DS.Search(const buff: TKDT800DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT800DS_Node; var NearestNeighbour: PKDT800DS_Node; function FindParentNode(const buffPtr: PKDT800DS_Vec; NodePtr: PKDT800DS_Node): PKDT800DS_Node; var Next: PKDT800DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT800DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT800DS_Node; const buffPtr: PKDT800DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT800DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT800DS_Vec; const p1, p2: PKDT800DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT800DS_Vec); var i, j: NativeInt; p, t: PKDT800DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT800DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT800DS_Node(NearestNodes[0]); end; end; function TKDT800DS.Search(const buff: TKDT800DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT800DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT800DS.Search(const buff: TKDT800DS_Vec; var SearchedDistanceMin: Double): PKDT800DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT800DS.Search(const buff: TKDT800DS_Vec): PKDT800DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT800DS.SearchToken(const buff: TKDT800DS_Vec): TPascalString; var p: PKDT800DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT800DS.Search(const inBuff: TKDT800DS_DynamicVecBuffer; var OutBuff: TKDT800DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT800DS_DynamicVecBuffer; outBuffPtr: PKDT800DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT800DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT800DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT800DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT800DS.Search(const inBuff: TKDT800DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT800DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT800DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT800DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT800DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT800DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT800DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT800DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT800DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT800DS_Vec)) <> SizeOf(TKDT800DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT800DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT800DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT800DS.PrintNodeTree(const NodePtr: PKDT800DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT800DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT800DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT800DS.Vec(const s: SystemString): TKDT800DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT800DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT800DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT800DS.Vec(const v: TKDT800DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT800DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT800DS.Distance(const v1, v2: TKDT800DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT800DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT800DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT800DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT800DS.Test; var TKDT800DS_Test: TKDT800DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT800DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT800DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT800DS_Test := TKDT800DS.Create; n.Append('...'); SetLength(TKDT800DS_Test.TestBuff, 1000); for i := 0 to length(TKDT800DS_Test.TestBuff) - 1 do for j := 0 to KDT800DS_Axis - 1 do TKDT800DS_Test.TestBuff[i][j] := i * KDT800DS_Axis + j; {$IFDEF FPC} TKDT800DS_Test.BuildKDTreeM(length(TKDT800DS_Test.TestBuff), nil, @TKDT800DS_Test.Test_BuildM); {$ELSE FPC} TKDT800DS_Test.BuildKDTreeM(length(TKDT800DS_Test.TestBuff), nil, TKDT800DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT800DS_Test.SaveToStream(m64); m64.Position := 0; TKDT800DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT800DS_Test.TestBuff) - 1 do begin p := TKDT800DS_Test.Search(TKDT800DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT800DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT800DS_Test.TestBuff)); TKDT800DS_Test.Search(TKDT800DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT800DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT800DS_Test.Clear; { kMean test } TKDT800DS_Test.BuildKDTreeWithCluster(TKDT800DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT800DS_Test.Search(TKDT800DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT800DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT800DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT800DS_Test); DoStatus(n); n := ''; end; function TKDT1024DS.InternalBuildKdTree(const KDSourceBufferPtr: PKDT1024DS_SourceBuffer; const PlanCount, Depth: NativeInt): PKDT1024DS_Node; function SortCompare(const p1, p2: PKDT1024DS_Source; const axis: NativeInt): ShortInt; begin if p1^.buff[axis] = p2^.buff[axis] then begin if p1^.Index = p2^.Index then Result := 0 else if p1^.Index < p2^.Index then Result := -1 else Result := 1; end else if p1^.buff[axis] < p2^.buff[axis] then Result := -1 else Result := 1; end; procedure InternalSort(const SortBuffer: PKDT1024DS_SourceBuffer; L, R: NativeInt; const axis: NativeInt); var i, j: NativeInt; p, t: PKDT1024DS_Source; begin repeat i := L; j := R; p := SortBuffer^[(L + R) shr 1]; repeat while SortCompare(SortBuffer^[i], p, axis) < 0 do Inc(i); while SortCompare(SortBuffer^[j], p, axis) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer^[i]; SortBuffer^[i] := SortBuffer^[j]; SortBuffer^[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, axis); L := i; until i >= R; end; var M: NativeInt; axis: NativeInt; kdBuffPtr: PKDT1024DS_SourceBuffer; begin Result := nil; if PlanCount = 0 then Exit; if PlanCount = 1 then begin new(Result); Result^.Parent := nil; Result^.Right := nil; Result^.Left := nil; Result^.Vec := KDSourceBufferPtr^[0]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); end else begin axis := Depth mod KDT1024DS_Axis; M := PlanCount div 2; kdBuffPtr := GetMemory(PlanCount * SizeOf(Pointer)); CopyPtr(@KDSourceBufferPtr^[0], @kdBuffPtr^[0], PlanCount * SizeOf(Pointer)); if PlanCount > 1 then InternalSort(@kdBuffPtr^[0], 0, PlanCount - 1, axis); new(Result); Result^.Parent := nil; Result^.Vec := kdBuffPtr^[M]; KDNodes[NodeCounter] := Result; Inc(NodeCounter); Result^.Left := InternalBuildKdTree(@kdBuffPtr^[0], M, Depth + 1); if Result^.Left <> nil then Result^.Left^.Parent := Result; Result^.Right := InternalBuildKdTree(@kdBuffPtr^[M + 1], PlanCount - (M + 1), Depth + 1); if Result^.Right <> nil then Result^.Right^.Parent := Result; FreeMemory(kdBuffPtr); end; end; function TKDT1024DS.GetData(const Index: NativeInt): PKDT1024DS_Source; begin Result := @KDStoreBuff[Index]; end; constructor TKDT1024DS.Create; begin inherited Create; NodeCounter := 0; RootNode := nil; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); Clear; end; destructor TKDT1024DS.Destroy; begin Clear; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); inherited Destroy; end; procedure TKDT1024DS.Clear; var i: NativeInt; begin i := 0; while i < length(KDNodes) do begin Dispose(PKDT1024DS_Node(KDNodes[i])); Inc(i); end; for i := 0 to length(KDStoreBuff) - 1 do KDStoreBuff[i].Token := ''; SetLength(KDNodes, 0); SetLength(KDStoreBuff, 0); SetLength(KDBuff, 0); NodeCounter := 0; RootNode := nil; end; function TKDT1024DS.StoreBuffPtr: PKDT1024DS_DyanmicStoreBuffer; begin Result := @KDStoreBuff; end; procedure TKDT1024DS.BuildKDTreeC(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildCall); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT1024DS.BuildKDTreeM(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildMethod); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; procedure TKDT1024DS.BuildKDTreeP(const PlanCount: NativeInt; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildProc); var i, j: NativeInt; begin Clear; if PlanCount <= 0 then Exit; SetLength(KDStoreBuff, PlanCount); SetLength(KDBuff, PlanCount); SetLength(KDNodes, PlanCount); i := 0; while i < PlanCount do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; FillPtrByte(@KDStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec), 0); OnTrigger(i, KDStoreBuff[i], Data); Inc(i); end; j := PlanCount; RootNode := InternalBuildKdTree(@KDBuff[0], j, 0); end; { k-means++ clusterization } procedure TKDT1024DS.BuildKDTreeWithCluster(const inBuff: TKDT1024DS_DynamicVecBuffer; const k, Restarts: NativeInt; var OutIndex: TKMIntegerArray); var Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin SetLength(Source, length(inBuff), KDT1024DS_Axis); for i := 0 to length(inBuff) - 1 do for j := 0 to KDT1024DS_Axis - 1 do Source[i, j] := inBuff[i, j]; if KMeansCluster(Source, KDT1024DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1024DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); SetLength(KArray, 0); end; SetLength(Source, 0); end; procedure TKDT1024DS.BuildKDTreeWithCluster(const inBuff: TKDT1024DS_DynamicVecBuffer; const k, Restarts: NativeInt); var OutIndex: TKMIntegerArray; begin BuildKDTreeWithCluster(inBuff, k, Restarts, OutIndex); SetLength(OutIndex, 0); end; procedure TKDT1024DS.BuildKDTreeWithClusterC(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildCall); var TempStoreBuff: TKDT1024DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT1024DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT1024DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT1024DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1024DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT1024DS.BuildKDTreeWithClusterM(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildMethod); var TempStoreBuff: TKDT1024DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT1024DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT1024DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT1024DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1024DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; procedure TKDT1024DS.BuildKDTreeWithClusterP(const PlanCount, k, Restarts: NativeInt; var OutIndex: TKMIntegerArray; const Data: Pointer; const OnTrigger: TKDT1024DS_BuildProc); var TempStoreBuff: TKDT1024DS_DyanmicStoreBuffer; Source: TKMFloat2DArray; KArray: TKMFloat2DArray; i, j: NativeInt; begin Clear; SetLength(TempStoreBuff, PlanCount); i := 0; while i < PlanCount do begin TempStoreBuff[i].Index := i; TempStoreBuff[i].Token := ''; FillPtrByte(@TempStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec), 0); OnTrigger(i, TempStoreBuff[i], Data); Inc(i); end; SetLength(Source, length(TempStoreBuff), KDT1024DS_Axis); for i := 0 to length(TempStoreBuff) - 1 do for j := 0 to KDT1024DS_Axis - 1 do Source[i, j] := TempStoreBuff[i].buff[j]; if KMeansCluster(Source, KDT1024DS_Axis, k, umlMax(Restarts, 1), KArray, OutIndex) = 1 then begin SetLength(KDStoreBuff, k); SetLength(KDBuff, k); SetLength(KDNodes, k); for i := 0 to k - 1 do begin KDBuff[i] := @KDStoreBuff[i]; KDStoreBuff[i].Index := i; KDStoreBuff[i].Token := ''; for j := 0 to KDT1024DS_Axis - 1 do KDStoreBuff[i].buff[j] := KArray[j, i]; end; RootNode := InternalBuildKdTree(@KDBuff[0], k, 0); for i := 0 to length(OutIndex) - 1 do OutIndex[i] := TempStoreBuff[OutIndex[i]].Index; SetLength(KArray, 0); end; SetLength(TempStoreBuff, 0); SetLength(Source, 0); end; function TKDT1024DS.Search(const buff: TKDT1024DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt; const NearestNodes: TCoreClassList): PKDT1024DS_Node; var NearestNeighbour: PKDT1024DS_Node; function FindParentNode(const buffPtr: PKDT1024DS_Vec; NodePtr: PKDT1024DS_Node): PKDT1024DS_Node; var Next: PKDT1024DS_Node; Depth, axis: NativeInt; begin Result := nil; Depth := 0; Next := NodePtr; while Next <> nil do begin Result := Next; axis := Depth mod KDT1024DS_Axis; if buffPtr^[axis] > Next^.Vec^.buff[axis] then Next := Next^.Right else Next := Next^.Left; Depth := Depth + 1; end; end; procedure ScanSubtree(const NodePtr: PKDT1024DS_Node; const buffPtr: PKDT1024DS_Vec; const Depth: NativeInt; const NearestNodes: TCoreClassList); var Dist: Double; axis: NativeInt; begin if NodePtr = nil then Exit; Inc(SearchedCounter); if NearestNodes <> nil then NearestNodes.Add(NodePtr); Dist := Distance(buffPtr^, NodePtr^.Vec^.buff); if Dist < SearchedDistanceMin then begin SearchedDistanceMin := Dist; NearestNeighbour := NodePtr; end else if (Dist = SearchedDistanceMin) and (NodePtr^.Vec^.Index < NearestNeighbour^.Vec^.Index) then NearestNeighbour := NodePtr; axis := Depth mod KDT1024DS_Axis; Dist := NodePtr^.Vec^.buff[axis] - buffPtr^[axis]; if Dist * Dist > SearchedDistanceMin then begin if NodePtr^.Vec^.buff[axis] > buffPtr^[axis] then ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes) else ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end else begin ScanSubtree(NodePtr^.Left, buffPtr, Depth + 1, NearestNodes); ScanSubtree(NodePtr^.Right, buffPtr, Depth + 1, NearestNodes); end; end; function SortCompare(const buffPtr: PKDT1024DS_Vec; const p1, p2: PKDT1024DS_Node): ShortInt; var d1, d2: Double; begin d1 := Distance(buffPtr^, p1^.Vec^.buff); d2 := Distance(buffPtr^, p2^.Vec^.buff); if d1 = d2 then begin if p1^.Vec^.Index = p2^.Vec^.Index then Result := 0 else if p1^.Vec^.Index < p2^.Vec^.Index then Result := -1 else Result := 1; end else if d1 < d2 then Result := -1 else Result := 1; end; procedure InternalSort(var SortBuffer: TCoreClassPointerList; L, R: NativeInt; const buffPtr: PKDT1024DS_Vec); var i, j: NativeInt; p, t: PKDT1024DS_Node; begin repeat i := L; j := R; p := SortBuffer[(L + R) shr 1]; repeat while SortCompare(buffPtr, SortBuffer[i], p) < 0 do Inc(i); while SortCompare(buffPtr, SortBuffer[j], p) > 0 do Dec(j); if i <= j then begin if i <> j then begin t := SortBuffer[i]; SortBuffer[i] := SortBuffer[j]; SortBuffer[j] := t; end; Inc(i); Dec(j); end; until i > j; if L < j then InternalSort(SortBuffer, L, j, buffPtr); L := i; until i >= R; end; var Parent: PKDT1024DS_Node; begin Result := nil; SearchedDistanceMin := 0; SearchedCounter := 0; NearestNeighbour := nil; if NearestNodes <> nil then NearestNodes.Clear; if RootNode = nil then Exit; if Count = 0 then Exit; Parent := FindParentNode(@buff[0], RootNode); NearestNeighbour := Parent; SearchedDistanceMin := Distance(buff, Parent^.Vec^.buff); ScanSubtree(RootNode, @buff[0], 0, NearestNodes); if NearestNeighbour = nil then NearestNeighbour := RootNode; Result := NearestNeighbour; if NearestNodes <> nil then begin Result := NearestNeighbour; if NearestNodes.Count > 1 then InternalSort(NearestNodes.ListData^, 0, NearestNodes.Count - 1, @buff[0]); if NearestNodes.Count > 0 then Result := PKDT1024DS_Node(NearestNodes[0]); end; end; function TKDT1024DS.Search(const buff: TKDT1024DS_Vec; var SearchedDistanceMin: Double; var SearchedCounter: NativeInt): PKDT1024DS_Node; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter, nil); end; function TKDT1024DS.Search(const buff: TKDT1024DS_Vec; var SearchedDistanceMin: Double): PKDT1024DS_Node; var SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT1024DS.Search(const buff: TKDT1024DS_Vec): PKDT1024DS_Node; var SearchedDistanceMin: Double; SearchedCounter: NativeInt; begin Result := Search(buff, SearchedDistanceMin, SearchedCounter); end; function TKDT1024DS.SearchToken(const buff: TKDT1024DS_Vec): TPascalString; var p: PKDT1024DS_Node; begin p := Search(buff); if p <> nil then Result := p^.Vec^.Token else Result := ''; end; procedure TKDT1024DS.Search(const inBuff: TKDT1024DS_DynamicVecBuffer; var OutBuff: TKDT1024DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT1024DS_DynamicVecBuffer; outBuffPtr: PKDT1024DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT1024DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outBuffPtr := @OutBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT1024DS_Node; begin p := Search(inBuffPtr^[pass]); outBuffPtr^[pass] := p^.Vec^.buff; outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT1024DS_Node; begin if length(OutBuff) <> length(OutIndex) then Exit; if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutBuff[i] := p^.Vec^.buff; OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT1024DS.Search(const inBuff: TKDT1024DS_DynamicVecBuffer; var OutIndex: TKMIntegerArray); {$IFDEF parallel} var inBuffPtr: PKDT1024DS_DynamicVecBuffer; outIndexPtr: PKMIntegerArray; {$IFDEF FPC} procedure FPC_ParallelFor(pass: Integer); var p: PKDT1024DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end; {$ENDIF FPC} begin if length(inBuff) <> length(OutIndex) then Exit; inBuffPtr := @inBuff; outIndexPtr := @OutIndex; GlobalMemoryHook.V := False; try {$IFDEF FPC} FPCParallelFor(@FPC_ParallelFor, 0, length(inBuff) - 1); {$ELSE FPC} DelphiParallelFor(0, length(inBuff) - 1, procedure(pass: Int64) var p: PKDT1024DS_Node; begin p := Search(inBuffPtr^[pass]); outIndexPtr^[pass] := p^.Vec^.Index; end); {$ENDIF FPC} finally GlobalMemoryHook.V := True; end; end; {$ELSE parallel} var i: NativeInt; p: PKDT1024DS_Node; begin if length(inBuff) <> length(OutIndex) then Exit; for i := 0 to length(inBuff) - 1 do begin p := Search(inBuff[i]); OutIndex[i] := p^.Vec^.Index; end; end; {$ENDIF parallel} procedure TKDT1024DS.SaveToStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin cnt := length(KDStoreBuff); st := SaveToken; ID := KDT1024DS_Axis; stream.write(st, 4); stream.write(ID, 4); stream.write(cnt, 8); i := 0; while i < cnt do begin stream.write(KDStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec)); stream.write(KDStoreBuff[i].Index, 8); token_B := KDStoreBuff[i].Token.Bytes; token_L := length(token_B); stream.write(token_L, 4); if token_L > 0 then begin stream.write(token_B[0], token_L); SetLength(token_B, 0); end; Inc(i); end; end; procedure TKDT1024DS.LoadFromStream(stream: TCoreClassStream); var cnt: Int64; st, ID: Integer; i: NativeInt; token_B: TBytes; token_L: Integer; begin Clear; stream.read(st, 4); stream.read(ID, 4); if st <> SaveToken then RaiseInfo('kdtree token error!'); if ID <> KDT1024DS_Axis then RaiseInfo('kdtree axis error!'); stream.read(cnt, 8); SetLength(KDStoreBuff, cnt); i := 0; try while i < cnt do begin if stream.read(KDStoreBuff[i].buff[0], SizeOf(TKDT1024DS_Vec)) <> SizeOf(TKDT1024DS_Vec) then begin Clear; Exit; end; if stream.read(KDStoreBuff[i].Index, 8) <> 8 then begin Clear; Exit; end; if stream.read(token_L, 4) <> 4 then begin Clear; Exit; end; if token_L > 0 then begin SetLength(token_B, token_L); if stream.read(token_B[0], token_L) <> token_L then begin Clear; Exit; end; KDStoreBuff[i].Token.Bytes := token_B; SetLength(token_B, 0); end else KDStoreBuff[i].Token := ''; Inc(i); end; except Clear; Exit; end; SetLength(KDBuff, cnt); SetLength(KDNodes, cnt); i := 0; while i < cnt do begin KDBuff[i] := @KDStoreBuff[i]; Inc(i); end; if cnt > 0 then RootNode := InternalBuildKdTree(@KDBuff[0], cnt, 0); end; procedure TKDT1024DS.SaveToFile(FileName: SystemString); var fs: TCoreClassFileStream; begin fs := TCoreClassFileStream.Create(FileName, fmCreate); try SaveToStream(fs); finally DisposeObject(fs); end; end; procedure TKDT1024DS.LoadFromFile(FileName: SystemString); var fs: TCoreClassFileStream; begin try fs := TCoreClassFileStream.Create(FileName, fmOpenRead or fmShareDenyWrite); except Exit; end; try LoadFromStream(fs); finally DisposeObject(fs); end; end; procedure TKDT1024DS.PrintNodeTree(const NodePtr: PKDT1024DS_Node); procedure DoPrintNode(prefix: SystemString; const p: PKDT1024DS_Node); begin DoStatus('%s +%d (%s) ', [prefix, p^.Vec^.Index, Vec(p^.Vec^.buff)]); if p^.Left <> nil then DoPrintNode(prefix + ' |-----', p^.Left); if p^.Right <> nil then DoPrintNode(prefix + ' |-----', p^.Right); end; begin DoPrintNode('', NodePtr); end; procedure TKDT1024DS.PrintBuffer; var i: NativeInt; begin for i := 0 to length(KDStoreBuff) - 1 do DoStatus('%d - %d : %s ', [i, KDStoreBuff[i].Index, Vec(KDStoreBuff[i].buff)]); end; class function TKDT1024DS.Vec(const s: SystemString): TKDT1024DS_Vec; var t: TTextParsing; SplitOutput: TArrayPascalString; i, j: NativeInt; begin for i := 0 to KDT1024DS_Axis - 1 do Result[i] := 0; t := TTextParsing.Create(s, tsText, nil); if t.SplitChar(1, ', ', '', SplitOutput) > 0 then begin j := 0; for i := 0 to length(SplitOutput) - 1 do if umlGetNumTextType(SplitOutput[i]) <> ntUnknow then begin Result[j] := umlStrToFloat(SplitOutput[i], 0); Inc(j); if j >= KDT1024DS_Axis then Break; end; end; DisposeObject(t); end; class function TKDT1024DS.Vec(const v: TKDT1024DS_Vec): SystemString; var i: NativeInt; begin Result := ''; for i := 0 to KDT1024DS_Axis - 1 do begin if i > 0 then Result := Result + ','; Result := Result + umlFloatToStr(v[i]); end; end; class function TKDT1024DS.Distance(const v1, v2: TKDT1024DS_Vec): Double; var i: NativeInt; begin Result := 0; for i := 0 to KDT1024DS_Axis - 1 do Result := Result + (v2[i] - v1[i]) * (v2[i] - v1[i]); end; procedure TKDT1024DS.Test_BuildM(const IndexFor: NativeInt; var Source: TKDT1024DS_Source; const Data: Pointer); begin Source.buff := TestBuff[IndexFor]; Source.Token := umlIntToStr(IndexFor); end; class procedure TKDT1024DS.Test; var TKDT1024DS_Test: TKDT1024DS; t: TTimeTick; i, j: NativeInt; TestResultBuff: TKDT1024DS_DynamicVecBuffer; TestResultIndex: TKMIntegerArray; KMeanOutIndex: TKMIntegerArray; errored: Boolean; m64: TMemoryStream64; p: PKDT1024DS_Node; n: TPascalString; begin errored := False; n := PFormat('test %s...', [ClassName]); t := GetTimeTick; n.Append('...build'); TKDT1024DS_Test := TKDT1024DS.Create; n.Append('...'); SetLength(TKDT1024DS_Test.TestBuff, 1000); for i := 0 to length(TKDT1024DS_Test.TestBuff) - 1 do for j := 0 to KDT1024DS_Axis - 1 do TKDT1024DS_Test.TestBuff[i][j] := i * KDT1024DS_Axis + j; {$IFDEF FPC} TKDT1024DS_Test.BuildKDTreeM(length(TKDT1024DS_Test.TestBuff), nil, @TKDT1024DS_Test.Test_BuildM); {$ELSE FPC} TKDT1024DS_Test.BuildKDTreeM(length(TKDT1024DS_Test.TestBuff), nil, TKDT1024DS_Test.Test_BuildM); {$ENDIF FPC} { save/load test } n.Append('...save/load'); m64 := TMemoryStream64.CustomCreate(1024 * 1024); TKDT1024DS_Test.SaveToStream(m64); m64.Position := 0; TKDT1024DS_Test.LoadFromStream(m64); for i := 0 to length(TKDT1024DS_Test.TestBuff) - 1 do begin p := TKDT1024DS_Test.Search(TKDT1024DS_Test.TestBuff[i]); if p^.Vec^.Index <> i then errored := True; if not p^.Vec^.Token.Same(umlIntToStr(i)) then errored := True; if errored then Break; end; DisposeObject(m64); if not errored then begin { parallel search test } n.Append('...parallel'); SetLength(TestResultBuff, length(TKDT1024DS_Test.TestBuff)); SetLength(TestResultIndex, length(TKDT1024DS_Test.TestBuff)); TKDT1024DS_Test.Search(TKDT1024DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if Distance(TKDT1024DS_Test.TestBuff[TestResultIndex[i]], TestResultBuff[TestResultIndex[i]]) <> 0 then errored := True; end; if not errored then begin n.Append('...kMean'); TKDT1024DS_Test.Clear; { kMean test } TKDT1024DS_Test.BuildKDTreeWithCluster(TKDT1024DS_Test.TestBuff, 10, 1, KMeanOutIndex); { parallel search test } TKDT1024DS_Test.Search(TKDT1024DS_Test.TestBuff, TestResultBuff, TestResultIndex); for i := 0 to length(TestResultIndex) - 1 do if TestResultIndex[i] <> KMeanOutIndex[i] then errored := True; end; SetLength(TKDT1024DS_Test.TestBuff, 0); SetLength(TestResultBuff, 0); SetLength(TestResultIndex, 0); SetLength(KMeanOutIndex, 0); TKDT1024DS_Test.Clear; n.Append('...'); if errored then n.Append('error!') else n.Append('passed ok %dms', [GetTimeTick - t]); DisposeObject(TKDT1024DS_Test); DoStatus(n); n := ''; end; procedure Test_All; begin TKDT1DS.Test(); TKDT2DS.Test(); TKDT3DS.Test(); TKDT4DS.Test(); TKDT5DS.Test(); TKDT6DS.Test(); TKDT7DS.Test(); TKDT8DS.Test(); TKDT9DS.Test(); TKDT10DS.Test(); TKDT11DS.Test(); TKDT12DS.Test(); TKDT13DS.Test(); TKDT14DS.Test(); TKDT15DS.Test(); TKDT16DS.Test(); TKDT17DS.Test(); TKDT18DS.Test(); TKDT19DS.Test(); TKDT20DS.Test(); TKDT21DS.Test(); TKDT22DS.Test(); TKDT23DS.Test(); TKDT24DS.Test(); TKDT48DS.Test(); TKDT52DS.Test(); TKDT64DS.Test(); TKDT96DS.Test(); TKDT128DS.Test(); TKDT156DS.Test(); TKDT192DS.Test(); TKDT256DS.Test(); TKDT384DS.Test(); TKDT512DS.Test(); TKDT800DS.Test(); TKDT1024DS.Test(); end; initialization finalization end.
{*! * Fano Web Framework (https://fanoframework.github.io) * * @link https://github.com/fanoframework/fano * @copyright Copyright (c) 2018 Zamrony P. Juhara * @license https://github.com/fanoframework/fano/blob/master/LICENSE (MIT) *} unit ControllerImpl; interface {$MODE OBJFPC} uses DependencyIntf, ResponseIntf, RequestIntf, RouteHandlerIntf, RouteHandlerImpl, MiddlewareCollectionIntf, ViewIntf, ViewParametersIntf; type (*!------------------------------------------------ * basic controller implementation class * * @author Zamrony P. Juhara <zamronypj@yahoo.com> *-----------------------------------------------*) TController = class(TRouteHandler, IDependency) protected gView : IView; viewParams : IViewParameters; public constructor create( const beforeMiddlewares : IMiddlewareCollection; const afterMiddlewares : IMiddlewareCollection; const viewInst : IView; const viewParamsInst : IViewParameters ); destructor destroy(); override; function handleRequest( const request : IRequest; const response : IResponse ) : IResponse; override; end; implementation constructor TController.create( const beforeMiddlewares : IMiddlewareCollection; const afterMiddlewares : IMiddlewareCollection; const viewInst : IView; const viewParamsInst : IViewParameters ); begin inherited create(beforeMiddlewares, afterMiddlewares); gView := viewInst; viewParams := viewParamsInst; end; destructor TController.destroy(); begin inherited destroy(); gView := nil; viewParams := nil; end; function TController.handleRequest( const request : IRequest; const response : IResponse ) : IResponse; begin result := gView.render(viewParams, response); end; end.
namespace RemObjects.Elements.System; interface uses Foundation; type NSCountedSet<T> = public class mapped to Foundation.NSCountedSet where T is class; public { Class Constructors } class method &set: id; mapped to &set; class method setWithArray(&array: NSArray<T>): id; mapped to setWithArray(&array); class method setWithObject(&object: T): id; mapped to setWithObject(&object); //class method setWithObjects(firstObject: id; params param1: array of id); mapped to setWithObjects(firstObject, param1); class method setWithObjects(objects: ^T) count(cnt: NSUInteger): id; mapped to setWithObjects(^id(objects)) count(cnt); class method setWithSet(&set: NSSet<T>): id; mapped to setWithSet(&set); { Instance Methods } {$HIDE W8} method addObserver(observer: NSObject) forKeyPath(keyPath: NSString) options(options: NSKeyValueObservingOptions) context(var context); mapped to addObserver(observer) forKeyPath(keyPath) options(options) context(@context); {$SHOW W8} method containsObject(anObject: T): Boolean; mapped to containsObject(anObject); method descriptionWithLocale(locale: id): NSString; mapped to descriptionWithLocale(locale); method enumerateObjectsUsingBlock(&block: block(obj: T; stop: ^Boolean)); mapped to enumerateObjectsUsingBlock(NSSetEnumerateBlock(&block)); method enumerateObjectsWithOptions(opts: NSEnumerationOptions) usingBlock(&block: block(obj: T; stop: ^Boolean)); mapped to enumerateObjectsWithOptions(opts) usingBlock(NSSetEnumerateBlock(&block)); method filteredSetUsingPredicate(predicate: NSPredicate): NSSet<T>; mapped to filteredSetUsingPredicate(predicate); method intersectsSet(otherSet: NSSet<T>): Boolean; mapped to intersectsSet(otherSet); method isEqualToSet(otherSet: NSSet<T>): Boolean; mapped to isEqualToSet(otherSet); method isSubsetOfSet(otherSet: NSSet<T>): Boolean; mapped to isSubsetOfSet(otherSet); method makeObjectsPerformSelector(aSelector: SEL); mapped to makeObjectsPerformSelector(aSelector); method makeObjectsPerformSelector(aSelector: SEL) withObject(argument: id); mapped to makeObjectsPerformSelector(aSelector) withObject(argument); method member(&object: T): T; mapped to member(&object); method objectsPassingTest(predicate: block(obj: T; stop: ^Boolean): Boolean); mapped to objectsPassingTest(NSSetTestBlock(predicate)); method objectsWithOptions(opts: NSEnumerationOptions) passingTest(predicate: block(obj: T; stop: ^Boolean): Boolean); mapped to objectsWithOptions(opts) passingTest(NSSetTestBlock(predicate)); method setByAddingObject(anObject: T): NSSet<T>; mapped to setByAddingObject(anObject); method setByAddingObjectsFromArray(other: NSArray<T>): NSSet<T>; mapped to setByAddingObjectsFromArray(other); method setByAddingObjectsFromSet(other: NSSet<T>): NSSet<T>; mapped to setByAddingObjectsFromSet(other); method sortedArrayUsingDescriptors(sortDescriptors: NSArray): NSArray<T>; mapped to sortedArrayUsingDescriptors(sortDescriptors); { Instance Properties } property allObjects: NSArray<T> read mapped.allObjects; property anyObject: T read mapped.anyObject; property count: NSUInteger read mapped.count; property objectEnumerator: NSEnumerator read mapped.objectEnumerator; { NSMutableSet } class method setWithCapacity(numItems: NSUInteger): id; mapped to setWithCapacity(numItems); method addObject(object: T); mapped to addObject(object); method addObjectsFromArray(&array: NSArray<T>); mapped to addObjectsFromArray(&array); method filterUsingPredicate(predicate: NSPredicate); mapped to filterUsingPredicate(predicate); method intersectSet(otherSet: NSSet<T>); mapped to intersectSet(otherSet); method minusSet(otherSet: NSSet<T>); mapped to minusSet(otherSet); method removeAllObjects; mapped to removeAllObjects; method removeObject(object: T); mapped to removeObject(object); method setSet(otherSet: NSSet<T>); mapped to setSet(otherSet); method unionSet(otherSet: NSSet<T>); mapped to unionSet(otherSet); { NSCountedSet } method countForObject(anObject: T): NSUInteger; mapped to countForObject(anObject); end; implementation end.
unit OS.MutexManager; interface uses Windows; type TMutexManager = class private MutexHandle: THandle; MutexName: String; public constructor Create(const MutexNameToUse: String); destructor Destroy; override; function OpenMutex: Boolean; function CreateMutex: Boolean; procedure ReleaseMutex; end; implementation { TMutexManager } constructor TMutexManager.Create(const MutexNameToUse: String); begin MutexName := MutexNameToUse; end; procedure TMutexManager.ReleaseMutex; begin Windows.ReleaseMutex(MutexHandle); CloseHandle(MutexHandle); MutexHandle := 0; end; function TMutexManager.CreateMutex: Boolean; begin MutexHandle := Windows.CreateMutex(nil, true, PChar(MutexName)); result := (MutexHandle <> INVALID_HANDLE_VALUE) and (MutexHandle <> 0); end; destructor TMutexManager.Destroy; begin if MutexHandle <> 0 then ReleaseMutex; inherited; end; function TMutexManager.OpenMutex: Boolean; begin MutexHandle := Windows.OpenMutex(MUTEX_ALL_ACCESS, false, PChar(MutexName)); result := (MutexHandle <> INVALID_HANDLE_VALUE) and (MutexHandle <> 0); end; end.
//////////////////////////////////////////////////////////////////////////////// // IdSyslogServer component // Server-side implementation of the RFC 3164 "The BSD syslog Protocol" // Original Author: Stephane Grobety (grobety@fulgan.com) // Copyright the Indy pit crew // Release history: // 08/09/01: Dev started unit IdSysLogServer; interface uses Classes, IdAssignedNumbers, IdBaseComponent, IdComponent, IdException, IdGlobal, IdSocketHandle, IdStackConsts, IdThread, IdUDPBase, IdUDPServer, IdSysLogMessage, IdSysLog; type TOnSyslogEvent = procedure(Sender: TObject; ASysLogMessage: TIdSysLogMessage; ABinding: TIdSocketHandle) of object; TIdSyslogServer = class(TIdUDPServer) protected FOnSyslog: TOnSyslogEvent; // procedure DoSyslogEvent(AMsg: TIdSysLogMessage; ABinding: TIdSocketHandle); virtual; procedure DoUDPRead(AData: TStream; ABinding: TIdSocketHandle); override; public constructor Create(AOwner: TComponent); override; published property DefaultPort default IdPORT_syslog; property OnSyslog: TOnSyslogEvent read FOnSyslog write FOnSysLog; end; implementation uses SysUtils; { TIdSyslogServer } procedure TIdSyslogServer.DoUDPRead(AData: TStream; ABinding: TIdSocketHandle); var LMsg: TIdSysLogMessage; begin inherited DoUDPRead(AData,ABinding); LMsg := TIdSysLogMessage.Create(Self); try LMsg.ReadFromStream(AData, (AData as TMemoryStream).Size, ABinding.PeerIP); DoSyslogEvent(LMsg, ABinding); finally FreeAndNil(LMsg) end; end; constructor TIdSyslogServer.Create(AOwner: TComponent); begin inherited Create(AOwner); DefaultPort := IdPORT_syslog; end; procedure TIdSyslogServer.DoSyslogEvent(AMsg: TIdSysLogMessage; ABinding: TIdSocketHandle); begin if Assigned(FOnSyslog) and assigned(AMsg)then begin FOnSyslog(Self, AMsg, ABinding); end; end; end.
unit AManutencaoNotas; { Autor: Rafael Budag Data Criação: 19/05/1999; Função: Consultar as notas fiscais Motivo alteração: } interface uses Windows, Messages, SysUtils, Classes, Graphics, Controls, Forms, Dialogs, formularios, StdCtrls, Componentes1, ExtCtrls, PainelGradiente, Localizacao, Buttons, Db, DBTables, ComCtrls, Grids, DBGrids, printers, Mask, numericos, Tabela, DBCtrls, DBKeyViolation, Geradores, UnNotaFiscal, UnEDi, FileCtrl, UnDadosProduto, FMTBcd, SqlExpr, DBClient, UnNfe, Menus; type TFManutencaoNotas = class(TFormularioPermissao) PainelGradiente1: TPainelGradiente; PanelColor1: TPanelColor; PanelColor2: TPanelColor; Localiza: TConsultaPadrao; NOTAS: TSQL; DATANOTAS: TDataSource; BitBtn3: TBitBtn; PageControl1: TPageControl; NOTASI_NRO_NOT: TFMTBCDField; NOTASC_NOM_CLI: TWideStringField; NOTASC_TIP_CAD: TWideStringField; NOTASC_FLA_ECF: TWideStringField; PanelColor3: TPanelColor; Label8: TLabel; Label10: TLabel; Label3: TLabel; Label1: TLabel; Label7: TLabel; SpeedButton4: TSpeedButton; Label11: TLabel; Data1: TCalendario; data2: TCalendario; EClientes: TEditLocaliza; NOTASc_not_can: TWideStringField; NOTASL_OBS_NOT: TWideStringField; NOTASN_TOT_PRO: TFMTBCDField; NOTASN_TOT_NOT: TFMTBCDField; NOTASI_NRO_LOJ: TFMTBCDField; NOTASI_NRO_CAI: TFMTBCDField; MObs: TDBMemoColor; NotaGrid: TGridIndice; NOTASC_NOT_IMP: TWideStringField; BCancelaNota: TBitBtn; BExcuiNota: TBitBtn; NOTASI_EMP_FIL: TFMTBCDField; NOTASI_SEQ_NOT: TFMTBCDField; T: TPainelTempo; NOTASD_DAT_EMI: TSQLTimeStampField; NOTASC_NOM_NAT: TWideStringField; BNotaDevolucaoFornecedor: TBitBtn; NOTASC_NOT_DEV: TWideStringField; Label27: TLabel; SpeedButton2: TSpeedButton; ENatureza: TEditLocaliza; Label4: TLabel; NOTASC_TIP_NOT: TWideStringField; ENota: TEditColor; NOTASNatureza: TWideStringField; NOTASi_COD_CLI: TFMTBCDField; NOTASC_COD_NAT: TWideStringField; MovNatureza: TSQLQuery; EItemNat: TEditColor; NOTASI_ITE_NAT: TFMTBCDField; NOTASC_SER_NOT: TWideStringField; ESerie: TEditColor; Label12: TLabel; BEDI: TBitBtn; BVerNota: TBitBtn; NOTASC_CHA_NFE: TWideStringField; NOTASC_REC_NFE: TWideStringField; NOTASC_PRO_NFE: TWideStringField; NOTASC_STA_NFE: TWideStringField; NOTASC_MOT_NFE: TWideStringField; BInutilizar: TBitBtn; NOTASC_NOM_USU: TWideStringField; NOTASD_DAT_CAN: TSQLTimeStampField; NOTASUSUARIOCANCELAMENTO: TWideStringField; BNotaDevolucao: TBitBtn; BConsultaSefaz: TBitBtn; NOTASC_NOT_INU: TWideStringField; NOTASC_ENV_NFE: TWideStringField; ETipoDocumento: TComboBoxColor; Label2: TLabel; Label5: TLabel; EInutilizacao: TComboBoxColor; CChaveAcessovazia: TCheckBox; NOTASC_MOC_NFE: TWideStringField; Label6: TLabel; ESituacaoNota: TComboBoxColor; PopupMenu1: TPopupMenu; AlterarCliente1: TMenuItem; procedure FormCreate(Sender: TObject); procedure FormClose(Sender: TObject; var Action: TCloseAction); procedure ENotasRetorno(Retorno1, Retorno2: String); procedure Data1Exit(Sender: TObject); procedure BitBtn3Click(Sender: TObject); procedure NOTASAfterScroll(DataSet: TDataSet); procedure BExcuiNotaClick(Sender: TObject); procedure BCancelaNotaClick(Sender: TObject); procedure CupomNotaClick(Sender: TObject); procedure BNotaDevolucaoFornecedorClick(Sender: TObject); procedure ENotaKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); procedure ENaturezaRetorno(Retorno1, Retorno2: String); procedure BEDIClick(Sender: TObject); procedure BVerNotaClick(Sender: TObject); procedure NotaGridOrdem(Ordem: String); procedure BInutilizarClick(Sender: TObject); procedure BNotaDevolucaoClick(Sender: TObject); procedure BConsultaSefazClick(Sender: TObject); procedure NotaGridDrawColumnCell(Sender: TObject; const Rect: TRect; DataCol: Integer; Column: TColumn; State: TGridDrawState); procedure BConhecimentoClick(Sender: TObject); procedure AlterarCliente1Click(Sender: TObject); private VprOrdem : string; VprDNota : TRBDNotaFiscal; DevolucaoCupomNotaFiscal : Boolean; FunEDI : TRBFuncoesEDI; FunNfe : TRBFuncoesNFe; procedure ConfiguraPermissaoUsuario; procedure PosicionaNota(VpaGuardarPosicao : Boolean = false); procedure AdicionaFiltros(VpaSelect : TStrings); procedure CarNotasSelecionadas(VpaNotas : TList); public { Public declarations } end; var FManutencaoNotas: TFManutencaoNotas; implementation uses APrincipal, Constantes, Fundata, ConstMsg, Funstring, FunNumeros, FunSql, funObjeto, AItensNatureza, ANovaNotaFiscalNota, ANovaNotaFiscaisFor, AConhecimentoTransporte, AConhecimentoTransporteSaida, ANovoCliente; {$R *.DFM} { ****************** Na criação do Formulário ******************************** } procedure TFManutencaoNotas.FormCreate(Sender: TObject); begin Data1.DateTime := PrimeiroDiaMes(date); Data2.DateTime := UltimoDiaMes(Date); ETipoDocumento.ItemIndex := 1; EInutilizacao.ItemIndex := 2; ESituacaoNota.ItemIndex := 2; VprOrdem := 'order by NF.I_NRO_NOT'; PosicionaNota; FunEDI := TRBFuncoesEDI.cria; FunNfe := TRBFuncoesNFe.cria(fPrincipal.BaseDados); ConfiguraPermissaoUsuario; end; { ******************* Quando o formulario e fechado ************************** } procedure TFManutencaoNotas.FormClose(Sender: TObject; var Action: TCloseAction); begin FechaTabela(Notas); FechaTabela(MovNatureza); FunEdi.free; FunNFE.Free; Action := CaFree; end; {((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((( Eventos da Consulta )))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))} {******************************************************************************} procedure TFManutencaoNotas.ConfiguraPermissaoUsuario; begin AlterarVisibleDet([BNotaDevolucaoFornecedor,BCancelaNota,BExcuiNota,BEDI],false); if (puFAManutencaoNota in varia.PermissoesUsuario)then AlterarVisibleDet([BNotaDevolucaoFornecedor,BCancelaNota,BExcuiNota,BEDI],true); end; {*********************** atualiza a consulta **********************************} procedure TFManutencaoNotas.PosicionaNota(VpaGuardarPosicao : Boolean = false); Var VpfPosicao : TBookMark; begin VpfPosicao := NOTAS.GetBookmark; LimpaSQLTabela(Notas); Notas.Sql.Add(' select ' + ' NF.I_NRO_NOT, Cli.C_NOM_CLI, Cli.C_TIP_CAD, NF.C_FLA_ECF, NF.c_not_can, NF.L_OBS_NOT, ' + ' NF.N_TOT_PRO, NF.N_TOT_NOT, NF.I_NRO_LOJ, NF.I_NRO_CAI, NF.I_EMP_FIL, NF.I_SEQ_NOT, ' + ' NF.D_DAT_EMI, NF.C_COD_NAT,Nat.C_Cod_Nat ||''-''|| nat.C_NOM_NAT Natureza, nat.C_NOM_NAT,' + ' NF.C_NOT_DEV, NF.C_NOT_IMP, NF.C_TIP_NOT, NF.I_COD_CLI, NF.I_ITE_NAT, NF.C_SER_NOT, ' + ' NF.C_CHA_NFE, NF.C_REC_NFE, NF.C_PRO_NFE, NF.C_STA_NFE, NF.C_MOT_NFE, NF.D_DAT_CAN, '+ ' NF.C_NOT_INU, NF.C_ENV_NFE, NF.C_MOC_NFE, '+ ' USU.C_NOM_USU, '+ ' USC.C_NOM_USU USUARIOCANCELAMENTO '+ ' from ' + ' CadNotaFiscais NF, CadClientes CLI, CadNatureza Nat, CADUSUARIOS USU, CADUSUARIOS USC '+ ' where NF.I_EMP_FIL = ' + IntToStr(Varia.CodigoEmpFil) + ' and nf.i_nro_not is not null ' + ' and '+SQLTextoRightJoin('NF.I_COD_CLI','CLI.I_COD_CLI')+ ' and '+SQLTextoRightJoin('NF.C_COD_NAT','NAT.C_COD_NAT')+ ' and '+SQLTextoRightJoin('NF.I_USU_CAN','USC.I_COD_USU')+ ' AND NF.I_COD_USU = USU.I_COD_USU'); AdicionaFiltros(Notas.Sql); Notas.Sql.Add(VprOrdem); NOTAS.open; NotaGrid.ALinhaSQLOrderBy := NOTAS.Sql.Count - 1; try if (VpaGuardarPosicao) and (not Notas.eof) then NOTAS.GotoBookmark(VpfPosicao); NOTAS.FreeBookmark(VpfPosicao); except end; end; {**************** adiciona os filtros da select *******************************} procedure TFManutencaoNotas.AdicionaFiltros(VpaSelect : TStrings); begin if ENota.Text <> '' Then VpaSelect.Add(' and NF.I_Nro_not = '+ ENota.Text) else begin VpaSelect.Add(SQLTextoDataEntreAAAAMMDD( ' NF.D_DAT_EMI ', Data1.Date, Data2.Date, true)); if (EClientes.Text <> '') then VpaSelect.Add(' and NF.I_COD_CLI = ' + EClientes.Text); if ENatureza.Text <> '' then VpaSelect.Add(' and NF.C_COD_NAT = ''' + ENatureza.Text + '''' + ' and i_ite_nat = ' + EItemNat.text ); case ETipoDocumento.ItemIndex of 0 : VpaSelect.Add(' and NF.C_FLA_ECF = ''S'''); 1 : VpaSelect.Add(' and '+SqlTextoIsNull('NF.C_FLA_ECF','''N''')+' = ''N'''+ ' and '+SqlTextoIsNull('NF.C_VEN_CON','''N''')+' = ''N''' ); 2 : VpaSelect.Add(' and NF.C_VEN_CON = ''S'''); end; case ESituacaoNota.ItemIndex of 0 : VpaSelect.Add(' and NF.C_NOT_CAN = ''S'''); 1 : VpaSelect.Add(' and NF.C_NOT_CAN = ''N'''); end; case EInutilizacao.ItemIndex of 0 : VpaSelect.Add(' and NF.C_NOT_INU = ''S'''); 1 : VpaSelect.Add(' and NF.C_NOT_INU = ''N'''); end; if CChaveAcessovazia.Checked then VpaSelect.Add(' AND NF.C_CHA_NFE IS NULL'); if ESerie.Text <> '' then VpaSelect.Add(' and NF.C_SER_NOT = ''' + ESerie.Text + '''' ); end; end; {******************************************************************************} procedure TFManutencaoNotas.CarNotasSelecionadas(VpaNotas : TList); var VpfLaco : Integer; VpfDNota : TRBDNotaFiscal; begin FreeTObjectsList(VpaNotas); if (NotaGrid.SelectedRows.Count = 0) and (NOTASI_SEQ_NOT.AsInteger <> 0) then begin VpfDNota := TRBDNotaFiscal.cria; FunNotaFiscal.CarDNotaFiscal(VpfDNota,NOTASI_EMP_FIL.AsInteger,NOTASI_SEQ_NOT.AsInteger); VpaNotas.add(VpfDNota); end else begin for VpfLaco := 0 to NotaGrid.SelectedRows.Count - 1 do begin NOTAS.GotoBookmark(TBookmark(NotaGrid.SelectedRows.Items[VpfLaco])); VpfDNota := TRBDNotaFiscal.cria; FunNotaFiscal.CarDNotaFiscal(VpfDNota,NOTASI_EMP_FIL.AsInteger,NOTASI_SEQ_NOT.AsInteger); VpaNotas.add(VpfDNota); end; end; end; {((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((( Evetos dos filtros superiores )))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))} {***************** atualica a consulta da grade *******************************} procedure TFManutencaoNotas.ENotasRetorno(Retorno1, Retorno2: String); begin PosicionaNota; end; {****************** retorno da natureza ************************************* } procedure TFManutencaoNotas.ENaturezaRetorno(Retorno1, Retorno2: String); begin if Retorno1 <> '' then begin // verifica natureza FunNotaFiscal.LocalizaMovNatureza(MovNatureza, retorno1, false ); if MovNatureza.RecordCount > 1 then begin FItensNatureza := TFItensNatureza.CriarSDI(application, '', true); FItensNatureza.PosicionaNatureza(MovNatureza); end; EItemNat.Text := MovNatureza.fieldByName('i_seq_mov').AsString; if EItemNat.Text = '' then EItemNat.Text := '0'; end else EItemNat.Text := ''; PosicionaNota; end; {**************** chama a rotina para atualizar a consulta ********************} procedure TFManutencaoNotas.Data1Exit(Sender: TObject); begin PosicionaNota; end; {((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((( eventos dos botões inferiores )))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))} {*********************** fecha o formulario ***********************************} procedure TFManutencaoNotas.BConhecimentoClick(Sender: TObject); begin FConhecimentoTransporteSaida := TFConhecimentoTransporteSaida.CriarSDI(self,'',true); FConhecimentoTransporteSaida.NovoConhecimento; FConhecimentoTransporteSaida.Free; end; { *************************************************************************** } procedure TFManutencaoNotas.BConsultaSefazClick(Sender: TObject); begin FunNfe.ConsultapelaChave(NOTASC_CHA_NFE.AsString); end; { *************************************************************************** } procedure TFManutencaoNotas.BitBtn3Click(Sender: TObject); begin Close; end; {************************ exclui a nota fiscal *******************************} procedure TFManutencaoNotas.BExcuiNotaClick(Sender: TObject); var VpfDNotaFiscal : TRBDNotaFiscal; VpfTransacao : TTransactionDesc; VpfREsultado : string; begin if confirmacao(CT_DeletaRegistro) then begin VpfTransacao.IsolationLevel :=xilREADCOMMITTED; FPrincipal.BaseDados.StartTransaction(vpfTransacao); T.Execute('Excluindo nota fiscal...'); VpfDNotaFiscal := TRBDNotaFiscal.cria; VpfDNotaFiscal.CodFilial := NOTASI_EMP_FIL.AsInteger; VpfDNotaFiscal.SeqNota := NOTASI_SEQ_NOT.AsInteger; FunNotaFiscal.CarDNotaFiscal(VpfDNotaFiscal); VpfREsultado := FunNotaFiscal.ExcluiNotaFiscal(VpfDNotaFiscal); PosicionaNota(True); if VpfResultado <> '' then begin FPrincipal.BaseDados.Rollback(VpfTransacao); aviso(VpfResultado); end else FPrincipal.BaseDados.Commit(VpfTransacao); T.Fecha; end; end; procedure TFManutencaoNotas.BInutilizarClick(Sender: TObject); var vpfResultado : String; begin if NOTASI_NRO_NOT.AsInteger <> 0 then begin if confirmacao('Tem certeza que deseja inutilizar o número da nota?') then VpfREsultado := FunNfe.InutilizaNumero(NOTASI_EMP_FIL.AsInteger,NOTASI_SEQ_NOT.AsInteger, NOTASI_NRO_NOT.AsInteger); if vpfResultado <> '' then aviso(vpfresultado); end; end; {******************* cancela a nota fiscal ************************************} procedure TFManutencaoNotas.AlterarCliente1Click(Sender: TObject); begin if NOTASI_NRO_NOT.AsInteger <> 0 then begin FNovoCliente := TFNovoCliente.CriarSDI(application,'', FPrincipal.VerificaPermisao('FNovoCliente')); AdicionaSqlAbreTabela(FNovoCliente.CadClientes,'Select * from CadClientes '+ ' Where I_COD_CLI = '+NOTASi_COD_CLI.AsString); FNovoCliente.CadClientes.Edit; FNovoCliente.ShowModal; FNovoCliente.Free; end; end; {******************************************************************************} procedure TFManutencaoNotas.BCancelaNotaClick(Sender: TObject); var VpfResultado : String; VpfDNota : TRBDNotaFiscal; VpfTransacao : TTransactionDesc; begin if NOTASI_SEQ_NOT.AsInteger <> 0 then begin VpfTransacao.IsolationLevel :=xilREADCOMMITTED; FPrincipal.BaseDados.StartTransaction(vpfTransacao); T.Execute('Cancelando nota fiscal...'); VpfDNota := TRBDNotaFiscal.cria; FunNotaFiscal.CarDNotaFiscal(VpfDNota,NOTASI_EMP_FIL.AsInteger,NOTASI_SEQ_NOT.AsInteger); VpfResultado := FunNotaFiscal.CancelaNotaFiscal(VpfDNota,true,true); VpfDNota.Free; PosicionaNota(true); T.Fecha; if VpfResultado <> '' then begin FPrincipal.BaseDados.Rollback(VpfTransacao); aviso(VpfResultado); end else FPrincipal.BaseDados.Commit(VpfTransacao); end; end; {******************************************************************************} procedure TFManutencaoNotas.CupomNotaClick(Sender: TObject); begin PosicionaNota; end; {******************** devolucao do cupom fiscal *******************************} procedure TFManutencaoNotas.BNotaDevolucaoClick(Sender: TObject); begin if NOTASI_SEQ_NOT.AsInteger <> 0 then begin FNovaNotaFiscalNota:= TFNovaNotaFiscalNota.CriarSDI(Application,'',True); if FNovaNotaFiscalNota.NotaDevolucao(NOTASI_EMP_FIL.AsInteger,NOTASI_SEQ_NOT.AsInteger) then PosicionaNota(true); FNovaNotaFiscalNota.Free; end; end; {******************************************************************************} procedure TFManutencaoNotas.BNotaDevolucaoFornecedorClick(Sender: TObject); var VpfNotas : TList; begin VpfNotas := TList.create; CarNotasSelecionadas(VpfNotas); FNovaNotaFiscaisFor := TFNovaNotaFiscaisFor.criarSDI(Application,'',FPrincipal.VerificaPermisao('FNovaNotaFiscaisFor')); FNovaNotaFiscaisFor.GeraNotaDevolucao(VpfNotas); FNovaNotaFiscaisFor.free; FreeTObjectsList(VpfNotas); VpfNotas.free; end; {((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((( eventos diversos )))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))))} {************************* apos o scrool da tabela ****************************} procedure TFManutencaoNotas.NOTASAfterScroll(DataSet: TDataSet); begin // AlterarEnabledDet([BExcuiNota, BCancelaNota, BNotaDevolucaoFornecedor ], false); // if CupomNota.ItemIndex = 1 then begin // BExcuiNota.Enabled := (NOTASC_NOT_IMP.AsString = 'N') AND (NOTASC_NOT_DEV.AsString = 'N') and (NOTASC_ENV_NFE.AsString = 'N'); BCancelaNota.Enabled := (NOTASC_NOT_DEV.AsString = 'N') AND (NOTASC_NOT_CAN.AsString = 'N'); BNotaDevolucaoFornecedor.Enabled := (NOTASC_NOT_DEV.AsString = 'N') AND (NOTASC_NOT_CAN.AsString = 'N') AND (NOTASC_TIP_NOT.AsString = 'S'); end; // else begin BNotaDevolucaoFornecedor.Enabled := (NOTASC_NOT_DEV.AsString = 'N') AND (NOTASC_NOT_CAN.AsString = 'N'); end; end; {********************* atualiza a consulta ************************************} procedure TFManutencaoNotas.ENotaKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); begin case key of 13 : PosicionaNota; end; end; procedure TFManutencaoNotas.BEDIClick(Sender: TObject); begin if NOTASI_NRO_NOT.AsInteger <> 0 then begin FunEDI.GeraArquivoEDI(NOTASI_EMP_FIL.AsString,NOTASI_SEQ_NOT.AsString); end; end; {******************************************************************************} procedure TFManutencaoNotas.BVerNotaClick(Sender: TObject); begin VprDNota := TRBDNotaFiscal.cria; VprDNota.CodFilial := NOTASI_EMP_FIL.AsInteger; VprDNota.SeqNota := NOTASI_SEQ_NOT.AsInteger; FunNotaFiscal.CarDNotaFiscal(VprDNota); FNovaNotaFiscalNota := TFNovaNotaFiscalNota.CriarSDI(self,'',true); FNovaNotaFiscalNota.ConsultaNota(VprDNota); FNovaNotaFiscalNota.free; PosicionaNota(True); end; {******************************************************************************} procedure TFManutencaoNotas.NotaGridDrawColumnCell(Sender: TObject; const Rect: TRect; DataCol: Integer; Column: TColumn; State: TGridDrawState); begin if NOTASc_not_can.AsString = 'S' then begin NotaGrid.Canvas.Font.Color:= clred; NotaGrid.DefaultDrawDataCell(Rect, NotaGrid.columns[datacol].field, State); end; end; {******************************************************************************} procedure TFManutencaoNotas.NotaGridOrdem(Ordem: String); begin VprOrdem := Ordem; end; Initialization RegisterClasses([TFManutencaoNotas]); end.
{*******************************************************} { } { Delphi DBX Framework } { } { Copyright(c) 1995-2011 Embarcadero Technologies, Inc. } { } {*******************************************************} unit Data.DBXJSONCommon; interface uses System.Classes, Data.DBXCommon, Data.DBXJSON; type TDBXJSONTools = class public /// <summary> Returns the JSONValue equivalent of a TDBXValueType instance. /// </summary> /// <remarks> /// The caller assumes the JSON object ownership /// /// </remarks> /// <param name="dataType">DBX value type instance, not null</param> /// <returns>JSON equivalent</returns> class function ValueTypeToJSON(const DataType: TDBXValueType): TJSONArray; static; /// <summary> Creates TDBXValueType out of its JSON equivalent. /// </summary> /// <remarks> /// </remarks> /// <param name="jsonArray">JSON value type representation, normally created by /// valueTypeToJSON function</param> /// <returns>TDBXValueType instance </returns> class function JSONToValueType(const JsonArray: TJSONArray): TDBXValueType; static; /// <summary> Creates the JSON equivalent of a DBX table. The result is suitable for asynchronous /// </summary> /// <remarks> The result is suitable for asynchronous /// calls and should not be used for large table. It is recommended use of Data Converters /// if the table is expected to be large /// /// The caller assumes JSON object ownership /// /// </remarks> /// <param name="value">DBXReader object, never null</param> /// <param name="RowCount">Number of rows to populate</param> /// <param name="isLocalConnection">true if the connection is in-process, dictates memory ownership policy</param> /// <returns>JSON equivalent</returns> class function TableToJSON(const Value: TDBXReader; const RowCount: Integer; const IsLocalConnection: Boolean): TJSONObject; static; /// <summary> Creates JSON representation of a DBX value. /// </summary> /// <remarks> /// JSON value will most likely not carry meta-data with it hence the need for /// data type. /// /// </remarks> /// <param name="value">DBX value, never null</param> /// <param name="dataType">value type</param> /// <param name="IsLocalConnection">true if the connection is in-process, dictates memory ownership policy</param> /// <returns>JSONValue</returns> class function DBXToJSON(const Value: TDBXValue; const DataType: Integer; const IsLocalConnection: Boolean): TJSONValue; static; /// <summary> Assigns DBXValue with proper content out of a JSON object. The method works /// </summary> /// <remarks> The method works /// in tandem with DBXToJSON. /// /// Supports limited implicit conversion across types. For example the string /// 'False' means DBX false (observe the case sensitivity). Also in DBX 'True' /// means boolean true. /// /// </remarks> /// <param name="data">JSONValue, never null</param> /// <param name="value">value DBX container</param> /// <param name="dataType">DBX expected type</param> /// <param name="isLocalConnection">true if the DBX value is to be used with a local DSServer</param> /// <param name="OwnsJSONValue">true if the JSON value is to be automically freed when no longer is use</param> class procedure JSONToDBX(const Data: TJSONValue; const Value: TDBXWritableValue; const DataType: Integer; const IsLocalConnection: Boolean; const OwnsJSONValue: Boolean = False); static; /// <summary> Creates the JSON equivalent of a DBX stream. /// </summary> /// <remarks> The result is suitable for asynchronous calls and should not be used for large streams. /// The use of Data Converters is recommended if the stream is expected to be large. /// /// The caller assumes JSON array ownership /// /// </remarks> /// <param name="stream">InputStream object, never null</param> /// <param name="offset">the zero-based index of the first byte to read from</param> /// <param name="byteCount">the number of bytes to limit the result to</param> /// <returns>JSON array equivalent of the stream</returns> class function StreamToJSON(const Stream: TStream; const Offset: Integer; const ByteCount: Integer): TJSONArray; static; /// <summary> Creates a stream from the JSON byte array provided. /// </summary> /// <param name="data">the JSON Array of bytes to create the stream from. Must not be null.</param> /// <returns>the Stream created from the JSON Array</returns> class function JSONToStream(const Data: TJSONArray): TStream; static; end; const TABLE_PAIR = 'table'; implementation uses Data.DBXCommonTable, Data.DBXPlatform, System.SysUtils, Data.DBXCommonResStrs ; class function TDBXJSONTools.ValueTypeToJSON(const DataType: TDBXValueType): TJSONArray; var Meta: TJSONArray; begin Meta := TJSONArray.Create; Meta.Add(DataType.Name); // Meta.Add(DataType.DisplayName); Meta.Add(DataType.DataType); Meta.Add(DataType.Ordinal); Meta.Add(DataType.SubType); Meta.Add(DataType.Scale); Meta.Add(DataType.Size); Meta.Add(DataType.Precision); Meta.Add(DataType.ChildPosition); // meta.add(dataType.getValueTypeFlags()); Meta.Add(DataType.Nullable); Meta.Add(DataType.Hidden); Meta.Add(DataType.ParameterDirection); Meta.Add(DataType.ValueParameter); Meta.Add(DataType.Literal); Result := Meta; end; class function TDBXJSONTools.JSONToValueType(const JsonArray: TJSONArray): TDBXValueType; var DataType: TDBXValueType; begin DataType := TDBXValueType.Create; DataType.Name := (TJSONString(JsonArray.Get(0))).Value; //DataType.DisplayName := (TJSONString(JsonArray.Get(1))).Value; DataType.DataType := (TJSONNumber(JsonArray.Get(1))).AsInt; DataType.Ordinal := (TJSONNumber(JsonArray.Get(2))).AsInt; DataType.SubType := (TJSONNumber(JsonArray.Get(3))).AsInt; DataType.Scale := (TJSONNumber(JsonArray.Get(4))).AsInt; DataType.Size := (TJSONNumber(JsonArray.Get(5))).AsInt; DataType.Precision := (TJSONNumber(JsonArray.Get(6))).AsInt; DataType.ChildPosition := (TJSONNumber(JsonArray.Get(7))).AsInt; // dataType.setValueTypeFlags(((JSONNumber)jsonArray.get(9)).getAsInt()); DataType.Nullable := JsonArray.Get(8) is TJSONTrue; DataType.Hidden := JsonArray.Get(9) is TJSONTrue; DataType.ParameterDirection := (TJSONNumber(JsonArray.Get(10))).AsInt; DataType.ValueParameter := JsonArray.Get(11) is TJSONTrue; DataType.Literal := JsonArray.Get(12) is TJSONTrue; Result := DataType; end; class function TDBXJSONTools.TableToJSON(const Value: TDBXReader; const RowCount: Integer; const IsLocalConnection: Boolean): TJSONObject; var I: Integer; C: Integer; JTable: TJSONObject; Count: Integer; JsonCols: array of TJSONArray; Meta: TJSONArray; Header: Boolean; JsonCell: TJSONValue; begin if Value = nil then Exit(TJSONObject.Create); JTable := TJSONObject.Create; Count := Value.ColumnCount; SetLength(JsonCols,Count); Meta := TJSONArray.Create; JTable.AddPair(TABLE_PAIR, Meta); Header := True; C := RowCount; while Value.Next and (C > 0) do begin for I := 0 to Count - 1 do begin if Header then begin JsonCols[I] := TJSONArray.Create; JTable.AddPair(Value.ValueType[I].Name, JsonCols[I]); Meta.AddElement(ValueTypeToJSON(Value.ValueType[I])); end; JsonCell := DBXToJSON(Value.Value[I], Value.ValueType[I].DataType, IsLocalConnection); JsonCols[I].AddElement(JsonCell); end; Header := False; DecrAfter(C); end; Value.Close; if IsLocalConnection then Value.Free; Result := JTable; end; class function TDBXJSONTools.DBXToJSON(const Value: TDBXValue; const DataType: Integer; const IsLocalConnection: Boolean): TJSONValue; begin if Value = nil then Result := nil else if Value.IsNull then Result := TJSONNull.Create else case DataType of TDBXDataTypes.JsonValueType: Result := Value.GetJSONValue(False); TDBXDataTypes.Int8Type, TDBXDataTypes.Int16Type, TDBXDataTypes.Int32Type, TDBXDataTypes.UInt16Type, TDBXDataTypes.UInt32Type, TDBXDataTypes.DoubleType, TDBXDataTypes.CurrencyType, TDBXDataTypes.BcdType: Result := TJSONNumber.Create(Value.AsDouble); TDBXDataTypes.UInt64Type, TDBXDataTypes.Int64Type: Result := TJSONNumber.Create(Value.AsInt64); TDBXDataTypes.SingleType: Result := TJSONNumber.Create(Value.AsSingle); TDBXDataTypes.UInt8Type: Result := TJSONNumber.Create(Value.AsUInt8); TDBXDataTypes.BooleanType: if Value.GetBoolean then Result := TJSONTrue.Create else Result := TJSONFalse.Create; TDBXDataTypes.AnsiStringType, TDBXDataTypes.TimeStampType, TDBXDataTypes.WideStringType, TDBXDataTypes.DateType, TDBXDataTypes.DatetimeType, TDBXDataTypes.TimeType: Result := TJSONString.Create(Value.AsString); TDBXDataTypes.TableType: if IsLocalConnection then Result := TableToJSON(Value.GetDBXReader(False), High(Integer), IsLocalConnection) else Result := TableToJSON(Value.GetDBXReader, High(Integer), IsLocalConnection); TDBXDataTypes.BlobType, TDBXDataTypes.BinaryBlobType: Result := StreamToJSON(Value.GetStream(True), 0, High(Integer)); else raise TDBXError.Create(0, Format(SNoConversionToJSON, [TDBXValueType.DataTypeName(DataType)])); end; end; class procedure TDBXJSONTools.JSONToDBX(const Data: TJSONValue; const Value: TDBXWritableValue; const DataType: Integer; const IsLocalConnection: Boolean; const OwnsJSONValue: Boolean); var DataToFree: TJSONValue; procedure SetObjectValueData; begin if DataToFree = Data then begin DataToFree := nil; Value.SetObjectValue(Data, True); end else Value.SetObjectValue(Data, False); end; var BoolValue: Boolean; Num: Integer; begin if OwnsJSONValue then DataToFree := Data else DataToFree := nil; if Data = nil then Value.SetNull else if Data is TJSONNull then begin if DataType = TDBXDataTypes.JsonValueType then SetObjectValueData // Value.SetObjectValue(Data, False) else Value.SetNull; end else if Data is TJSONNumber then case DataType of TDBXDataTypes.AnsiStringType, TDBXDataTypes.TimeStampType, TDBXDataTypes.Int8Type, TDBXDataTypes.Int16Type, TDBXDataTypes.Int32Type, TDBXDataTypes.UInt8Type, TDBXDataTypes.UInt16Type, TDBXDataTypes.UInt32Type, TDBXDataTypes.Int64Type, TDBXDataTypes.UInt64Type, TDBXDataTypes.WideStringType: Value.AsString := (TJSONNumber(Data)).Value; TDBXDataTypes.DoubleType, TDBXDataTypes.CurrencyType, TDBXDataTypes.BcdType, TDBXDataTypes.SingleType: Value.AsDouble := (TJSONNumber(Data)).AsDouble; TDBXDataTypes.BooleanType: Value.AsBoolean := (TJSONNumber(Data)).AsInt = 1; TDBXDataTypes.JsonValueType: SetObjectValueData // Value.SetObjectValue(Data, False); else raise TDBXError.Create(0, Format(SNoConversionToDBX, [Data.ToString,TDBXValueType.DataTypeName(DataType)])); end else if Data is TJSONString then case DataType of TDBXDataTypes.AnsiStringType: Value.SetAnsiString(AnsiString((TJSONString(Data)).Value)); TDBXDataTypes.TimeStampType, TDBXDataTypes.WideStringType, TDBXDataTypes.DateType, TDBXDataTypes.TimeType, TDBXDataTypes.DatetimeType: Value.AsString := (TJSONString(Data)).Value; TDBXDataTypes.Int16Type, TDBXDataTypes.Int32Type, TDBXDataTypes.UInt16Type, TDBXDataTypes.UInt32Type, TDBXDataTypes.Int8Type, TDBXDataTypes.Int64Type, TDBXDataTypes.DoubleType, TDBXDataTypes.SingleType, TDBXDataTypes.CurrencyType, TDBXDataTypes.BcdType: if TDBXPlatform.IsBoolean((TJSONString(Data)).Value) then begin BoolValue := StrToBool((TJSONString(Data)).Value); if BoolValue then Value.AsDouble := 1 else Value.AsDouble := 0; end else case DataType of TDBXDataTypes.DoubleType, TDBXDataTypes.CurrencyType, TDBXDataTypes.SingleType, TDBXDataTypes.BcdType: Value.AsDouble := TDBXPlatform.JsonToFloat(TJSONString(Data).Value); else Value.AsString := (TJSONString(Data)).Value; end; TDBXDataTypes.BooleanType: Value.AsBoolean := StrToBool((TJSONString(Data)).Value); TDBXDataTypes.UInt8Type: if TDBXPlatform.IsBoolean((TJSONString(Data)).Value) then begin BoolValue := StrToBool((TJSONString(Data)).Value); if BoolValue then Value.AsUInt8 := 1 else Value.AsUInt8 := 0; end else Value.AsUInt8 := StrToInt((TJSONString(Data)).Value); TDBXDataTypes.JsonValueType: SetObjectValueData // Value.SetObjectValue(Data, False); else raise TDBXError.Create(0, Format(SNoConversionToDBX, [Data.ToString,TDBXValueType.DataTypeName(DataType)])); end else if (Data is TJSONTrue) or (Data is TJSONFalse) then begin BoolValue := (Data is TJSONTrue); if BoolValue then Num := 1 else Num := 0; case DataType of TDBXDataTypes.BooleanType: Value.AsBoolean := BoolValue; TDBXDataTypes.Int8Type, TDBXDataTypes.Int16Type, TDBXDataTypes.Int32Type, TDBXDataTypes.Int64Type, TDBXDataTypes.UInt16Type, TDBXDataTypes.UInt32Type, TDBXDataTypes.UInt64Type, TDBXDataTypes.DoubleType, TDBXDataTypes.CurrencyType, TDBXDataTypes.BcdType, TDBXDataTypes.SingleType: Value.AsDouble := Num; TDBXDataTypes.UInt8Type: Value.AsUInt8 := Num; TDBXDataTypes.TimeStampType: Value.AsDateTime := Num; TDBXDataTypes.AnsiStringType: Value.SetAnsiString(AnsiString((BoolToStr(BoolValue)))); TDBXDataTypes.WideStringType: Value.SetWideString(BoolToStr(BoolValue)); TDBXDataTypes.JsonValueType: SetObjectValueData // Value.SetObjectValue(Data, False); else raise TDBXError.Create(0, Format(SNoConversionToDBX, [Data.ToString,TDBXValueType.DataTypeName(DataType)])); end; end else if Data is TJSONObject then case DataType of TDBXDataTypes.JsonValueType: if Value.ValueType.SubType = TDBXDataTypes.UserSubType then Value.SetObjectValue(TJSONValue(Data.Clone), not IsLocalConnection) else SetObjectValueData; // Value.SetObjectValue(Data, OwnsJSONValue); TDBXDataTypes.TableType: begin Value.SetDBXReader(TDBXJSONTableReader.Create(nil, TJSONObject(Data), OwnsJSONValue), True); DataToFree := nil; end else raise TDBXError.Create(0, Format(SNoConversionToDBX, [Data.ToString,TDBXValueType.DataTypeName(DataType)])); end else if Data is TJSONArray then case DataType of TDBXDataTypes.JsonValueType: SetObjectValueData; // Value.SetObjectValue(Data, OwnsJSONValue); TDBXDataTypes.BlobType, TDBXDataTypes.BinaryBlobType: Value.SetStream(JSONToStream(TJSONArray(Data)), not IsLocalConnection); else raise TDBXError.Create(0, Format(SNoConversionToDBX, [Data.ToString,TDBXValueType.DataTypeName(DataType)])); end else raise TDBXError.Create(0, Format(SNoJSONConversion, [Data.ToString])); DataToFree.Free; end; class function TDBXJSONTools.JSONToStream(const Data: TJSONArray): TStream; var Bytes: TBytes; I: Integer; Num: TJSONNumber; ByteVal: Integer; begin SetLength(Bytes,Data.Size); for I := 0 to Data.Size - 1 do begin if Data.Get(I) is TJSONNumber then begin Num := TJSONNumber(Data.Get(I)); ByteVal := Num.AsInt; if (ByteVal >= 0) and (ByteVal <= 255) then Bytes[I] := Byte(ByteVal) else raise TDBXError.Create(0, SInvalidJsonStream); end else raise TDBXError.Create(0, SInvalidJsonStream); end; Result := TBytesStream.Create(Bytes); end; class function TDBXJSONTools.StreamToJSON(const Stream: TStream; const Offset: Integer; const ByteCount: Integer): TJSONArray; var JArray: TJSONArray; Data: TBytes; Iterations: Integer; Appended: Integer; begin JArray := TJSONArray.Create; if Stream = nil then Exit(JArray); SetLength(Data,1); Iterations := 0; Appended := 0; while Appended < ByteCount do begin try if Stream.Read(Data[0],1) > 0 then begin if Iterations >= Offset then begin JArray.Add(Integer(Data[0])); IncrAfter(Appended); end; end else break; except on E: Exception do raise TDBXError.Create(0, E.Message, E); end; IncrAfter(Iterations); end; Result := JArray; end; end.
unit PathGroups; interface uses classes, sysUtils, // DirectoryStat, ExtensionTypeManager; type TPathGroups = class(TStringList) protected // (object associé) mysuminfo : Tsuminfo; private fReference : TStringList; function GetGroupName(Key : String) : String; procedure SetGroupName(Key : String; value : String); public constructor Create(); destructor Destroy; override; property GroupName[Key : String] : String read GetGroupName write SetGroupName; procedure AddGroup(P: String; Gname: String); function AddUnique(S : String) : Integer; function ReferenceExists(S : String) : Boolean; function ExtensionTypeMan(S : String) : TExtensionTypeManager; procedure DumpData(S : String); end; EPathGroupsNotUnique = class(Exception); implementation constructor TPathGroups.Create(); begin fReference := TStringList.create(); fReference.Duplicates := dupError; fReference.Sorted := true; fReference.OwnsObjects := true; Duplicates := dupError; OwnsObjects := False; Sorted := True; end; destructor TPathGroups.Destroy; begin fReference.free; inherited Destroy; end; Procedure TPathGroups.AddGroup(P: String; Gname: String); var Dup : string; begin try GroupName[LowerCase(P)] := LowerCase(GName); except on EStringListError do begin Dup := Values[LowerCase(P)]; raise EPathGroupsNotUnique.create('['+Gname+'->'+P+'] duplicates on type ['+Dup+']'); end; end; end; function TPathGroups.GetGroupName(Key : String) : String; begin result := Values[LowerCase(Key)]; end; procedure TPathGroups.SetGroupName(Key : String; value : String); begin // writeln('Set GroupName[',Key,'] a [',Value,']'); Values[LowerCase(Key)] := LowerCase(Value); end; function TPathGroups.AddUnique(S : String) : Integer; begin try // writeln('ajout PathGroups de ',S); Result := fReference.Add(LowerCase(S)); fReference.objects[Result] := TExtensionTypeManager.Create(); except on EStringListError do raise EPathGroupsNotUnique.create('['+S+'] Duplicates'); end; end; function TPathGroups.ReferenceExists(S : String) : Boolean; begin Result := fReference.indexOf(Lowercase(S))<>-1; end; function TPathGroups.ExtensionTypeMan(S : String) : TExtensionTypeManager; var i : Integer; begin result := nil; i := fReference.indexOf(Lowercase(S)); if i<>-1 then Result := fReference.objects[i] as TExtensionTypeManager; end; procedure TPathGroups.dumpData(S : String); var i : Integer; begin Writeln(S:10,' Value:':25 , '':3, 'Name:':25); for i := 0 to pred(fReference.count) do begin Writeln(i:10,' => ':4,fReference[i]:25); (fReference.objects[i] as TExtensionTypeManager).DumpExtensions; end; end; end.
unit BaseComponentsQuery; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, FireDAC.Stan.Intf, FireDAC.Stan.Option, FireDAC.Stan.Param, FireDAC.Stan.Error, FireDAC.DatS, FireDAC.Phys.Intf, FireDAC.DApt.Intf, FireDAC.Stan.Async, FireDAC.DApt, Data.DB, FireDAC.Comp.DataSet, FireDAC.Comp.Client, Vcl.StdCtrls, CustomComponentsQuery, ApplyQueryFrame, SearchComponentOrFamilyQuery; type TQueryBaseComponents = class(TQueryCustomComponents) private FClone: TFDMemTable; FqSearchComponent: TQuerySearchComponentOrFamily; procedure DoBeforeOpen(Sender: TObject); function GetqSearchComponent: TQuerySearchComponentOrFamily; { Private declarations } protected procedure ApplyDelete(ASender: TDataSet; ARequest: TFDUpdateRequest; var AAction: TFDErrorAction; AOptions: TFDUpdateRowOptions); override; procedure ApplyInsert(ASender: TDataSet; ARequest: TFDUpdateRequest; var AAction: TFDErrorAction; AOptions: TFDUpdateRowOptions); override; procedure ApplyUpdate(ASender: TDataSet; ARequest: TFDUpdateRequest; var AAction: TFDErrorAction; AOptions: TFDUpdateRowOptions); override; property qSearchComponent: TQuerySearchComponentOrFamily read GetqSearchComponent; public constructor Create(AOwner: TComponent); override; function Exists(AParentProductID: Integer): Boolean; { Public declarations } end; implementation {$R *.dfm} uses NotifyEvents, DBRecordHolder, DefaultParameters; { TQueryComponentsBase } constructor TQueryBaseComponents.Create(AOwner: TComponent); begin inherited Create(AOwner); TNotifyEventWrap.Create(W.BeforeOpen, DoBeforeOpen, W.EventList); FClone := W.AddClone(''); end; procedure TQueryBaseComponents.ApplyDelete(ASender: TDataSet; ARequest: TFDUpdateRequest; var AAction: TFDErrorAction; AOptions: TFDUpdateRowOptions); begin Assert(ASender = FDQuery); if W.ID.F.AsInteger > 0 then begin // Удаляем сам дочерний компонент qProducts.DeleteRecord(W.ID.F.AsInteger); end; inherited; end; procedure TQueryBaseComponents.ApplyInsert(ASender: TDataSet; ARequest: TFDUpdateRequest; var AAction: TFDErrorAction; AOptions: TFDUpdateRowOptions); var ARH: TRecordHolder; begin Assert(ASender = FDQuery); // Если такого компонента ещё нет if qSearchComponent.SearchComponent(W.ParentProductID.F.AsInteger, W.Value.F.AsString) = 0 then begin ARH := TRecordHolder.Create(ASender); try qProducts.InsertRecord(ARH); finally FreeAndNil(ARH); end; // Запоминаем сгенерированный первичный ключ FetchFields([W.PKFieldName], [qProducts.PKValue], ARequest, AAction, AOptions); end else begin // Если такой компонент уже есть // Запоминаем найденный первичный ключ FetchFields([W.PKFieldName], [qSearchComponent.W.PK.Value], ARequest, AAction, AOptions); end; Assert(W.PK.AsInteger > 0); inherited; end; procedure TQueryBaseComponents.ApplyUpdate(ASender: TDataSet; ARequest: TFDUpdateRequest; var AAction: TFDErrorAction; AOptions: TFDUpdateRowOptions); var ARH: TRecordHolder; begin ARH := TRecordHolder.Create(ASender); try qProducts.UpdateRecord(ARH); finally FreeAndNil(ARH); end; inherited; end; procedure TQueryBaseComponents.DoBeforeOpen(Sender: TObject); begin FDQuery.ParamByName('PackagePinsParamSubParamID').AsInteger := TDefaultParameters.PackagePinsParamSubParamID; end; function TQueryBaseComponents.GetqSearchComponent : TQuerySearchComponentOrFamily; begin if FqSearchComponent = nil then FqSearchComponent := TQuerySearchComponentOrFamily.Create(Self); Result := FqSearchComponent; end; function TQueryBaseComponents.Exists(AParentProductID: Integer): Boolean; begin Result := False; if FDQuery.RecordCount = 0 then Exit; if W.ParentProductID.F.AsInteger = AParentProductID then begin Result := True; Exit; end; // if not (FDQuery.State in [dsBrowse]) then // Exit; // Клон нужен так как набор данных может быть не в режиме dsBrowse Result := not VarIsNull(FClone.LookupEx(W.ParentProductID.FieldName, AParentProductID, W.PKFieldName)); end; end.
(* * (c) Copyright 1994, MAP Ltd., Veldhoven * * Function : SPV11.PAS * * Abstract : Set Ports Version 1.1 * * Description : see Summary * * History : MV ð Menno A.P.J. Vogels * * Version 1.0 source, 94-05 * * 940616, added DecodeStr function & StripZeroParam procedure and * changed help screen, MV * 940730, changed CopyRight strings implementation for Help function, MV * 941114, updated error messages, MV * 950113, simplified addressing the memory addresses, MV * 950225, improved DecodeStr function, MV * * Version 1.1 source, yy-mm * * Summary : * * Error msg. : 0 : No error * 1 : Invalid Option * 2 : Invalid Switch *) program Set__Ports (input, output); (*--- USED UNITS ---*) uses Crt, Dos; (*--- GLOBAL TYPES ---*) type IOPorts = (Com1, Com2, Com3, Com4, Lpt1, Lpt2, Lpt3); IOPortType = array[IOPorts] of record Clear : Boolean; Change : Boolean; PortStr : String[4]; MemAddr : Word; PortAddr: Word; end; (*--- GLOBAL CONSTANTS ---*) const ProgramName : array[1..9] of Byte = { S e t P o r t s } ( 83,101,116, 32, 80,111,114,116,115); Version : array[1..12] of Byte = { V e r s i o n 1 . 1 á } ( 86,101,114,115,105,111,110, 32, 49, 46, 49,225); Company : array[1..8] of Byte = { M A P L t d . } ( 77, 65, 80, 32, 76,116,100, 46); Year : array[1..3] of Byte = { ' 9 4 } ( 39, 57, 52); NumberOfPorts = 7; { Com1, Com2, ..., Lpt3 } SwitchInd = ['/','-']; ChangeCom : Boolean = FALSE; ChangeLpt : Boolean = FALSE; Default : Boolean = FALSE; Quiet : Boolean = FALSE; Ports : IOPortType = ( { begin of Ports } (Clear:FALSE; Change:FALSE; PortStr:'Com1'; MemAddr:$400; PortAddr:$3F8), (Clear:FALSE; Change:FALSE; PortStr:'Com2'; MemAddr:$402; PortAddr:$2F8), (Clear:FALSE; Change:FALSE; PortStr:'Com3'; MemAddr:$404; PortAddr:$3E8), (Clear:FALSE; Change:FALSE; PortStr:'Com4'; MemAddr:$406; PortAddr:$2E8), (Clear:FALSE; Change:FALSE; PortStr:'Lpt1'; MemAddr:$408; PortAddr:$378), (Clear:FALSE; Change:FALSE; PortStr:'Lpt2'; MemAddr:$40A; PortAddr:$278), (Clear:FALSE; Change:FALSE; PortStr:'Lpt3'; MemAddr:$40C; PortAddr:$3BC) ); { end of Ports } (*--- FUNCTION AND PROCEDURE DEFINITIONS ---*) (* * Function : Replicate * * Abstract : * * Decisions : Repeat the input character a number of times *) function Replicate(C:Char; N:Byte): String; var TempStr: String; begin if N = 0 then TempStr := '' else begin If (N > 255) then N := 1; FillChar(TempStr, N+1, C); TempStr[0] := Chr(N); end; Replicate := Tempstr; end; { of Replicate } (* * Function : Byte2HexStr * * Abstract : Byte-decimals to Hexadecimal-string * * Decisions : Changes a byte to a hexadecimal string *) function Byte2HexStr(B: Byte): String; const HexString: String[16] = '0123456789ABCDEF'; begin Byte2HexStr := HexString[(B DIV 16) +1] +HexString[(B MOD 16) +1]; end; { of Byte2HexStr } (* * Function : Str2Word * * Abstract : String to Word * * Decisions : Converts the input string to a word *) function Str2Word(S: String): Word; var ErrorCode: Integer; W: Word; begin if Length(S) = 0 then Str2Word := 0 else begin Val(S, W, ErrorCode); if ErrorCode = 0 then Str2Word := W else Str2Word := 0; end; end; { of Str2Word } (* * Function : UpStr * * Abstract : String to Upper Case * * Decisions : Converts all lower case characters of * the input string to upper case *) function UpStr(S: String): String; var i: Integer; begin for i := 1 to Length(S) do begin S[i] := UpCase(S[i]); end; UpStr := S; end; { of UpStr } (* * Function : DecodeStr * * Abstract : Decode the input string * * Decisions : Get the address' for the ports in the range from the * first to the last port from the input string *) procedure DecodeStr(InStr: String; FirstPort,LastPort: IOPorts); var NextPort, QuitLoop: Boolean; CommaPos: Byte; p: IOPorts; begin Delete(InStr, 1, Pos(':', InStr)); p := FirstPort; NextPort := FALSE; QuitLoop := FALSE; while (p <= LastPort) AND (NOT QuitLoop) do begin if NextPort then p := Succ(p); CommaPos := Pos(',', InStr); if CommaPos = 0 then CommaPos := Length(InStr) +1; if CommaPos = 1 then Ports[p].Clear := TRUE else begin Ports[p].Change := TRUE; Ports[p].PortAddr := Str2Word('$' +Copy(InStr, 1, CommaPos -1)); end; Delete(InStr, 1, CommaPos); NextPort := TRUE; if p = LastPort then QuitLoop := TRUE; end; { of while } end; { of DecodeStr } (* * Function : ReadPortsFromMemory * * Abstract : * * Decisions : Reads the address' of the ports from * memory and displays them on screen *) procedure ReadPortsFromMemory; var LowStr,HighStr: String; p: IOPorts; begin for p := IOPorts(0) to IOPorts(NumberOfPorts -1) do begin LowStr := Byte2HexStr(Mem[$0:Ports[p].MemAddr ]); HighStr := Byte2HexStr(Mem[$0:Ports[p].MemAddr +$1]); Write(Ports[p].PortStr +':' +HighStr +LowStr +' '); end; WriteLn; end; { of ReadPortsFromMemory } (* * Function : WritePortsToMemory * * Abstract : * * Decisions : Writes the address' of the ports to memory *) procedure WritePortsToMemory; var p: IOPorts; begin for p := IOPorts(0) to IOPorts(NumberOfPorts -1) do begin if Ports[p].Clear = TRUE then begin Mem[$0:Ports[p].MemAddr ] := Lo($0); Mem[$0:Ports[p].MemAddr +$1] := Hi($0); end else if Ports[p].Change = TRUE then begin Mem[$0:Ports[p].MemAddr ] := Lo(Ports[p].PortAddr); Mem[$0:Ports[p].MemAddr +$1] := Hi(Ports[p].PortAddr); end; end; { of for p } end; { of WritePortsToMemory } (* * Function : StripZeroParam * * Abstract : Strip the first commandline parameter-string * * Decisions : The first parameter-string from the commandline * contains the full path and name of the program * that is executed. Strip the path and the extension * of the executable so that its name remains. *) function StripZeroParam: String; var TempStr: String; begin TempStr := ParamStr(0); while Pos('\', TempStr) <> 0 do Delete(TempStr, 1, Pos('\', TempStr)); if Pos('.', TempStr) <> 0 then Delete(TempStr, Pos('.', TempStr), Length(TempStr)-(Pos('.', TempStr)-1)); StripZeroParam := TempStr; end; { of StripZeroParam } (* * Function : Help * * Abstract : * * Decisions : *) procedure Help; var NumberOfSpaces,b: Byte; TempStr: String; begin TempStr := StripZeroParam; NumberOfSpaces := 80 - { screen width } (2 + { left margin } SizeOf(ProgramName) + { size of the ProgramName array } 2 + { space between ProgamName & Version } SizeOf(Version) + { size of the Version array } 1 + { min. space between Version & Company } SizeOf(Company) + { size of the Company array } 1 + { space between Company & Year } SizeOf(Year) + { size of the Year array } 2 { rigth margin } ); WriteLn; Write (' '); for b := 1 to SizeOf(ProgramName) do Write(Chr(ProgramName[b])); Write (' '); for b := 1 to SizeOf(Version) do Write(Chr(Version[b])); Write (' '+Replicate(' ',NumberOfSpaces)); for b := 1 to SizeOf(Company) do Write(Chr(Company[b])); Write (' '); for b := 1 to SizeOf(Year) do Write(Chr(Year[b])); WriteLn; WriteLn; WriteLn(' Usage : '+TempStr+' [/|-][ports:address('')|D(efault)|Q(uiet)|V(iew)|?]'); WriteLn(' ports : C(om), C1, C2, C3, C4, L(pt), L1, L2, L3'); WriteLn(' e.g. : '+TempStr+' /C:3F8,2F8,3E8,2E8 /L:378,278,3BC'); WriteLn(' '+TempStr+' /C clears address'' of all com-ports'); WriteLn(' '+TempStr+' /C1 clears address of com-port 1'); WriteLn(' '+TempStr+' /C:,,2E8 clears address'' of first two & the last com-port'); Write (Replicate(' ',Length(' '+TempStr))); WriteLn( ' and sets address of com-port 3 to 2E8 hex'); WriteLn(' '+TempStr+' /C1:3F8 /L2:278 sets address of com-port 1 and lpt-port 2'); end; { of Help } (* * Function : GetCommandLine * * Abstract : * * Decisions : *) procedure GetCommandLine; var Count,LenStr: Byte; Str: ComStr; p: IOPorts; begin for Count := 1 to ParamCount do begin Str := UpStr(ParamStr(Count)); LenStr := Length(Str); if Str[1] in SwitchInd then case Str[2] of 'C': if (NOT Default) then begin ChangeCom := TRUE; if (LenStr in [2,3]) AND (Str[LenStr] in ['C','1','2','3','4']) then (* * Clear the address(') for one or more COM-ports *) begin case Str[LenStr] of 'C': for p := Com1 to Com4 do begin Ports[p].Clear := TRUE; end; '1': Ports[Com1].Clear := TRUE; '2': Ports[Com2].Clear := TRUE; '3': Ports[Com3].Clear := TRUE; '4': Ports[Com4].Clear := TRUE; end; { of case } end else if ((LenStr > 3) AND (Str[3] = ':')) then (* * Set the address for one or more COM-ports *) begin DecodeStr(Str,Com1,Com4); end else if ((LenStr > 4) AND (Str[4] = ':')) then (* * Set the address for -one- COM-port *) begin case Str[3] of '1': DecodeStr(Str,Com1,Com1); '2': DecodeStr(Str,Com2,Com2); '3': DecodeStr(Str,Com3,Com3); '4': DecodeStr(Str,Com4,Com4); end; { of case Str[3] } end; end; { of 'C' } 'D': if (NOT ChangeCom) AND (NOT ChangeLpt) then begin Default := TRUE; for p := IOPorts(0) to IOPorts(NumberOfPorts -1) do begin Ports[p].Change := TRUE; end; end; { of 'D' } 'L': if (NOT Default) then begin ChangeLpt := TRUE; if (LenStr in [2,3]) AND (Str[LenStr] in ['L','1','2','3']) then (* * Clear the address(') for one or more LPT-ports *) begin case Str[LenStr] of 'L': for p := Lpt1 to Lpt3 do begin Ports[p].Clear := TRUE; end; '1': Ports[Lpt1].Clear := TRUE; '2': Ports[Lpt2].Clear := TRUE; '3': Ports[Lpt3].Clear := TRUE; end; { of case } end else if ((LenStr > 3) AND (Str[3] = ':')) then (* * Set the address for one or more LPT-ports *) begin DecodeStr(Str,Lpt1,Lpt3); end else if ((LenStr > 4) AND (Str[4] = ':')) then (* * Set the address for -one- LPT-port *) begin case Str[3] of '1': DecodeStr(Str,Lpt1,Lpt1); '2': DecodeStr(Str,Lpt2,Lpt2); '3': DecodeStr(Str,Lpt3,Lpt3); end; { of case Str[3] } end; end; { of 'L' } 'Q': Quiet := TRUE; 'V': begin ReadPortsFromMemory; Halt(0); { Error: none } end; { of 'V' } '?': begin Help; Halt(0); { Error: none } end; { of '?' } else begin if (NOT Quiet) then WriteLn('Invalid option: ',Str[2]); Halt(1); { Error: invalid option } end; end {of case} else begin if (NOT Quiet) then WriteLn('Invalid switch: ',Str[1]); Halt(2); { Error: invalid switch } end; end; { of for Count } end; { of GetCommandLine } (* * Function : Main * * Abstract : * * Decisions : *) BEGIN GetCommandLine; WritePortsToMemory; if NOT Quiet then ReadPortsFromMemory; END. { of Main }
unit uMain; interface procedure RestartService(const AServiceName: string; const AExeName: string); procedure RestartJYAppUpdateService; implementation uses Windows, Psapi, SysUtils, StrUtils; //var // strCurrPath: string; {function GetCurrPath: string; begin result := ExtractFilePath(Application.ExeName); end; } {function WriteVBEFile: boolean; var F: TextFile; begin result := false; try AssignFile(F, Format('%sgetpids.vbe', [strCurrPath])); ReWrite(F); WriteLn(F, 'set fso=createobject("scripting.filesystemobject")'); WriteLn(F, Format('if (fso.fileexists("%s~pids.txt")) then', [strCurrPath])); WriteLn(F, Format(' set file=fso.opentextfile("%s~pids.txt",2,true)', [strCurrPath])); WriteLn(F, 'else'); WriteLn(F, Format(' set file=fso.createtextfile("%s~pids.txt",2,true)', [strCurrPath])); WriteLn(F, 'end if'); WriteLn(F, 'wscript.echo "PID ProcessName"'); WriteLn(F, 'for each ps in getobject("winmgmts:\\.\root\cimv2:win32_process").instances_'); WriteLn(F, 'wscript.echo ps.handle&vbtab&ps.name'); WriteLn(F, 'file.writeline ps.handle&vbtab&ps.name'); WriteLn(F, 'next'); WriteLn(F, 'file.close'); CloseFile(F); result := true; except end; end; } {function WriteBATFile: boolean; var F: TextFile; s: string; begin result := false; try AssignFile(F, Format('%sgetpids.bat', [strCurrPath])); ReWrite(F); s := Format('"%sgetpids.vbe"', [strCurrPath]); WriteLn(F, s); CloseFile(F); result := true; except end; end;} {function GetProcessPID(const AExeName: string): integer; var F: TextFile; s: string; begin result := -1; try if not FileExists(Format('%s~pids.txt', [strCurrPath])) then exit; AssignFile(F, Format('%s~pids.txt', [strCurrPath])); Reset(F); while not Eof(F) do begin ReadLn(F, s); s := Trim(LowerCase(s)); if Pos(Trim(LowerCase(AExeName)), s) > 0 then begin result := StrToInt(LeftStr(s, Pos(' ', s)-1)); break; end; end; except end; end; } function GetExePID(const AExeName: string): int64; var aProcesses: array[0..1023] of LongWord; cbNeeded: LongWord; i: integer; hProcess: THandle; hMod: HModule; BaseName: array[0..1023] of char; strBaseName: string; begin result := -1; if not EnumProcesses(@aProcesses[0], sizeof(aProcesses), cbNeeded) then exit; for i:=0 to trunc(cbNeeded/sizeof(longword))-1 do begin if aProcesses[i] = 0 then continue; hProcess := OpenProcess(PROCESS_QUERY_INFORMATION or PROCESS_VM_READ, FALSE, aProcesses[i]); if hProcess > 0 then begin if EnumProcessModules(hProcess, @hMod, sizeof(hMod), cbNeeded) then begin ZeroMemory(@BaseName[0], 1024); GetModuleBaseName(hProcess, hMod, @BaseName[0], sizeof(BaseName)); strBaseName := pchar(@BaseName[0]); strBaseName := Trim(LowerCase(strBaseName)); if Pos(Trim(LowerCase(AExeName)), strBaseName) > 0 then begin result := aProcesses[i]; break; end; end; end; CloseHandle(hProcess); end; end; procedure RestartService(const AServiceName: string; const AExeName: string); var pid: integer; begin { if not WriteVBEFile then exit; if not WriteBATFile then exit; DeleteFile(Format('%s~pids.txt', [strCurrPath])); if WinExec(pchar(Format('"%sgetpids.bat"', [strCurrPath])), SW_HIDE) <= 31 then exit; pid := GetProcessPID(AExeName); } pid := GetExePID(AExeName); if pid > 0 then WinExec(PChar(format('ntsd -c q -p %d', [pid])), SW_HIDE); sleep(3000); WinExec(PChar(Format('net start %s', [AServiceName])), SW_HIDE); end; procedure RestartJYAppUpdateService; begin RestartService('jyappupdateservice', 'JYUpdateService.exe'); end; //initialization // strCurrPath := ExtractFilePath(Application.ExeName); end.
unit iaUnitTest.TThreadedQueue.ExerciseQueue; interface uses DUnitX.TestFramework, System.Generics.Collections, iaExample.ProducerThread, iaExample.ConsumerThread; type [TestFixture] TiaTestMultiThreadedProducerAndConsumer = class(TObject) private fConsumers:Array of TExampleLinkedConsumerThread; fProducers:Array of TExampleLinkedProducerThread; fTasksConsumed:Integer; fTasksUnderflow:Integer; fTasksProduced:Integer; fTasksOverflow:Integer; fQueueProducerFailures:Integer; fQueueConsumerFailures:Integer; protected procedure CreateConsumers(const pConsumerThreadCount:Integer; const pTaskQueue:TThreadedQueue<TObject>; const pPopTimeout:Cardinal); procedure CreateProducers(const pProducerThreadCount:Integer; const pTaskQueue:TThreadedQueue<TObject>; const pPushTimeout:Cardinal; const pTaskCount:Integer); procedure FreeConsumers(); procedure FreeProducers(); public [Test] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 1 Task','1,0,0,1,1,1')] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 2 Task','1,0,0,1,1,2')] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 3 Task','1,0,0,1,1,3')] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 100000 Task','1,0,0,1,1,100000')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 1 Task','1,0,0,2,2,1')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 2 Task','1,0,0,2,2,2')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 3 Task','1,0,0,2,2,3')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 100000 Task','1,0,0,2,2,100000')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 1 Task','1,0,0,40,40,1')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 2 Task','1,0,0,40,40,2')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 3 Task','1,0,0,40,40,3')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 100000 Task','1,0,0,40,40,100000')] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 1 Task','1,0,0,1,40,1')] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 2 Task','1,0,0,1,40,2')] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 3 Task','1,0,0,1,40,3')] [TestCase('1 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 100000 Task','1,0,0,1,40,100000')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 1 Task','1,0,0,2,40,1')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 2 Task','1,0,0,2,40,2')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 3 Task','1,0,0,2,40,3')] [TestCase('1 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 100000 Task','1,0,0,2,40,100000')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 1 Producer Thread, 1 Task','1,0,0,40,1,1')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 1 Producer Thread, 2 Task','1,0,0,40,1,2')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 1 Producer Thread, 3 Task','1,0,0,40,1,3')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 1 Producer Thread, 100000 Task','1,0,0,40,1,100000')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 2 Producer Thread, 1 Task','1,0,0,40,2,1')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 2 Producer Thread, 2 Task','1,0,0,40,2,2')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 2 Producer Thread, 3 Task','1,0,0,40,2,3')] [TestCase('1 Depth, Zero Push/Pop Timeout, 40 Consumer 2 Producer Thread, 100000 Task','1,0,0,40,2,100000')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer/Producer Thread, 1 Task','1,1,1,1,1,1')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer/Producer Thread, 2 Task','1,1,1,1,1,2')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer/Producer Thread, 3 Task','1,1,1,1,1,3')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer/Producer Thread, 100000 Task','1,1,1,1,1,100000')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer/Producer Thread, 1 Task','1,1,1,2,2,1')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer/Producer Thread, 2 Task','1,1,1,2,2,2')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer/Producer Thread, 3 Task','1,1,1,2,2,3')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer/Producer Thread, 100000 Task','1,1,1,2,2,100000')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer/Producer Thread, 1 Task','1,1,1,40,40,1')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer/Producer Thread, 2 Task','1,1,1,40,40,2')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer/Producer Thread, 3 Task','1,1,1,40,40,3')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer/Producer Thread, 100000 Task','1,1,1,40,40,100000')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 1 Task','1,1,1,1,40,1')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 2 Task','1,1,1,1,40,2')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 3 Task','1,1,1,1,40,3')] [TestCase('1 Depth, 1 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 100000 Task','1,1,1,1,40,100000')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 1 Task','1,1,1,2,40,1')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 2 Task','1,1,1,2,40,2')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 3 Task','1,1,1,2,40,3')] [TestCase('1 Depth, 1 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 100000 Task','1,1,1,2,40,100000')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 1 Task','1,1,1,40,1,1')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 2 Task','1,1,1,40,1,2')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 3 Task','1,1,1,40,1,3')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 100000 Task','1,1,1,40,1,100000')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 1 Task','1,1,1,40,2,1')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 2 Task','1,1,1,40,2,2')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 3 Task','1,1,1,40,2,3')] [TestCase('1 Depth, 1 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 100000 Task','1,1,1,40,2,100000')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer/Producer Thread, 1 Task','1,1000,1000,1,1,1')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer/Producer Thread, 2 Task','1,1000,1000,1,1,2')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer/Producer Thread, 3 Task','1,1000,1000,1,1,3')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer/Producer Thread, 100000 Task','1,1000,1000,1,1,100000')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer/Producer Thread, 1 Task','1,1000,1000,2,2,1')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer/Producer Thread, 2 Task','1,1000,1000,2,2,2')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer/Producer Thread, 3 Task','1,1000,1000,2,2,3')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer/Producer Thread, 100000 Task','1,1000,1000,2,2,100000')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer/Producer Thread, 1 Task','1,1000,1000,40,40,1')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer/Producer Thread, 2 Task','1,1000,1000,40,40,2')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer/Producer Thread, 3 Task','1,1000,1000,40,40,3')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer/Producer Thread, 100000 Task','1,1000,1000,40,40,100000')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 1 Task','1,1000,1000,1,40,1')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 2 Task','1,1000,1000,1,40,2')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 3 Task','1,1000,1000,1,40,3')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 1 Consumer 40 Producer Thread, 100000 Task','1,1000,1000,1,40,100000')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 1 Task','1,1000,1000,2,40,1')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 2 Task','1,1000,1000,2,40,2')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 3 Task','1,1000,1000,2,40,3')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 2 Consumer 40 Producer Thread, 100000 Task','1,1000,1000,2,40,100000')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 1 Task','1,1000,1000,40,1,1')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 2 Task','1,1000,1000,40,1,2')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 3 Task','1,1000,1000,40,1,3')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 100000 Task','1,1000,1000,40,1,100000')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 1 Task','1,1000,1000,40,2,1')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 2 Task','1,1000,1000,40,2,2')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 3 Task','1,1000,1000,40,2,3')] [TestCase('1 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 100000 Task','1,1000,1000,40,2,100000')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 1 Task','1,$FFFFFFFF,$FFFFFFFF,1,1,1')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 2 Task','1,$FFFFFFFF,$FFFFFFFF,1,1,2')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 3 Task','1,$FFFFFFFF,$FFFFFFFF,1,1,3')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 100000 Task','1,$FFFFFFFF,$FFFFFFFF,1,1,100000')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 1 Task','1,$FFFFFFFF,$FFFFFFFF,2,2,1')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 2 Task','1,$FFFFFFFF,$FFFFFFFF,2,2,2')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 3 Task','1,$FFFFFFFF,$FFFFFFFF,2,2,3')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 100000 Task','1,$FFFFFFFF,$FFFFFFFF,2,2,100000')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 1 Task','1,$FFFFFFFF,$FFFFFFFF,40,40,1')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 2 Task','1,$FFFFFFFF,$FFFFFFFF,40,40,2')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 3 Task','1,$FFFFFFFF,$FFFFFFFF,40,40,3')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 100000 Task','1,$FFFFFFFF,$FFFFFFFF,40,40,100000')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 1 Task','1,$FFFFFFFF,$FFFFFFFF,1,40,1')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 2 Task','1,$FFFFFFFF,$FFFFFFFF,1,40,2')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 3 Task','1,$FFFFFFFF,$FFFFFFFF,1,40,3')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 100000 Task','1,$FFFFFFFF,$FFFFFFFF,1,40,100000')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 1 Task','1,$FFFFFFFF,$FFFFFFFF,2,40,1')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 2 Task','1,$FFFFFFFF,$FFFFFFFF,2,40,2')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 3 Task','1,$FFFFFFFF,$FFFFFFFF,2,40,3')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 100000 Task','1,$FFFFFFFF,$FFFFFFFF,2,40,100000')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 1 Task','1,$FFFFFFFF,$FFFFFFFF,40,1,1')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 2 Task','1,$FFFFFFFF,$FFFFFFFF,40,1,2')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 3 Task','1,$FFFFFFFF,$FFFFFFFF,40,1,3')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 100000 Task','1,$FFFFFFFF,$FFFFFFFF,40,1,100000')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 1 Task','1,$FFFFFFFF,$FFFFFFFF,40,2,1')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 2 Task','1,$FFFFFFFF,$FFFFFFFF,40,2,2')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 3 Task','1,$FFFFFFFF,$FFFFFFFF,40,2,3')] [TestCase('1 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 100000 Task','1,$FFFFFFFF,$FFFFFFFF,40,2,100000')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 1 Task','10,0,0,1,1,1')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 2 Task','10,0,0,1,1,2')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 3 Task','10,0,0,1,1,3')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer/Producer Thread, 100000 Task','10,0,0,1,1,100000')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 1 Task','10,0,0,2,2,1')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 2 Task','10,0,0,2,2,2')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 3 Task','10,0,0,2,2,3')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer/Producer Thread, 100000 Task','10,0,0,2,2,100000')] [TestCase('10 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 1 Task','10,0,0,40,40,1')] [TestCase('10 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 2 Task','10,0,0,40,40,2')] [TestCase('10 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 3 Task','10,0,0,40,40,3')] [TestCase('10 Depth, Zero Push/Pop Timeout, 40 Consumer/Producer Thread, 100000 Task','10,0,0,40,40,100000')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 1 Task','10,0,0,1,40,1')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 2 Task','10,0,0,1,40,2')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 3 Task','10,0,0,1,40,3')] [TestCase('10 Depth, Zero Push/Pop Timeout, 1 Consumer 40 Producer Thread, 100000 Task','10,0,0,1,40,100000')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 1 Task','10,0,0,2,40,1')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 2 Task','10,0,0,2,40,2')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 3 Task','10,0,0,2,40,3')] [TestCase('10 Depth, Zero Push/Pop Timeout, 2 Consumer 40 Producer Thread, 100000 Task','10,0,0,2,40,100000')] [TestCase('10 Depth, Zero Push/Pop Timeout, 40 Consumer 1 Producer Thread, 1 Task','10,0,0,40,1,1')] [TestCase('10 Depth, Zero Push/Pop Timeout, 40 Consumer 1 Producer 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[TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 1 Task','1000,1000,0,40,1,1')] [TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 2 Task','1000,1000,0,40,1,2')] [TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 3 Task','1000,1000,0,40,1,3')] [TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 1 Producer Thread, 100000 Task','1000,1000,0,40,1,100000')] [TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 1 Task','1000,1000,0,40,2,1')] [TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 2 Task','1000,1000,0,40,2,2')] [TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 3 Task','1000,1000,0,40,2,3')] [TestCase('1000 Depth, 1000 Push/Pop Timeout, 40 Consumer 2 Producer Thread, 100000 Task','1000,1000,0,40,2,100000')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 1 Task','1000,$FFFFFFFF,$FFFFFFFF,1,1,1')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 2 Task','1000,$FFFFFFFF,$FFFFFFFF,1,1,2')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 3 Task','1000,$FFFFFFFF,$FFFFFFFF,1,1,3')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer/Producer Thread, 100000 Task','1000,$FFFFFFFF,$FFFFFFFF,1,1,100000')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 1 Task','1000,$FFFFFFFF,$FFFFFFFF,2,2,1')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 2 Task','1000,$FFFFFFFF,$FFFFFFFF,2,2,2')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 3 Task','1000,$FFFFFFFF,$FFFFFFFF,2,2,3')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer/Producer Thread, 100000 Task','1000,$FFFFFFFF,$FFFFFFFF,2,2,100000')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 1 Task','1000,$FFFFFFFF,$FFFFFFFF,40,40,1')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 2 Task','1000,$FFFFFFFF,$FFFFFFFF,40,40,2')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 3 Task','1000,$FFFFFFFF,$FFFFFFFF,40,40,3')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer/Producer Thread, 100000 Task','1000,$FFFFFFFF,$FFFFFFFF,40,40,100000')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 1 Task','1000,$FFFFFFFF,$FFFFFFFF,1,40,1')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 2 Task','1000,$FFFFFFFF,$FFFFFFFF,1,40,2')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 3 Task','1000,$FFFFFFFF,$FFFFFFFF,1,40,3')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 1 Consumer 40 Producer Thread, 100000 Task','1000,$FFFFFFFF,$FFFFFFFF,1,40,100000')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 1 Task','1000,$FFFFFFFF,$FFFFFFFF,2,40,1')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 2 Task','1000,$FFFFFFFF,$FFFFFFFF,2,40,2')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 3 Task','1000,$FFFFFFFF,$FFFFFFFF,2,40,3')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 2 Consumer 40 Producer Thread, 100000 Task','1000,$FFFFFFFF,$FFFFFFFF,2,40,100000')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 1 Task','1000,$FFFFFFFF,$FFFFFFFF,40,1,1')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 2 Task','1000,$FFFFFFFF,$FFFFFFFF,40,1,2')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 3 Task','1000,$FFFFFFFF,$FFFFFFFF,40,1,3')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 1 Producer Thread, 100000 Task','1000,$FFFFFFFF,$FFFFFFFF,40,1,100000')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 1 Task','1000,$FFFFFFFF,$FFFFFFFF,40,2,1')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 2 Task','1000,$FFFFFFFF,$FFFFFFFF,40,2,2')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 3 Task','1000,$FFFFFFFF,$FFFFFFFF,40,2,3')] [TestCase('1000 Depth, Infinite Push/Pop Timeout, 40 Consumer 2 Producer Thread, 100000 Task','1000,$FFFFFFFF,$FFFFFFFF,40,2,100000')] procedure ExerciseQueue(const pQueueDepth:Integer; const pPushTimeout, pPopTimeout:Cardinal; const pConsumerThreadCount, pProducerThreadCount, pTaskCount:Integer); end; implementation uses System.SysUtils, System.Classes, System.Threading, iaTestSupport.Log; procedure TiaTestMultiThreadedProducerAndConsumer.ExerciseQueue(const pQueueDepth:Integer; const pPushTimeout, pPopTimeout:Cardinal; const pConsumerThreadCount, pProducerThreadCount, pTaskCount:Integer); var vQueue:TThreadedQueue<TObject>; vProducing:Boolean; vProducer:TExampleLinkedProducerThread; vTasksPerThread:Integer; begin LogIt(Format('Test started: Queue Depth: %d Push Timeout: %d Pop Timeout: %d ConsumerThreads: %d ProducerThreads %d Tasks: %d',[pQueueDepth, pPushTimeout, pPopTimeout, pConsumerThreadCount, pProducerThreadCount, pTaskCount])); if pQueueDepth = 0 then begin Assert.Fail('Queue Depth cannot be zero'); end; if pProducerThreadCount = 0 then begin Assert.Fail('Producer Thread Count cannot be zero'); end; vQueue := TThreadedQueue<TObject>.Create(pQueueDepth, pPushTimeout, pPopTimeout); try vTasksPerThread := pTaskCount div pProducerThreadCount; if vTasksPerThread = 0 then begin vTasksPerThread := 1; end; CreateConsumers(pConsumerThreadCount, vQueue, pPopTimeout); CreateProducers(pProducerThreadCount, vQueue, pPushTimeout, vTasksPerThread); LogIt(Format('Producing %d tasks', [vTasksPerThread*pProducerThreadCount])); vProducing := True; while vProducing do begin vProducing := False; for vProducer in fProducers do begin if vProducer.ThreadState = TProducerState.ProducerWorking then begin vProducing := True; end; end; TThread.CurrentThread.Yield; end; LogIt('Production completed, waiting for consumers to finish'); while vQueue.QueueSize <> 0 do begin TThread.CurrentThread.Yield; end; LogIt('Shutting down queue'); vQueue.DoShutDown(); FreeProducers(); FreeConsumers(); Assert.AreEqual(fTasksProduced, fTasksConsumed, 'Did not consume as many tasks produced'); Assert.AreEqual(fQueueProducerFailures, 0, 'Queue producer errors not zero'); Assert.AreEqual(fQueueConsumerFailures, 0, 'Queue consumer errors not zero'); finally LogIt('Freeing queue'); vQueue.Free(); end; LogIt('Test completed'); end; procedure TiaTestMultiThreadedProducerAndConsumer.CreateConsumers(const pConsumerThreadCount:Integer; const pTaskQueue:TThreadedQueue<TObject>; const pPopTimeout:Cardinal); var i:Integer; begin LogIt(Format('Creating %d consumer threads', [pConsumerThreadCount])); fTasksConsumed := 0; fTasksUnderflow := 0; fQueueConsumerFailures := 0; SetLength(fConsumers, pConsumerThreadCount); for i := 0 to pConsumerThreadCount-1 do begin fConsumers[i] := TExampleLinkedConsumerThread.Create(pTaskQueue, pPopTimeout); end; end; procedure TiaTestMultiThreadedProducerAndConsumer.CreateProducers(const pProducerThreadCount:Integer; const pTaskQueue:TThreadedQueue<TObject>; const pPushTimeout:Cardinal; const pTaskCount:Integer); var i:Integer; begin LogIt(Format('Creating %d producer threads', [pProducerThreadCount])); fTasksProduced := 0; fTasksOverflow := 0; fQueueProducerFailures := 0; SetLength(fProducers, pProducerThreadCount); for i := 0 to pProducerThreadCount-1 do begin fProducers[i] := TExampleLinkedProducerThread.Create(pTaskQueue, pPushTimeout, pTaskCount); end; end; procedure TiaTestMultiThreadedProducerAndConsumer.FreeConsumers(); var vThread:TExampleLinkedProducerThread; begin LogIt('Freeing producer threads'); for vThread in fProducers do begin Inc(fTasksProduced, vThread.TasksProduced); Inc(fTasksOverflow, vThread.TasksOverflow); Inc(fQueueProducerFailures, vThread.QueueFailures); vThread.Free(); end; end; procedure TiaTestMultiThreadedProducerAndConsumer.FreeProducers(); var vThread:TExampleLinkedConsumerThread; begin LogIt('Freeing consumer threads'); for vThread in fConsumers do begin Inc(fTasksConsumed, vThread.TasksConsumed); Inc(fTasksUnderflow, vThread.TasksUnderflow); Inc(fQueueConsumerFailures, vThread.QueueFailures); vThread.Free(); end; end; end.
unit mainform; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, Vcl.Menus, Vcl.Grids, Vcl.ValEdit, Vcl.ComCtrls, Vcl.ExtCtrls, Ap, mlpbase, calc_utils; type TMainFormExtrapolation = class(TForm) MainMenu: TMainMenu; NInsertData: TMenuItem; NInsertResults: TMenuItem; NTeaching: TMenuItem; NSolve: TMenuItem; NPreferences: TMenuItem; NHelp: TMenuItem; pcData: TPageControl; tsData: TTabSheet; tsPrediction: TTabSheet; NInsertAtPrediction: TMenuItem; tsPreferences: TTabSheet; vleNeuroPreferences: TValueListEditor; sgDataTeachingSrc: TStringGrid; Splitter1: TSplitter; sgDataTeachingResult: TStringGrid; sgDataPredictionSrc: TStringGrid; Splitter2: TSplitter; sgDataPredictionResult: TStringGrid; procedure NInsertDataClick(Sender: TObject); procedure NInsertResultsClick(Sender: TObject); procedure NInsertAtPredictionClick(Sender: TObject); procedure NTeachingClick(Sender: TObject); procedure FormClose(Sender: TObject; var Action: TCloseAction); procedure FormShow(Sender: TObject); procedure NSolveClick(Sender: TObject); private { Private declarations } HNetwork: MultiLayerPerceptron; HOptions: TCalcNeuroOptions; public { Public declarations } procedure UpdateNeuroOptionsFromForm; end; var MainFormExtrapolation: TMainFormExtrapolation; implementation uses Math, ClipBrd; {$R *.dfm} procedure TMainFormExtrapolation.FormClose(Sender: TObject; var Action: TCloseAction); begin MLPFree(HNetwork); end; procedure TMainFormExtrapolation.FormShow(Sender: TObject); begin pcData.TabIndex := 0; end; procedure TMainFormExtrapolation.NInsertAtPredictionClick(Sender: TObject); begin Clipboard.Open; try InsertDataFromClipboardToGrid(Clipboard.AsText, sgDataPredictionSrc); finally Clipboard.Close; end; end; procedure TMainFormExtrapolation.NInsertDataClick(Sender: TObject); begin Clipboard.Open; try InsertDataFromClipboardToGrid(Clipboard.AsText, sgDataTeachingSrc); finally Clipboard.Close; end; end; procedure TMainFormExtrapolation.NInsertResultsClick(Sender: TObject); begin Clipboard.Open; try InsertDataFromClipboardToGrid(Clipboard.AsText, sgDataTeachingResult); finally Clipboard.Close; end; end; procedure TMainFormExtrapolation.NSolveClick(Sender: TObject); var row, col: Integer; lX: TReal1DArray; lY: TReal1DArray; begin SetLength(lX, sgDataPredictionSrc.ColCount); SetLength(lY, sgDataTeachingResult.ColCount); sgDataPredictionResult.ColCount := sgDataTeachingResult.ColCount; sgDataPredictionResult.RowCount := sgDataPredictionSrc.RowCount; try for row := 0 to sgDataPredictionSrc.RowCount - 1 do begin for col := 0 to sgDataPredictionSrc.ColCount - 1 do lX[col] := StrToFloatEx(sgDataPredictionSrc.Cells[col, row]); NeuroRegression(HNetwork, lX, lY); for col := 0 to sgDataPredictionResult.ColCount - 1 do sgDataPredictionResult.Cells[col, row] := FloatToStr(lY[col]); end; finally SetLength(lX, 0); SetLength(lY, 0); end; end; procedure TMainFormExtrapolation.NTeachingClick(Sender: TObject); var zlXY: TReal2DArray; begin try ConstructMatrixFromGrid(sgDataTeachingSrc, sgDataTeachingResult, zlXY); UpdateNeuroOptionsFromForm; HOptions.lPoints := Length(zlXY); HOptions.Layer1PtsCount := sgDataTeachingSrc.ColCount; HOptions.OutPtsCount := sgDataTeachingResult.ColCount; CalcNeuroMatrix(HOptions, zlXY, HNetwork); finally SetLength(zlXY, 0); end; end; procedure TMainFormExtrapolation.UpdateNeuroOptionsFromForm; begin HOptions.lMaxIts := StrToIntDef(vleNeuroPreferences.Values['Максимум итераций'], 300); HOptions.lMaxStep := StrToFloatDef(vleNeuroPreferences.Values['Максимальный шаг'], 0.001); HOptions.lRestarts := StrToIntDef(vleNeuroPreferences.Values['Рестартов'], 1000); HOptions.lDecay := StrToFloatDef(vleNeuroPreferences.Values['Максимальная ошибка'], 0.001); HOptions.lPoints := 0; HOptions.LayerCount := StrToIntDef(vleNeuroPreferences.Values['Слоёв'], 3); HOptions.Layer1PtsCount := 0; HOptions.Layer2PtsCount := StrToIntDef(vleNeuroPreferences.Values['Нейронов во втором слое'], 8); HOptions.Layer3PtsCount := StrToIntDef(vleNeuroPreferences.Values['Нейронов во третьем слое'], 8); HOptions.OutPtsCount := 0; HOptions.IsClassificator := false; end; end.
unit UnContasPagarListaRegistrosView; interface uses Windows, Messages, SysUtils, Variants, Classes, Graphics, Controls, Forms, Dialogs, Grids, DBGrids, StdCtrls, JvExControls, JvButton, DB, JvTransparentButton, ExtCtrls, { Fluente } Util, DataUtil, UnModelo, UnContasPagarListaRegistrosModelo, Componentes, UnAplicacao, JvExDBGrids, JvDBGrid, JvDBUltimGrid; type TContasPagarListaRegistrosView = class(TForm, ITela) pnlTitulo: TPanel; btnIncluir: TJvTransparentButton; btnMenu: TJvTransparentButton; pnlFiltro: TPanel; EdtContaPagar: TEdit; gContasPagar: TJvDBUltimGrid; procedure EdtContaPagarChange(Sender: TObject); procedure btnIncluirClick(Sender: TObject); procedure gContasPagarDblClick(Sender: TObject); private FControlador: IResposta; FContasPagarListaRegistrosModelo: TContasPagarListaRegistrosModelo; public function Controlador(const Controlador: IResposta): ITela; function Descarregar: ITela; function Modelo(const Modelo: TModelo): ITela; function Preparar: ITela; function ExibirTela: Integer; end; implementation {$R *.dfm} { TContaPagarListaRegistrosView } function TContasPagarListaRegistrosView.Controlador( const Controlador: IResposta): ITela; begin Self.FControlador := Controlador; Result := Self; end; function TContasPagarListaRegistrosView.Descarregar: ITela; begin Self.FControlador := nil; Self.FContasPagarListaRegistrosModelo := nil; Result := Self; end; function TContasPagarListaRegistrosView.ExibirTela: Integer; begin Result := Self.ShowModal; end; function TContasPagarListaRegistrosView.Modelo( const Modelo: TModelo): ITela; begin Self.FContasPagarListaRegistrosModelo := (Modelo as TContasPagarListaRegistrosModelo); Result := Self; end; function TContasPagarListaRegistrosView.Preparar: ITela; begin Self.gContasPagar.DataSource := Self.FContasPagarListaRegistrosModelo.DataSource; Result := Self; end; procedure TContasPagarListaRegistrosView.EdtContaPagarChange( Sender: TObject); begin if Self.EdtContaPagar.Text = '' then Self.FContasPagarListaRegistrosModelo.Carregar else Self.FContasPagarListaRegistrosModelo.CarregarPor( Criterio.Campo('FORN_NOME').como(Self.EdtContaPagar.Text).obter()); end; procedure TContasPagarListaRegistrosView.btnIncluirClick(Sender: TObject); var _chamada: TChamada; _parametros: TMap; begin _parametros := Self.FContasPagarListaRegistrosModelo.Parametros; _parametros .Gravar('acao', Ord(adrIncluir)); _chamada := TChamada.Create .Chamador(Self) .Parametros(_parametros); Self.FControlador.Responder(_chamada); end; procedure TContasPagarListaRegistrosView.gContasPagarDblClick( Sender: TObject); var _chamada: TChamada; _dataSet: TDataSet; begin _dataSet := Self.FContasPagarListaRegistrosModelo.DataSet; _chamada := TChamada.Create .Chamador(Self) .Parametros(TMap.Create .Gravar('acao', Ord(adrCarregar)) .Gravar('oid', _dataSet.FieldByName('tit_oid').AsString) ); Self.FControlador.Responder(_chamada) end; end.
{*******************************************************} { } { Borland Delphi Visual Component Library } { Remote Data Module support } { } { Copyright (c) 1997,98 Inprise Corporation } { } {*******************************************************} unit DataBkr; interface uses Classes, ActiveX, StdVcl, Forms; type { TRemoteDataModule } TRemoteDataModule = class(TDataModule, IDataBroker) end; { IDataBroker support } procedure EnumIProviderProps(TypeInfo: ITypeInfo; PropNames: TStrings); function VarArrayFromStrings(Strings: TStrings): Variant; implementation uses ComObj; { IDataBroker support } function VarArrayFromStrings(Strings: TStrings): Variant; var I: Integer; begin Result := Null; if Strings.Count > 0 then begin Result := VarArrayCreate([0, Strings.Count - 1], varOleStr); for I := 0 to Strings.Count - 1 do Result[I] := WideString(Strings[I]); end; end; procedure EnumIProviderProps(TypeInfo: ITypeInfo; PropNames: TStrings); procedure SaveName(const TypeInfo: ITypeInfo; Id: Integer); var Name: WideString; begin OleCheck(TypeInfo.GetDocumentation(Id, @Name, nil, nil, nil)); PropNames.Add(Name); end; function IsProviderProp(const TypeInfo: ITypeInfo; TypeDesc: PTypeDesc): Boolean; var RefInfo: ITypeInfo; RefAttr: PTypeAttr; begin Result := False; if TypeDesc.vt = VT_PTR then begin TypeDesc := TypeDesc.ptdesc; if TypeDesc.vt <> VT_USERDEFINED then Exit; OleCheck(TypeInfo.GetRefTypeInfo(TypeDesc.hreftype, RefInfo)); OleCheck(RefInfo.GetTypeAttr(RefAttr)); try Result := IsEqualGUID(RefAttr.guid, IProvider); finally RefInfo.ReleaseTypeAttr(RefAttr); end; end; end; var I: Integer; TypeAttr: PTypeAttr; FuncDesc: PFuncDesc; VarDesc: PVarDesc; TI: ITypeInfo; RefType: HRefType; begin OleCheck(TypeInfo.GetTypeAttr(TypeAttr)); try if (TypeAttr.typekind = TKIND_DISPATCH) and (TypeAttr.wTypeFlags and TYPEFLAG_FDUAL <> 0) then begin OleCheck(TypeInfo.GetRefTypeOfImplType(-1, RefType)); OleCheck(TypeInfo.GetRefTypeInfo(RefType, TI)); end else TI := TypeInfo; finally TypeInfo.ReleaseTypeAttr(TypeAttr); end; OleCheck(TI.GetTypeAttr(TypeAttr)); try for I := 0 to TypeAttr.cVars - 1 do begin OleCheck(TypeInfo.GetVarDesc(I, VarDesc)); try if IsProviderProp(TI, @VarDesc.elemdescVar.tdesc) then SaveName(TI, VarDesc.memid); finally TI.ReleaseVarDesc(VarDesc); end; end; for I := 0 to TypeAttr.cFuncs - 1 do begin OleCheck(TI.GetFuncDesc(I, FuncDesc)); try if (FuncDesc.invkind = INVOKE_PROPERTYGET) then begin if TypeAttr.TypeKind = TKIND_INTERFACE then begin if (FuncDesc.cParams > 0) and (FuncDesc.lprgelemdescParam[0].tdesc.vt = VT_PTR) and (IsProviderProp(TI, FuncDesc.lprgelemdescParam[0].tdesc.ptdesc)) then SaveName(TI, FuncDesc.memid); end else if IsProviderProp(TI, @FuncDesc.elemdescFunc.tdesc) then SaveName(TI, FuncDesc.memid); end; finally TI.ReleaseFuncDesc(FuncDesc); end; end; finally TI.ReleaseTypeAttr(TypeAttr); end; end; function GetProviderNamesFromObject(Component: TComponent): Variant; var VCLComObject: IVCLComObject; TypeInfo: ITypeInfo; Count: Integer; ProviderNames: TStrings; begin Result := Null; VCLComObject := Component.ComObject as IVCLComObject; OleCheck(VCLComObject.GetTypeInfoCount(Count)); if Count > 0 then begin ProviderNames := TStringList.Create; try OleCheck(VCLComObject.GetTypeInfo(0, 0, TypeInfo)); EnumIProviderProps(TypeInfo, ProviderNames); Result := VarArrayFromStrings(ProviderNames); finally ProviderNames.Free; end; end; end; procedure RegisterAsDataBroker(Register: Boolean; const ClassID, ProgID: string); begin if Register then CreateRegKey('CLSID\' + ClassID + '\Borland DataBroker', '', '') else DeleteRegKey('CLSID\' + ClassID + '\Borland DataBroker'); end; initialization Forms.GetDataModuleProviderNames := GetProviderNamesFromObject; Forms.UpdateDataModuleRegistry := RegisterAsDataBroker; end.
unit uQuoteCommandHandler; interface uses uCommandHandler, uTokenizer, dmConnection; type TQuoteCommandHandler = class(TCommandHandler) function HandleCommand(const AConnection: TConnectionData; const ATarget: string; const ATokenizer: TTokenizer): string; override; end; implementation uses SysUtils; { TQuoteCommandHandler } function TQuoteCommandHandler.HandleCommand(const AConnection: TConnectionData; const ATarget: string; const ATokenizer: TTokenizer): string; var Line: string; begin if not ATokenizer.HasMoreTokens then Exit; Line := ATokenizer.NextToken; while ATokenizer.HasMoreTokens do Line := Line + ' ' + ATokenizer.NextToken; AConnection.SendRaw(Line); end; initialization TCommandHandlerFactory.GetInstance.RegisterClass('/quote', TQuoteCommandHandler); end.
unit UnitFormInterrogate; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, System.Generics.Collections, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, Vcl.Grids, stringgridutils, stringutils, System.ImageList, Vcl.ImgList, UnitFormCurrentParty; type TCommTransaction = record Request: string; Response: string; Port: string; Duration: string; Ok: boolean; end; TFormInterrogate = class(TForm) StringGrid1: TStringGrid; procedure StringGrid1DrawCell(Sender: TObject; ACol, ARow: Integer; Rect: TRect; State: TGridDrawState); procedure FormCreate(Sender: TObject); procedure StringGrid1DblClick(Sender: TObject); procedure FormResize(Sender: TObject); private { Private declarations } FOk: TList<boolean>; public { Public declarations } procedure setupColsWidths; procedure AddCommTransaction(C: TCommTransaction); procedure AddLine(AComport, ARequest, AResponse: string; Ok: boolean); end; var FormInterrogate: TFormInterrogate; implementation uses myutils, dateutils, UnitFormPopup; {$R *.dfm} procedure TFormInterrogate.FormCreate(Sender: TObject); var i: Integer; begin with StringGrid1 do begin ColCount := 4; RowCount := 1; FixedCols := 0; FixedRows := 0; end; FOk := TList<boolean>.create; FOk.Add(true); end; procedure TFormInterrogate.FormResize(Sender: TObject); begin setupColsWidths; end; procedure TFormInterrogate.StringGrid1DblClick(Sender: TObject); begin FormPopup.ShowStringGridCellText(StringGrid1); end; procedure TFormInterrogate.StringGrid1DrawCell(Sender: TObject; ACol, ARow: Integer; Rect: TRect; State: TGridDrawState); var grd: TStringGrid; cnv: TCanvas; ta: TAlignment; AText: string; floatValue: double; function ColIs(s: string): boolean; begin Result := ARow = grd.Rows[0].IndexOf(s); end; begin grd := StringGrid1; cnv := grd.Canvas; cnv.Brush.Color := clWhite; cnv.Font.Assign(grd.Font); AText := grd.Cells[ACol, ARow]; if (gdSelected in State) then cnv.Brush.Color := clGradientInactiveCaption; if not FOk[ARow] then cnv.Font.Color := clRed; StringGrid_DrawCellText(StringGrid1, ACol, ARow, Rect, taLeftJustify, AText); StringGrid_DrawCellBounds(cnv, ACol, ARow, Rect); end; procedure TFormInterrogate.AddLine(AComport, ARequest, AResponse: string; Ok: boolean); var r: TStrings; begin with StringGrid1 do begin if RowCount > 100 then begin StringGrid_DeleteRow(StringGrid1, 0); FOk.Delete(0); end; if Cells[0, 0] <> '' then begin RowCount := RowCount + 1; FOk.Add(Ok); end; r := Rows[RowCount - 1]; r[0] := FormatDateTime('hh:nn:ss.zzz', now); r[1] := AComport; r[2] := ARequest; r[3] := AResponse; FOk[RowCount - 1] := Ok; Row := RowCount - 1; end; end; procedure TFormInterrogate.AddCommTransaction(C: TCommTransaction); begin AddLine(C.Port, C.Request, C.Response + ' ' + C.Duration, c.Ok); end; procedure TFormInterrogate.setupColsWidths; var w: Integer; begin With StringGrid1 do begin ColWidths[0] := 100; ColWidths[1] := 60; w := Self.Width - 50 - ColWidths[0] - ColWidths[1]; ColWidths[2] := w div 3; ColWidths[3] := w - ColWidths[2]; end; end; end.
{*******************************************************} { } { Delphi REST Client Framework } { } { Copyright(c) 2014-2018 Embarcadero Technologies, Inc. } { All rights reserved } { } {*******************************************************} unit REST.Backend.KinveyApi; {$SCOPEDENUMS ON} interface uses System.Classes, System.SysUtils, System.Generics.Collections, System.JSON, REST.Client, REST.Types, REST.Backend.Exception; type EKinveyAPIError = class(EBackendAPIError) private FError: string; FDescription: string; public constructor Create(const AError, ADescription: string); overload; property Error: string read FError; property Description: string read FDescription; end; TKinveyAPIErrorClass = class of EKinveyAPIError; /// <summary> /// <para> /// TKinveyApi implements REST requests based on Kinvey's REST API. See /// <see href="http://devcenter.kinvey.com/rest/" /> /// </para> /// </summary> TKinveyApi = class(TComponent) public type TPlatformType = (IOS, Android); TConnectionInfo = record private public ApiVersion: string; AppKey: string; AppSecret: string; MasterSecret: string; UserName: string; Password: string; ProxyPassword: string; ProxyPort: Integer; ProxyServer: string; ProxyUsername: string; constructor Create(const AApiVersion, AAppKey: String); overload; end; TUpdatedAt = record private FUpdatedAt: TDateTime; public constructor Create(AUpdatedAt: TDateTime); property UpdatedAt: TDateTime read FUpdatedAt; end; TObjectID = record private FCreatedAt: TDateTime; FUpdatedAt: TDateTime; FObjectID: string; FBackendCollectionName: string; public constructor Create(const ABackendCollectionName: string; AObjectID: string); property CreatedAt: TDateTime read FCreatedAt; property UpdatedAt: TDateTime read FUpdatedAt; property ObjectID: string read FObjectID; property BackendCollectionName: string read FBackendCollectionName; end; TFile = record private FID: string; FFileName: string; FDownloadURL: string; FExpiresAt: TDateTime; public constructor Create(const AID: string); property FileName: string read FFileName; property DownloadURL: string read FDownloadURL; property ID: string read FID; property ExpiresAt: TDateTime read FExpiresAt; end; TUser = record private FCreatedAt: TDateTime; FUpdatedAt: TDateTime; FObjectID: string; FUserName: string; public constructor Create(const AUserName: string); property CreatedAt: TDateTime read FCreatedAt; property UpdatedAt: TDateTime read FUpdatedAt; property ObjectID: string read FObjectID; property UserName: string read FUserName; end; TUserGroup = record private FCreatedAt: TDateTime; FUpdatedAt: TDateTime; FObjectID: string; public property CreatedAt: TDateTime read FCreatedAt; property UpdatedAt: TDateTime read FUpdatedAt; property ObjectID: string read FObjectID; end; TLogin = record private FAuthToken: string; FUser: TUser; public constructor Create(const AAuthToken: string; const AUser: TUser); property AuthToken: string read FAuthToken; property User: TUser read FUser; end; TAuthentication = (Default, MasterSecret, AppSecret, UserName, Session, None); TDefaultAuthentication = (MasterSecret, AppSecret, UserName, Session, None); TFindObjectProc = reference to procedure(const AID: TObjectID; const AObj: TJSONObject); TQueryUserNameProc = reference to procedure(const AUser: TUser; const AObj: TJSONObject); TLoginProc = reference to procedure(const ALogin: TLogin; const AObj: TJSONObject); TRetrieveUserProc = reference to procedure(const AUser: TUser; const AObj: TJSONObject); TRetrieveFileProc = reference to procedure(const AFile: TFile; const AObj: TJSONObject); TRetrieveUserGroupProc = reference to procedure(const AUserGroup: TUserGroup; const AObj: TJSONObject); public const DateTimeIsUTC = True; public class var EmptyConnectionInfo: TConnectionInfo; private const sAppKey = 'appKey'; sDateCreated = 'ect'; sDateUpdated = 'lmt'; cDateTimeIsUTC = True; sDataStore = 'appdata'; sUserGroup = 'group'; sBlob = 'blob'; sUser = 'user'; sLogin = 'login'; sPush = 'push'; sRpc = 'rpc'; sRegisterDevice = 'register-device'; sUnregisterDevice = 'unregister-device'; sAppKeySegment = '/{' + sAppKey + '}'; sUserAppKey = sUser + sAppKeySegment; sDataStoreAppKey = sDataStore + sAppKeySegment; sUserGroupAppKey = sUserGroup + sAppKeySegment; sPushAppKey = sPush + sAppKeySegment; sBlobAppKey = sBlob + sAppKeySegment; sRpcAppKey = sRpc + sAppKeySegment; sMessageElement = 'message'; sIOSApsElement = 'iosaps'; sIOSExtrasElement = 'iosextras'; sAndroidPayloadElement = 'androidpayload'; sUsersElement = 'users'; public const cDefaultApiVersion = '3'; cDefaultBaseURL = 'https://baas.kinvey.com/'; // do not localize private FRESTClient: TRESTClient; FRequest: TRESTRequest; FResponse: TRESTResponse; FBaseURL: string; FOwnsResponse: Boolean; FConnectionInfo: TConnectionInfo; FSessionAuthToken: string; FAuthentication: TAuthentication; FDefaultAuthentication: TDefaultAuthentication; procedure SetBaseURL(const Value: string); procedure SetConnectionInfo(const Value: TConnectionInfo); function GetLoggedIn: Boolean; protected function GetActualAuthentication: TAuthentication; function CreateException(const ARequest: TRESTRequest; const AClass: TKinveyAPIErrorClass): EKInveyAPIError; procedure AddAuthParameter; overload; procedure AddAuthParameter(Authentication: TAuthentication); overload; procedure ApplyConnectionInfo; procedure CheckForResponseError(const ARequest: TRESTRequest); overload; procedure CheckForResponseError; overload; procedure CheckForResponseError(AValidStatusCodes: array of Integer); overload; procedure PostObject(const AResource, ABackendCollectionName: string; const AACL, AJSON: TJSONObject; out ANewObject: TObjectID; AReset: Boolean); overload; procedure PostObject(const AResource, ABackendCollectionName: string; const AJSON: TJSONObject; out ANewObject: TObjectID; AReset: Boolean); overload; procedure PutObject(const AResource, ABackendCollectionName, AObjectID: string; const AJSON: TJSONObject; out AObject: TObjectID; AReset: Boolean); overload; procedure PutObject(const AResource, ABackendCollectionName, AObjectID: string; const AACL, AJSON: TJSONObject; out AObject: TObjectID; AReset: Boolean); overload; //function ObjectIDFromObject(const ABackendCollectionName: string; const AJSONObject: TJSONObject): TObjectID; overload; function ObjectIDFromObject(const ABackendCollectionName, AObjectID: string; const AJSONObject: TJSONObject): TObjectID; overload; function FileFromObject(const AFileName: string; const AJSONObject: TJSONObject): TFile; overload; function FileFromObject(const AJSONObject: TJSONObject): TFile; overload; function DeleteObject(const AResource: string; AReset: Boolean): Integer; function FindAppData(const ABackendCollectionName, AObjectID: string; out AFoundObject: TObjectID; const AJSON: TJSONArray; AProc: TFindObjectProc): Boolean; overload; function LoginFromObject(const AUserName: string; const AJSONObject: TJSONObject): TLogin; procedure LoginUser(const AUserName, APassword: string; out ALogin: TLogin; const AJSON: TJSONArray; AProc: TLoginProc); overload; function QueryUserName(const AUserName: string; out AUser: TUser; const AJSON: TJSONArray; AProc: TQueryUserNameProc): Boolean; overload; function UpdatedAtFromObject(const AJSONObject: TJSONObject): TUpdatedAt; function UserFromObject(const AUserName: string; const AJSONObject: TJSONObject): TUser; overload; function UserGroupFromObject(const AUserGroupName: string; const AJSONObject: TJSONObject): TUserGroup; overload; function DeleteOrSuspendUser(const AObjectID: string; ADelete: Boolean): Boolean; function RetrieveUser(const AObjectID: string; out AUser: TUser; const AJSON: TJSONArray; AProc: TRetrieveUserProc): Boolean; overload; procedure QueryResource(const AResource: string; const AQuery: array of string; const AJSONArray: TJSONArray; AReset: Boolean); function RetrieveFile(const AFileID: string; out AFile: TFile; const AJSON: TJSONArray; AProc: TRetrieveFileProc): Boolean; overload; function RetrieveUserGroup(const AObjectID: string; out AUserGroup: TUserGroup; const AJSON: TJSONArray; AProc: TRetrieveUserGroupProc): Boolean; overload; function RetrieveUserGroup(const AObjectID: string; AProc: TRetrieveUserGroupProc): Boolean; overload; procedure InvokeEndpoint(const AEndpointName: string; const AJSONParameters: TJSONObject; AReset: Boolean; ACheckError: Boolean); overload; property RestClient: TRESTClient read FRESTClient; property Request: TRESTRequest read FRequest; public constructor Create(AOwner: TComponent; const AResponse: TRESTResponse = nil); reintroduce; overload; destructor Destroy; override; // Utilities function UserFromObject(const AJSONObject: TJSONObject): TUser; overload; function ObjectIDFromObject(const ABackendCollectionName: string; const AJSONObject: TJSONObject): TObjectID; overload; // Handshake procedure AppHandshake(const AJSONArray: TJSONArray); // Installations procedure PushRegisterDevice(APlatformType: TPlatformType; const ADeviceID, AUserID: string); overload; procedure PushRegisterDevice(APlatformType: TPlatformType; const ADeviceID: string); overload; procedure PushRegisterDevice(APlatformType: TPlatformType; const ADeviceID: string; const AUser: TUser); overload; procedure PushUnregisterDevice(APlatformType: TPlatformType; const ADeviceID, AUserID: string); overload; procedure PushUnregisterDevice(APlatformType: TPlatformType; const ADeviceID: string; const AUser: TUser); overload; procedure PushUnregisterDevice(APlatformType: TPlatformType; const ADeviceID: string); overload; // AppData procedure CreateAppData(const ABackendCollectionName: string; const AACL, AJSON: TJSONObject; out ANewObject: TObjectID); overload; procedure CreateAppData(const ABackendCollectionName: string; const AJSON: TJSONObject; out ANewObject: TObjectID); overload; function FindAppData(const AObject: TObjectID; AProc: TFindObjectProc): Boolean; overload; function FindAppData(const AObject: TObjectID; out AFoundObject: TObjectID; const AJSON: TJSONArray = nil): Boolean; overload; function FindAppData(const ABackendCollectionName, AObjectID: string; AProc: TFindObjectProc): Boolean; overload; function FindAppData(const ABackendCollectionName, AObjectID: string; out AFoundObject: TObjectID; const AJSON: TJSONArray = nil): Boolean; overload; function DeleteAppData(const AObject: TObjectID): Integer; overload; function DeleteAppData(const ABackendCollectionName: string; const AObjectID: string): Integer ;overload; function DeleteAppDataCollection(const ABackendCollectionName: string): Integer; procedure UpdateAppData(const AObject: TObjectID; const AJSONObject: TJSONObject; out AUpdateObject: TObjectID); overload; procedure UpdateAppData(const ABackendCollectionName, AObjectID: string; const AJSONObject: TJSONObject; out AUpdateObject: TObjectID); overload; procedure QueryAppData(const ABackendCollectionName: string; const AQuery: array of string; const AJSONArray: TJSONArray); overload; procedure QueryAppData(const ABackendCollectionName: string; const AQuery: array of string; const AJSONArray: TJSONArray; out AObjects: TArray<TObjectID>); overload; // Files function DeleteFile(const AFile: TFile): Boolean; overload; function DeleteFile(const AFileID: string): Boolean; overload; procedure UploadFile(const AFileName: string; AContentType: string; APublic: Boolean; const AUserFields: TJSONObject; out ANewFile: TFile); overload; procedure UploadFile(const AFileName: string; const AStream: TStream; AContentType: string; APublic: Boolean; const AUserFields: TJSONObject; out ANewFile: TFile); overload; procedure DownloadFile(const AFile: TFile; const AStream: TStream); procedure QueryFiles(const AQuery: array of string; const AJSONArray: TJSONArray); overload; procedure QueryFiles(const AQuery: array of string; const AJSONArray: TJSONArray; out AFiles: TArray<TFile>); overload; function RetrieveFile(const AFile: TFile; AProc: TRetrieveFileProc): Boolean; overload; function RetrieveFile(const AFile: TFile; out AFoundFile: TFile; const AJSON: TJSONArray = nil): Boolean; overload; function RetrieveFile(const AFileID: string; out AFile: TFile; const AJSON: TJSONArray = nil): Boolean; overload; function RetrieveFile(const AFileID: string; AProc: TRetrieveFileProc): Boolean; overload; // User groups procedure CreateUserGroup(const AID: string; const AACL, AUsersAndGroups: TJSONObject; out ANewUserGroup: TUserGroup); overload; procedure CreateUserGroup(const AID: string; const AUsersAndGroups: TJSONObject; out ANewUserGroup: TUserGroup); overload; procedure UpdateUserGroup(const AID: string; const AUsersAndGroups: TJSONObject; out AUpdateObject: TObjectID); overload; procedure UpdateUserGroup(const AUserGroup: TUserGroup; const AUsersAndGroups: TJSONObject; out AUpdateObject: TObjectID); overload; function DeleteUserGroup(const AUserGroup: TUserGroup): Boolean; overload; function DeleteUserGroup(const AID: string): Boolean; overload; function RetrieveUserGroup(const AUserGroup: TUserGroup; AProc: TRetrieveUserGroupProc): Boolean; overload; function RetrieveUserGroup(const AUserGroup: TUserGroup; out AFoundUserGroup: TUserGroup; const AJSON: TJSONArray = nil): Boolean; overload; function RetrieveUserGroup(const AObjectID: string; out AUserGroup: TUserGroup; const AJSON: TJSONArray = nil): Boolean; overload; // Users function QueryUserName(const AUserName: string; AProc: TQueryUserNameProc): Boolean; overload; function QueryUserName(const AUserName: string; out AUser: TUser; const AJSON: TJSONArray = nil): Boolean; overload; function RetrieveUser(const AUser: TUser; AProc: TRetrieveUserProc): Boolean; overload; function RetrieveUser(const AUser: TUser; out AFoundUser: TUser; const AJSON: TJSONArray = nil): Boolean; overload; function RetrieveUser(const AObjectID: string; out AUser: TUser; const AJSON: TJSONArray = nil): Boolean; overload; function RetrieveUser(const AObjectID: string; AProc: TRetrieveUserProc): Boolean; overload; procedure SignupUser(const AUserName, APassword: string; const AUserFields: TJSONObject; out ALogin: TLogin); procedure LoginUser(const AUserName, APassword: string; AProc: TLoginProc); overload; procedure LoginUser(const AUserName, APassword: string; out ALogin: TLogin; const AJSON: TJSONArray = nil); overload; procedure LogoutUser; procedure RestoreSuspendedUser(const AObjectID: string); overload; procedure RestoreSuspendedUser(const AUser: TUser); overload; function RetrieveCurrentUser(AProc: TRetrieveUserProc): Boolean; overload; function RetrieveCurrentUser(out AUser: TUser; const AJSON: TJSONArray = nil): Boolean; overload; procedure UpdateUser(const AObjectID: string; const AUserObject: TJSONObject; out AUpdatedAt: TUpdatedAt); overload; procedure UpdateUser(const AUser: TUser; const AUserObject: TJSONObject; out AUpdatedAt: TUpdatedAt); overload; function DeleteUser(const AObjectID: string): Boolean; overload; function DeleteUser(const AUser: TUser): Boolean; overload; function SuspendUser(const AObjectID: string): Boolean; overload; function SuspendUser(const AUser: TUser): Boolean; overload; procedure QueryUsers(const AQuery: array of string; const AJSONArray: TJSONArray); overload; procedure QueryUsers(const AQuery: array of string; const AJSONArray: TJSONArray; out AUsers: TArray<TUser>); overload; { Endpoints } procedure InvokeCustomEndpoint(const AEndpointName: string; const AJSONParameters: TJSONObject; const AJSONResult: TJSONArray); procedure InvokeEndpoint(const AEndpointName: string; const AJSONParameters: TJSONObject; const AJSONResult: TJSONArray); overload; { Messaging } procedure BroadcastMessage(const AEndpointName: string; const AMessage: string); procedure SendMessage(const AEndpointName: string; AUsers: array of TUser; const AMessage: string); procedure BroadcastPayload(const AEndpointName: string; const AIOSAps, AIOSExtras, AAndroidPayload: TJSONObject); procedure SendPayload(const AEndpointName: string; AUsers: array of TUser; const AIOSAps, AIOSExtras, AAndroidPayload: TJSONObject); overload; procedure SendPayload(const AEndpointName: string; AUsers: array of string; const AIOSAps, AIOSExtras, AAndroidPayload: TJSONObject); overload; procedure Login(const ASessionAuthToken: string); overload; procedure Login(const ALogin: TLogin); overload; procedure Logout; property LoggedIn: Boolean read GetLoggedIn; property Authentication: TAuthentication read FAuthentication write FAuthentication; property DefaultAuthentication: TDefaultAuthentication read FDefaultAuthentication write FDefaultAuthentication; property Response: TRESTResponse read FResponse; property BaseURL: string read FBaseURL write SetBaseURL; property ConnectionInfo: TConnectionInfo read FConnectionInfo write SetConnectionInfo; end; EKinveyDuplicateUser = class(EKinveyAPIError); EKinveyFileNotFound = class(EKinveyAPIError); implementation uses System.Rtti, REST.JSON.Types, REST.Consts, REST.Backend.Consts, System.TypInfo; procedure CheckObjectID(const AObjectID: string); begin if AObjectID = '' then raise EKinveyAPIError.Create(sObjectIDRequired); end; procedure CheckAuthToken(const AAuthToken: string); begin if AAuthToken = '' then raise EKinveyAPIError.Create(sAuthTokenRequired); end; procedure CheckBackendCollectionName(const ABackendCollectionName: string); begin if ABackendCollectionName = '' then raise EKinveyAPIError.Create(sBackendCollectionNameRequired); end; procedure CheckJSONObject(const AJSON: TJSONObject); begin if AJSON = nil then raise EKinveyAPIError.Create(sJSONObjectRequired); end; { TKinveyApi } // GET /appdata/:appKey // Host: baas.kinvey.com // Authorization: [Basic Auth with app credentials] procedure TKinveyApi.AppHandshake(const AJSONArray: TJSONArray); begin FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmGET; FRequest.Resource := sDataStoreAppKey; AddAuthParameter(TAuthentication.AppSecret); FRequest.Execute; CheckForResponseError; if Assigned(AJSONArray) then AJSONArray.AddElement(FRequest.Response.JSONValue.Clone as TJSONObject); end; const Codes64 = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/'; Pad = '='; function EncodeBytes64(asBytes: TArray<Byte>): string; var bitIdx, Count, Data, I, Remainder: Integer; begin bitIdx := 0; Remainder := 0; Count := Length(asBytes); for I := 0 to Count - 1 do begin Data := Ord(asBytes[I]); Remainder := (Remainder shl 8) or Data; bitIdx := bitIdx + 8; while bitIdx >= 6 do begin bitIdx := bitIdx - 6; Data := Remainder div (1 shl bitIdx); Remainder := Remainder mod (1 shl bitIdx); Result := Result + Codes64.Chars[Data]; end; end; if bitIdx > 0 then begin Data := Remainder shl (6 - bitIdx); Result := Result + Codes64.Chars[Data]; end; case Count mod 3 of 1: Result := Result + Pad + Pad; 2: Result := Result + Pad; end; end; function Encode64(Str: string): string; begin Result := EncodeBytes64(TEncoding.UTF8.GetBytes(Str)); end; procedure TKinveyApi.ApplyConnectionInfo; begin FRESTClient.Params.AddHeader('X-Kinvey-API-Version', FConnectionInfo.ApiVersion); // do not localize FRESTClient.Params.AddUrlSegment(sAppKey, FConnectionInfo.AppKey); FRESTClient.ProxyPort := FConnectionInfo.ProxyPort; FRESTClient.ProxyPassword := FConnectionInfo.ProxyPassword; FRESTClient.ProxyUsername := FConnectionInfo.ProxyUsername; FRESTClient.ProxyServer := FConnectionInfo.ProxyServer; end; // Invoke custom endpoint to broadcast a message, such as: (* function onRequest(request, response, modules){ var message = request.body.message; var push = modules.push; push.broadcastMessage(message); response.complete( 200 ); } *) procedure TKinveyApi.BroadcastMessage(const AEndpointName, AMessage: string); var LJSONObject: TJSONObject; begin LJSONObject := TJSONObject.Create; try LJSONObject.AddPair(sMessageElement, AMessage); InvokeCustomEndPoint(AEndpointName, LJSONObject, nil); finally LJSONObject.Free; end; end; // Invoke custom endpoint to broadcast a payload, such as: (* function onRequest(request, response, modules){ var iosaps = request.body.iosaps; var iosextras = request.body.iosextras; var androidpayload = request.body.androidpayload; var push = modules.push; push.broadcastPayload(iosaps, iosextras, androidpayload); response.complete( 200 ); } *) procedure TKinveyApi.BroadcastPayload(const AEndpointName: string; const AIOSAps, AIOSExtras, AAndroidPayload: TJSONObject); var LJSONObject: TJSONObject; begin LJSONObject := TJSONObject.Create; try if AIOSAps <> nil then LJSONObject.AddPair(sIOSApsElement, AIOSAps.Clone as TJSONObject); if AIOSExtras <> nil then LJSONObject.AddPair(sIOSExtrasElement, AIOSExtras.Clone as TJSONObject); if AAndroidPayload <> nil then LJSONObject.AddPair(sAndroidPayloadElement, AAndroidPayload.Clone as TJSONObject); InvokeCustomEndPoint(AEndpointName, LJSONObject, nil); finally LJSONObject.Free; end; end; // Invoke custom endpoint to send a message, such as: (* function onRequest(request, response, modules){ var users = request.body.users; var message = request.body.message; var push = modules.push; push.sendMessage(users, message); response.complete( 200 ); } *) procedure TKinveyApi.SendMessage(const AEndpointName: string; AUsers: array of TUser; const AMessage: string); var LJSONObject: TJSONObject; LJSONArray: TJSONArray; LUser: TUser; begin LJSONObject := TJSONObject.Create; try LJSONArray := TJSONArray.Create; LJSONObject.AddPair(sUsersElement, LJSONArray); for LUser in AUsers do begin Assert(LUser.FObjectID <> ''); if LUser.FObjectID <> '' then LJSONArray.Add(LUser.FObjectID); end; LJSONObject.AddPair(sMessageElement, AMessage); InvokeCustomEndPoint(AEndpointName, LJSONObject, nil); finally LJSONObject.Free; end; end; // Invoke custom endpoint to send a payload, such as: (* function onRequest(request, response, modules){ var users = request.body.users; var iosaps = request.body.iosaps; var iosextras = request.body.iosextras; var androidpayload = request.body.androidpayload; var push = modules.push; push.sendPayload(users, iosaps, iosextras, androidpayload); response.complete( 200 ); } *) procedure TKinveyApi.SendPayload(const AEndpointName: string; AUsers: array of TUser; const AIOSAps, AIOSExtras, AAndroidPayload: TJSONObject); var LUsers: TStrings; LUser: TUser; begin LUsers := TStringList.Create; try for LUser in AUsers do begin Assert(LUser.FObjectID <> ''); if LUser.FObjectID <> '' then LUsers.Add(LUser.FObjectID); end; SendPayload(AEndpointName, LUsers.ToStringArray, AIOSAps, AIOSExtras, AAndroidPayload); finally LUsers.Free; end; end; procedure TKinveyApi.SendPayload(const AEndpointName: string; AUsers: array of string; const AIOSAps, AIOSExtras, AAndroidPayload: TJSONObject); var LJSONObject: TJSONObject; LJSONArray: TJSONArray; LUser: string; begin LJSONObject := TJSONObject.Create; try LJSONArray := TJSONArray.Create; LJSONObject.AddPair(sUsersElement, LJSONArray); for LUser in AUsers do begin Assert(LUser <> ''); if LUser <> '' then LJSONArray.Add(LUser); end; if AIOSAps <> nil then LJSONObject.AddPair(sIOSApsElement, AIOSAps.Clone as TJSONObject); if AIOSExtras <> nil then LJSONObject.AddPair(sIOSExtrasElement, AIOSExtras.Clone as TJSONObject); if AAndroidPayload <> nil then LJSONObject.AddPair(sAndroidPayloadElement, AAndroidPayload.Clone as TJSONObject); InvokeCustomEndPoint(AEndpointName, LJSONObject, nil); finally LJSONObject.Free; end; end; function TKinveyApi.GetActualAuthentication: TAuthentication; var LAuthentication: TAuthentication; begin LAuthentication := FAuthentication; if LAuthentication = TAuthentication.Default then case FDefaultAuthentication of TDefaultAuthentication.MasterSecret: LAuthentication := TAuthentication.MasterSecret; TDefaultAuthentication.UserName: LAuthentication := TAuthentication.UserName; TKinveyApi.TDefaultAuthentication.Session: LAuthentication := TAuthentication.Session; TKinveyApi.TDefaultAuthentication.None: LAuthentication := TAuthentication.None; else Assert(False); end; Result := LAuthentication; end; procedure TKinveyApi.AddAuthParameter; var LAuthentication: TAuthentication; begin LAuthentication := GetActualAuthentication; case LAuthentication of TKinveyApi.TAuthentication.UserName, TKinveyApi.TAuthentication.MasterSecret, TKinveyApi.TAuthentication.AppSecret, TKinveyApi.TAuthentication.Session: AddAuthParameter(LAuthentication); TKinveyApi.TAuthentication.None: ; else Assert(False); end; end; procedure TKinveyApi.AddAuthParameter(Authentication: TAuthentication); var LCredentials: String; begin case Authentication of TAuthentication.AppSecret: begin if FConnectionInfo.AppKey = '' then raise EKinveyAPIError.Create(sAppKeyRequired); if FConnectionInfo.AppSecret = '' then raise EKinveyAPIError.Create(sAppSecretRequired); LCredentials := 'Basic ' + Encode64(FConnectionInfo.AppKey + ':' + FConnectionInfo.AppSecret); // Do not localize end; TAuthentication.MasterSecret: begin if FConnectionInfo.AppKey = '' then raise EKinveyAPIError.Create(sAppKeyRequired); if FConnectionInfo.MasterSecret = '' then raise EKinveyAPIError.Create(sMasterSecretRequired); LCredentials := 'Basic ' + Encode64(FConnectionInfo.AppKey + ':' + FConnectionInfo.MasterSecret); // Do not localize end; TAuthentication.UserName: begin if FConnectionInfo.UserName = '' then raise EKinveyAPIError.Create(sUserNameRequired); LCredentials := 'Basic ' + Encode64(FConnectionInfo.UserName + ':' + FConnectionInfo.Password); // Do not localize end; TAuthentication.Session: begin if FSessionAuthToken = '' then raise EKinveyAPIError.Create(sAuthTokenRequired); LCredentials := 'Kinvey ' + FSessionAuthToken; // Do not localize end; else Assert(False); end; if LCredentials <> '' then FRequest.AddAuthParameter(HTTP_HEADERFIELD_AUTH, LCredentials, TRESTRequestParameterKind.pkHTTPHEADER, [TRESTRequestParameterOption.poDoNotEncode]); end; procedure TKinveyApi.CheckForResponseError; begin CheckForResponseError(FRequest); end; function TKinveyApi.CreateException(const ARequest: TRESTRequest; const AClass: TKinveyAPIErrorClass): EKinveyAPIError; var LError: string; LDescription: string; LJSONError: TJSONValue; LJSONDescription: TJSONValue; begin if ARequest.Response.JSONValue <> nil then begin LJSONError := (ARequest.Response.JSONValue as TJSONObject).GetValue('error'); // Do not localize if LJSONError <> nil then LError := LJSONError.Value; LJSONDescription := (ARequest.Response.JSONValue as TJSONObject).GetValue('description'); // Do not localize if LJSONDescription <> nil then LDescription := LJSONDescription.Value; if (LJSONError <> nil) and (LJSONDescription <> nil) then Result := AClass.Create(LError, LDescription) else if LJSONDescription <> nil then Result := AClass.Create(LDescription) else if LJSONError <> nil then Result := AClass.Create(LError) else Result := AClass.Create(ARequest.Response.Content); end else Result := AClass.Create(ARequest.Response.Content); end; procedure TKinveyApi.CheckForResponseError(const ARequest: TRESTRequest); begin if ARequest.Response.StatusCode >= 300 then raise CreateException(ARequest, EKinveyAPIError); end; procedure TKinveyApi.CheckForResponseError(AValidStatusCodes: array of Integer); var LCode: Integer; LResponseCode: Integer; begin LResponseCode := FRequest.Response.StatusCode; for LCode in AValidStatusCodes do if LResponseCode = LCode then Exit; // Code is valid, exit with no exception CheckForResponseError; end; constructor TKinveyApi.Create(AOwner: TComponent; const AResponse: TRESTResponse); begin inherited Create(AOwner); FRESTClient := TRESTClient.Create(nil); FRESTClient.SynchronizedEvents := False; FRequest := TRESTRequest.Create(nil); FRequest.SynchronizedEvents := False; FRequest.Client := FRESTClient; FOwnsResponse := AResponse = nil; if FOwnsResponse then FResponse := TRESTResponse.Create(nil) else FResponse := AResponse; FRequest.Response := FResponse; SetBaseURL(cDefaultBaseURL); FConnectionInfo := TConnectionInfo.Create(cDefaultApiVersion, ''); ApplyConnectionInfo; end; // POST /appdata/:appKey/:collectionName HTTP/1.1 // Host: baas.kinvey.com // Authorization: [user credentials] // Content-Type: application/json // // <JSON-Document-representing-Entity> procedure TKinveyApi.CreateAppData(const ABackendCollectionName: string; const AJSON: TJSONObject; out ANewObject: TObjectID); begin CreateAppData(ABackendCollectionName, nil, AJSON, ANewObject); end; procedure TKinveyApi.CreateAppData(const ABackendCollectionName: string; const AACL, AJSON: TJSONObject; out ANewObject: TObjectID); begin PostObject(sDataStoreAppKey, ABackendCollectionName, AACL, AJSON, ANewObject, True) end; function TKinveyApi.DeleteAppData(const AObject: TObjectID): Integer; begin Result := DeleteAppData(AObject.BackendCollectionName, AObject.ObjectID); end; // DELETE /appdata/:appKey/:collectionName/?query=... HTTP/1.1 // Host: baas.kinvey.com // X-Kinvey-API-Version: 2 // Authorization: [user credentials] // HTTP/1.1 200 OK // Content-Type: application/json // // { // "count": 5 // } function TKinveyApi.DeleteAppData(const ABackendCollectionName, AObjectID: string): Integer; begin CheckBackendCollectionName(ABackendCollectionName); CheckObjectID(AObjectID); FRequest.ResetToDefaults; AddAuthParameter; Result := DeleteObject(sDataStoreAppKey + '/' + ABackendCollectionName + '/' + AObjectID, False); end; // POST /rpc/:appKey/remove-collection HTTP/1.1 // Host: baas.kinvey.com // Content-Type: application/json // Authorization: [master credentials] // X-Kinvey-API-Version: 2 // X-Kinvey-Delete-Entire-Collection: true // // { // "collectionName": "your-collection-name" // } function TKinveyApi.DeleteAppDataCollection(const ABackendCollectionName: string): Integer; var LJSON: TJSONObject; LDeleted: Boolean; LResponse: TJSONObject; begin LJSON := TJSONObject.Create; try LJSON.AddPair('collectionName', ABackendCollectionName); // Do not localize FRequest.ResetToDefaults; AddAuthParameter(TAuthentication.MasterSecret); FRequest.Params.AddHeader('X-Kinvey-Delete-Entire-Collection', 'true'); // Do not localize InvokeEndpoint('remove-collection', LJSON, False, False); // Do not localize CheckForResponseError([404]); LDeleted := FRequest.Response.StatusCode <> 404; if LDeleted then begin LResponse := FRequest.Response.JSONValue as TJSONObject; Result := StrToInt(LResponse.GetValue('count').Value) // Do not localize end else Result := -1; finally LJSON.Free; end; end; function TKinveyApi.DeleteObject(const AResource: string; AReset: Boolean): Integer; var ObjectDeleted: Boolean; LResponse: TJSONObject; begin Assert(AResource <> ''); if AReset then begin FRequest.ResetToDefaults; AddAuthParameter; end; FRequest.Method := TRESTRequestMethod.rmDELETE; FRequest.Resource := AResource; FRequest.Execute; CheckForResponseError([404]); ObjectDeleted := FRequest.Response.StatusCode <> 404; if ObjectDeleted then begin LResponse := FRequest.Response.JSONValue as TJSONObject; Result := StrToInt(LResponse.GetValue('count').Value) // Do not localize end else Result := -1; end; destructor TKinveyApi.Destroy; begin FRESTClient.Free; FRequest.Free; if FOwnsResponse then FResponse.Free; inherited; end; function TKinveyApi.FindAppData(const AObject: TObjectID; AProc: TFindObjectProc): Boolean; begin Result := FindAppData(AObject.BackendCollectionName, AObject.ObjectID, AProc); end; function TKinveyApi.FindAppData(const AObject: TObjectID; out AFoundObject: TObjectID; const AJSON: TJSONArray = nil): Boolean; begin Result := FindAppData(AObject.BackendCollectionName, AObject.ObjectID, AFoundObject, AJSON, nil); end; function TKinveyApi.FindAppData(const ABackendCollectionName, AObjectID: string; out AFoundObject: TObjectID; const AJSON: TJSONArray = nil): Boolean; begin Result := FindAppData(ABackendCollectionName, AObjectID, AFoundObject, AJSON, nil); end; function TKinveyApi.FindAppData(const ABackendCollectionName, AObjectID: string; AProc: TFindObjectProc): Boolean; var LObject: TObjectID; begin Result := FindAppData(ABackendCollectionName, AObjectID, LObject, nil, AProc); end; // GET /appdata/:appKey/:collectionName/:id HTTP/1.1 // Host: baas.kinvey.com // Authorization: [user credentials] function TKinveyApi.FindAppData(const ABackendCollectionName, AObjectID: string; out AFoundObject: TObjectID; const AJSON: TJSONArray; AProc: TFindObjectProc): Boolean; var LResponse: TJSONObject; begin CheckBackendCollectionName(ABackendCollectionName); CheckObjectID(AObjectID); Assert(Assigned(AProc)); Result := False; FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmGET; FRequest.Resource := sDataStoreAppKey + '/' + ABackendCollectionName + '/' + AObjectID; AddAuthParameter; FRequest.Execute; CheckForResponseError([404]); // 404 = not found if FRequest.Response.StatusCode <> 404 then begin Result := True; LResponse := FRequest.Response.JSONValue as TJSONObject; AFoundObject := ObjectIDFromObject(ABackendCollectionName, LResponse); if Assigned(AJSON) then AJSON.AddElement(LResponse.Clone as TJSONObject); if Assigned(AProc) then AProc(AFoundObject, LResponse); end; end; function TKinveyApi.GetLoggedIn: Boolean; begin Result := FSessionAuthToken <> ''; end; procedure TKinveyApi.InvokeCustomEndpoint(const AEndpointName: string; const AJSONParameters: TJSONObject; const AJSONResult: TJSONArray); begin InvokeEndPoint('custom/' + AEndpointName, AJSONParameters, AJSONResult); // Do not localize end; procedure TKinveyApi.InvokeEndpoint(const AEndpointName: string; const AJSONParameters: TJSONObject; const AJSONResult: TJSONArray); begin InvokeEndPoint(AEndpointName, AJSONParameters, True, True); if AJSONResult <> nil then AJSONResult.AddElement((FRequest.Response.JSONValue as TJSONObject).Clone as TJSONObject); end; procedure TKinveyApi.InvokeEndpoint(const AEndpointName: string; const AJSONParameters: TJSONObject; AReset: Boolean; ACheckError: Boolean); begin if AReset then begin FRequest.ResetToDefaults; AddAuthParameter; end; FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sRpcAppKey + '/' + AEndpointName; if AJSONParameters <> nil then FRequest.AddBody(AJSONParameters); FRequest.Execute; if ACheckError then CheckForResponseError; end; function TKinveyApi.ObjectIDFromObject(const ABackendCollectionName: string; const AJSONObject: TJSONObject): TObjectID; begin Result := ObjectIDFromObject(ABackendCollectionName, AJSONObject.GetValue('_id').Value, AJSONObject); // Do not localize end; function TKinveyApi.ObjectIDFromObject(const ABackendCollectionName, AObjectID: string; const AJSONObject: TJSONObject): TObjectID; var LInnerJSONObject: TJSONObject; begin Result := TObjectID.Create(ABackendCollectionName, AObjectID); LInnerJSONObject := AJSONObject.GetValue('_kmd') as TJSONObject; // Do not localize if LInnerJSONObject.GetValue(sDateCreated) <> nil then Result.FCreatedAt := TJSONDates.AsDateTime(LInnerJSONObject.GetValue(sDateCreated), TJSONDates.TFormat.ISO8601, cDateTimeIsUTC); if LInnerJSONObject.GetValue(sDateUpdated) <> nil then Result.FUpdatedAt := TJSONDates.AsDateTime(LInnerJSONObject.GetValue(sDateUpdated), TJSONDates.TFormat.ISO8601, cDateTimeIsUTC); end; function TKinveyApi.FileFromObject(const AFileName: string; const AJSONObject: TJSONObject): TFile; var LJSONValue: TJSONValue; LID: string; begin LJSONValue := AJSONObject.GetValue('_id'); // Do not localize if LJSONValue <> nil then LID := LJSONValue.Value; Result := TFile.Create(LID); Result.FFileName := AFileName; LJSONValue := AJSONObject.GetValue('_downloadURL'); // Do not localize if LJSONValue <> nil then Result.FDownloadURL := LJSONValue.Value; LJSONValue := AJSONObject.GetValue('_expiresAt'); // Do not localize if LJSONValue <> nil then Result.FExpiresAt := TJSONDates.AsDateTime(LJSONValue, TJSONDates.TFormat.ISO8601, cDateTimeIsUTC); end; function TKinveyApi.FileFromObject(const AJSONObject: TJSONObject): TFile; var LJSONValue: TJSONValue; LFileName: string; begin LJSONValue := AJSONObject.GetValue('_filename'); // Do not localize if LJSONValue <> nil then LFileName := LJSONValue.Value; Result := FileFromObject(LFileName, AJSONObject); end; procedure TKinveyApi.Login(const ASessionAuthToken: string); begin FSessionAuthToken := ASessionAuthToken; FAuthentication := TAuthentication.Session; end; procedure TKinveyApi.Login(const ALogin: TLogin); begin Login(ALogin.AuthToken); end; function TKinveyApi.LoginFromObject(const AUserName: string; const AJSONObject: TJSONObject): TLogin; var LUser: TUser; LAuthToken: string; LInnerJSONObject: TJSONObject; LJSONValue: TJSONValue; begin LUser := UserFromObject(AUserName, AJSONObject); LInnerJSONObject := AJSONObject.GetValue('_kmd') as TJSONObject; // Do not localize Assert(LInnerJSONObject <> nil); LJSONValue := nil; if LInnerJSONObject <> nil then LJSONValue := LInnerJSONObject.GetValue('authtoken'); // Do not localize Assert(LJSONValue <> nil); if LJSONValue <> nil then LAuthToken := LJSONValue.Value; Assert(LAuthToken <> ''); Result := TLogin.Create(LAuthToken, LUser); end; function TKinveyApi.UpdatedAtFromObject(const AJSONObject: TJSONObject): TUpdatedAt; var LUpdatedAt: TDateTime; begin if AJSONObject.GetValue(sDateUpdated) <> nil then LUpdatedAt := TJSONDates.AsDateTime(AJSONObject.GetValue(sDateUpdated), TJSONDates.TFormat.ISO8601, DateTimeIsUTC) else LUpdatedAt := 0; Result := TUpdatedAt.Create(LUpdatedAt); end; procedure TKinveyApi.UpdateUser(const AUser: TUser; const AUserObject: TJSONObject; out AUpdatedAt: TUpdatedAt); begin UpdateUser(AUser.ObjectID, AUserObject, AUpdatedAt); end; function TKinveyApi.UserFromObject(const AUserName: string; const AJSONObject: TJSONObject): TUser; var LInnerJSONObject: TJSONObject; LJSONValue: TJSONValue; begin Result := TUser.Create(AUserName); LJSONValue := AJSONObject.GetValue('_id'); // Do not localize if LJSONValue <> nil then Result.FObjectID := LJSONValue.Value; Assert(Result.FObjectID <> ''); LInnerJSONObject := AJSONObject.GetValue('_kmd') as TJSONObject; // Do not localize Assert(LInnerJSONObject <> nil); if LInnerJSONObject.GetValue(sDateCreated) <> nil then Result.FCreatedAt := TJSONDates.AsDateTime(LInnerJSONObject.GetValue(sDateCreated), TJSONDates.TFormat.ISO8601, DateTimeIsUTC); if LInnerJSONObject.GetValue(sDateUpdated) <> nil then Result.FUpdatedAt := TJSONDates.AsDateTime(LInnerJSONObject.GetValue(sDateUpdated), TJSONDates.TFormat.ISO8601, DateTimeIsUTC); end; function TKinveyApi.UserGroupFromObject(const AUserGroupName: string; const AJSONObject: TJSONObject): TUserGroup; var LInnerJSONObject: TJSONObject; LJSONValue: TJSONValue; begin LJSONValue := AJSONObject.GetValue('_id'); // Do not localize if LJSONValue <> nil then Result.FObjectID := LJSONValue.Value; Assert(Result.FObjectID <> ''); LInnerJSONObject := AJSONObject.GetValue('_kmd') as TJSONObject; // Do not localize Assert(LInnerJSONObject <> nil); if LInnerJSONObject.GetValue(sDateCreated) <> nil then Result.FCreatedAt := TJSONDates.AsDateTime(LInnerJSONObject.GetValue(sDateCreated), TJSONDates.TFormat.ISO8601, DateTimeIsUTC); if LInnerJSONObject.GetValue(sDateUpdated) <> nil then Result.FUpdatedAt := TJSONDates.AsDateTime(LInnerJSONObject.GetValue(sDateUpdated), TJSONDates.TFormat.ISO8601, DateTimeIsUTC); end; function TKinveyApi.UserFromObject(const AJSONObject: TJSONObject): TUser; var LUserName: string; begin if AJSONObject.GetValue('username') <> nil then // Do not localize LUserName := AJSONObject.GetValue('username').Value; // Do not localize Assert(LUserName <> ''); Result := UserFromObject(LUserName, AJSONObject); end; procedure TKinveyApi.PostObject(const AResource, ABackendCollectionName: string; const AJSON: TJSONObject; out ANewObject: TObjectID; AReset: Boolean); begin PostObject(AResource, ABackendCollectionName, nil, AJSON, ANewObject, AReset); end; procedure TKinveyApi.PostObject(const AResource, ABackendCollectionName: string; const AACL, AJSON: TJSONObject; out ANewObject: TObjectID; AReset: Boolean); var LResponse: TJSONObject; LJSON: TJSONObject; begin CheckJSONObject(AJSON); // NEW : POST if AReset then begin FRequest.ResetToDefaults; AddAuthParameter; end; LJSON := nil; try if (AACL <> nil) and (AJSON <> nil) then begin LJSON := AJSON.Clone as TJSONObject; LJSON.AddPair('_acl', AACL.Clone as TJSONObject); // Do not localize end else if AACL <> nil then LJSON := AACL else LJSON := AJSON; FRequest.Method := TRESTRequestMethod.rmPOST; if ABackendCollectionName <> '' then FRequest.Resource := AResource + '/' + ABackendCollectionName else FRequest.Resource := AResource; FRequest.AddBody(LJSON); FRequest.Execute; CheckForResponseError; LResponse := FRequest.Response.JSONValue as TJSONObject; ANewObject := ObjectIDFromObject(ABackendCollectionName, LResponse); finally if (LJSON <> AACL) and (LJSON <> AJSON) then LJSON.Free; end; end; procedure TKinveyApi.PutObject(const AResource, ABackendCollectionName, AObjectID: string; const AJSON: TJSONObject; out AObject: TObjectID; AReset: Boolean); begin PutObject(AResource, ABackendCollectionName, AObjectID, nil, AJSON, AObject, AReset); end; procedure TKinveyApi.PutObject(const AResource, ABackendCollectionName, AObjectID: string; const AACL, AJSON: TJSONObject; out AObject: TObjectID; AReset: Boolean); var LResponse: TJSONObject; LJSON: TJSONObject; begin CheckJSONObject(AJSON); if AReset then begin FRequest.ResetToDefaults; AddAuthParameter; end; LJSON := nil; try if (AACL <> nil) and (AJSON <> nil) then begin LJSON := AJSON.Clone as TJSONObject; LJSON.AddPair('_acl', AACL.Clone as TJSONObject); // Do not localize end else if AACL <> nil then LJSON := AACL else LJSON := AJSON; FRequest.Method := TRESTRequestMethod.rmPUT; if ABackendCollectionName <> '' then FRequest.Resource := AResource+ '/' + ABackendCollectionName + '/' + AObjectID else FRequest.Resource := AResource+ '/' + AObjectID; FRequest.AddBody(LJSON); FRequest.Execute; CheckForResponseError; LResponse := FRequest.Response.JSONValue as TJSONObject; AObject := ObjectIDFromObject(ABackendCollectionName, AObjectID, LResponse); finally if (LJSON <> AACL) and (LJSON <> AJSON) then LJSON.Free; end; end; procedure TKinveyApi.SetBaseURL(const Value: string); begin FBaseURL := Value; FRESTClient.BaseURL := Value; end; procedure TKinveyApi.SetConnectionInfo(const Value: TConnectionInfo); begin FConnectionInfo := Value; ApplyConnectionInfo; end; procedure TKinveyApi.UpdateAppData(const AObject: TObjectID; const AJSONObject: TJSONObject; out AUpdateObject: TObjectID); begin UpdateAppData(AObject.BackendCollectionName, AObject.ObjectID, AJSONObject, AUpdateObject); end; // PUT /appdata/:appKey/:collectionName/:id HTTP/1.1 // Host: baas.kinvey.com // Authorization: [user credentials] // Content-Type: application/json // // <JSON-Document-representing-Entity> procedure TKinveyApi.UpdateAppData(const ABackendCollectionName, AObjectID: string; const AJSONObject: TJSONObject; out AUpdateObject: TObjectID); begin CheckBackendCollectionName(ABackendCollectionName); CheckObjectID(AObjectID); FRequest.ResetToDefaults; AddAuthParameter; PutObject(sDataStoreAppKey, ABackendCollectionName, AObjectID, AJSONObject, AUpdateObject, False); end; function PlatformTypeToString(ADeviceType: TKinveyAPI.TPlatformType): string; begin case ADeviceType of TKinveyAPI.TPlatformType.Android: Result := 'android'; // Do not localize TKinveyAPI.TPlatformType.IOS: Result := 'ios'; // Do not localize else Assert(False); end; end; //POST /push/:appKey/register-device HTTP/1.1 //Host: baas.kinvey.com //Authorization: [master credentials] //Content-Type: application/json // //{ // 'platform': 'ios', // 'deviceId': 'device ID goes here', // 'userId': '5058c666474f050906000001' //} procedure TKinveyApi.PushRegisterDevice(APlatformType: TPlatformType; const ADeviceID, AUserID: string); var LJSONObject : TJSONObject; begin FRequest.ResetToDefaults; if AUserId <> '' then AddAuthParameter(TAuthentication.MasterSecret) else AddAuthParameter(TAuthentication.UserName); FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sPushAppKey + '/' + sRegisterDevice; LJSONObject:= TJSONObject.Create; try LJSONObject.AddPair( 'platform', PlatformTypeToString(APlatformType)); // Do not localize LJSONObject.AddPair( 'deviceId', ADeviceID ); // Do not localize if AUserId <> '' then LJSONObject.AddPair( 'userId', AUserId ); // Do not localize FRequest.AddBody(LJSONObject); finally LJSONObject.Free; end; FRequest.Execute; if FRequest.Response.StatusCode >= 300 then raise EKinveyAPIError.Create(FRequest.Response.StatusText); end; procedure TKinveyApi.PushRegisterDevice(APlatformType: TPlatformType; const ADeviceID: string); begin PushRegisterDevice(APlatformType, ADeviceID, ''); end; procedure TKinveyApi.PushRegisterDevice(APlatformType: TPlatformType; const ADeviceID: string; const AUser: TUser); begin PushRegisterDevice(APlatformType, ADeviceID, AUser.ObjectID); end; // //POST /push/:appKey/unregister-device HTTP/1.1 //Host: baas.kinvey.com //Authorization: [master credentials] //Content-Type: application/json // //{ // 'platform': 'ios', // 'deviceId': 'device ID goes here', // 'userId': '5058c666474f050906000001' //} procedure TKinveyApi.PushUnregisterDevice(APlatformType: TPlatformType; const ADeviceID, AUserID: string); var LJSONObject : TJSONObject; begin FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sPushAppKey + '/' + sUnRegisterDevice; if AUserId <> '' then AddAuthParameter(TAuthentication.MasterSecret) else AddAuthParameter(TAuthentication.UserName); LJSONObject:= TJSONObject.Create; try LJSONObject.AddPair( 'platform', PlatformTypeToString(APlatformType)); // Do not localize LJSONObject.AddPair( 'deviceId', ADeviceID ); // Do not localize if AUserId <> '' then LJSONObject.AddPair( 'userId', AUserId ); // Do not localize FRequest.AddBody(LJSONObject); finally LJSONObject.Free; end; FRequest.Execute; if FRequest.Response.StatusCode >= 300 then raise EKinveyAPIError.Create(FRequest.Response.StatusText); end; procedure TKinveyApi.PushUnregisterDevice(APlatformType: TPlatformType; const ADeviceID: string); begin PushUnregisterDevice(APlatformType, ADeviceID, ''); end; procedure TKinveyApi.PushUnregisterDevice(APlatformType: TPlatformType; const ADeviceID: string; const AUser: TUser); begin PushUnregisterDevice(APlatformType, ADeviceID, AUser.ObjectID); end; procedure TKinveyApi.QueryAppData(const ABackendCollectionName: string; const AQuery: array of string; const AJSONArray: TJSONArray; out AObjects: TArray<TObjectID>); var LJSONValue: TJSONValue; LList: TList<TObjectID>; LObjectID: TObjectID; begin QueryAppData(ABackendCollectionName, AQuery, AJSONArray); LList := TList<TObjectID>.Create; try for LJSONValue in AJSONArray do begin if LJSONValue is TJSONObject then begin LObjectID := ObjectIDFromObject(ABackendCollectionName, TJSONObject(LJSONValue)); LList.Add(LObjectID); end else raise EKinveyAPIError.Create(sJSONObjectExpected); end; AObjects := LList.ToArray; finally LList.Free; end; end; procedure TKinveyApi.QueryResource(const AResource: string; const AQuery: array of string; const AJSONArray: TJSONArray; AReset: Boolean); var LRoot: TJSONArray; S: String; I: Integer; LTrim: string; LJSONValue: TJSONValue; begin if AReset then begin FRequest.ResetToDefaults; AddAuthParameter; end; FRequest.Method := TRESTRequestMethod.rmGET; FRequest.Resource := AResource; for S in AQuery do begin LTrim := Trim(S); if LTrim = '' then continue; I := LTrim.IndexOf('='); if I > 0 then FRequest.AddParameter(S.Substring(0, I).Trim, S.Substring(I+1).Trim); end; FRequest.Execute; CheckForResponseError([404]); // 404 = not found if AJSONArray <> nil then if FRequest.Response.StatusCode <> 404 then begin LRoot := FRequest.Response.JSONValue as TJSONArray; for LJSONValue in LRoot do AJSONArray.AddElement(TJSONValue(LJSONValue.Clone)) end; end; procedure TKinveyApi.QueryAppData(const ABackendCollectionName: string; const AQuery: array of string; const AJSONArray: TJSONArray); var LResource: string; begin CheckBackendCollectionName(ABackendCollectionName); FRequest.ResetToDefaults; AddAuthParameter; LResource := sDataStoreAppKey + '/' + ABackendCollectionName + '/'; QueryResource(LResource, AQuery, AJSONArray, False); end; function TKinveyApi.DeleteFile(const AFile: TFile): Boolean; begin Result := DeleteFile(AFile.ID); end; function TKinveyApi.DeleteFile(const AFileID: string): Boolean; begin FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmDELETE; FRequest.Resource := sBlob + '/' + FConnectionInfo.AppKey + '/{fileId}'; // Do not localize FRequest.AddParameter( 'fileId', AFileID, TRESTRequestParameterKind.pkURLSEGMENT ); // Do not localize AddAuthParameter; FRequest.Execute; CheckForResponseError([404]); Result := FRequest.Response.StatusCode <> 404 end; procedure TKinveyApi.DownloadFile(const AFile: TFile; const AStream: TStream); var LDownloadURL : string; LRequest : TRESTRequest; LClient : TRESTClient; LResponseObject: TJSONObject; LJSONValue: TJSONValue; begin /// downloading files from kiney needs two steps: /// /// (1) sending an "download-request" to kinvey /// this step justs requests an download-url /// where the actual file-content can be /// downloaded from. this first step /does not/ /// contain the content of the file. /// /// (2) receiving the actual file-content from /// the download-url received in step #1 /// /// ** please note: currently (2014) kinvey makes /// use of "GoogleCloudStorage" for file-storage FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmGET; FRequest.Resource := sBlobAppKey + '/{fileId}'; // Do not localize FRequest.AddParameter( 'fileId', AFile.ID, TRESTRequestParameterKind.pkURLSEGMENT ); // Do not localize AddAuthParameter; FRequest.Execute; // a very common exception can be "404 - file not found" if FRequest.Response.StatusCode = 404 then raise CreateException(FRequest, EKinveyFileNotFound); CheckForResponseError; LResponseObject := FRequest.Response.JSONValue as TJSONObject; LJSONValue := LResponseObject.GetValue('_downloadURL'); // Do not localize if LJSONValue <> nil then LDownloadURL := LJSONValue.Value; LClient:= TRESTClient.Create( LDownloadURL ); LRequest:= TRESTRequest.Create(LClient); try LClient.FallbackCharsetEncoding := REST_NO_FALLBACK_CHARSET; LRequest.URLAlreadyEncoded := true; LRequest.Method := TRESTRequestMethod.rmGET; LRequest.Params.CreateGetParamsFromUrl( LDownloadURL ); LRequest.Execute; if LRequest.Response.StatusCode < 400 then AStream.Write(LRequest.Response.RawBytes, 0, Length(LRequest.Response.RawBytes)); finally LRequest.Free; LClient.Free; end; end; procedure TKinveyApi.UploadFile(const AFileName: string; AContentType: string; APublic: Boolean; const AUserFields: TJSONObject; out ANewFile: TFile); var LStream: TFileStream; begin LStream := TFileStream.Create(AFileName, fmOpenRead or fmShareDenyWrite); try UploadFile(AFileName, LStream, AContentType, APublic, AUserFields, ANewFile); finally LStream.Free; end; end; procedure TKinveyApi.UploadFile(const AFileName: string; const AStream: TStream; AContentType: string; APublic: Boolean; const AUserFields: TJSONObject; out ANewFile: TFile); var LJSONValue: TJSONValue; LUploadURL: string; LJSON: TJsonObject; LRequest : TRESTRequest; LClient : TRESTClient; LResponseObject: TJSONObject; LRequiredHeaders: TJsonObject; LHeader: TJSONPair; LContentType: TRESTContentType; begin /// uploading files to kiney needs two steps: /// /// (1) sending an "upload-request" to kinvey /// this step justs requests an upload-url /// where the actual file-content can be /// uploaded to. this first step /does not/ /// contain the content of the file. /// /// (2) sending the actual file-content to the /// upload-url received in step #1 /// /// ** please note: currently (2014) kinvey makes /// use of "GoogleCloudStorage" for file-storage FRequest.ResetToDefaults; AddAuthParameter; FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sBlob + '/' + FConnectionInfo.AppKey; //'blob/{appKey}'; if AContentType = '' then LContentType := TRESTContentType.ctAPPLICATION_OCTET_STREAM else LContentType := ContentTypeFromString(AContentType); FRequest.AddParameter('X-Kinvey-Content-Type',// Do not localize ContentTypeToString(LContentType), TRESTRequestParameterKind.pkHTTPHEADER, [TRESTRequestParameterOption.poDoNotEncode]); // prepare meta-data if AUserFields <> nil then LJSON := AUserFields.Clone as TJSONObject else LJSON := TJsonObject.Create; try LJSON.AddPair('_filename', AFileName); // Do not localize if APublic then LJSON.AddPair('_public', TJSONTrue.Create); // Do not localize LJSON.AddPair('size', TJSONNumber.Create(AStream.Size)); FRequest.AddBody(LJSON); finally LJSON.Free; end; FRequest.Execute; CheckForResponseError; LResponseObject := FRequest.Response.JSONValue as TJSONObject; ANewFile := FileFromObject(AFileName, LResponseObject); LJSONValue := LResponseObject.GetValue('_uploadURL'); // Do not localize if LJSONValue <> nil then LUploadURL := LJSONValue.Value; Assert(LUploadURL <> ''); // Kinvey tells us what headers to send with the upload LJSONValue := LResponseObject.GetValue('_requiredHeaders'); // Do not localize if LJSONValue <> nil then LRequiredHeaders := LJSONValue as TJSONObject else LRequiredHeaders := nil; // now send the file-content to the upload-url LClient:= TRESTClient.Create( LUploadURL ); LRequest:= TRESTRequest.Create(LClient); try LClient.ProxyServer := FRESTClient.ProxyServer; LClient.ProxyPort := FRESTClient.ProxyPort; LClient.ProxyUsername := FRESTClient.ProxyUsername; LClient.ProxyPassword := FRESTClient.ProxyPassword; LRequest.URLAlreadyEncoded := true; LRequest.Method := TRESTRequestMethod.rmPUT; LRequest.AddBody(AStream, LContentType); if LRequiredHeaders <> nil then for LHeader in LRequiredHeaders do LRequest.AddParameter(LHeader.JsonString.Value, LHeader.JsonValue.Value, TRESTRequestParameterKind.pkHTTPHEADER); LRequest.Execute; CheckForResponseError(LRequest); finally LRequest.Free; LClient.Free; end; end; function TKinveyAPI.DeleteOrSuspendUser(const AObjectID: string; ADelete: Boolean): Boolean; begin FRequest.ResetToDefaults; AddAuthParameter; FRequest.Method := TRESTRequestMethod.rmDELETE; FRequest.Resource := sUserAppKey + '/{userId}'; // do not localize FRequest.AddParameter('userId', AObjectID, TRESTRequestParameterKind.pkURLSEGMENT); // Do not localize if ADelete then FRequest.AddParameter('hard', 'true', TRESTRequestParameterKind.pkGETorPOST) // Do not localize else FRequest.AddParameter('soft', 'true', TRESTRequestParameterKind.pkGETorPOST); // Do not localize FRequest.Execute; CheckForResponseError([404]); Result := FRequest.Response.StatusCode <> 404 end; function TKinveyAPI.DeleteUser(const AObjectID: string): Boolean; begin Result := DeleteOrSuspendUser(AObjectID, True); end; function TKinveyAPI.DeleteUser(const AUser: TUser): Boolean; begin Result := DeleteOrSuspendUser(AUser.FObjectID, True); end; function TKinveyAPI.SuspendUser(const AObjectID: string): Boolean; begin Result := DeleteOrSuspendUser(AObjectID, False); end; function TKinveyAPI.SuspendUser(const AUser: TUser): Boolean; begin Result := DeleteOrSuspendUser(AUser.FObjectID, False); end; procedure TKinveyApi.UpdateUser(const AObjectID: string; const AUserObject: TJSONObject; out AUpdatedAt: TUpdatedAt); var LResponse: TJSONObject; begin FRequest.ResetToDefaults; AddAuthParameter; FRequest.Method := TRESTRequestMethod.rmPUT; FRequest.Resource := sUserAppKey + '/{userId}'; // do not localize // Do not localize FRequest.AddParameter('userId', AObjectID, TRESTRequestParameterKind.pkURLSEGMENT); // Do not localize FRequest.AddBody(AUserObject); FRequest.Execute; CheckForResponseError; LResponse := FRequest.Response.JSONValue as TJSONObject; AUpdatedAt := UpdatedAtFromObject(LResponse); end; procedure TKinveyApi.QueryUsers(const AQuery: array of string; const AJSONArray: TJSONArray); var LResource: string; begin LResource := sUserAppKey + '/'; QueryResource(LResource, AQuery, AJSONArray, True); end; procedure TKinveyApi.QueryUsers(const AQuery: array of string; const AJSONArray: TJSONArray; out AUsers: TArray<TUser>); var LJSONValue: TJSONValue; LList: TList<TUser>; LUser: TUser; LResource: string; begin LResource := sUserAppKey + '/'; QueryResource(LResource, AQuery, AJSONArray, True); LList := TList<TUser>.Create; try for LJSONValue in AJSONArray do begin if LJSONValue is TJSONObject then begin LUser := UserFromObject(TJSONObject(LJSONValue)); LList.Add(LUser); end else raise EKinveyAPIError.Create(sJSONObjectExpected); end; AUsers := LList.ToArray; finally LList.Free; end; end; procedure TKinveyApi.LoginUser(const AUserName, APassword: string; out ALogin: TLogin; const AJSON: TJSONArray; AProc: TLoginProc); var LJSON : TJSONObject; LResponse: TJSONObject; begin FRequest.ResetToDefaults; AddAuthParameter(TAuthentication.AppSecret); // Always use AppSecret FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sUserAppKey + '/' + sLogin; // do not localize LJSON:= TJSONObject.Create; try LJSON.AddPair('username', AUsername); // do not localize LJSON.AddPair('password', APassword); // do not localize FRequest.AddBody(LJSON); finally LJSON.Free; end; FRequest.Execute; CheckForResponseError; LResponse := FRequest.Response.JSONValue as TJSONObject; ALogin := LoginFromObject(AUserName, LResponse); if Assigned(AJSON) then AJSON.AddElement(LResponse.Clone as TJSONObject); if Assigned(AProc) then AProc(ALogin, LResponse); end; procedure TKinveyApi.LoginUser(const AUserName, APassword: string; out ALogin: TLogin; const AJSON: TJSONArray); begin LoginUser(AUserName, APassword, ALogin, AJSON, nil); end; procedure TKinveyApi.LoginUser(const AUserName, APassword: string; AProc: TLoginProc); var LLogin: TLogin; begin LoginUser(AUserName, APassword, LLogin, nil, AProc); end; procedure TKinveyApi.Logout; begin FSessionAuthToken := ''; if FAuthentication = TAuthentication.Session then FAuthentication := TAuthentication.Default; end; //POST /user/:appKey/_logout HTTP/1.1 //X-Kinvey-Api-Version: 1 //Authorization: Kinvey [auth token] procedure TKinveyApi.LogoutUser; begin FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sUserAppKey + '/_logout'; // Do not localize AddAuthParameter(TAuthentication.Session); // Required FRequest.Execute; CheckForResponseError; FSessionAuthToken := ''; // No longer valid end; //POST /user/:appKey/:id/_restore HTTP/1.1 //Host: baas.kinvey.com //Authorization: [master secret] //X-Kinvey-API-Version: 1 procedure TKinveyApi.RestoreSuspendedUser(const AObjectID: string); begin FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sUserAppKey + '/' + AObjectID + '/_restore'; // Do not localize AddAuthParameter(TAuthentication.MasterSecret); // Required FRequest.Execute; CheckForResponseError; end; procedure TKinveyApi.RestoreSuspendedUser(const AUser: TUser); begin RestoreSuspendedUser(AUser.ObjectID); end; // POST /user/:appKey/ HTTP/1.1 // Host: baas.kinvey.com // Authorization: [Basic Auth with app credentials] // Content-Type: application/json // // [optional body] procedure TKinveyApi.SignupUser(const AUserName, APassword: string; const AUserFields: TJSONObject; out ALogin: TLogin); var LJSON : TJSONObject; LResponse: TJsonObject; begin FRequest.ResetToDefaults; AddAuthParameter(TAuthentication.AppSecret); // Required FRequest.Method := TRESTRequestMethod.rmPOST; FRequest.Resource := sUserAppKey; if AUserFields <> nil then LJSON := AUserFields.Clone as TJSONObject else LJSON := TJSONObject.Create; try LJSON.AddPair('username', AUserName); // do not localize LJSON.AddPair('password', APassword); // do not localize FRequest.AddBody(LJSON); finally LJSON.Free; end; FRequest.Execute; CheckForResponseError([409]); if FRequest.Response.StatusCode = 409 then raise CreateException(FRequest, EKinveyDuplicateUser); LResponse := FRequest.Response.JSONValue as TJsonObject; ALogin := LoginFromObject(AUserName, LResponse); end; function TKinveyApi.QueryUserName(const AUserName: string; out AUser: TUser; const AJSON: TJSONArray; AProc: TQueryUserNameProc): Boolean; var LUsers: TJSONArray; LUserObject: TJSONObject; begin FRequest.ResetToDefaults; AddAuthParameter; FRequest.Method := TRESTRequestMethod.rmGET; // Closing '/' required FRequest.Resource := sUserAppKey + '/'; FRequest.AddParameter('query', '{"username":"'+AUserName+'"}', TRESTRequestParameterKind.pkGETorPOST); // Do not localize FRequest.Execute; CheckForResponseError; LUsers := FRequest.Response.JSONValue as TJSONArray; if LUsers.Count > 1 then raise EKinveyAPIError.Create(sOneUserExpected); Result := LUsers.Count = 1; if Result then begin LUserObject := LUsers.Items[0] as TJSONObject; AUser := UserFromObject(LUserObject); if Assigned(AJSON) then AJSON.AddElement(LUserObject.Clone as TJSONObject); if Assigned(AProc) then AProc(AUser, LUserObject); end; end; function TKinveyApi.QueryUserName(const AUserName: string; AProc: TQueryUserNameProc): Boolean; var LUser: TUser; begin Result := QueryUserName(AUserName, LUser, nil, AProc); end; function TKinveyApi.QueryUserName(const AUserName: string; out AUser: TUser; const AJSON: TJSONArray): Boolean; begin Result := QueryUserName(AUserName, AUser, AJSON, nil); end; function TKinveyApi.RetrieveUser(const AObjectID: string; out AUser: TUser; const AJSON: TJSONArray; AProc: TRetrieveUserProc): Boolean; var LResponse: TJSONObject; begin Result := False; CheckObjectID(AObjectID); FRequest.ResetToDefaults; AddAuthParameter; FRequest.Method := TRESTRequestMethod.rmGET; FRequest.Resource := sUserAppKey + '/{userId}'; // do not localize FRequest.AddParameter('userId', AObjectID, TRESTRequestParameterKind.pkURLSEGMENT); FRequest.Execute; CheckForResponseError([404]); // 404 = not found if FRequest.Response.StatusCode <> 404 then begin Result := True; LResponse := FRequest.Response.JSONValue as TJSONObject; AUser := UserFromObject(LResponse); if Assigned(AJSON) then AJSON.AddElement(LResponse.Clone as TJSONObject); if Assigned(AProc) then AProc(AUser, LResponse); end end; function TKinveyApi.RetrieveUser(const AObjectID: string; AProc: TRetrieveUserProc): Boolean; var LUser: TUser; begin Result := RetrieveUser(AObjectID, LUser, nil, AProc); end; function TKinveyApi.RetrieveUser(const AUser: TUser; out AFoundUser: TUser; const AJSON: TJSONArray): Boolean; begin Result := RetrieveUser(AUser.ObjectID, AFoundUser, AJSON, nil); end; function TKinveyApi.RetrieveUser(const AUser: TUser; AProc: TRetrieveUserProc): Boolean; var LUser: TUser; begin Result := RetrieveUser(AUser.ObjectID, LUser, nil, AProc); end; function TKinveyApi.RetrieveUser(const AObjectID: string; out AUser: TUser; const AJSON: TJSONArray): Boolean; begin Result := RetrieveUser(AObjectID, AUser, AJSON, nil); end; function TKinveyAPI.RetrieveCurrentUser(AProc: TRetrieveUserProc): Boolean; var LUser: TUser; begin Result := RetrieveUser('_me', LUser, nil, AProc); // Do not localize end; function TKinveyAPI.RetrieveCurrentUser(out AUser: TUser; const AJSON: TJSONArray): Boolean; begin Result := RetrieveUser('_me', AUser, AJSON, nil); // Do not localize end; procedure TKinveyApi.QueryFiles(const AQuery: array of string; const AJSONArray: TJSONArray); var LResource: string; begin LResource := sBlobAppKey; QueryResource(LResource, AQuery, AJSONArray, True); end; procedure TKinveyApi.QueryFiles(const AQuery: array of string; const AJSONArray: TJSONArray; out AFiles: TArray<TFile>); var LJSONValue: TJSONValue; LList: TList<TFile>; LFile: TFile; LResource: string; begin LResource := sBlobAppKey; QueryResource(LResource, AQuery, AJSONArray, True); LList := TList<TFile>.Create; try for LJSONValue in AJSONArray do begin if LJSONValue is TJSONObject then begin LFile := FileFromObject(TJSONObject(LJSONValue)); LList.Add(LFile); end else raise EKinveyAPIError.Create(sJSONObjectExpected); end; AFiles := LList.ToArray; finally LList.Free; end; end; function TKinveyApi.RetrieveFile(const AFileID: string; out AFile: TFile; const AJSON: TJSONArray; AProc: TRetrieveFileProc): Boolean; var LResponse: TJSONObject; begin Result := False; CheckObjectID(AFileID); FRequest.ResetToDefaults; FRequest.Method := TRESTRequestMethod.rmGET; FRequest.Resource := sBlobAppKey + '/{Id}'; // do not localize FRequest.AddParameter('Id', AFileID, TRESTRequestParameterKind.pkURLSEGMENT); AddAuthParameter; FRequest.Execute; CheckForResponseError([404]); // 404 = not found if FRequest.Response.StatusCode <> 404 then begin Result := True; LResponse := FRequest.Response.JSONValue as TJSONObject; AFile := FileFromObject(LResponse); if Assigned(AJSON) then AJSON.AddElement(LResponse.Clone as TJSONObject); if Assigned(AProc) then AProc(AFile, LResponse); end end; function TKinveyApi.RetrieveFile(const AFileID: string; AProc: TRetrieveFileProc): Boolean; var LFile: TFile; begin Result := RetrieveFile(AFileID, LFile, nil, AProc); end; function TKinveyApi.RetrieveFile(const AFile: TFile; AProc: TRetrieveFileProc): Boolean; var LFile: TFile; begin Result := RetrieveFile(AFile.ID, LFile, nil, AProc); end; function TKinveyApi.RetrieveFile(const AFileID: string; out AFile: TFile; const AJSON: TJSONArray): Boolean; begin Result := RetrieveFile(AFileID, AFile, AJSON, nil); end; function TKinveyApi.RetrieveFile(const AFile: TFile; out AFoundFile: TFile; const AJSON: TJSONArray): Boolean; begin Result := RetrieveFile(AFile.ID, AFoundFile, AJSON, nil); end; { User groups } // AID may be blank, to generate id procedure TKinveyApi.CreateUserGroup(const AID: string; const AUsersAndGroups: TJSONObject; out ANewUserGroup: TUserGroup); begin CreateUserGroup(AID, nil, AUsersAndGroups, ANewUserGroup); end; procedure TKinveyApi.CreateUserGroup(const AID: string; const AACL, AUsersAndGroups: TJSONObject; out ANewUserGroup: TUserGroup); var LNewObject: TObjectID; LJSON: TJSONObject; begin LJSON := nil; try if AID <> '' then begin if AUsersAndGroups <> nil then LJSON := AUsersAndGroups.Clone as TJSONObject else LJSON := TJSONObject.Create; LJSON.AddPair('_id', AID); // Do not localize end else LJSON := AUsersAndGroups; PostObject(sUserGroupAppKey, '', AACL, LJSON, LNewObject, True); ANewUserGroup.FObjectID := LNewObject.ObjectID; finally if LJSON <> AUsersAndGroups then LJSON.Free; end; end; procedure TKinveyApi.UpdateUserGroup(const AID: string; const AUsersAndGroups: TJSONObject; out AUpdateObject: TObjectID); begin CheckObjectID(AID); FRequest.ResetToDefaults; AddAuthParameter; PutObject(sUserGroupAppKey, '', AID, AUsersAndGroups, AUpdateObject, False); end; procedure TKinveyApi.UpdateUserGroup(const AUserGroup: TUserGroup; const AUsersAndGroups: TJSONObject; out AUpdateObject: TObjectID); begin UpdateUserGroup(AUserGroup.ObjectID, AUsersAndGroups, AUpdateObject); end; function TKinveyApi.DeleteUserGroup(const AUserGroup: TUserGroup): Boolean; begin Result := DeleteUserGroup(AUserGroup.ObjectID); end; function TKinveyApi.DeleteUserGroup(const AID: string): Boolean; begin FRequest.ResetToDefaults; AddAuthParameter; FRequest.Method := TRESTRequestMethod.rmDELETE; FRequest.Resource := sUserGroupAppKey + '/{Id}'; // do not localize FRequest.AddParameter('Id', AID, TRESTRequestParameterKind.pkURLSEGMENT); // Do not localize FRequest.Execute; CheckForResponseError([404]); Result := FRequest.Response.StatusCode <> 404 end; function TKinveyApi.RetrieveUserGroup(const AObjectID: string; out AUserGroup: TUserGroup; const AJSON: TJSONArray; AProc: TRetrieveUserGroupProc): Boolean; var LResponse: TJSONObject; begin Result := False; CheckObjectID(AObjectID); FRequest.ResetToDefaults; AddAuthParameter; FRequest.Method := TRESTRequestMethod.rmGET; FRequest.Resource := sUserGroupAppKey + '/{Id}'; // do not localize FRequest.AddParameter('Id', AObjectID, TRESTRequestParameterKind.pkURLSEGMENT); FRequest.Execute; CheckForResponseError([404]); // 404 = not found if FRequest.Response.StatusCode <> 404 then begin Result := True; LResponse := FRequest.Response.JSONValue as TJSONObject; AUserGroup := UserGroupFromObject('', LResponse); if Assigned(AJSON) then AJSON.AddElement(LResponse.Clone as TJSONObject); if Assigned(AProc) then AProc(AUserGroup, LResponse); end end; function TKinveyApi.RetrieveUserGroup(const AObjectID: string; AProc: TRetrieveUserGroupProc): Boolean; var LUser: TUserGroup; begin Result := RetrieveUserGroup(AObjectID, LUser, nil, AProc); end; function TKinveyApi.RetrieveUserGroup(const AUserGroup: TUserGroup; out AFoundUserGroup: TUserGroup; const AJSON: TJSONArray): Boolean; begin Result := RetrieveUserGroup(AUserGroup.ObjectID, AFoundUserGroup, AJSON, nil); end; function TKinveyApi.RetrieveUserGroup(const AUserGroup: TUserGroup; AProc: TRetrieveUserGroupProc): Boolean; var LUser: TUserGroup; begin Result := RetrieveUserGroup(AUserGroup.ObjectID, LUser, nil, AProc); end; function TKinveyApi.RetrieveUserGroup(const AObjectID: string; out AUserGroup: TUserGroup; const AJSON: TJSONArray): Boolean; begin Result := RetrieveUserGroup(AObjectID, AUserGroup, AJSON, nil); end; function ValueToJsonValue(AValue: TValue): TJSONValue; begin if AValue.IsType<Int64> then Result := TJSONNumber.Create(AValue.AsInt64) else if AValue.IsType<Extended> then Result := TJSONNumber.Create(AValue.AsExtended) else if AValue.IsType<string> then Result := TJSONString.Create(AValue.AsString) else Result := TJSONString.Create(AValue.ToString) end; { TKinveyAPI.TKinveyConnectionInfo } constructor TKinveyAPI.TConnectionInfo.Create(const AApiVersion, AAppKey: string); begin ApiVersion := AApiVersion; AppKey := AAppKey; end; { TObjectID } constructor TKinveyAPI.TObjectID.Create(const ABackendCollectionName: string; AObjectID: string); begin FBackendCollectionName := ABackendCollectionName; FObjectID := AObjectID; end; { TKinveyApi.TFile} constructor TKinveyApi.TFile.Create(const AID: string); begin FID := AID; end; { TKinveyApi.TUserID } constructor TKinveyApi.TUser.Create(const AUserName: string); begin FUserName := AUserName; end; { TKinveyApi.TLogin } constructor TKinveyApi.TLogin.Create(const AAuthToken: string; const AUser: TUser); begin FAuthToken := AAuthToken; FUser := AUser; end; { TKinveyApi.TUpdatedAt } constructor TKinveyApi.TUpdatedAt.Create(AUpdatedAt: TDateTime); begin FUpdatedAt := AUpdatedAt; end; { EKinveyAPIError } constructor EKinveyAPIError.Create(const AError, ADescription: string); begin FDescription := ADescription; FError := AError; inherited CreateFmt(sFormatKinveyError, [Self.Error, Self.Description]); end; end.
unit UnProdutoSearch; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.StdCtrls, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, Vcl.ExtCtrls, Vcl.ComCtrls, Data.DB, Data.SqlExpr, Data.FMTBcd, Datasnap.Provider, Datasnap.DBClient, Data.DBXFirebird, Vcl.Grids, Vcl.DBGrids { Fluente } ; type TProdutoLookUp = class(TObject) private FDataSource: TDataSource; FEdit: TCustomEdit; FList: TDBGrid; FObserver: TNotifyEvent; FParent: TControl; protected procedure ActivateList(const Sender: TObject); procedure DeactivateList(const Sender: TObject); procedure SelectProduto; public constructor Create(const EditControl: TCustomEdit; const DataSource: TDataSource; const Parent: TControl; const Observer: TNotifyEvent); reintroduce; procedure OnChange(Sender: TObject); procedure OnEnter(Sender: TObject); procedure OnExit(Sender: TObject); procedure OnKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); procedure OnKeyPress(Sender: TObject); procedure OnKeyUp(Sender: TObject); procedure ListOnKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); procedure ListOnDblClick(Sender: TObject); end; var ProdutoLookUp: TProdutoLookUp; implementation procedure TProdutoLookUp.ActivateList(const Sender: TObject); begin if not Self.FList.Visible then begin Self.FList.Align := alClient; Self.FList.Visible := True; Self.FList.Parent := TWinControl(Sender); Self.FParent.Height := 240; Self.FParent.Visible := True; end; end; constructor TProdutoLookUp.Create(const EditControl: TCustomEdit; const DataSource: TDataSource; const Parent: TControl; const Observer: TNotifyEvent); begin inherited Create(); Self.FDataSource := DataSource; Self.FParent := Parent; Self.FObserver := Observer; // Referência ao Controle de Edição Self.FEdit := EditControl; // // to-do: ligar eventos aos métodos // TEdit(Self.FEdit).OnChange := Self.OnChange; TEdit(Self.FEdit).OnKeyDown := Self.OnKeyDown; // Grid Self.FList := TDBGrid.Create(nil); Self.FList.Visible := False; Self.FList.DataSource := Self.FDataSource; Self.FList.Ctl3D := False; Self.FList.Options := Self.FList.Options - [dgTitles, dgEditing, dgIndicator, dgColLines, dgRowLines] + [dgRowSelect]; Self.FList.Font.Name := 'Segoe UI'; Self.FList.Font.Size := 12; Self.FList.Font.Style := [fsBold]; Self.FList.OnKeyDown := Self.ListOnKeyDown; Self.FList.OnDblClick := Self.ListOnDblClick; end; procedure TProdutoLookUp.DeactivateList(const Sender: TObject); begin Self.FParent.Visible := False; Self.FList.Visible := False; end; procedure TProdutoLookUp.ListOnDblClick(Sender: TObject); begin Self.SelectProduto(); Self.DeactivateList(Sender); end; procedure TProdutoLookUp.ListOnKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); begin if Key = VK_RETURN then begin Self.SelectProduto(); Self.DeactivateList(Sender); end else if not (Key in [VK_DOWN, VK_UP]) then Self.FEdit.SetFocus(); end; procedure TProdutoLookUp.OnChange(Sender: TObject); var iDataSet: TClientDataSet; begin Self.ActivateList(Self.FParent); iDataSet := TClientDataSet(Self.FDataSource.DataSet); iDataSet.Active := False; iDataSet.CommandText := Format('SELECT PRO_OID, PRO_DES, PRO_VENDA FROM PRO WHERE PRO_DES LIKE %s ORDER BY PRO_DES', [QuotedStr('%' + TEdit(Sender).Text + '%')]); iDataSet.Active := True; end; procedure TProdutoLookUp.OnEnter(Sender: TObject); begin end; procedure TProdutoLookUp.OnExit(Sender: TObject); begin end; procedure TProdutoLookUp.OnKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); begin if Key = VK_ESCAPE then else if Key = VK_RETURN then begin Self.SelectProduto(); Self.DeactivateList(Sender); end else if Key = VK_DOWN then Self.FList.SetFocus() else TCustomEdit(Sender).SetFocus(); end; procedure TProdutoLookUp.OnKeyPress(Sender: TObject); begin end; procedure TProdutoLookUp.OnKeyUp(Sender: TObject); begin end; procedure TProdutoLookUp.SelectProduto; begin if Assigned(Self.FObserver) then Self.FObserver(Self) end; end.
unit WinAPI.HSTRINGIterables; interface uses System.Win.WinRT, WinAPI.CommonTypes, System.Generics.Collections, WinAPI.WinRT; type THSTRINGList = class(TList<HSTRING>) public procedure AddAsCopy(const AHSTRING: HSTRING); end; TIterableHSTRING = class(TInspectableObject, IIterable_1__HSTRING) private FList: THSTRINGList; public constructor Create; destructor Destroy; override; function First: IIterator_1__HSTRING; safecall; procedure Add(AValue: HSTRING); end; TIteratorHSTRING = class(TInspectableObject, IIterator_1__HSTRING) private FList: THSTRINGList; FIndex: Integer; public constructor Create(const AListOfHSTRING: THSTRINGList); destructor Destroy; override; function MoveNext: Boolean; safecall; function get_Current: HSTRING; safecall; function get_HasCurrent: Boolean; safecall; function GetMany(itemsSize: Cardinal; items: PHSTRING): Cardinal; safecall; end; function CreateHSTRING(const S: string): HSTRING; function CreateHSTRINGRef(var S: string): HSTRING; function HSTRINGToString(const hs: HSTRING): string; function HSTRINGIsNullOrEmpty(const hs: HSTRING): Boolean; procedure DeleteHSTRING(const hs: HSTRING); implementation uses System.SysUtils, WinAPI.Windows, System.Classes; resourcestring StrCannotCreateHSTRING = 'Cannot create HSTRING'; StrCannotCreateHSTRINGRef = 'Cannot create HSTRINGRef'; StrCannotDeleteHSTRING = 'Cannot delete HSTRING'; StrCannotCopyHSTRING = 'Cannot copy HSTRING'; StrNotImplemented = 'Not Implemented'; function CreateHSTRING(const S: string): HSTRING; begin if not Succeeded(WindowsCreateString(PChar(S), System.Length(S), Result)) then raise Exception.Create(StrCannotCreateHSTRING); end; function CreateHSTRINGRef(var S: string): HSTRING; var P: HSTRING_HEADER; begin if not Succeeded(WindowsCreateStringReference(PChar(S), System.Length(S), P, Result)) then raise Exception.Create(StrCannotCreateHSTRINGRef); end; function HSTRINGToString(const hs: HSTRING): string; begin Result := WindowsGetStringRawBuffer(hs, nil); end; function HSTRINGIsNullOrEmpty(const hs: HSTRING): Boolean; begin Result := WindowsIsStringEmpty(hs); end; procedure DeleteHSTRING(const hs: HSTRING); begin if not Succeeded(WindowsDeleteString(hs)) then raise Exception.Create(StrCannotDeleteHSTRING); end; { TIterableHSTRING } procedure TIterableHSTRING.Add(AValue: HSTRING); begin FList.Add(AValue); end; constructor TIterableHSTRING.Create; begin inherited; FList := THSTRINGList.Create; end; destructor TIterableHSTRING.Destroy; begin inherited; end; function TIterableHSTRING.First: IIterator_1__HSTRING; begin Result := TIteratorHSTRING.Create(FList); end; { TIteratorHSTRING } constructor TIteratorHSTRING.Create(const AListOfHSTRING: THSTRINGList); var lHSTRING, lOutHSTRING: HSTRING; begin inherited Create; FList := THSTRINGList.Create; for lHSTRING in AListOfHSTRING do begin if not Succeeded(WindowsDuplicateString(lHSTRING, lOutHSTRING)) then raise Exception.Create(StrCannotCopyHSTRING); FList.Add(lOutHSTRING); end; FIndex := 0; end; destructor TIteratorHSTRING.Destroy; begin FList.Free; inherited; end; function TIteratorHSTRING.GetMany(itemsSize: Cardinal; items: PHSTRING): Cardinal; begin raise Exception.Create(StrNotImplemented); end; function TIteratorHSTRING.get_Current: HSTRING; begin Result := FList[FIndex]; end; function TIteratorHSTRING.get_HasCurrent: Boolean; begin Result := FIndex < FList.Count; end; function TIteratorHSTRING.MoveNext: Boolean; begin Result := FIndex < (FList.Count - 1); if Result then Inc(FIndex); end; { THSTRINGList } procedure THSTRINGList.AddAsCopy(const AHSTRING: HSTRING); var lOutHSTRING: HSTRING; begin if not Succeeded(WindowsDuplicateString(AHSTRING, lOutHSTRING)) then raise Exception.Create(StrCannotCopyHSTRING); Add(lOutHSTRING); end; end.
unit NtUtils.Security.AppContainer; interface uses Winapi.WinNt, Ntapi.ntrtl, NtUtils.Exceptions, NtUtils.Security.Sid; { Capabilities } // Convert a capability name to a SID function RtlxLookupCapability(Name: String; out CapabilityGroupSid, CapabilitySid: ISid): TNtxStatus; { AppContainer } // Convert an AppContainer name to a SID function RtlxAppContainerNameToSid(Name: String; out Sid: ISid): TNtxStatus; // Get a child AppContainer SID based on its name and parent function RtlxAppContainerChildNameToSid(ParentSid: ISid; Name: String; out ChildSid: ISid): TNtxStatus; // Convert a SID to an AppContainer name function RtlxAppContainerSidToName(Sid: PSid; out Name: String): TNtxStatus; // Get type of an SID function RtlxGetAppContainerType(Sid: PSid): TAppContainerSidType; // Get a SID of a parent AppContainer function RtlxGetAppContainerParent(AppContainerSid: PSid; out AppContainerParent: ISid): TNtxStatus; implementation uses Ntapi.ntdef, NtUtils.Ldr, Winapi.UserEnv, Ntapi.ntstatus; function RtlxLookupCapability(Name: String; out CapabilityGroupSid, CapabilitySid: ISid): TNtxStatus; var BufferGroup, BufferSid: PSid; NameStr: UNICODE_STRING; begin Result := LdrxCheckNtDelayedImport('RtlDeriveCapabilitySidsFromName'); if not Result.IsSuccess then Exit; NameStr.FromString(Name); BufferGroup := nil; BufferSid := nil; try BufferGroup := AllocMem(RtlLengthRequiredSid( SECURITY_INSTALLER_GROUP_CAPABILITY_RID_COUNT)); BufferSid := AllocMem(RtlLengthRequiredSid( SECURITY_INSTALLER_CAPABILITY_RID_COUNT)); Result.Location := 'RtlDeriveCapabilitySidsFromName'; Result.Status := RtlDeriveCapabilitySidsFromName(NameStr, BufferGroup, BufferSid); if Result.IsSuccess then begin CapabilityGroupSid := TSid.CreateCopy(BufferGroup); CapabilitySid := TSid.CreateCopy(BufferSid); end; finally FreeMem(BufferGroup); FreeMem(BufferSid); end; end; function RtlxAppContainerNameToSid(Name: String; out Sid: ISid): TNtxStatus; var Buffer: PSid; begin Result := LdrxCheckModuleDelayedImport(kernelbase, 'AppContainerDeriveSidFromMoniker'); if not Result.IsSuccess then Exit; Result.Location := 'AppContainerDeriveSidFromMoniker'; Result.HResult := AppContainerDeriveSidFromMoniker(PWideChar(Name), Buffer); if Result.IsSuccess then begin Sid := TSid.CreateCopy(Buffer); RtlFreeSid(Buffer); end; end; function RtlxAppContainerChildNameToSid(ParentSid: ISid; Name: String; out ChildSid: ISid): TNtxStatus; var Sid: ISid; i: Integer; SubAuthorities: TArray<Cardinal>; begin // Construct the SID manually by reproducing the behavior of // DeriveRestrictedAppContainerSidFromAppContainerSidAndRestrictedName if RtlxGetAppContainerType(ParentSid.Sid) <> ParentAppContainerSidType then begin Result.Location := 'RtlxAppContainerRestrictedNameToSid'; Result.Status := STATUS_INVALID_SID; Exit; end; // Construct an SID using the child's name as it is a parent's name Result := RtlxAppContainerNameToSid(Name, Sid); if not Result.IsSuccess then Exit; SetLength(SubAuthorities, SECURITY_CHILD_PACKAGE_RID_COUNT); // Copy all parent sub-authorities (8 of 12 available) for i := 0 to ParentSid.SubAuthorities - 1 do SubAuthorities[i] := ParentSid.SubAuthority(i); // Append the last four child's sub-authorities to the SID for i := SECURITY_PARENT_PACKAGE_RID_COUNT to SECURITY_CHILD_PACKAGE_RID_COUNT - 1 do SubAuthorities[i] := Sid.SubAuthority(i - SECURITY_CHILD_PACKAGE_RID_COUNT + SECURITY_PARENT_PACKAGE_RID_COUNT); // Make a child SID with these sub-authorities ChildSid := TSid.Create(SECURITY_APP_PACKAGE_AUTHORITY, SubAuthorities); end; function RtlxAppContainerSidToName(Sid: PSid; out Name: String): TNtxStatus; var Buffer: PWideChar; begin Result := LdrxCheckModuleDelayedImport(kernelbase, 'AppContainerLookupMoniker'); if not Result.IsSuccess then Exit; Result := LdrxCheckModuleDelayedImport(kernelbase, 'AppContainerFreeMemory'); if not Result.IsSuccess then Exit; Result.Location := 'AppContainerLookupMoniker'; Result.HResult := AppContainerLookupMoniker(Sid, Buffer); if Result.IsSuccess then begin Name := String(Buffer); AppContainerFreeMemory(Buffer); end; end; function RtlxGetAppContainerType(Sid: PSid): TAppContainerSidType; begin // If ntdll does not have this function then // the OS probably does not support appcontainers if not LdrxCheckNtDelayedImport('RtlGetAppContainerSidType').IsSuccess or not NT_SUCCESS(RtlGetAppContainerSidType(Sid, Result)) then Result := NotAppContainerSidType; end; function RtlxGetAppContainerParent(AppContainerSid: PSid; out AppContainerParent: ISid): TNtxStatus; var Buffer: PSid; begin Result := LdrxCheckNtDelayedImport('RtlGetAppContainerParent'); if not Result.IsSuccess then Exit; Result.Location := 'RtlGetAppContainerParent'; Result.Status := RtlGetAppContainerParent(AppContainerSid, Buffer); if Result.IsSuccess then begin AppContainerParent := TSid.CreateCopy(Buffer); RtlFreeSid(Buffer); end; end; end.
unit fInspector; interface uses Windows, Types, UITypes, Messages, SysUtils, Classes, Graphics, Controls, Forms, Dialogs, Ex_Grid, Ex_Inspector, StdCtrls, ExtCtrls, ImgList, FlexBase, FlexProps, FlexControls, cxGraphics, cxControls, cxLookAndFeels, cxLookAndFeelPainters, cxContainer, cxEdit, cxScrollBox, dxSkinsCore, cxLabel, cxTextEdit, cxMaskEdit, cxSplitter, cxColorComboBox, cxMemo, cxProgressBar, cxDropDownEdit, cxCalendar, dxSkinscxPCPainter, dxBarBuiltInMenu, cxPC, cxTimeEdit, cxRadioGroup, cxGroupBox, cxSpinEdit, cxCheckBox, cxButtonEdit, cxButtons, cxCheckListBox, cxListBox, cxListView, cxImage, dxSkinOffice2010Silver; const WM_REFRESH_DATA = WM_USER + 1; type TfmInspector = class(TForm) Panel1: TcxGroupBox; cbInspItems: TcxComboBox; imgCtrlIcons: TImageList; grInspector: TExInspector; procedure FormCreate(Sender: TObject); procedure FormDestroy(Sender: TObject); procedure FormShow(Sender: TObject); procedure grInspectorGetCellText(Sender: TObject; Cell: TGridCell; var Value: String); procedure grInspectorGetEditStyle(Sender: TObject; Cell: TGridCell; var Style: TGridEditStyle); procedure grInspectorEditButtonPress(Sender: TObject; Cell: TGridCell); procedure grInspectorSetEditText(Sender: TObject; Cell: TGridCell; var Value: String); procedure grInspectorGetEditList(Sender: TObject; Cell: TGridCell; Items: TStrings); procedure grInspectorChange(Sender: TObject; Cell: TGridCell; Selected: Boolean); procedure grInspectorDblClick(Sender: TObject); procedure cbInspItemsDrawItem(AControl: TcxCustomComboBox; ACanvas: TcxCanvas; AIndex: Integer; const ARect: TRect; AState: TOwnerDrawState); procedure cbInspItemsChange(Sender: TObject); private { Private declarations } FActiveFlex: TFlexPanel; FFlexControl: TFlexControl; FLastPropName: string; procedure grInspectorEditCanModify(Sender: TObject; Cell: TGridCell; var CanModify: Boolean); procedure grInspectorEditCloseUp(Sender: TObject; Cell: TGridCell; ItemIndex: Integer; var Accept: Boolean); function GetControlIconIndex(AControl: TFlexControl): integer; procedure SetActiveFlex(const Value: TFlexPanel); procedure SetFlexControl(const Value: TFlexControl); procedure ChangePropValue(Cell: TGridCell; var Value: string; var Accept: Boolean); procedure WMRefreshData(var Message: TMessage); message WM_REFRESH_DATA; procedure SetcbInspItemsItemIndex(n: integer); public { Public declarations } procedure UpdateData; procedure UpdateProps(Prop: TCustomProp); property ActiveFlex: TFlexPanel read FActiveFlex write SetActiveFlex; property Control: TFlexControl read FFlexControl write SetFlexControl; end; var fmInspector: TfmInspector; implementation {$R *.DFM} uses ToolMngr, FlexActions; procedure TfmInspector.FormCreate(Sender: TObject); begin RegisterToolForm(Self); grInspector.Columns[0].Width := 80; grInspector.OnEditCanModify := grInspectorEditCanModify; grInspector.OnEditCloseUp := grInspectorEditCloseUp; end; procedure TfmInspector.FormDestroy(Sender: TObject); begin UnRegisterToolForm(Self); fmInspector := Nil; end; procedure TfmInspector.FormShow(Sender: TObject); begin // Avoid align bug cbInspItems.Align := alTop; cbInspItems.Width := Self.ClientWidth; end; procedure TfmInspector.SetActiveFlex(const Value: TFlexPanel); begin if Value = FActiveFlex then exit; {if not Assigned(Value) then }Control := Nil; FActiveFlex := Value; UpdateData; UpdateProps(Nil); end; procedure TfmInspector.SetcbInspItemsItemIndex(n: integer); begin cbInspItems.Properties.OnChange := nil; cbInspItems.ItemIndex := n; cbInspItems.Properties.OnChange := cbInspItemsChange; end; procedure TfmInspector.SetFlexControl(const Value: TFlexControl); var i: integer; begin if Value = FFlexControl then exit; if Assigned(FActiveFlex) and not (csDestroying in FActiveFlex.ComponentState) then grInspector.Editing := False; grInspector.AllowEdit := False; try FFlexControl := Value; if Assigned(FActiveFlex) and Assigned(FFlexControl) then begin SetcbInspItemsItemIndex(cbInspItems.Properties.Items.IndexOfObject(FFlexControl)); FFlexControl.Props.Sort(); grInspector.Rows.Count := FFlexControl.Props.VisibleCount; for i:=0 to grInspector.Rows.Count-1 do if CompareStr(FLastPropName, FFlexControl.Props.VisiblePropNames[i]) = 0 then begin grInspector.CellFocused := GridCell(1, i); break; end; if grInspector.EditCell.Row >= 0 then begin grInspector.Editing := True; grInspector.Edit.Text := FFlexControl.Props.VisibleProps[grInspector.EditCell.Row].DisplayValue; end; end else begin SetcbInspItemsItemIndex(-1); grInspector.Rows.Count := 0; end; finally grInspector.AllowEdit := True; if grInspector.Rows.Count > 0 then begin grInspector.AlwaysEdit := True; grInspector.Editing := True; end; end; end; procedure TfmInspector.UpdateData; var Msg: TMsg; begin if HandleAllocated then begin // Remove all existing refresh messages while PeekMessage(Msg, Handle, WM_REFRESH_DATA, WM_REFRESH_DATA, PM_REMOVE) do ; // Add new refresh message to the end PostMessage(Handle, WM_REFRESH_DATA, 0, 0); end; end; procedure TfmInspector.WMRefreshData(var Message: TMessage); var SelControl, Control, NewControl: TFlexControl; StrList, LayersList: TStringList; Flex: TFlexPanel; Scheme: TFlexCustomScheme; PassRec: TPassControlRec; i, j, Level, DLevel: integer; AName, APrefix, NewPrefix: string; begin StrList := Nil; cbInspItems.Properties.Items.BeginUpdate; try { if cbInspItems.ItemIndex >= 0 then SelControl := cbInspItems.Items.Objects[cbInspItems.ItemIndex] else SelControl := Nil; } SelControl := Nil; StrList := TStringList.Create; Flex := ActiveFlex; if Assigned(Flex) and not (csDestroying in Flex.ComponentState) then begin if Flex.SelectedCount = 1 then SelControl := Flex.Selected[0]; Scheme := Flex.ActiveScheme; if Assigned(Scheme) then begin APrefix := ''; Control := Scheme; FirstControl(Control, PassRec); while Assigned(Control) do begin AName := Control.Name; StrList.AddObject(APrefix + AName, Control); Level := High(PassRec.Indexes); Control := NextControl(PassRec); DLevel := High(PassRec.Indexes) - Level; if DLevel = 0 then continue; NewPrefix := ''; NewControl := Control; for i:=0 to Abs(DLevel)-1 do if DLevel > 0 then begin NewControl := NewControl.Parent; if not (NewControl is TFlexScheme) then NewPrefix := NewControl.Name + '.' + NewPrefix; end else begin j := Length(APrefix) - 1; while (j > 0) and (APrefix[j] <> '.') do dec(j); SetLength(APrefix, j); end; APrefix := APrefix + NewPrefix; end; StrList.Sort; i := StrList.IndexOfObject(Scheme); if i >= 0 then StrList.Move(i, 0); end; if Flex.Layers.Count > 0 then begin LayersList := TStringList.Create; try for i:=0 to Flex.Layers.Count-1 do LayersList.AddObject(Flex.Layers[i].Name, Flex.Layers[i]); LayersList.Sort; j := 0; if (StrList.Count > 0) and (StrList.Objects[0] is TFlexScheme) then inc(j); for i:=LayersList.Count-1 downto 0 do StrList.InsertObject(j, LayersList[i], LayersList.Objects[i]); finally LayersList.Free; end; end; end; cbInspItems.Properties.Items.Assign(StrList); SetcbInspItemsItemIndex(cbInspItems.Properties.Items.IndexOfObject(SelControl)); Self.Control := SelControl; finally cbInspItems.Properties.Items.EndUpdate; StrList.Free; end; end; procedure TfmInspector.UpdateProps(Prop: TCustomProp); var Index: integer; Value: string; begin if Assigned(Prop) and Assigned(FFlexControl) then begin Index := FFlexControl.Props.VisibleIndexOf(Prop); if Index >= 0 then begin if grInspector.EditCell.Row = Index then begin Value := ''; grInspectorGetCellText(grInspector, GridCell(1, Index), Value); if grInspector.Edit.DropListVisible and Assigned(grInspector.Edit.ActiveList) then with TGridListBox(grInspector.Edit.ActiveList) do begin Index := Items.IndexOf(Value); ItemIndex := Index; end else grInspector.Edit.Text := Value; end else grInspector.InvalidateCell(GridCell(1, Index)); end; end else grInspector.Refresh(); // InvalidateColumn(1) end; procedure TfmInspector.grInspectorGetCellText(Sender: TObject; Cell: TGridCell; var Value: String); begin if not Assigned(FFlexControl) then exit; try if Cell.Col = 0 then Value := FFlexControl.Props.VisiblePropTranslatedNames[Cell.Row] else Value := FFlexControl.Props.VisibleProps[Cell.Row].DisplayValue; except Value := ''; end; end; procedure TfmInspector.grInspectorGetEditStyle(Sender: TObject; Cell: TGridCell; var Style: TGridEditStyle); var Prop: TCustomProp; begin if not Assigned(FFlexControl) then exit; Prop := FFlexControl.Props.VisibleProps[Cell.Row]; if psEditForm in Prop.Style then Style := geEllipsis else if Prop.IsEnum then Style := gePickList else Style := geSimple; end; procedure TfmInspector.ChangePropValue(Cell: TGridCell; var Value: string; var Accept: Boolean); var Prop: TCustomProp; // CanModify: boolean; begin Accept := false; if not Assigned(FFlexControl) or grInspector.IsCellReadOnly(Cell) then exit; // grInspectorEditCanModify(grInspector, Cell, CanModify); Prop := Nil; try Prop := FFlexControl.Props.VisibleProps[Cell.Row]; if psReadOnly in Prop.Style then exit; if Prop.DisplayValue <> Value then begin FActiveFlex.History.BeginPanelGroup(TPanelPropsHistoryGroup); try Prop.DisplayValue := Value; Accept := true; finally FActiveFlex.History.EndPanelGroup(TPanelPropsHistoryGroup); end; end else exit; except Application.HandleException(Self); end; if Assigned(Prop) then try Value := Prop.DisplayValue; except Value := ''; end; end; procedure TfmInspector.grInspectorEditCloseUp(Sender: TObject; Cell: TGridCell; ItemIndex: Integer; var Accept: Boolean); var Prop: TCustomProp; Value: string; begin if not Assigned(FFlexControl) or (ItemIndex < 0) then exit; Prop := FFlexControl.Props.VisibleProps[Cell.Row]; Value := TGridListBox(grInspector.Edit.ActiveList).Items[ItemIndex]; ChangePropValue(Cell, Value, Accept); UpdateProps(Prop); // Accept := true; end; procedure TfmInspector.grInspectorEditButtonPress(Sender: TObject; Cell: TGridCell); begin if not Assigned(FFlexControl) then exit; FFlexControl.Props.VisibleProps[Cell.Row].Edit; end; procedure TfmInspector.grInspectorSetEditText(Sender: TObject; Cell: TGridCell; var Value: String); var Accept: boolean; begin ChangePropValue(Cell, Value, Accept); end; procedure TfmInspector.grInspectorGetEditList(Sender: TObject; Cell: TGridCell; Items: TStrings); begin if (Cell.Col <> 1) or not Assigned(FFlexControl) then exit; FFlexControl.Props.VisibleProps[Cell.Row].GetEnumList(Items); end; procedure TfmInspector.grInspectorEditCanModify(Sender: TObject; Cell: TGridCell; var CanModify: Boolean); begin if (Cell.Col <> 1) or not Assigned(FFlexControl) then CanModify := False else with FFlexControl.Props.VisibleProps[Cell.Row] do CanModify := not (psReadOnly in Style) and ( not (psEditForm in Style) and not IsEnum or (psDisplayEdit in Style) ); { CanModify := not (ReadOnly or IsEnum or IsFormEdit) or IsDisplayEditEnabled; } end; procedure TfmInspector.grInspectorChange(Sender: TObject; Cell: TGridCell; Selected: Boolean); begin if Assigned(FFlexControl) and Selected then FLastPropName := FFlexControl.Props.VisiblePropNames[Cell.Row]; end; procedure TfmInspector.grInspectorDblClick(Sender: TObject); var Items: TStrings; Prop: TCustomProp; NewIndex: integer; Value: string; Accept: boolean; begin if not Assigned(FFlexControl) then exit; Prop := FFlexControl.Props.VisibleProps[grInspector.Row]; if Prop is TEnumProp then begin with TEnumProp(Prop) do if EnumIndex = EnumCount - 1 then NewIndex := 0 else NewIndex := EnumIndex + 1; Items := TStringList.Create; try TEnumProp(Prop).GetEnumList(Items); Value := Items[NewIndex]; finally Items.Free; end; ChangePropValue(grInspector.EditCell, Value, Accept); end; end; function TfmInspector.GetControlIconIndex(AControl: TFlexControl): integer; var CType: TClass; begin Result := -1; if not Assigned(AControl) then exit; CType := AControl.ClassType; if CType = TFlexScheme then Result := 0 else if CType = TFlexLayer then Result := 1 else if CType = TFlexBox then Result := 2 else if CType = TFlexEllipse then Result := 3 else if CType = TFlexCurve then Result := 4 else if CType = TFlexRegularPolygon then Result := 4 else if CType = TFlexText then Result := 5 else if CType = TFlexPicture then Result := 6 else if CType = TFlexGroup then Result := 7 else if CType = TFlexConnector then Result := 9 else Result := 8; end; procedure TfmInspector.cbInspItemsDrawItem(AControl: TcxCustomComboBox; ACanvas: TcxCanvas; AIndex: Integer; const ARect: TRect; AState: TOwnerDrawState); var s: string; Idx: integer; FlexControl: TFlexControl; Org, Cli: TPoint; begin with cbInspItems do begin ACanvas.Canvas.FillRect(ARect); FlexControl := TFlexControl(Properties.Items.Objects[AIndex]); Idx := GetControlIconIndex(FlexControl); if Idx >= 0 then begin imgCtrlIcons.Draw(ACanvas.Canvas, ARect.Left+2, ARect.Top+2, Idx); end; s := Properties.Items[AIndex]; ACanvas.Canvas.TextOut(ARect.Left+22, ARect.Top + ((ARect.Bottom - ARect.Top) - ACanvas.Canvas.TextHeight(s)) div 2, s); GetDCOrgEx(ACanvas.Canvas.Handle, Org); Cli := ClientToScreen(Point(Top, Left)); if (AIndex < Properties.Items.Count-1) and (Org.Y <> Cli.Y) and ((FlexControl is TFlexScheme) or (FlexControl is TFlexLayer)) then begin FlexControl := TFlexControl(Properties.Items.Objects[AIndex+1]); if not (FlexControl is TFlexScheme) and not (FlexControl is TFlexLayer) then with ACanvas.Canvas do begin Pen.Color := clBlack; Pen.Style := psSolid; Pen.Mode := pmCopy; MoveTo(ARect.Left, ARect.Bottom-1); LineTo(ARect.Right, ARect.Bottom-1); end; end; end; end; procedure TfmInspector.cbInspItemsChange(Sender: TObject); var AControl: TFlexControl; begin if not Assigned(FActiveFlex) then exit; AControl := TFlexControl(cbInspItems.Properties.Items.Objects[cbInspItems.ItemIndex]); with FActiveFlex do begin UnselectAll; Select(AControl); end; Control := AControl; end; end.
unit DUnitXMLParser; interface uses System.SysUtils, System.Variants, Xml.xmldom, Xml.XMLIntf, Xml.Win.msxmldom, Xml.XMLDoc, TestStructureUnit, RTTI, System.Generics.Collections; type TTestsXMLParser = class private FXMLFileName: string; FXMLDocument: IXMLDocument; function GetRootNode: IXMLNode; function GetChildNodeByIndex(Node: IXMLNode; aNodeIndex: Integer): IXMLNode; function GetAttribute(Node: IXMLNode; aAttributeName: string): String; function CheckNodeName(Node: IXMLNode; ExpectedName: string): Boolean; function IsChildExists(Node: IXMLNode): Boolean; function GetChildCount(Node: IXMLNode): integer; function LoadXML: Boolean; procedure UnLoadXML; public constructor Create(aXMLFileName: string); procedure RunXMLParsing(var aTestCaseList: TTestCaseList; var aSuiteList: TSuiteList); end; procedure LoadTestsFromXML(aXMLFileName: string; var aSuiteList: TSuiteList; var aTestCaseList: TTestCaseList); implementation function TTestsXMLParser.CheckNodeName(Node: IXMLNode; ExpectedName: string): Boolean; begin Result := AnsiLowerCase(Node.NodeName) = AnsiLowerCase(ExpectedName); end; constructor TTestsXMLParser.Create(aXMLFileName: string); begin FXMLDocument := TXMLDocument.Create(nil); FXMLFileName := aXMLFileName; end; function TTestsXMLParser.GetRootNode: IXMLNode; begin Result := FXMLDocument.ChildNodes[0]; end; function TTestsXMLParser.GetChildNodeByIndex(Node: IXMLNode; aNodeIndex: Integer): IXMLNode; begin Result := Node.ChildNodes[aNodeIndex]; end; function TTestsXMLParser.GetAttribute(Node: IXMLNode; aAttributeName: string): String; begin Result := Node.Attributes[aAttributeName]; end; function TTestsXMLParser.IsChildExists(Node: IXMLNode): Boolean; begin Result := Node.HasChildNodes; end; function TTestsXMLParser.GetChildCount(Node: IXMLNode): integer; begin Result := Node.ChildNodes.Count; end; function TTestsXMLParser.LoadXML: Boolean; begin Result := false; try if FileExists(FXMLFileName) then begin FXMLDocument.LoadFromFile(FXMLFileName); if not FXMLDocument.IsEmptyDoc then Result := true; end else Result := False; except Result := False; end; FXMLDocument.Active := Result; end; procedure TTestsXMLParser.UnLoadXML; begin FXMLDocument.Active := false; end; procedure TTestsXMLParser.RunXMLParsing(var aTestCaseList: TTestCaseList; var aSuiteList: TSuiteList); // Мама - рекурсия, папа - стакан портвейна! procedure GetDataFromNode(RootNode: IXMLNode; var aSuitesCounter: Integer; var aTestsCounter: Integer; var aSuiteList: TSuiteList; var aTestCaseList: TTestCaseList); var iNodesCounter: Integer; iParamsCounter: Integer; sSuiteName: string; sTestCaseClass: string; ParamsArray: TInputDataArray; begin // Корень - уровень Zero if CheckNodeName(RootNode, 'Tests') then begin for iNodesCounter := 0 to GetChildCount(RootNode) - 1 do begin // Падаем на 1 GetDataFromNode(GetChildNodeByIndex(RootNode, iNodesCounter), aSuitesCounter, aTestsCounter, aSuiteList, aTestCaseList) end; end; // TestSuites - уровень 1 if CheckNodeName(RootNode, 'TestSuite') and IsChildExists(RootNode) then begin SetLength(aSuiteList, aSuitesCounter + 1); sSuiteName := GetAttribute(RootNode, 'Name') + ': ' + GetAttribute(RootNode, 'Description'); sTestCaseClass := GetAttribute(RootNode, 'ClassName'); aSuiteList[aSuitesCounter].SuiteName := sSuiteName; aSuiteList[aSuitesCounter].SuiteClassName := sTestCaseClass; for iNodesCounter := 0 to GetChildCount(RootNode) - 1 do begin SetLength(aTestCaseList, aTestsCounter + 1); aTestCaseList[aTestsCounter].SuiteName := sSuiteName; aTestCaseList[aTestsCounter].TestCaseClass := sTestCaseClass; // Опускаемся на 2 GetDataFromNode(GetChildNodeByIndex(RootNode, iNodesCounter), aSuitesCounter, aTestsCounter, aSuiteList, aTestCaseList); end; Inc(aSuitesCounter); end; // TestCases - уровень 2 if CheckNodeName(RootNode, 'TestCase') and IsChildExists(RootNode) then begin aTestCaseList[aTestsCounter].TestCaseName := GetAttribute(RootNode, 'Name') + ': ' + GetAttribute(RootNode, 'Description'); aTestCaseList[aTestsCounter].MethodName := GetAttribute(RootNode, 'MethodName'); for iNodesCounter := 0 to GetChildCount(RootNode) - 1 do begin // Последний уровень 3, ниже некуда GetDataFromNode(GetChildNodeByIndex(RootNode, iNodesCounter), aSuitesCounter, aTestsCounter, aSuiteList, aTestCaseList); end; Inc(aTestsCounter); end; // InputData - уровень 3 if CheckNodeName(RootNode, 'InputData') then begin iParamsCounter := 0; While RootNode.HasAttribute('Param' + IntToStr(iParamsCounter)) do begin SetLength(ParamsArray, iParamsCounter + 1); ParamsArray[iParamsCounter] := TValue.From<String>(GetAttribute(RootNode, 'Param' + IntToStr(iParamsCounter))); Inc(iParamsCounter); end; DataArray.Add(aTestCaseList[aTestsCounter].TestCaseName, ParamsArray); ParamsArray := nil; end; // ExpectedResult - уровень 3 if CheckNodeName(RootNode, 'ExpectedResult') then begin SetLength(ParamsArray, Length(DataArray.Items[aTestCaseList[aTestsCounter].TestCaseName])); ParamsArray := DataArray.Items[aTestCaseList[aTestsCounter].TestCaseName]; SetLength(ParamsArray, Length(ParamsArray) + 3); ParamsArray[Length(ParamsArray) - 3] := TValue.From<String>(GetAttribute(RootNode, 'Value')); ParamsArray[Length(ParamsArray) - 2] := TValue.From<String>(GetAttribute(RootNode, 'FailMessageText')); ParamsArray[Length(ParamsArray) - 1] := TValue.From<String>(GetAttribute(RootNode, 'Operation')); DataArray.Items[aTestCaseList[aTestsCounter].TestCaseName] := ParamsArray; ParamsArray := nil; end; end; // Конец рекурсивного угробища и начало процедуры var iSuitesCounter: integer; iTestsCounter: Integer; begin // RunXMLParsing iSuitesCounter := 0; iTestsCounter := 0; LoadXML; GetDataFromNode(GetRootNode, iSuitesCounter, iTestsCounter, aSuiteList, aTestCaseList); UnLoadXML; end; // RunXMLParsing procedure LoadTestsFromXML(aXMLFileName: string; var aSuiteList: TSuiteList; var aTestCaseList: TTestCaseList); var XMLParser: TTestsXMLParser; begin XMLParser := TTestsXMLParser.Create(aXMLFileName); try XMLParser.RunXMLParsing(aTestCaseList, aSuiteList); finally FreeAndNil(XMLParser); end; end; end.
{*************************************************************} { } { Embarcadero Delphi Visual Component Library } { InterBase Express core components } { } { Copyright (c) 1998-2017 Embarcadero Technologies, Inc.} { All rights reserved } { } { Code created by Jeff Overcash used with permission. } {*************************************************************} unit IBX.IBSubscription; interface uses System.Classes, IBX.IBDatabase; type TIBSubscriptions = class; TIBSubscriptionItem = class; TIBDmlAction = (diInsert, diUpdate, diDelete); TIBDmlActions = Set of TIBDmlAction; TIBSubscriptionInfo = class(TCollectionItem) private FForTable : String; FColumnList : TStrings; FDmlActions : TIBDmlActions; procedure SetColumnList(const Value: TStrings); function GetDatabase: TIBDataBase; function GetTransaction: TIBTransaction; protected function GetDisplayName: string; override; public constructor Create(Collection: TCollection); override; destructor Destroy; override; procedure AddColumn(AColumn : string); procedure AddColumns(Columns : TStrings); function CreateSQL : String; procedure Clear; function GetColumns: String; procedure Assign(Source: TPersistent); override; property Database : TIBDataBase read GetDatabase; property Transaction : TIBTransaction read GetTransaction; published property ForTable : string read FForTable write FForTable; property DmlActions : TIBDmlActions read FDmlActions write FDmlActions; property Columns : TStrings read FColumnList write SetColumnList; end; TIBSubscriptionInfos = class(TOwnedCollection) private function GetSubscriptionInfos(Index: Integer): TIBSubscriptionInfo; procedure SetSubscriptionInfos(Index: Integer; const Value: TIBSubscriptionInfo); function GetDatabase: TIBDataBase; function GetTransaction: TIBTransaction; public constructor Create(AOwner: TIBSubscriptionItem); function Add: TIBSubscriptionInfo; overload; function Add(ForTable : String): TIBSubscriptionInfo; overload; procedure DeleteInfo(info : TIBSubscriptionInfo); property Database : TIBDataBase read GetDatabase; property Transaction : TIBTransaction read GetTransaction; property SubscriptionInfos[Index: Integer]: TIBSubscriptionInfo read GetSubscriptionInfos write SetSubscriptionInfos; default; end; TIBSubscriptionItem = class(TCollectionItem) private FSubscriptionName : String; FSubscriptionInfos: TIBSubscriptionInfos; FDescription: String; function GetDatabase: TIBDataBase; function GetTransaction: TIBTransaction; protected function GetDisplayName: string; override; public constructor Create(Collection: TCollection); override; destructor Destroy; override; function CreateSQL : String; procedure Clear; procedure RetriveInfo; procedure Assign(Source: TPersistent); override; function SubscriptionNames : TStrings; property Database : TIBDataBase read GetDatabase; property Transaction : TIBTransaction read GetTransaction; published property SubscriptionInfos : TIBSubscriptionInfos read FSubscriptionInfos write FSubscriptionInfos; property SubscriptionName : String read FSubscriptionName write FSubscriptionName; property Description : String read FDescription write FDescription; end; TIBSubscriptionItems = class(TOwnedCollection) private function GetSubscriptionItems(Index: Integer): TIBSubscriptionItem; procedure SetSubscriptionItems(Index: Integer; const Value: TIBSubscriptionItem); function GetDatabase: TIBDataBase; function GetTransaction: TIBTransaction; public constructor Create(AOwner: TIBSubscriptions); function Add: TIBSubscriptionItem; function SubscriptionList : String; function SubscriptionNames : TStrings; procedure DeleteItem(item : TIBSubscriptionItem); property SubscriptionItems[Index: Integer]: TIBSubscriptionItem read GetSubscriptionItems write SetSubscriptionItems; default; property Database : TIBDataBase read GetDatabase; property Transaction : TIBTransaction read GetTransaction; end; [ComponentPlatformsAttribute(pidAllPlatforms)] TIBSubscriptions = class(TComponent) private FBase: TIBBase; FDestination: String; FSubscriptions : TIBSubscriptionItems; FActive: Boolean; FNameList : TStringList; function GetTransaction: TIBTransaction; procedure SetDatabase(const Value: TIBDatabase); procedure SetTransaction(const Value: TIBTransaction); procedure SetActive(const Value: Boolean); procedure DoBeforeTransactionEnd(Sender: TObject); function GetDatabase: TIBDatabase; protected procedure ActivateConnection; public constructor Create(AOwner : TComponent); override; destructor Destroy; override; procedure CreateSubscriptions; function CreateScript : string; procedure DropSubscriptions(Cascade : Boolean = False); procedure GrantTo(UserName : string); procedure RevokeFrom(UserName : string); function Add(SubscriptionName : string) : TIBSubscriptionItem; function Find(SubscriptionName : string) : TIBSubscriptionItem; procedure Delete(SubscriptionName : string); procedure RetrieveFullInfo; procedure Clear; procedure Assign(Source: TPersistent); override; function SubscriptionNames : TStrings; property Active : Boolean read FActive write SetActive; property Destination : String read FDestination write FDestination; published property SubscriptionItems : TIBSubscriptionItems read FSubscriptions write FSubscriptions; property Database : TIBDatabase read GetDatabase write SetDatabase; property Transaction : TIBTransaction read GetTransaction write SetTransaction; end; implementation { TIBSubscription } uses IBX.IBXConst, System.SysUtils, IBX.IB, IBX.IBSQL, IBX.IBUtils; procedure TIBSubscriptions.ActivateConnection; begin if not Assigned(Database) then IBError(ibxeDatabaseNotAssigned, [nil]); if not Assigned(Transaction) then IBError(ibxeTransactionNotAssigned, [nil]); if not Database.Connected then Database.Open; end; function TIBSubscriptions.Add(SubscriptionName: string): TIBSubscriptionItem; begin Result := FSubscriptions.Add; Result.SubscriptionName := SubscriptionName; end; procedure TIBSubscriptions.Assign(Source: TPersistent); begin if Source is TIBSubscriptions then begin Database := TIBSubscriptions(Source).Database; Transaction := TIBSubscriptions(Source).Transaction; SubscriptionItems.Assign(TIBSubscriptions(Source).SubscriptionItems); end else inherited; end; procedure TIBSubscriptions.Clear; begin FSubscriptions.Clear; end; constructor TIBSubscriptions.Create(AOwner: TComponent); begin inherited; FBase := TIBBase.Create(Self); FBase.BeforeTransactionEnd := DoBeforeTransactionEnd; if AOwner is TIBDatabase then Database := TIBDatabase(AOwner) else if AOwner is TIBTransaction then Transaction := TIBTransaction(AOwner); FSubscriptions := TIBSubscriptionItems.Create(Self); FNameList := TStringList.Create; end; function TIBSubscriptions.CreateScript: string; var MyElem : TCollectionItem; begin for MyElem in FSubscriptions do begin if Result <> '' then Result := Result + CRLF + CRLF; Result := Result + (MyElem as TIBSubscriptionItem).CreateSQL + ';'; end; end; procedure TIBSubscriptions.CreateSubscriptions; var MyElem : TCollectionItem; SQL : string; begin for MyElem in FSubscriptions do begin SQL := TIBSubscriptionItem(MyElem).CreateSQL; Database.ExecuteImmediate(SQL); end; end; procedure TIBSubscriptions.Delete(SubscriptionName: string); var i : Integer; begin for i := FSubscriptions.Count - 1 downto 0 do begin if FSubscriptions[i].SubscriptionName = SubscriptionName then FSubscriptions.Delete(I); end; end; destructor TIBSubscriptions.Destroy; begin FBase.DisposeOf; FNameList.Free; inherited; end; procedure TIBSubscriptions.DoBeforeTransactionEnd(Sender: TObject); begin FActive := False; end; procedure TIBSubscriptions.DropSubscriptions(Cascade : Boolean); var MyElem : TCollectionItem; SQL : string; begin for MyElem in FSubscriptions do begin SQL := 'DROP SUBSCRIPTION ' + TIBSubscriptionItem(MyElem).SubscriptionName; { do not localize } if Cascade then SQL := SQL + ' CASCADE'; Database.ExecuteImmediate(SQL); end; end; function TIBSubscriptions.Find(SubscriptionName: string): TIBSubscriptionItem; var i : Integer; begin i := 0; Result := nil; while not Assigned(Result) and (i < FSubscriptions.Count) do begin if FSubscriptions[i].SubscriptionName = SubscriptionName then Result := FSubscriptions[i]; end; end; function TIBSubscriptions.GetDatabase: TIBDatabase; begin result := FBase.Database; end; function TIBSubscriptions.GetTransaction: TIBTransaction; begin result := FBase.Transaction; end; procedure TIBSubscriptions.GrantTo(UserName: string); var MyElem : TCollectionItem; SQL : string; begin for MyElem in FSubscriptions do begin SQL := 'GRANT SUBSCRIBE ON SUBSCRIPTION ' + TIBSubscriptionItem(MyElem).SubscriptionName + { do not localize } ' TO ' + UserName; { do not localize } Database.ExecuteImmediate(SQL); end; end; procedure TIBSubscriptions.RetrieveFullInfo; var MyElem : TCollectionItem; begin ActivateConnection; for MyElem in FSubscriptions do (MyElem as TIBSubscriptionItem).RetriveInfo; end; procedure TIBSubscriptions.RevokeFrom(UserName: string); var MyElem : TCollectionItem; SQL : string; begin for MyElem in FSubscriptions do begin SQL := 'REVOKE SUBSCRIBE ON SUBSCRIPTION ' + TIBSubscriptionItem(MyElem).SubscriptionName + { do not localize } ' FROM ' + UserName; { do not localize } Database.ExecuteImmediate(SQL); end; end; procedure TIBSubscriptions.SetActive(const Value: Boolean); var SQL : string; begin if Value <> FActive then begin SQL := 'SET SUBSCRIPTION '; {do not localize } SQL := SQL + FSubscriptions.SubscriptionList; if Destination <> '' then SQL := SQL + ' AT ' + QuotedStr(Destination); {do not localize } if Value then SQL := SQL + ' ACTIVE' {do not localize } else SQL := SQL + ' INACTIVE'; {do not localize } Database.ExecuteImmediate(SQL, Transaction); FActive := Value; end; end; procedure TIBSubscriptions.SetDatabase(const Value: TIBDatabase); begin if (FBase.Database <> Value) then FBase.Database := Value; end; procedure TIBSubscriptions.SetTransaction(const Value: TIBTransaction); begin if (FBase.Transaction <> Value) then FBase.Transaction := Value; end; function TIBSubscriptions.SubscriptionNames: TStrings; var Query : TIBSQL; begin FNameList.clear; if not (csReading in ComponentState) then begin ActivateConnection; Query := TIBSQL.Create(self); Database.InternalTransaction.StartTransaction; try Query.GoToFirstRecordOnExecute := False; Query.Database := DataBase; Query.Transaction := Database.InternalTransaction; Query.SQL.Text := 'Select distinct RDB$SUBSCRIPTION_NAME from RDB$SUBSCRIPTIONS'; {do not localize} Query.Prepare; Query.ExecQuery; while (not Query.EOF) and (Query.Next <> nil) do FNameList.Add(TrimRight(Query.Current.ByName('RDB$SUBSCRIPTION_NAME').AsString)); {do not localize} finally Query.Free; Database.InternalTransaction.Commit; end; end; Result := FNameList; end; { TIBSubscription } procedure TIBSubscriptionItem.Assign(Source: TPersistent); begin if Source is TIBSubscriptionItem then begin FSubscriptionName := TIBSubscriptionItem(Source).SubscriptionName; FDescription := TIBSubscriptionItem(Source).Description; FSubscriptionInfos.Assign(TIBSubscriptionItem(Source).SubscriptionInfos); end else inherited; end; procedure TIBSubscriptionItem.Clear; var MyElem : TCollectionItem; begin FSubscriptionName := ''; {do not localize } FDescription := ''; {do not localize } for MyElem in FSubscriptionInfos do TIBSubscriptionInfo(MyElem).Clear; end; constructor TIBSubscriptionItem.Create(Collection: TCollection); begin inherited; FSubscriptionInfos := TIBSubscriptionInfos.Create(Self); end; function TIBSubscriptionItem.CreateSQL: String; var First : Boolean; MyElem : TCollectionItem; begin if Assigned(Database) then Result := 'CREATE SUBSCRIPTION ' + QuoteIdentifier(Database.SQLDialect, SubscriptionName) + ' ON ' + CRLF {do not localize } else Result := 'CREATE SUBSCRIPTION ' + QuoteIdentifier(3, SubscriptionName) + ' ON ' + CRLF; {do not localize } First := true; for MyElem in FSubscriptionInfos do begin if First then begin Result := Result + TIBSubscriptionInfo(MyElem).CreateSQL; First := false; end else Result := Result + ',' + CRLF + TIBSubscriptionInfo(MyElem).CreateSQL; {do not localize } end; if FDescription <> '' then {do not localize } Result := Result + CRLF + 'DESCRIPTION ''' + FDescription + ''''; {do not localize } end; destructor TIBSubscriptionItem.Destroy; begin inherited; end; function TIBSubscriptionItem.GetDatabase: TIBDataBase; begin Result := (GetOwner as TIBSubscriptionItems).Database; end; function TIBSubscriptionItem.GetDisplayName: string; begin Result := FSubscriptionName; end; function TIBSubscriptionItem.GetTransaction: TIBTransaction; begin Result := (GetOwner as TIBSubscriptionItems).Transaction; end; function TIBSubscriptionItem.SubscriptionNames: TStrings; begin Result := (GetOwner as TIBSubscriptionItems).SubscriptionNames; end; procedure TIBSubscriptionItem.RetriveInfo; const SNamedSubscription = 'select SBS.RDB$SUBSCRIPTION_NAME, SBS.RDB$OWNER_NAME, SBS.RDB$DESCRIPTION ' + {do not localize} ' from RDB$SUBSCRIPTIONS SBS ' + {do not localize} ' where SBS.RDB$RELATION_NAME IS NULL AND ' + {do not localize} ' SBS.RDB$SUBSCRIPTION_NAME = :subscription_name'; {do not localize} STables = 'select RDB$RELATION_NAME, RDB$RELATION_COUNTER, RDB$CHANGE, RDB$INSERT, ' + {do not localize} ' RDB$UPDATE, RDB$DELETE ' + {do not localize} ' from RDB$SUBSCRIPTIONS SBS2 ' + {do not localize} ' where SBS2.RDB$SUBSCRIPTION_NAME = :subscription_name AND ' + {do not localize} ' SBS2.RDB$RELATION_NAME is not NULL AND ' + {do not localize} ' SBS2.RDB$FIELD_NAME is NULL ' + {do not localize} ' ORDER BY SBS2.RDB$SUBSCRIPTION_NAME, SBS2.RDB$RELATION_COUNTER, SBS2.RDB$FLAGS '; {do not localize} SColumns = 'select * ' + {do not localize} ' from RDB$SUBSCRIPTIONS SBS3 ' + {do not localize} ' where SBS3.RDB$SUBSCRIPTION_NAME = :subscription_name AND ' + {do not localize} ' SBS3.RDB$RELATION_COUNTER = :RELATION_COUNTER AND ' + {do not localize} ' SBS3.RDB$FIELD_NAME is not NULL AND ' + {do not localize} ' SBS3.RDB$FLAGS = 0 ' + {do not localize} ' ORDER BY SBS3.RDB$SUBSCRIPTION_NAME, SBS3.RDB$RELATION_COUNTER '; {do not localize} var sql, sqlCol : TIBSQL; Item : TIBSubscriptionInfo; begin SubscriptionInfos.Clear; sql := TIBSQL.Create(nil); sqlCol := TIBSQL.Create(nil); try sql.Database := Database; sql.Transaction := Database.InternalTransaction; sql.Transaction.StartTransaction; sqlCol.Database := Database; sqlCol.Transaction := Database.InternalTransaction; sqlCol.SQL.Text := SColumns; sql.SQL.Text := SNamedSubscription; sql.ParamByName('subscription_name').AsString := SubscriptionName; {do not localize} sql.ExecQuery; Description := sql.FieldByName('RDB$DESCRIPTION').AsString; {do not localize} sql.Close; sql.SQL.Text := STables; sql.ParamByName('subscription_name').AsString := SubscriptionName; {do not localize} sql.ExecQuery; while not sql.Eof do begin Item := SubscriptionInfos.Add(sql.FieldByName('RDB$RELATION_NAME').AsString.Trim); {do not localize} if sql.FieldByName('RDB$INSERT').AsBoolean then {do not localize} Item.DmlActions := Item.DmlActions + [diInsert]; if sql.FieldByName('RDB$UPDATE').AsBoolean then {do not localize} Item.DmlActions := Item.DmlActions + [diUpdate]; if sql.FieldByName('RDB$DELETE').AsBoolean then {do not localize} Item.DmlActions := Item.DmlActions + [diDelete]; sqlCol.ParamByName('subscription_name').AsString := SubscriptionName; {do not localize} sqlCol.ParamByName('relation_counter').AsInteger := sql.FieldByName('RDB$RELATION_COUNTER').AsInteger; {do not localize} try sqlCol.ExecQuery; while not sqlCol.Eof do begin Item.AddColumn(sqlCol.FieldByName('RDB$FIELD_NAME').AsString.Trim); {do not localize} sqlCol.Next; end; finally sqlCol.Close; end; sql.Next; end; finally sql.Transaction.Commit; sql.Free; sqlCol.Free; end; end; { TIBSubscriptionCollection } function TIBSubscriptionItems.Add: TIBSubscriptionItem; begin Result := TIBSubscriptionItem(inherited Add); end; constructor TIBSubscriptionItems.Create(AOwner: TIBSubscriptions); begin inherited Create(AOwner, TIBSubscriptionItem); end; procedure TIBSubscriptionItems.DeleteItem(item: TIBSubscriptionItem); var i : Integer; begin i := 0; while i < Count do if Items[i] = item then begin Delete(i); Exit; end else Inc(i); end; function TIBSubscriptionItems.GetDatabase: TIBDataBase; begin Result := (GetOwner as TIBSubscriptions).Database; end; function TIBSubscriptionItems.GetSubscriptionItems(Index: Integer): TIBSubscriptionItem; begin Result := TIBSubscriptionItem(inherited GetItem(Index)); end; function TIBSubscriptionItems.GetTransaction: TIBTransaction; begin Result := (GetOwner as TIBSubscriptions).Transaction; end; procedure TIBSubscriptionItems.SetSubscriptionItems(Index: Integer; const Value: TIBSubscriptionItem); begin inherited SetItem(Index, Value); end; function TIBSubscriptionItems.SubscriptionList: String; var MyEnum : TCollectionEnumerator; First : Boolean; begin First := True; MyEnum := GetEnumerator; while MyEnum.MoveNext do begin if First then begin Result := TIBSubscriptionItem(MyEnum.Current).SubscriptionName; First := False; end else Result := Result + ', ' + TIBSubscriptionItem(MyEnum.Current).SubscriptionName; {do not localize } end; MyEnum.Free; end; function TIBSubscriptionItems.SubscriptionNames: TStrings; begin Result := (GetOwner as TIBSubscriptions).SubscriptionNames; end; { TIBSubscriptionInfoCollection } function TIBSubscriptionInfos.Add: TIBSubscriptionInfo; begin Result := TIBSubscriptionInfo(inherited Add); end; function TIBSubscriptionInfos.Add( ForTable: String): TIBSubscriptionInfo; begin Result := Add; Result.ForTable := ForTable; end; constructor TIBSubscriptionInfos.Create(AOwner: TIBSubscriptionItem); begin inherited Create(AOwner, TIBSubscriptionInfo); end; procedure TIBSubscriptionInfos.DeleteInfo(info: TIBSubscriptionInfo); var i : Integer; begin i := 0; while i < Count do if Items[i] = info then begin Delete(i); Exit; end else Inc(i); end; function TIBSubscriptionInfos.GetDatabase: TIBDataBase; begin Result := (Owner as TIBSubscriptionItem).Database; end; function TIBSubscriptionInfos.GetSubscriptionInfos(Index: Integer): TIBSubscriptionInfo; begin Result := TIBSubscriptionInfo(inherited GetItem(Index)); end; function TIBSubscriptionInfos.GetTransaction: TIBTransaction; begin Result := (Owner as TIBSubscriptionItem).Transaction; end; procedure TIBSubscriptionInfos.SetSubscriptionInfos(Index: Integer; const Value: TIBSubscriptionInfo); begin inherited SetItem(Index, Value); end; { TIBSubscriptionInfoItem } procedure TIBSubscriptionInfo.AddColumn(AColumn: string); begin if FColumnList.IndexOf(AColumn) < 0 then FColumnList.Add(AColumn); end; procedure TIBSubscriptionInfo.AddColumns(Columns: TStrings); begin FColumnList.CommaText := Columns.CommaText; end; procedure TIBSubscriptionInfo.Assign(Source: TPersistent); begin if Source is TIBSubscriptionInfo then begin FForTable := TIBSubscriptionInfo(Source).ForTable; FColumnList.Assign(TIBSubscriptionInfo(Source).Columns); FDmlActions := TIBSubscriptionInfo(Source).DmlActions; end else inherited; end; procedure TIBSubscriptionInfo.Clear; begin FForTable := ''; {do not localize } FColumnList.Clear; FDmlActions := []; end; constructor TIBSubscriptionInfo.Create(Collection: TCollection); begin inherited Create(Collection); FColumnList := TStringList.Create; end; function TIBSubscriptionInfo.CreateSQL: String; var IntroString : String; begin if Assigned(Database) then Result := ' ' + QuoteIdentifier(Database.SQLDialect, ForTable) + GetColumns {do not localize } else Result := ' ' + QuoteIdentifier(3, ForTable) + GetColumns; {do not localize } if FDmlActions <> [] then Result := Result + ' FOR ROW '; {do not localize } IntroString := ''; if diInsert in FDmlActions then if IntroString.Length = 0 then IntroString := '(INSERT' {do not localize } else IntroString := IntroString + ', INSERT'; {do not localize } if diUpdate in FDmlActions then if IntroString.Length = 0 then IntroString := '(UPDATE' {do not localize } else IntroString := IntroString + ', UPDATE'; {do not localize } if diDelete in FDmlActions then if IntroString.Length = 0 then IntroString := '(DELETE' {do not localize } else IntroString := IntroString + ', DELETE'; {do not localize } if IntroString.Length > 0 then Result := Result + IntroString + ')'; {do not localize } end; destructor TIBSubscriptionInfo.Destroy; begin FColumnList.Free; inherited; end; function TIBSubscriptionInfo.GetColumns: String; var tmpList : TStringList; i : Integer; SQLDialect : Integer; begin if FColumnList.Count > 0 then begin if Assigned(Database) then SQLDialect := Database.SQLDialect else SQLDialect := 3; tmpList := TStringList.Create; try tmpList.Assign(FColumnList); tmpList.QuoteChar := #0; for i := 0 to tmpList.Count - 1 do tmpList[i] := QuoteIdentifier(SQLDialect, tmpList[i]); Result := tmpList.DelimitedText; Result := ' (' + StringReplace(Result, ',', ', ', [rfReplaceAll]) + ')'; {do not localize } finally tmpList.Free; end; end else Result := ''; {do not localize } end; function TIBSubscriptionInfo.GetDatabase: TIBDataBase; begin Result := (Collection as TIBSubscriptionInfos).Database; end; function TIBSubscriptionInfo.GetDisplayName: string; begin Result := FForTable; end; function TIBSubscriptionInfo.GetTransaction: TIBTransaction; begin Result := (Collection as TIBSubscriptionInfos).Transaction; end; procedure TIBSubscriptionInfo.SetColumnList(const Value: TStrings); begin FColumnList.CommaText := Value.CommaText; end; initialization RegisterClasses([TIBSubscriptionInfos, TIBSubscriptionInfo, TIBSubscriptionItems, TIBSubscriptionItem]); end.
unit mCoverSheetDisplayPanel_CPRS_Appts; { ================================================================================ * * Application: CPRS - Coversheet * Developer: doma.user@domain.ext * Site: Salt Lake City ISC * Date: 2015-12-08 * * Description: Customized display panel for appts/visits/admissions. * * Notes: * ================================================================================ } interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, System.ImageList, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, Vcl.ExtCtrls, Vcl.Menus, Vcl.ImgList, Vcl.ComCtrls, Vcl.StdCtrls, Vcl.Buttons, mCoverSheetDisplayPanel_CPRS, iCoverSheetIntf, oDelimitedString; type TfraCoverSheetDisplayPanel_CPRS_Appts = class(TfraCoverSheetDisplayPanel_CPRS) private { Private declarations } protected { Overridden events - TfraCoverSheetDisplayPanel_CPRS } procedure OnAddItems(aList: TStrings); override; procedure OnGetDetail(aRec: TDelimitedString; aResult: TStrings); override; public constructor Create(aOwner: TComponent); override; end; var fraCoverSheetDisplayPanel_CPRS_Appts: TfraCoverSheetDisplayPanel_CPRS_Appts; implementation uses uCore, ORFn, ORNet; {$R *.dfm} { TfraCoverSheetDisplayPanel_CPRS_Appts } constructor TfraCoverSheetDisplayPanel_CPRS_Appts.Create(aOwner: TComponent); begin inherited; AddColumn(0, 'Date/Time'); AddColumn(1, 'Location'); AddColumn(2, 'Action Req'); CollapseColumns; end; procedure TfraCoverSheetDisplayPanel_CPRS_Appts.OnAddItems(aList: TStrings); var aRec: TDelimitedString; aStr: string; begin if aList.Count = 0 then aList.Append('^No Visit Data.'); try lvData.Items.BeginUpdate; with TDelimitedString.Create(aList[0]) do try if GetPieceIsNull(1) then begin CollapseColumns; lvData.Items.Add.Caption := 'No Visit Data.'; Exit; end else ExpandColumns; finally Free; end; for aStr in aList do begin aRec := TDelimitedString.Create(aStr); with lvData.Items.Add do begin if aRec.GetPieceIsNull(1) then Caption := aRec.GetPiece(2) else Caption := FormatDateTime(DT_FORMAT, aRec.GetPieceAsTDateTime(2)); SubItems.Add(MixedCase(aRec.GetPiece(3))); SubItems.Add(MixedCase(aRec.GetPiece(4))); Data := aRec; end; end; finally lvData.Items.EndUpdate; end; end; procedure TfraCoverSheetDisplayPanel_CPRS_Appts.OnGetDetail(aRec: TDelimitedString; aResult: TStrings); begin CallVistA(CPRSParams.DetailRPC, [Patient.DFN, '', aRec.GetPiece(1)], aResult); end; end.
unit Model.CoffeMachine; interface uses SysUtils, Math; type TGrindSize = (gsSuperFine, gsFine, gsMediumFine, gsMedium); TCoffeeSelection = (csNone, csRistretto, csEspresso, csDoppio, csLungo); TBeanAmount = (baClassic, baLight, bsExtraStrong); TMachineWarning = (mnNonw, mwNoBeans, mwNoWater, mvGrinderJammed, mvDeviceDamage); type TCoffee = record Selection: TCoffeeSelection; TemperatureC: double; WaterML: double; class function Create(aSelection: TCoffeeSelection; aTemperatureC: double; aWaterML: double): TCoffee; static; function ToString: string; end; TBeanPortion = record end; TWaterPortion = record end; type IBeansContainer = interface(IInvokable) function IsContainerLoaded: boolean; function AreBeansAvaliable: boolean; function ProvideCoffeeBeans: TBeanPortion; end; IGrinder = interface(IInvokable) function IsReady: boolean; procedure SetGrindSize(aGrindSize: TGrindSize); procedure GrindCoffeeBeans(aWeightInGrams: double); end; IWaterContainer = interface(IInvokable) function IsContainerLoaded: boolean; function IsWarterAvaliable: boolean; function ProvideWarer(aMilliliters: double): TWaterPortion; end; IUserPanel = interface(IInvokable) procedure SetWarning(aWarning: TMachineWarning; aStatus: boolean); procedure CoffeeInProgress(isInProgress: boolean); end; IBrewingUnit = interface(IInvokable) procedure SetWaterTemperature(aWaterTemperatureInCelsius: double); procedure PressCoffe; procedure BrewWater(aMilliliters: double); procedure PressWater(aBarPressure: double); procedure TrashCoffe; end; IMachineTester = interface(IInvokable) function IsReadyToBrewCoffee: boolean; procedure DisplayStatus(aUserPanel: IUserPanel); end; TMachineTester = class(TInterfacedObject, IMachineTester) strict private fBeansContainer: IBeansContainer; fGrinder: IGrinder; fWaterContainer: IWaterContainer; public constructor Create(aBeansContainer: IBeansContainer; aGrinder: IGrinder; aWaterContainer: IWaterContainer); function IsReadyToBrewCoffee: boolean; procedure DisplayStatus(aUserPanel: IUserPanel); end; TCoffeeMachine = class strict private fGrinder: IGrinder; fBrewingUnit: IBrewingUnit; fUserPanel: IUserPanel; fMachineTester: IMachineTester; private fBeanAmount: TBeanAmount; function GetCoffeeWeight(aSelection: TCoffeeSelection): double; function GetWaterAmount(aSelection: TCoffeeSelection): double; function GetGrindSize(aSelection: TCoffeeSelection): TGrindSize; protected public constructor Create(aBrewingUnit: IBrewingUnit; aGrinder: IGrinder; aUserPanel: IUserPanel; aMachineTester: IMachineTester); procedure SetBeanAmount(aBeanAmount: TBeanAmount); function BrewCoffee(aSelection: TCoffeeSelection): TCoffee; end; type EMachineError = class(Exception); implementation constructor TCoffeeMachine.Create(aBrewingUnit: IBrewingUnit; aGrinder: IGrinder; aUserPanel: IUserPanel; aMachineTester: IMachineTester); begin fGrinder := aGrinder; fBrewingUnit := aBrewingUnit; fUserPanel := aUserPanel; fMachineTester := aMachineTester; fBeanAmount := baClassic; end; function TCoffeeMachine.GetCoffeeWeight(aSelection: TCoffeeSelection): double; const aCoffeeWeight: array [TBeanAmount, TCoffeeSelection] of double = { baClassic: } ((0, 7.0, 8.0, 16.0, 8.0), { baLight: } (0, 7.0, 7.0, 14.0, 7.0), { bsExtraStrong: } (0, 8.0, 9.0, 18.0, 9.0)); begin Result := aCoffeeWeight[fBeanAmount, aSelection]; end; function TCoffeeMachine.GetWaterAmount(aSelection: TCoffeeSelection): double; begin Result := 0; case aSelection of csRistretto: Result := 20.0; csEspresso: Result := 30.0; csDoppio: Result := 60.0; csLungo: Result := 45.0 else Result := 0 end; end; function TCoffeeMachine.GetGrindSize(aSelection: TCoffeeSelection): TGrindSize; begin Result := gsFine; case aSelection of csRistretto: Result := gsSuperFine; csEspresso, csDoppio: Result := gsFine; csLungo: Result := gsFine; end; end; procedure TCoffeeMachine.SetBeanAmount(aBeanAmount: TBeanAmount); begin fBeanAmount := aBeanAmount; end; function TCoffeeMachine.BrewCoffee(aSelection: TCoffeeSelection): TCoffee; const WaterTemperatureInCelsius = 85; WaterPressureInBars = 9.0; var aWaterAmount: double; begin Result.Selection := csNone; fBrewingUnit.SetWaterTemperature(WaterTemperatureInCelsius); if fMachineTester.IsReadyToBrewCoffee then begin fUserPanel.CoffeeInProgress(True); try fGrinder.SetGrindSize(GetGrindSize(aSelection)); fGrinder.GrindCoffeeBeans(GetCoffeeWeight(aSelection)); fBrewingUnit.PressCoffe; aWaterAmount := GetWaterAmount(aSelection); fBrewingUnit.BrewWater(aWaterAmount); fBrewingUnit.PressWater(WaterPressureInBars); Result.Selection := aSelection; Result.TemperatureC := WaterTemperatureInCelsius; Result.WaterML := aWaterAmount; fBrewingUnit.TrashCoffe; finally fUserPanel.CoffeeInProgress(False); end; end; fMachineTester.DisplayStatus(fUserPanel); end; { TMachineTester } constructor TMachineTester.Create(aBeansContainer: IBeansContainer; aGrinder: IGrinder; aWaterContainer: IWaterContainer); begin fBeansContainer := aBeansContainer; fGrinder := aGrinder; fWaterContainer := aWaterContainer; end; procedure TMachineTester.DisplayStatus(aUserPanel: IUserPanel); begin end; function TMachineTester.IsReadyToBrewCoffee: boolean; begin Result := {} fBeansContainer.IsContainerLoaded and {} fBeansContainer.AreBeansAvaliable and {} fGrinder.IsReady and {} fWaterContainer.IsContainerLoaded and {} fWaterContainer.IsWarterAvaliable; end; class function TCoffee.Create(aSelection: TCoffeeSelection; aTemperatureC, aWaterML: double): TCoffee; begin Result.Selection := aSelection; Result.TemperatureC := aTemperatureC; Result.WaterML := aWaterML; end; function TCoffee.ToString: string; begin case Selection of csRistretto: Result := Format('Ristretto (%.1f°C, %.0f ml)', [TemperatureC, WaterML]); csEspresso: Result := Format('Espresso (%.1f°C, %.0f ml)', [TemperatureC, WaterML]); csDoppio: Result := Format('Doppio (%.1f°C, %.0f ml)', [TemperatureC, WaterML]); csLungo: Result := Format('Lungo (%.1f°C, %.0f ml)', [TemperatureC, WaterML]); else Result := '-- no coffee --'; end; end; end.
{*****************************************} { TeeChart Pro } { TPoint3DSeries } { Copyright (c) 1995-2004 David Berneda } {*****************************************} unit TeePoin3; {$I TeeDefs.inc} interface Uses {$IFNDEF LINUX} Windows, Messages, {$ENDIF} SysUtils, Classes, {$IFDEF CLX} QGraphics, Types, {$ELSE} Graphics, {$ENDIF} TeEngine, TeeSurfa, Series, TeCanvas; type TPoint3DSeries=class; TSeriesClickPointer3DEvent=Procedure( Sender:TPoint3DSeries; ValueIndex:Integer; X, Y: Integer) of object; TPoint3DSeries = class(TCustom3DSeries) private FBaseLine : TChartHiddenPen; FDepthSize : Double; FPointer : TSeriesPointer; { events } FOnClickPointer : TSeriesClickPointer3DEvent; FOnGetPointerStyle : TOnGetPointerStyle; { internal } IOldX : Integer; IOldY : Integer; IOldZ : Integer; Function GetLinePen:TChartPen; procedure SetBaseLine(const Value: TChartHiddenPen); Procedure SetDepthSize(Const Value:Double); Procedure SetPointer(Value:TSeriesPointer); protected Procedure AddSampleValues(NumValues:Integer; OnlyMandatory:Boolean=False); override; Procedure CalcHorizMargins(Var LeftMargin,RightMargin:Integer); override; Procedure CalcVerticalMargins(Var TopMargin,BottomMargin:Integer); override; Procedure CalcZPositions(ValueIndex:Integer); virtual; class Procedure CreateSubGallery(AddSubChart:TChartSubGalleryProc); override; Procedure DrawLegendShape(ValueIndex:Integer; Const Rect:TRect); override; Procedure DrawMark( ValueIndex:Integer; Const St:String; APosition:TSeriesMarkPosition); override; Procedure DrawValue(ValueIndex:Integer); override; // 7.0 moved from public Function GetDepthSize(ValueIndex:Integer):Integer; virtual; class Function GetEditorClass:String; override; Procedure PrepareForGallery(IsEnabled:Boolean); override; Procedure SetParentChart(Const Value:TCustomAxisPanel); override; class Procedure SetSubGallery(ASeries:TChartSeries; Index:Integer); override; class Function SubGalleryStyles:Boolean; virtual; public Constructor Create(AOwner: TComponent); override; Destructor Destroy; override; Procedure Assign(Source:TPersistent); override; Function Clicked(x,y:Integer):Integer; override; Function MaxZValue:Double; override; published property Active; property ColorEachPoint; property ColorSource; property Cursor; property HorizAxis; property Marks; property ParentChart; property DataSource; property PercentFormat; property SeriesColor; property ShowInLegend; property Title; property ValueFormat; property VertAxis; property XLabelsSource; { events } property AfterDrawValues; property BeforeDrawValues; property OnAfterAdd; property OnBeforeAdd; property OnClearValues; property OnClick; property OnDblClick; property OnGetMarkText; property OnMouseEnter; property OnMouseLeave; property BaseLine:TChartHiddenPen read FBaseLine write SetBaseLine; // 6.02 property DepthSize:Double read FDepthSize write SetDepthSize; property LinePen:TChartPen read GetLinePen write SetPen; property Pointer:TSeriesPointer read FPointer write SetPointer; property TimesZOrder; property XValues; property YValues; property ZValues; { events } property OnClickPointer:TSeriesClickPointer3DEvent read FOnClickPointer write FOnClickPointer; property OnGetPointerStyle:TOnGetPointerStyle read FOnGetPointerStyle write FOnGetPointerStyle; end; TBubble3DSeries = class(TPoint3DSeries) private FRadiusValues : TChartValueList; { <-- Bubble's radius storage } Function ApplyRadius( Const Value:Double; AList:TChartValueList; Increment:Boolean):Double; Procedure SetRadiusValues(Value:TChartValueList); protected Procedure AddSampleValues(NumValues:Integer; OnlyMandatory:Boolean=False); override; { <-- to add random radius values } Procedure CalcZPositions(ValueIndex:Integer); override; procedure DrawValue(ValueIndex:Integer); override; { <-- main draw method } Function GetDepthSize(ValueIndex:Integer):Integer; override; Procedure PrepareForGallery(IsEnabled:Boolean); override; class Function SubGalleryStyles:Boolean; override; public Constructor Create(AOwner: TComponent); override; Function AddBubble(Const AX,AY,AZ,ARadius:Double; Const AXLabel:String=''; AColor:TColor=clTeeColor):Integer; Function IsValidSourceOf(Value:TChartSeries):Boolean; override; Function MaxYValue:Double; override; // adds radius Function MinYValue:Double; override; // substracts radius Function MaxZValue:Double; override; Function MinZValue:Double; override; published property ColorEachPoint default True; property RadiusValues:TChartValueList read FRadiusValues write SetRadiusValues; end; implementation Uses Math, Chart, TeeConst, TeeProCo; { TPoint3DSeries } Constructor TPoint3DSeries.Create(AOwner: TComponent); begin inherited; FPointer:=TSeriesPointer.Create(Self); FBaseLine:=TChartHiddenPen.Create(CanvasChanged); end; Destructor TPoint3DSeries.Destroy; begin FBaseLine.Free; FPointer.Free; inherited; end; class Function TPoint3DSeries.SubGalleryStyles:Boolean; begin result:=True; end; Procedure TPoint3DSeries.SetPointer(Value:TSeriesPointer); Begin FPointer.Assign(Value); end; Procedure TPoint3DSeries.CalcZPositions(ValueIndex:Integer); var tmp : Integer; begin // do not call inherited here MiddleZ:=CalcZPos(ValueIndex); tmp:=Math.Max(1,GetDepthSize(ValueIndex)); StartZ:=MiddleZ-tmp; EndZ:=MiddleZ+tmp; end; Function TPoint3DSeries.GetLinePen:TChartPen; begin result:=Pen; end; type TPointerAccess=class(TSeriesPointer); Procedure TPoint3DSeries.CalcHorizMargins(Var LeftMargin,RightMargin:Integer); begin inherited; TPointerAccess(FPointer).CalcHorizMargins(LeftMargin,RightMargin); end; Procedure TPoint3DSeries.CalcVerticalMargins(Var TopMargin,BottomMargin:Integer); begin inherited; TPointerAccess(FPointer).CalcVerticalMargins(TopMargin,BottomMargin); end; Procedure TPoint3DSeries.DrawValue(ValueIndex:Integer); var tmpColor : TColor; tmpStyle : TSeriesPointerStyle; tmpX : Integer; tmpY : Integer; tmpZ : Integer; tmpFirst : Integer; begin tmpColor:=ValueColor[ValueIndex]; if tmpColor<clNone then // 7.0 begin CalcZPositions(ValueIndex); With Pointer do begin tmpX:=CalcXPos(ValueIndex); tmpY:=CalcYPos(ValueIndex); if Visible then begin { emulate TCustomSeries.DrawPointer method } PrepareCanvas(ParentChart.Canvas,tmpColor); if Assigned(FOnGetPointerStyle) then tmpStyle:=FOnGetPointerStyle(Self,ValueIndex) else tmpStyle:=FPointer.Style; DrawPointer( ParentChart.Canvas,ParentChart.View3D, tmpX,tmpY,HorizSize,VertSize,tmpColor,tmpStyle); end; if BaseLine.Visible then begin tmpZ:=CalcZPos(ValueIndex); ParentChart.Canvas.AssignVisiblePen(BaseLine); ParentChart.Canvas.MoveTo3D(tmpX,tmpY+VertSize,tmpZ); ParentChart.Canvas.LineTo3D(tmpX,GetVertAxis.IEndPos,tmpZ); end; tmpFirst:=FirstDisplayedIndex; // Problem when ValueColor[First] is clNone (null point) if (ValueIndex<>tmpFirst) and LinePen.Visible then With ParentChart.Canvas do begin AssignVisiblePen(LinePen); BackMode:=cbmTransparent; MoveTo3D(IOldX,IOldY,IOldZ); LineTo3D(tmpX,tmpY,MiddleZ); end; IOldX:=tmpX; IOldY:=tmpY; IOldZ:=MiddleZ; end; end; end; Procedure TPoint3DSeries.DrawLegendShape(ValueIndex:Integer; Const Rect:TRect); var tmpColor : TColor; begin if FPointer.Visible then begin if ValueIndex=TeeAllValues then tmpColor:=SeriesColor else tmpColor:=ValueColor[ValueIndex]; TeePointerDrawLegend(Pointer,tmpColor,Rect,LinePen.Visible); end else inherited; end; Procedure TPoint3DSeries.AddSampleValues(NumValues:Integer; OnlyMandatory:Boolean=False); var t : Integer; Begin for t:=1 to NumValues do AddXYZ( RandomValue(100), RandomValue(100), RandomValue(100)); end; Procedure TPoint3DSeries.SetDepthSize(Const Value:Double); begin SetDoubleProperty(FDepthSize,Value); end; Function TPoint3DSeries.MaxZValue:Double; begin result:=ZValues.MaxValue+FDepthSize; end; Procedure TPoint3DSeries.DrawMark( ValueIndex:Integer; Const St:String; APosition:TSeriesMarkPosition); begin CalcZPositions(ValueIndex); if FPointer.Visible then Marks.ZPosition:=MiddleZ else Marks.ZPosition:=StartZ; Marks.ApplyArrowLength(APosition); inherited; end; Procedure TPoint3DSeries.Assign(Source:TPersistent); begin if Source is TPoint3DSeries then With TPoint3DSeries(Source) do begin Self.Pointer :=FPointer; Self.FDepthSize:=FDepthSize; Self.BaseLine :=BaseLine; end; inherited; end; class Function TPoint3DSeries.GetEditorClass:String; Begin result:='TPoint3DSeriesEditor'; { <-- dont translate ! } end; Procedure TPoint3DSeries.PrepareForGallery(IsEnabled:Boolean); begin inherited; LinePen.Color:=clNavy; ParentChart.View3DOptions.Zoom:=60; end; Function TPoint3DSeries.Clicked(x,y:Integer):Integer; var t : Integer; tmpX : Integer; tmpY : Integer; OldX : Integer; OldY : Integer; begin OldX:=X; OldY:=Y; result:=inherited Clicked(x,y); if result=TeeNoPointClicked then if FPointer.Visible then for t:=0 to Count-1 do begin tmpX:=CalcXPos(t); tmpY:=CalcYPos(t); X:=OldX; Y:=OldY; if Assigned(ParentChart) then ParentChart.Canvas.Calculate2DPosition(X,Y,CalcZPos(t)); if (Abs(tmpX-X)<FPointer.HorizSize) and { <-- Canvas.Zoom? } (Abs(tmpY-Y)<FPointer.VertSize) then begin if Assigned(FOnClickPointer) then FOnClickPointer(Self,t,OldX,OldY); result:=t; break; end; end; end; procedure TPoint3DSeries.SetParentChart(const Value: TCustomAxisPanel); begin inherited; if Assigned(Value) then { 5.01 } FPointer.ParentChart:=Value; end; class procedure TPoint3DSeries.CreateSubGallery( AddSubChart: TChartSubGalleryProc); begin inherited; AddSubChart(TeeMsg_NoPoint); AddSubChart(TeeMsg_Lines); AddSubChart(TeeMsg_NoLine); AddSubChart(TeeMsg_Colors); AddSubChart(TeeMsg_Marks); AddSubChart(TeeMsg_Hollow); AddSubChart(TeeMsg_NoBorder); if SubGalleryStyles then begin AddSubChart(TeeMsg_Point2D); AddSubChart(TeeMsg_Triangle); AddSubChart(TeeMsg_Star); AddSubChart(TeeMsg_Circle); AddSubChart(TeeMsg_DownTri); AddSubChart(TeeMsg_Cross); AddSubChart(TeeMsg_Diamond); end; end; class procedure TPoint3DSeries.SetSubGallery(ASeries: TChartSeries; Index: Integer); begin With TPoint3DSeries(ASeries) do Case Index of 1: Pointer.Hide; 2: BaseLine.Visible:=True; 3: Pen.Hide; 4: ColorEachPoint:=True; 5: Marks.Visible:=True; 6: Pointer.Brush.Style:=bsClear; 7: Pointer.Pen.Hide; 8: Pointer.Draw3D:=False; 9: Pointer.Style:=psTriangle; 10: Pointer.Style:=psStar; 11: Pointer.Style:=psCircle; 12: Pointer.Style:=psDownTriangle; 13: Pointer.Style:=psCross; 14: Pointer.Style:=psDiamond; else inherited; end; end; procedure TPoint3DSeries.SetBaseLine(const Value: TChartHiddenPen); begin FBaseLine.Assign(Value); end; function TPoint3DSeries.GetDepthSize(ValueIndex: Integer): Integer; begin result:=ParentChart.DepthAxis.CalcSizeValue(FDepthSize) div 2; end; { TBubble3DSeries } Constructor TBubble3DSeries.Create(AOwner: TComponent); begin inherited; FRadiusValues:=TChartValueList.Create(Self,TeeMsg_ValuesBubbleRadius); { <-- radius storage } TPointerAccess(Pointer).AllowChangeSize:=False; Pointer.Style:=psCircle; ColorEachPoint:=True; LinePen.Visible:=False; end; function TBubble3DSeries.AddBubble(const AX, AY, AZ, ARadius: Double; const AXLabel: String; AColor: TColor): Integer; begin RadiusValues.TempValue:=ARadius; result:=AddXYZ(AX,AY,AZ,AXLabel,AColor); end; procedure TBubble3DSeries.AddSampleValues(NumValues: Integer; OnlyMandatory: Boolean); Var t : Integer; s : TSeriesRandomBounds; Begin s:=RandomBounds(NumValues); with s do for t:=1 to NumValues do { some sample values to see something in design mode } Begin AddBubble( tmpX, { X } RandomValue(Round(DifY)), { Y } RandomValue(200), { Z } (DifY/15.0)+Round(DifY/(10+RandomValue(15))) { <- Radius } ); tmpX:=tmpX+StepX; end; end; Function TBubble3DSeries.GetDepthSize(ValueIndex:Integer):Integer; begin result:=ParentChart.DepthAxis.CalcSizeValue(RadiusValues.Value[ValueIndex]); end; procedure TBubble3DSeries.DrawValue(ValueIndex: Integer); var tmpSize : Integer; begin tmpSize:=GetVertAxis.CalcSizeValue(RadiusValues.Value[ValueIndex]); TPointerAccess(Pointer).ChangeHorizSize(tmpSize); TPointerAccess(Pointer).ChangeVertSize(tmpSize); inherited; end; function TBubble3DSeries.IsValidSourceOf(Value: TChartSeries): Boolean; begin // Only 3D Bubbles can be assigned to 3D Bubbles result:=Value is TBubble3DSeries; end; procedure TBubble3DSeries.SetRadiusValues(Value: TChartValueList); begin SetChartValueList(FRadiusValues,Value); end; function TBubble3DSeries.ApplyRadius(const Value: Double; AList: TChartValueList; Increment: Boolean): Double; var t : Integer; begin result:=Value; for t:=0 to Count-1 do if Increment then result:=Math.Max(result,AList.Value[t]+RadiusValues.Value[t]) else result:=Math.Min(result,AList.Value[t]-RadiusValues.Value[t]); end; function TBubble3DSeries.MaxYValue: Double; begin result:=ApplyRadius(inherited MaxYValue,YValues,True); end; function TBubble3DSeries.MaxZValue: Double; begin result:=ApplyRadius(inherited MaxZValue,ZValues,True); end; function TBubble3DSeries.MinYValue: Double; begin result:=ApplyRadius(inherited MinYValue,YValues,False); end; function TBubble3DSeries.MinZValue: Double; begin result:=ApplyRadius(inherited MinZValue,ZValues,False); end; class Function TBubble3DSeries.SubGalleryStyles:Boolean; begin result:=False; end; procedure TBubble3DSeries.CalcZPositions(ValueIndex: Integer); var tmp : Integer; begin if Pointer.Draw3D and ParentChart.Canvas.SupportsFullRotation then inherited else begin StartZ:=CalcZPos(ValueIndex); tmp:=Math.Max(1,GetDepthSize(ValueIndex)); MiddleZ:=StartZ+tmp; EndZ:=MiddleZ+tmp; end; end; procedure TBubble3DSeries.PrepareForGallery(IsEnabled: Boolean); begin inherited; Pointer.Gradient.Visible:=True; end; initialization RegisterTeeSeries(TPoint3DSeries, {$IFNDEF CLR}@{$ENDIF}TeeMsg_GalleryPoint3D, {$IFNDEF CLR}@{$ENDIF}TeeMsg_Gallery3D,1); RegisterTeeSeries(TBubble3DSeries, {$IFNDEF CLR}@{$ENDIF}TeeMsg_GalleryBubble3D, {$IFNDEF CLR}@{$ENDIF}TeeMsg_Gallery3D,1); finalization UnRegisterTeeSeries([TPoint3DSeries,TBubble3DSeries]); end.
unit uFuncionarioEdt; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, Vcl.StdCtrls, Vcl.Buttons, Vcl.ExtCtrls, Vcl.ComCtrls, ENumEd, EChkCPF, Vcl.Mask, EDBDate, EDateEd, Vcl.Grids, Vcl.Samples.Calendar, Vcl.DBCtrls; type TOperacao = (OpIncluir, OpAlterar, OpExcluir); TfrmFuncionarioEdt = class(TForm) pnlRodape: TPanel; pnlControle: TPanel; btnFechar: TBitBtn; btnOK: TBitBtn; gpDadospessoai: TGroupBox; lb2: TLabel; lb3: TLabel; lb4: TLabel; edtPON_NOME_FUN: TEdit; mePON_CPF_FUN: TMaskEdit; pgcCorpo: TPageControl; tsDadosPessoais: TTabSheet; tsEndereco: TTabSheet; gpEndereco: TGroupBox; lb8: TLabel; lb9: TLabel; lb10: TLabel; lb11: TLabel; lb12: TLabel; edPON_CIDADE_FUN: TEdit; mePON_CEP_FUN: TMaskEdit; cbbPON_ESTADO_FUN: TComboBox; edPON_BAIRRO_FUN: TEdit; edPON_ENDERECO_FUN: TEdit; tsContato: TTabSheet; gpContato: TGroupBox; lb5: TLabel; lb7: TLabel; lb13: TLabel; edPON_EMAIL_FUN: TEdit; mePON_CELULAR_FUN: TMaskEdit; mePON_TEL_FUN: TMaskEdit; tsHorarioPonto: TTabSheet; gp1: TGroupBox; lb1: TLabel; lb14: TLabel; lstHorarioInicial: TListBox; lstHorarioFinal: TListBox; edtPON_DATANASC_FUN: TEvDateEdit; dblst1: TDBListBox; procedure btnOKClick(Sender: TObject); procedure FormShow(Sender: TObject); procedure mePON_CPF_FUNExit(Sender: TObject); private { Private declarations } procedure carregarRegistro; procedure carregarPONTBBAT; procedure moverDadosFormulario; procedure limparCampos; function testarDados: Boolean; function incluir: Boolean; function alterar: Boolean; function excluir: Boolean; public { Public declarations } Operacao: TOperacao; pPON_PK_SEQ_FUN: Integer; end; var frmFuncionarioEdt: TfrmFuncionarioEdt; implementation {$R *.dfm} uses uDmDados, uConstates, uTipoFeriado, uFuncionario, uFuncoes; { TfrmTipoFeriadoEdt } function TfrmFuncionarioEdt.alterar: Boolean; begin carregarRegistro; if not dmDados.cdsPONTBTPF.IsEmpty then begin try dmDados.cdsPONTBTPF.Edit; dmDados.cdsPONTBTPF.FieldByName('PON_DESC_TPF').AsString := edtPON_NOME_FUN.Text; dmDados.cdsPONTBTPF.Post; dmDados.cdsPONTBTPF.ApplyUpdates(0); frmTipoFeriado.AtualizaGrid; except on e: Exception do begin ShowMessage('Erro ao alterar tipo de feriado: ' + e.Message); end; end; end; Result := True; end; procedure TfrmFuncionarioEdt.btnOKClick(Sender: TObject); begin if testarDados then begin if Operacao = OpIncluir then begin if incluir then begin ShowMessage('Registro incluido com sucesso!'); limparCampos; pgcCorpo.ActivePageIndex := 0; if edtPON_NOME_FUN.CanFocus then edtPON_NOME_FUN.SetFocus; end; end else if Operacao = OpAlterar then begin if alterar then begin ShowMessage('Registro alterado com sucesso!'); ModalResult := mrOk; end; end else begin if MessageDlg('Tem certeza que deseja excluir esse registro?', mtConfirmation, [mbYes, mbNo], 0) = mrYes then begin if excluir then begin ShowMessage('Registro excluído com sucesso!'); ModalResult := mrOk; end; end; end; end; end; procedure TfrmFuncionarioEdt.carregarRegistro; begin dmDados.cdsPONTBFUN.Close; dmDados.cdsPONTBFUN.CommandText := ' SELECT * FROM PONTBFUN WHERE PON_PK_SEQ_FUN = ' + QuotedStr(VarToStr(pPON_PK_SEQ_FUN)); dmDados.cdsPONTBFUN.Open; end; function TfrmFuncionarioEdt.excluir: Boolean; begin carregarRegistro; if not dmDados.cdsPONTBTPF.IsEmpty then begin try dmDados.cdsPONTBTPF.Delete; dmDados.cdsPONTBTPF.ApplyUpdates(0); frmTipoFeriado.AtualizaGrid; except on e: Exception do begin ShowMessage('Erro ao ecluir tipo de feriado: ' + e.Message); end; end; end; Result := True; end; procedure TfrmFuncionarioEdt.FormShow(Sender: TObject); begin if Operacao = OpIncluir then begin Caption := 'Inclusão funcionário'; pgcCorpo.ActivePageIndex := 0; edtPON_NOME_FUN.SetFocus; edtPON_DATANASC_FUN.DateText := DateToStr(Now); CarregarPONTBBAT; end else if Operacao = OpAlterar then begin Caption := 'Alteração de funcionário'; carregarRegistro; moverDadosFormulario; frmFuncionario.AtualizaGrid; end else begin Caption := 'Exclusão de tipo de feriado'; carregarRegistro; CarregarPONTBBAT; // MoverDadosFormularios; frmTipoFeriado.AtualizaGrid; pnlControle.Enabled := False; btnOK.SetFocus; end; end; function TfrmFuncionarioEdt.incluir: Boolean; begin try dmDados.carregarPONTBFUN; dmDados.cdsPONTBFUN.Insert; // Mover dados pessoais dmDados.cdsPONTBFUN.FieldByName('PON_PK_SEQ_FUN').AsInteger := 0; dmDados.cdsPONTBFUN.FieldByName('PON_NOME_FUN').AsString := edtPON_NOME_FUN.Text; dmDados.cdsPONTBFUN.FieldByName('PON_CPF_FUN').AsString := mePON_CPF_FUN.Text; dmDados.cdsPONTBFUN.FieldByName('PON_DATANASC_FUN').AsDateTime := StrToDateTime(edtPON_DATANASC_FUN.DateText); // Mover dados do Endereço dmDados.cdsPONTBFUN.FieldByName('PON_CEP_FUN').AsString := mePON_CEP_FUN.Text; if cbbPON_ESTADO_FUN.ItemIndex > -1 then dmDados.cdsPONTBFUN.FieldByName('PON_ESTADO_FUN').AsString := cbbPON_ESTADO_FUN.Text; dmDados.cdsPONTBFUN.FieldByName('PON_CIDADE_FUN').AsString := edPON_CIDADE_FUN.Text; dmDados.cdsPONTBFUN.FieldByName('PON_BAIRRO_FUN').AsString := edPON_BAIRRO_FUN.Text; dmDados.cdsPONTBFUN.FieldByName('PON_ENDERECO_FUN').AsString := edPON_ENDERECO_FUN.Text; // Mover dados contato dmDados.cdsPONTBFUN.FieldByName('PON_CELULAR_FUN').AsString := mePON_CELULAR_FUN.Text; dmDados.cdsPONTBFUN.FieldByName('PON_TEL_FUN').AsString := mePON_TEL_FUN.Text; dmDados.cdsPONTBFUN.FieldByName('PON_EMAIL_FUN').AsString := edPON_EMAIL_FUN.Text; // Mover dados da batida de ponto dmDados.cdsPONTBFUN.FieldByName('PON_BATMANHA_FUN').AsInteger := lstHorarioInicial.ItemIndex; dmDados.cdsPONTBFUN.FieldByName('PON_BATTARDE_FUN').AsInteger := lstHorarioFinal.ItemIndex; dmDados.cdsPONTBFUN.Post; dmDados.cdsPONTBFUN.ApplyUpdates(0); frmFuncionario.AtualizaGrid; except on e: Exception do begin ShowMessage('Erro ao inserir funcionário: ' + e.Message); end; end; Result := True; end; procedure TfrmFuncionarioEdt.mePON_CPF_FUNExit(Sender: TObject); begin if Trim(mePON_CPF_FUN.Text) <> '' then begin if not uFuncoes.testacpf(mePON_CPF_FUN.Text) then ShowMessage('CPF Invalido!'); end; end; procedure TfrmFuncionarioEdt.CarregarPONTBBAT; var horarios : string; numero: Integer; begin horarios := ''; numero := 0; dmDados.carregarPONTBBAT; while not dmDados.cdsPONTBBAT.Eof do begin horarios := dmDados.cdsPONTBBAT.FieldByName('PON_HORAINICIAL_BAT').AsString + ' ás ' + dmDados.cdsPONTBBAT.FieldByName('PON_HORAFINAL_BAT').AsString; lstHorarioInicial.Items[numero] := horarios; lstHorarioFinal.Items[numero] := horarios; dmDados.cdsPONTBBAT.Next; uFuncoes.Inc(numero); end; end; procedure TfrmFuncionarioEdt.moverDadosFormulario; begin try // Mover dados pessoais edtPON_NOME_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_NOME_FUN').AsString; mePON_CPF_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_CPF_FUN').AsString; edtPON_DATANASC_FUN.DateText := dmDados.cdsPONTBFUN.FieldByName('PON_DATANASC_FUN').AsString; // Mover dados do Endereço mePON_CEP_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_CEP_FUN').AsString; cbbPON_ESTADO_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_ESTADO_FUN').AsString; edPON_CIDADE_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_CIDADE_FUN').AsString; edPON_BAIRRO_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_BAIRRO_FUN').AsString; edPON_ENDERECO_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_ENDERECO_FUN').AsString; // Mover dados contato mePON_CELULAR_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_CELULAR_FUN').AsString; mePON_TEL_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_TEL_FUN').AsString; edPON_EMAIL_FUN.Text := dmDados.cdsPONTBFUN.FieldByName('PON_EMAIL_FUN').AsString; // // Mover dados da batida de ponto // dmDados.cdsPONTBFUN.FieldByName('PON_BATMANHA_FUN').AsInteger := 3; // dmDados.cdsPONTBFUN.FieldByName('PON_BATTARDE_FUN').AsInteger := 5; except on e: Exception do begin ShowMessage('Erro ao mover funcionário para formulário: ' + e.Message); end; end; end; procedure TfrmFuncionarioEdt.limparCampos; begin // Mover dados pessoais edtPON_NOME_FUN.Text := ''; mePON_CPF_FUN.Text := ''; edtPON_DATANASC_FUN.DateText := DateToStr(now); // Mover dados do Endereço mePON_CEP_FUN.Text := ''; cbbPON_ESTADO_FUN.Text := ''; edPON_CIDADE_FUN.Text := ''; edPON_BAIRRO_FUN.Text := ''; edPON_ENDERECO_FUN.Text := ''; // Mover dados contato mePON_CELULAR_FUN.Text := ''; mePON_TEL_FUN.Text := ''; edPON_EMAIL_FUN.Text := ''; // // Mover dados da batida de ponto // dmDados.cdsPONTBFUN.FieldByName('PON_BATMANHA_FUN').AsInteger := 3; // dmDados.cdsPONTBFUN.FieldByName('PON_BATTARDE_FUN').AsInteger := 5; end; function TfrmFuncionarioEdt.testarDados: Boolean; begin Result := False; if (Operacao = OpIncluir) or (Operacao = OpAlterar) then begin if edtPON_NOME_FUN.Text = '' then begin ShowMessage('Informe o nome do funcionário.'); if edtPON_NOME_FUN.CanFocus then edtPON_NOME_FUN.SetFocus; Exit; end; if (edtPON_DATANASC_FUN.DateText = '') then begin ShowMessage('Data de nascimento deve ser infomada.'); if edtPON_DATANASC_FUN.CanFocus then edtPON_DATANASC_FUN.SetFocus; Exit; end; if mePON_CPF_FUN.Text = '' then begin ShowMessage('CPF deve ser infomado'); if mePON_CPF_FUN.CanFocus then mePON_CPF_FUN.SetFocus; Exit; end end; Result := True; end; end.
unit Module.ValueObject.StringVO; interface type IStringVO = interface(IInterface) ['{A362E218-6B58-4837-A4BF-E2CD070C7C49}'] function AsString: string; end; implementation end.
unit uUploadVio; interface uses System.Classes, SysUtils, ActiveX, uGlobal, uRequestItf, uJsonUtils, FireDAC.Comp.Client, Generics.Collections; type TUploadVioThread = class(TThread) private procedure UploadVio(systemid: String); procedure GetVio; protected procedure Execute; override; end; implementation { Important: Methods and properties of objects in visual components can only be used in a method called using Synchronize, for example, Synchronize(UpdateCaption); and UpdateCaption could look like, procedure TUploadVioThread.UpdateCaption; begin Form1.Caption := 'Updated in a thread'; end; or Synchronize( procedure begin Form1.Caption := 'Updated in thread via an anonymous method' end ) ); where an anonymous method is passed. Similarly, the developer can call the Queue method with similar parameters as above, instead passing another TThread class as the first parameter, putting the calling thread in a queue with the other thread. } { TUploadVioThread } procedure TUploadVioThread.Execute; begin ActiveX.CoInitialize(nil); gLogger.Info('Upload Vio Thread Start'); GetVio(); gLogger.Info('Upload Vio Thread End'); ActiveX.CoUninitialize; end; procedure TUploadVioThread.GetVio; var s: String; begin s := 'select a.systemid from T_VIO_HIS a inner join S_Device b on a.WFDD = b.SBBH where b.AutoUpload = 1 and a.zt=''2'''; s := s + ' union '; s := s + ' select systemid from T_VIO_HIS where DATEDIFF(DAY, WFSJ, GETDATE()) >= 10 and zt = ''2'' '; with gSQLHelper.Query(s) do begin while not Eof do begin UploadVio(Fields[0].AsString); Next; end; Free; end; end; procedure TUploadVioThread.UploadVio(systemid: String); var s: string; begin s := TRequestItf.DbQuery('UploadVio', 'systemid=' + systemid); gLogger.Info('[UploadVio] ' + systemid + ',ÉÏ´«½á¹û:' + s); end; end.
unit LoanList; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, BaseDocked, Vcl.StdCtrls, RzLabel, Vcl.ExtCtrls, RzPanel, Data.DB, Vcl.Mask, RzEdit, Vcl.Grids, Vcl.DBGrids, RzDBGrid, LoanListIntf, DockedFormIntf, AppConstants, ADODB, System.Rtti, Vcl.DBCtrls, RzDBCmbo, RzButton, RzRadChk, RzDBChk, RzDBEdit, RzCmboBx; type TfrmLoanList = class(TfrmBaseDocked, ILoanListFilter, IDockedForm) pnlSearch: TRzPanel; Label1: TLabel; edSearchKey: TRzEdit; pnlList: TRzPanel; grList: TRzDBGrid; pnlDockMain: TRzPanel; urlPending: TRzURLLabel; urlAssessed: TRzURLLabel; urlApproved: TRzURLLabel; urlActive: TRzURLLabel; urlCancelled: TRzURLLabel; urlRejected: TRzURLLabel; urlClosed: TRzURLLabel; procedure grListDblClick(Sender: TObject); procedure edSearchKeyChange(Sender: TObject); procedure urlPendingClick(Sender: TObject); procedure urlAssessedClick(Sender: TObject); procedure urlApprovedClick(Sender: TObject); procedure urlActiveClick(Sender: TObject); procedure urlCancelledClick(Sender: TObject); procedure urlRejectedClick(Sender: TObject); procedure urlClosedClick(Sender: TObject); private { Private declarations } public { Public declarations } procedure FilterList(const filterType: TLoanFilterType); procedure SetTitle(const title: string); end; implementation {$R *.dfm} uses AppData, FormsUtil, Loan, DockIntf, LoanClient, Employer; procedure TfrmLoanList.edSearchKeyChange(Sender: TObject); var filter: string; begin inherited; if Trim(edSearchKey.Text) <> '' then filter := 'name like ''*' + edSearchKey.Text + '*''' else filter := ''; grList.DataSource.DataSet.Filter := filter; end; procedure TfrmLoanList.FilterList(const filterType: TLoanFilterType); begin with (grList.DataSource.DataSet as TADODataSet).Parameters do ParamByName('@filter_type').Value := filterType; OpenGridDataSources(pnlList); end; procedure TfrmLoanList.grListDblClick(Sender: TObject); var id: string; intf: IDock; empl: TEmployer; begin with grList.DataSource.DataSet do begin if RecordCount > 0 then begin empl := TEmployer.Create(FieldByName('emp_id').AsString, FieldByName('emp_name').AsString, FieldByName('emp_add').AsString,nil); id := FieldByName('loan_id').AsString; ln := TLoan.Create; ln.Id := id; ln.Client := TLoanClient.Create(FieldByName('entity_id').AsString, FieldByName('name').AsString, empl, FieldByName('client_addr').AsString, FieldByName('age').AsInteger, FieldByName('net_pay').AsCurrency, FieldByName('valid_ident_docs').AsInteger); ln.Status := FieldByName('status_id').AsString; ln.Action := laNone; if Supports(Application.MainForm,IDock,intf) then intf.DockForm(fmLoanMain); end; end; end; procedure TfrmLoanList.SetTitle(const title: string); begin lblTitle.Caption := title; end; procedure TfrmLoanList.urlActiveClick(Sender: TObject); begin inherited; FilterList(lftActive); SetTitle('Active loans'); end; procedure TfrmLoanList.urlApprovedClick(Sender: TObject); begin inherited; FilterList(lftApproved); SetTitle('Approved loans'); end; procedure TfrmLoanList.urlAssessedClick(Sender: TObject); begin inherited; FilterList(lftAssessed); SetTitle('Assessed loans'); end; procedure TfrmLoanList.urlCancelledClick(Sender: TObject); begin inherited; FilterList(lftCancelled); SetTitle('Cancelled loans'); end; procedure TfrmLoanList.urlClosedClick(Sender: TObject); begin inherited; FilterList(lftClosed); SetTitle('Closed loans'); end; procedure TfrmLoanList.urlPendingClick(Sender: TObject); begin inherited; FilterList(lftPending); SetTitle('Pending loans'); end; procedure TfrmLoanList.urlRejectedClick(Sender: TObject); begin inherited; FilterList(lftRejected); SetTitle('Rejected loans'); end; end.
unit ClassLetterStack; interface uses ClassLetters; type TStack = array[1..7] of TLetter; TLetterStack = class private FLetters : TLetters; FStack : TStack; public constructor Create( Letters : TLetters ); destructor Destroy; override; procedure PopStack( Letters : array of TLetter ); procedure TakeNew; procedure ChangeStack; procedure ChangeSomeLetters( Letters : array of TLetter ); property Stack : TStack read FStack; end; implementation //============================================================================== // Constructor / destructor //============================================================================== constructor TLetterStack.Create( Letters : TLetters ); begin inherited Create; FLetters := Letters; end; destructor TLetterStack.Destroy; begin inherited; end; //============================================================================== // P U B L I C //============================================================================== procedure TLetterStack.PopStack( Letters : array of TLetter ); var I, J : integer; begin for I := Low( Letters ) to High( Letters ) do for J := Low( FStack ) to High( FStack ) do if ((FStack[J].C = Letters[I].C) and (FStack[J].Value = Letters[I].Value)) then begin FStack[J].C := #0; FStack[J].Value := 0; break; end; for I := Low( FStack ) to High( FStack ) do if (FStack[I].C = #0) then for J := I+1 to High( FStack ) do if (FStack[J].C <> #0) then begin FStack[I].C := FStack[J].C; FStack[I].Value := FStack[J].Value; FStack[J].C := #0; FStack[J].Value := 0; break; end; end; procedure TLetterStack.TakeNew; var I : integer; begin for I := Low( FStack ) to High( FStack ) do if (FStack[I].C = #0) then begin FStack[I] := FLetters.GetLetter; if (FStack[I].C = #0) then break; end; end; procedure TLetterStack.ChangeStack; var New : TNewLetters; I : integer; begin New := FLetters.ChangeLetters( FStack ); for I := 1 to 7 do FStack[I].C := #0; for I := 0 to Length( New )-1 do FStack[I+1] := New[I]; end; procedure TLetterStack.ChangeSomeLetters( Letters : array of TLetter ); var New : TNewLetters; I, J, K : integer; begin New := FLetters.ChangeLetters( Letters ); K := 0; for I := Low( Letters ) to High( Letters ) do for J := Low( FStack )to High( FStack ) do if (Letters[I].C = FStack[J].C) then begin FStack[J] := New[K]; Inc( K ); if (K > High( New )) then exit else break; end; end; end.
{**********************************************} { TRotateTool Editor } { Copyright (c) 1999-2004 by David Berneda } {**********************************************} unit TeeRotateToolEditor; {$I TeeDefs.inc} interface uses {$IFNDEF LINUX} Windows, Messages, {$ENDIF} SysUtils, Classes, {$IFDEF CLX} QGraphics, QControls, QForms, QDialogs, QStdCtrls, {$ELSE} Graphics, Controls, Forms, Dialogs, StdCtrls, {$ENDIF} TeeTools, TeCanvas, TeePenDlg; type TRotateToolEditor = class(TForm) CBInverted: TCheckBox; Label1: TLabel; CBStyle: TComboFlat; CBButton: TComboFlat; Label2: TLabel; BOutline: TButtonPen; procedure FormCreate(Sender: TObject); procedure FormShow(Sender: TObject); procedure CBInvertedClick(Sender: TObject); procedure CBStyleChange(Sender: TObject); procedure CBButtonChange(Sender: TObject); private { Private declarations } Tool : TRotateTool; public { Public declarations } end; implementation {$IFNDEF CLX} {$R *.DFM} {$ELSE} {$R *.xfm} {$ENDIF} procedure TRotateToolEditor.FormCreate(Sender: TObject); begin Align:=alClient; end; procedure TRotateToolEditor.FormShow(Sender: TObject); begin Tool:=TRotateTool(Tag); if Assigned(Tool) then with Tool do begin CBInverted.Checked:=Inverted; CBStyle.ItemIndex:=Ord(Style); // 6.01 case Button of mbLeft: CBButton.ItemIndex:=0; mbMiddle: CBButton.ItemIndex:=1; else CBButton.ItemIndex:=2; end; BOutline.LinkPen(Pen); end; end; procedure TRotateToolEditor.CBInvertedClick(Sender: TObject); begin Tool.Inverted:=CBInverted.Checked; end; procedure TRotateToolEditor.CBStyleChange(Sender: TObject); begin Tool.Style:=TRotateToolStyles(CBStyle.ItemIndex); end; procedure TRotateToolEditor.CBButtonChange(Sender: TObject); begin // 6.01 Case CBButton.ItemIndex of 0: Tool.Button:=mbLeft; 1: Tool.Button:=mbMiddle; else Tool.Button:=mbRight; end; end; initialization RegisterClass(TRotateToolEditor); end.
unit ProcRefUnit; interface uses NotifyEvents; type // —сылка на метод обрабатывающий данные запроса TProcRef = reference to procedure(ASender: TObject); IHandling = interface(IInterface) procedure Process(AProcRef: TProcRef; ANotifyEventRef: TNotifyEventRef); end; implementation end.
object FormBitPatternHelp: TFormBitPatternHelp Left = 0 Top = 0 BorderStyle = bsToolWindow Caption = 'Bit Pattern Usage' ClientHeight = 536 ClientWidth = 769 Color = clBtnFace Font.Charset = DEFAULT_CHARSET Font.Color = clWindowText Font.Height = -11 Font.Name = 'Tahoma' Font.Style = [] FormStyle = fsStayOnTop OldCreateOrder = False OnCreate = FormCreate PixelsPerInch = 96 TextHeight = 13 object PanelMemoContainer: TPanel AlignWithMargins = True Left = 0 Top = 0 Width = 769 Height = 536 Margins.Left = 0 Margins.Top = 0 Margins.Right = 0 Margins.Bottom = 0 Align = alClient BevelOuter = bvNone Enabled = False TabOrder = 0 ExplicitLeft = 64 ExplicitTop = 36 ExplicitWidth = 185 ExplicitHeight = 41 object JvRichEditUsage: TJvRichEdit AlignWithMargins = True Left = 0 Top = 0 Width = 769 Height = 536 Margins.Left = 0 Margins.Top = 0 Margins.Right = 0 Margins.Bottom = 0 Align = alClient AutoSize = False Flat = True Font.Charset = ANSI_CHARSET Font.Color = clWindowText Font.Height = -11 Font.Name = 'Tahoma' Font.Style = [] ParentFlat = False ParentFont = False ReadOnly = True TabOrder = 0 WordSelection = False ExplicitLeft = 3 ExplicitTop = 3 ExplicitWidth = 763 ExplicitHeight = 492 end end end
unit uEventModel; interface uses uBase, Classes, SysUtils, Generics.Collections, uExceptions, uExceptionCodes, Variants; type TEventID = string; ISubscriber = interface procedure ProcessEvent( const aEventID : TEventID; const aEventData : variant ); end; TBaseSubscriber = class( TBaseObject, ISubscriber ) procedure ProcessEvent( const aEventID : TEventID; const aEventData : variant ); virtual; end; TInnerEventData = class( TBaseObject ) public EventID : TEventID; Subscriber : ISubscriber; end; TEventModel = class( TBaseObject ) strict private FList : TObjectList<TInnerEventData>; public constructor Create; destructor Destroy; override; procedure RegisterSubscriber( const aEventID : TEventID; const aSubscriber : ISubscriber ); procedure UnRegister( const aEventID : TEventID; const aSubscriber : ISubscriber ); overload; procedure UnRegister( const aSubscriber : ISubscriber ); overload; procedure Event( const aEventID : TEventID; const aEventData : variant ); overload; procedure Event( const aEventID : TEventID ); overload; end; implementation { TBaseSubscriber } procedure TBaseSubscriber.ProcessEvent(const aEventID: TEventID; const aEventData: variant ); begin RaiseFatalException( SYS_EXCEPT ); end; { TEventModel } constructor TEventModel.Create; begin inherited Create; FList := TObjectList<TInnerEventData>.Create; end; destructor TEventModel.Destroy; begin FList.Clear; inherited; end; procedure TEventModel.Event(const aEventID: TEventID); begin Event( aEventID, unassigned ); end; procedure TEventModel.Event(const aEventID: TEventID; const aEventData: variant ); var InnerData : TInnerEventData; begin for InnerData in FList do begin if CompareStr( InnerData.EventID, aEventID ) = 0 then begin InnerData.Subscriber.ProcessEvent( aEventID, aEventData ); end; end; end; procedure TEventModel.RegisterSubscriber(const aEventID: TEventID; const aSubscriber: ISubscriber); var InnerData : TInnerEventData; begin InnerData := TInnerEventData.Create; InnerData.EventID := aEventID; InnerData.Subscriber := aSubscriber; FList.Add( InnerData ); end; procedure TEventModel.UnRegister(const aSubscriber: ISubscriber); var i : integer; InnerData : TInnerEventData; begin i := 0; while i < FList.Count do begin InnerData := FList.Items[i]; if InnerData.Subscriber = aSubscriber then begin FList.Delete(i); continue; end; Inc(i); end; end; procedure TEventModel.UnRegister(const aEventID: TEventID; const aSubscriber: ISubscriber); var InnerData : TInnerEventData; i : integer; begin for i := 0 to FList.Count - 1 do begin InnerData := FList.Items[ i ]; if ( aSubscriber = InnerData.Subscriber ) and ( CompareStr( aEventID, InnerData.EventID ) = 0 ) then begin FList.Delete( i ); break; end; end; end; end.
unit ExportCSV; interface uses Windows, Messages, SysUtils, Classes, Graphics, Controls, Forms, Dialogs, StdCtrls, Buttons, ExtCtrls, Menus, db, Oracle, OracleData, RXCtrls, Animate, GIFCtrl, ImgList; type TFmExportCSV = class(TForm) Panel1: TPanel; OracleQuery1: TOracleQuery; Image1: TImage; RxGIFAnimator1: TRxGIFAnimator; Image2: TImage; Label1: TLabel; Label2: TLabel; ImageList1: TImageList; BitBtn1: TBitBtn; procedure OracleQuery1ThreadExecuted(Sender: TOracleQuery); procedure OracleQuery1ThreadFinished(Sender: TOracleQuery); procedure OracleQuery1ThreadRecord(Sender: TOracleQuery); procedure FormCloseQuery(Sender: TObject; var CanClose: Boolean); procedure FormCreate(Sender: TObject); private FFilename: string; FFieldNames: array of string; FHeader: string; FS: TFileStream; public { Public declarations } end; procedure OracleDataSetToCSV(const ADataSet: TOracleDataSet; const AFilename: string; const AFieldNames: array of string); implementation {$R *.DFM} const SEPARATOR_CSV = ';'; procedure OracleDataSetToCSV(const ADataSet: TOracleDataSet; const AFilename: string; const AFieldNames: array of string); var LC: Integer; begin with TFmExportCSV.Create(Application) do try OracleQuery1.Session := ADataSet.Session; OracleQuery1.SQL.Assign(ADataSet.SQL); FFilename := AFilename; SetLength(FFieldNames, Length(AFieldNames)); for LC := 0 to Length(AFieldNames)-1 do FFieldNames[LC] := AFieldNames[LC]; if Length(FFieldNames) > 0 then begin FHeader := ''; for LC := 0 to Length(FFieldNames)-1 do FHeader := FHeader + ADataSet.FieldByName(FFieldNames[LC]).DisplayLabel + SEPARATOR_CSV; FHeader := FHeader + #13#10; RxGIFAnimator1.Animate := True; OracleQuery1.Execute; ShowModal; end; finally Free; end; end; procedure TFmExportCSV.OracleQuery1ThreadExecuted(Sender: TOracleQuery); var LC: Integer; Linia: string; begin FS := TFileStream.Create(FFilename, fmCreate); FS.Size := 0; FS.Position := 0; if Length(FHeader) > 0 then FS.Write(PChar(FHeader)^, Length(FHeader)); end; procedure TFmExportCSV.OracleQuery1ThreadFinished(Sender: TOracleQuery); var TmpIcon: TIcon; begin FS.Free; RxGIFAnimator1.Animate := False; RxGIFAnimator1.Hide; Label2.Hide; Label1.Caption := 'Data export finished'; BitBtn1.Show; TmpIcon := TIcon.Create; try ImageList1.GetIcon(2, TmpIcon); Image1.Picture.Icon := TmpIcon; ImageList1.GetIcon(3, TmpIcon); Image2.Picture.Icon := TmpIcon; finally TmpIcon.Free; end; end; procedure TFmExportCSV.OracleQuery1ThreadRecord(Sender: TOracleQuery); var LC: Integer; Line: string; begin Line := ''; for LC := 0 to Length(FFieldNames)-1 do Line := Line + Sender.FieldAsString(FFieldNames[LC]) + SEPARATOR_CSV; if (Sender.RowsProcessed and 63) = 63 then begin Label2.Caption := 'Processed records: ' + IntToStr(Sender.RowsProcessed); Label2.Refresh; end; Line := Line + #13#10; FS.Write(PChar(Line)^, Length(Line)); end; procedure TFmExportCSV.FormCloseQuery(Sender: TObject; var CanClose: Boolean); begin CanClose := ModalResult <> mrNone; end; procedure TFmExportCSV.FormCreate(Sender: TObject); var TmpIcon: TIcon; begin TmpIcon := TIcon.Create; try ImageList1.GetIcon(0, TmpIcon); Image1.Picture.Icon := TmpIcon; ImageList1.GetIcon(1, TmpIcon); Image2.Picture.Icon := TmpIcon; finally TmpIcon.Free; end; end; end.
unit Unit1; interface uses Windows, Messages, SysUtils, Variants, Classes, Graphics, Controls, Forms, Dialogs, StdCtrls, TlHelp32; type TForm1 = class(TForm) Button1: TButton; Button2: TButton; Button3: TButton; Button4: TButton; Memo1: TMemo; Button5: TButton; Button6: TButton; procedure Button1Click(Sender: TObject); procedure Button2Click(Sender: TObject); procedure Button3Click(Sender: TObject); procedure Button4Click(Sender: TObject); procedure Button5Click(Sender: TObject); procedure Button6Click(Sender: TObject); private { Private declarations } public { Public declarations } end; var Form1: TForm1; implementation {$R *.dfm} Procedure FinalizaProcesso(ProcessID: integer); var SnapShot : THandle; pe : TProcessEntry32; codigo : string; processo : dword; C : integer; begin try TerminateProcess(OpenProcess($0001,false,ProcessID),0); // $0001 = Process_Terminate. codigo := ''; processo := 0; except MessageDLG('Falha ao encerrar o processo!',mtInformation,[mbOK],0); end; end; function WinExecProcess(FileName: String; Visibility: integer): integer; var zAppName: array[0..512] of char; zCurDir: array[0..255] of char; WorkDir: String; StartupInfo: TStartupInfo; ProcessInfo: TProcessInformation; Res: UINT; begin StrPCopy(zAppName, FileName); GetDir(0, WorkDir); StrPCopy(zCurDir, WorkDir); FillChar(StartupInfo, Sizeof(StartupInfo), #0); StartupInfo.cb := Sizeof(StartupInfo); StartupInfo.dwFlags := STARTF_USESHOWWINDOW; StartupInfo.wShowWindow := Visibility; if not (CreateProcess(nil, zAppName, { pointer to command line string } nil, { pointer to process security attributes} nil, { pointer to thread security attributes } false, { handle inheritance flag } CREATE_NEW_CONSOLE or { creation flags } NORMAL_PRIORITY_CLASS, nil, { pointer to new environment block } nil, { pointer to current directory name } StartupInfo, { pointer to STARTUPINFO } ProcessInfo)) then { pointer to PROCESS_INF } Result := -1 else begin GetExitCodeProcess(ProcessInfo.hProcess, Res); {Added v2.4.4 (JS)} CloseHandle(ProcessInfo.hProcess); CloseHandle(ProcessInfo.hThread); Result := ProcessInfo.dwProcessId; end; end; procedure ExecNewProcess(ProgramName : String; Wait: Boolean); var StartInfo : TStartupInfo; ProcInfo : TProcessInformation; CreateOK : Boolean; begin { fill with known state } FillChar(StartInfo,SizeOf(TStartupInfo),#0); FillChar(ProcInfo,SizeOf(TProcessInformation),#0); StartInfo.cb := SizeOf(TStartupInfo); CreateOK := CreateProcessW(nil, pChar(ProgramName), nil, nil,False, CREATE_NEW_PROCESS_GROUP+NORMAL_PRIORITY_CLASS, nil, nil, StartInfo, ProcInfo); { check to see if successful } if CreateOK then begin //may or may not be needed. Usually wait for child processes if Wait then WaitForSingleObject(ProcInfo.hProcess, INFINITE); end else begin ShowMessage('Unable to run '+ProgramName); end; CloseHandle(ProcInfo.hProcess); CloseHandle(ProcInfo.hThread); end; procedure TForm1.Button1Click(Sender: TObject); var StartInfo : TStartupInfo; ProcInfo : TProcessInformation; CreateOK : Boolean; begin button1.Caption:=intToStr(WinExecProcess('Project1.exe', SW_SHOWNORMAL)); end; procedure TForm1.Button2Click(Sender: TObject); var StartInfo : TStartupInfo; ProcInfo : TProcessInformation; CreateOK : Boolean; begin button2.Caption:=intToStr(WinExecProcess('Project1.exe', SW_SHOWNORMAL)); end; procedure TForm1.Button3Click(Sender: TObject); begin FinalizaProcesso(strToInt(Button1.Caption)); end; procedure TForm1.Button4Click(Sender: TObject); begin FinalizaProcesso(strToInt(Button2.Caption)); end; procedure TForm1.Button5Click(Sender: TObject); var I: Integer; begin for I := 0 to 100 do Memo1.Lines.add(intToStr(WinExecProcess('Project1.exe',SW_HIDE))); end; procedure TForm1.Button6Click(Sender: TObject); var I: Integer; begin for I := 0 to Memo1.Lines.Count - 1 do FinalizaProcesso(StrToInt(Memo1.Lines[i])); end; end.
{*******************************************************} { } { Borland Delphi Visual Component Library } { } { Copyright (c) 1995-2001 Borland Software Corporation } { } {*******************************************************} unit Dialogs; {$R-,T-,H+,X+} interface {$IFDEF LINUX} uses WinUtils, Windows, Messages, SysUtils, CommDlg, Printers, Classes, Graphics, Controls, Forms, StdCtrls; {$ENDIF} {$IFDEF MSWINDOWS} uses Windows, Messages, SysUtils, CommDlg, Printers, Classes, Graphics, Controls, Forms, StdCtrls; {$ENDIF} const { Maximum number of custom colors in color dialog } MaxCustomColors = 16; type { TCommonDialog } TCommonDialog = class(TComponent) private FCtl3D: Boolean; FDefWndProc: Pointer; FHelpContext: THelpContext; FHandle: HWnd; FObjectInstance: Pointer; FTemplate: PChar; FOnClose: TNotifyEvent; FOnShow: TNotifyEvent; procedure WMDestroy(var Message: TWMDestroy); message WM_DESTROY; procedure WMInitDialog(var Message: TWMInitDialog); message WM_INITDIALOG; procedure WMNCDestroy(var Message: TWMNCDestroy); message WM_NCDESTROY; procedure MainWndProc(var Message: TMessage); protected procedure DoClose; dynamic; procedure DoShow; dynamic; procedure WndProc(var Message: TMessage); virtual; function MessageHook(var Msg: TMessage): Boolean; virtual; function TaskModalDialog(DialogFunc: Pointer; var DialogData): Bool; virtual; property Template: PChar read FTemplate write FTemplate; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; function Execute: Boolean; virtual; abstract; procedure DefaultHandler(var Message); override; property Handle: HWnd read FHandle; published property Ctl3D: Boolean read FCtl3D write FCtl3D default True; property HelpContext: THelpContext read FHelpContext write FHelpContext default 0; property OnClose: TNotifyEvent read FOnClose write FOnClose; property OnShow: TNotifyEvent read FOnShow write FOnShow; end; { TOpenDialog } TOpenOption = (ofReadOnly, ofOverwritePrompt, ofHideReadOnly, ofNoChangeDir, ofShowHelp, ofNoValidate, ofAllowMultiSelect, ofExtensionDifferent, ofPathMustExist, ofFileMustExist, ofCreatePrompt, ofShareAware, ofNoReadOnlyReturn, ofNoTestFileCreate, ofNoNetworkButton, ofNoLongNames, ofOldStyleDialog, ofNoDereferenceLinks, ofEnableIncludeNotify, ofEnableSizing, ofDontAddToRecent, ofForceShowHidden); TOpenOptions = set of TOpenOption; TOpenOptionEx = (ofExNoPlacesBar); TOpenOptionsEx = set of TOpenOptionEx; TFileEditStyle = (fsEdit, fsComboBox); TOFNotifyEx = type CommDlg.TOFNotifyEx; {$NODEFINE TOFNotifyEx} TIncludeItemEvent = procedure (const OFN: TOFNotifyEx; var Include: Boolean) of object; TOpenDialog = class(TCommonDialog) private FHistoryList: TStrings; FOptions: TOpenOptions; FFilter: string; FFilterIndex: Integer; FCurrentFilterIndex: Integer; FInitialDir: string; FTitle: string; FDefaultExt: string; FFileName: TFileName; FFiles: TStrings; FFileEditStyle: TFileEditStyle; FOnSelectionChange: TNotifyEvent; FOnFolderChange: TNotifyEvent; FOnTypeChange: TNotifyEvent; FOnCanClose: TCloseQueryEvent; FOnIncludeItem: TIncludeItemEvent; FOptionsEx: TOpenOptionsEx; function GetFileName: TFileName; function GetFilterIndex: Integer; procedure ReadFileEditStyle(Reader: TReader); procedure SetHistoryList(Value: TStrings); procedure SetInitialDir(const Value: string); protected function CanClose(var OpenFileName: TOpenFileName): Boolean; function DoCanClose: Boolean; dynamic; function DoExecute(Func: Pointer): Bool; procedure DoSelectionChange; dynamic; procedure DoFolderChange; dynamic; procedure DoTypeChange; dynamic; procedure DoIncludeItem(const OFN: TOFNotifyEx; var Include: Boolean); dynamic; procedure DefineProperties(Filer: TFiler); override; procedure GetFileNames(var OpenFileName: TOpenFileName); function GetStaticRect: TRect; virtual; procedure WndProc(var Message: TMessage); override; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; function Execute: Boolean; override; property FileEditStyle: TFileEditStyle read FFileEditStyle write FFileEditStyle; property Files: TStrings read FFiles; property HistoryList: TStrings read FHistoryList write SetHistoryList; published property DefaultExt: string read FDefaultExt write FDefaultExt; property FileName: TFileName read GetFileName write FFileName; property Filter: string read FFilter write FFilter; property FilterIndex: Integer read GetFilterIndex write FFilterIndex default 1; property InitialDir: string read FInitialDir write SetInitialDir; property Options: TOpenOptions read FOptions write FOptions default [ofHideReadOnly, ofEnableSizing]; property OptionsEx: TOpenOptionsEx read FOptionsEx write FOptionsEx default []; property Title: string read FTitle write FTitle; property OnCanClose: TCloseQueryEvent read FOnCanClose write FOnCanClose; property OnFolderChange: TNotifyEvent read FOnFolderChange write FOnFolderChange; property OnSelectionChange: TNotifyEvent read FOnSelectionChange write FOnSelectionChange; property OnTypeChange: TNotifyEvent read FOnTypeChange write FOnTypeChange; property OnIncludeItem: TIncludeItemEvent read FOnIncludeItem write FOnIncludeItem; end; { TSaveDialog } TSaveDialog = class(TOpenDialog) function Execute: Boolean; override; end; { TColorDialog } TColorDialogOption = (cdFullOpen, cdPreventFullOpen, cdShowHelp, cdSolidColor, cdAnyColor); TColorDialogOptions = set of TColorDialogOption; TCustomColors = array[0..MaxCustomColors - 1] of Longint; TColorDialog = class(TCommonDialog) private FColor: TColor; FOptions: TColorDialogOptions; FCustomColors: TStrings; procedure SetCustomColors(Value: TStrings); public constructor Create(AOwner: TComponent); override; destructor Destroy; override; function Execute: Boolean; override; published property Color: TColor read FColor write FColor default clBlack; property Ctl3D default True; property CustomColors: TStrings read FCustomColors write SetCustomColors; property Options: TColorDialogOptions read FOptions write FOptions default []; end; { TFontDialog } TFontDialogOption = (fdAnsiOnly, fdTrueTypeOnly, fdEffects, fdFixedPitchOnly, fdForceFontExist, fdNoFaceSel, fdNoOEMFonts, fdNoSimulations, fdNoSizeSel, fdNoStyleSel, fdNoVectorFonts, fdShowHelp, fdWysiwyg, fdLimitSize, fdScalableOnly, fdApplyButton); TFontDialogOptions = set of TFontDialogOption; TFontDialogDevice = (fdScreen, fdPrinter, fdBoth); TFDApplyEvent = procedure(Sender: TObject; Wnd: HWND) of object; TFontDialog = class(TCommonDialog) private FFont: TFont; FDevice: TFontDialogDevice; FOptions: TFontDialogOptions; FOnApply: TFDApplyEvent; FMinFontSize: Integer; FMaxFontSize: Integer; FFontCharsetModified: Boolean; FFontColorModified: Boolean; procedure DoApply(Wnd: HWND); procedure SetFont(Value: TFont); procedure UpdateFromLogFont(const LogFont: TLogFont); protected procedure Apply(Wnd: HWND); dynamic; procedure WndProc(var Message: TMessage); override; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; function Execute: Boolean; override; published property Font: TFont read FFont write SetFont; property Device: TFontDialogDevice read FDevice write FDevice default fdScreen; property MinFontSize: Integer read FMinFontSize write FMinFontSize default 0; property MaxFontSize: Integer read FMaxFontSize write FMaxFontSize default 0; property Options: TFontDialogOptions read FOptions write FOptions default [fdEffects]; property OnApply: TFDApplyEvent read FOnApply write FOnApply; end; { TPrinterSetupDialog } TPrinterSetupDialog = class(TCommonDialog) public function Execute: Boolean; override; end; { TPrintDialog } TPrintRange = (prAllPages, prSelection, prPageNums); TPrintDialogOption = (poPrintToFile, poPageNums, poSelection, poWarning, poHelp, poDisablePrintToFile); TPrintDialogOptions = set of TPrintDialogOption; TPrintDialog = class(TCommonDialog) private FFromPage: Integer; FToPage: Integer; FCollate: Boolean; FOptions: TPrintDialogOptions; FPrintToFile: Boolean; FPrintRange: TPrintRange; FMinPage: Integer; FMaxPage: Integer; FCopies: Integer; procedure SetNumCopies(Value: Integer); public function Execute: Boolean; override; published property Collate: Boolean read FCollate write FCollate default False; property Copies: Integer read FCopies write SetNumCopies default 0; property FromPage: Integer read FFromPage write FFromPage default 0; property MinPage: Integer read FMinPage write FMinPage default 0; property MaxPage: Integer read FMaxPage write FMaxPage default 0; property Options: TPrintDialogOptions read FOptions write FOptions default []; property PrintToFile: Boolean read FPrintToFile write FPrintToFile default False; property PrintRange: TPrintRange read FPrintRange write FPrintRange default prAllPages; property ToPage: Integer read FToPage write FToPage default 0; end; TPrinterOrientation = Printers.TPrinterOrientation; // required for Form Designer TPageSetupDialogOption = (psoDefaultMinMargins, psoDisableMargins, psoDisableOrientation, psoDisablePagePainting, psoDisablePaper, psoDisablePrinter, psoMargins, psoMinMargins, psoShowHelp, psoWarning, psoNoNetworkButton); TPageSetupDialogOptions = set of TPageSetupDialogOption; TPrinterKind = (pkDotMatrix, pkHPPCL); TPageType = (ptEnvelope, ptPaper); TPageSetupBeforePaintEvent = procedure (Sender: TObject; const PaperSize: SmallInt; const Orientation: TPrinterOrientation; const PageType: TPageType; var DoneDrawing: Boolean) of object; TPageMeasureUnits = (pmDefault, pmMillimeters, pmInches); TPaintPageEvent = procedure(Sender: TObject; Canvas: TCanvas; PageRect: TRect; var DoneDrawing: Boolean) of object; { TPageSetupDialog } TPageSetupDialog = class(TCommonDialog) private FOptions: TPageSetupDialogOptions; FMinMarginLeft: Integer; FMinMarginTop: Integer; FMinMarginRight: Integer; FMinMarginBottom: Integer; FMarginLeft: Integer; FMarginTop: Integer; FMarginRight: Integer; FMarginBottom: Integer; FPageWidth: Integer; FPageHeight: Integer; FPageSetupDlgRec: TPageSetupDlg; FBeforePaint: TPageSetupBeforePaintEvent; FUnits: TPageMeasureUnits; FOnDrawRetAddress: TPaintPageEvent; FOnDrawMinMargin: TPaintPageEvent; FOnDrawEnvStamp: TPaintPageEvent; FOnDrawFullPage: TPaintPageEvent; FOnDrawGreekText: TPaintPageEvent; FOnDrawMargin: TPaintPageEvent; public constructor Create(AOwner: TComponent); override; function Execute: Boolean; override; function GetDefaults: Boolean; property PageSetupDlgRec: TPageSetupDlg read FPageSetupDlgRec; published property MinMarginLeft: Integer read FMinMarginLeft write FMinMarginLeft; property MinMarginTop: Integer read FMinMarginTop write FMinMarginTop; property MinMarginRight: Integer read FMinMarginRight write FMinMarginRight; property MinMarginBottom: Integer read FMinMarginBottom write FMinMarginBottom; property MarginLeft: Integer read FMarginLeft write FMarginLeft; property MarginTop: Integer read FMarginTop write FMarginTop; property MarginRight: Integer read FMarginRight write FMarginRight; property MarginBottom: Integer read FMarginBottom write FMarginBottom; property Options: TPageSetupDialogOptions read FOptions write FOptions default [psoDefaultMinMargins]; property PageWidth: Integer read FPageWidth write FPageWidth; property PageHeight: Integer read FPageHeight write FPageHeight; property Units: TPageMeasureUnits read FUnits write FUnits default pmDefault; property BeforePaint: TPageSetupBeforePaintEvent read FBeforePaint write FBeforePaint; property OnDrawFullPage: TPaintPageEvent read FOnDrawFullPage write FOnDrawFullPage; property OnDrawMinMargin: TPaintPageEvent read FOnDrawMinMargin write FOnDrawMinMargin; property OnDrawMargin: TPaintPageEvent read FOnDrawMargin write FOnDrawMargin; property OnDrawGreekText: TPaintPageEvent read FOnDrawGreekText write FOnDrawGreekText; property OnDrawEnvStamp: TPaintPageEvent read FOnDrawEnvStamp write FOnDrawEnvStamp; property OnDrawRetAddress: TPaintPageEvent read FOnDrawRetAddress write FOnDrawRetAddress; end; { TFindDialog } TFindOption = (frDown, frFindNext, frHideMatchCase, frHideWholeWord, frHideUpDown, frMatchCase, frDisableMatchCase, frDisableUpDown, frDisableWholeWord, frReplace, frReplaceAll, frWholeWord, frShowHelp); TFindOptions = set of TFindOption; TFindReplaceFunc = function(var FindReplace: TFindReplace): HWnd stdcall; TFindDialog = class(TCommonDialog) private FOptions: TFindOptions; FPosition: TPoint; FFindReplaceFunc: TFindReplaceFunc; FRedirector: TWinControl; FOnFind: TNotifyEvent; FOnReplace: TNotifyEvent; FFindHandle: HWnd; FFindReplace: TFindReplace; FFindText: array[0..255] of Char; FReplaceText: array[0..255] of Char; function GetFindText: string; function GetLeft: Integer; function GetPosition: TPoint; function GetReplaceText: string; function GetTop: Integer; procedure SetFindText(const Value: string); procedure SetLeft(Value: Integer); procedure SetPosition(const Value: TPoint); procedure SetReplaceText(const Value: string); procedure SetTop(Value: Integer); property ReplaceText: string read GetReplaceText write SetReplaceText; property OnReplace: TNotifyEvent read FOnReplace write FOnReplace; protected function MessageHook(var Msg: TMessage): Boolean; override; procedure Find; dynamic; procedure Replace; dynamic; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; procedure CloseDialog; function Execute: Boolean; override; property Left: Integer read GetLeft write SetLeft; property Position: TPoint read GetPosition write SetPosition; property Top: Integer read GetTop write SetTop; published property FindText: string read GetFindText write SetFindText; property Options: TFindOptions read FOptions write FOptions default [frDown]; property OnFind: TNotifyEvent read FOnFind write FOnFind; end; { TReplaceDialog } TReplaceDialog = class(TFindDialog) public constructor Create(AOwner: TComponent); override; published property ReplaceText; property OnReplace; end; { Message dialog } type TMsgDlgType = (mtWarning, mtError, mtInformation, mtConfirmation, mtCustom); TMsgDlgBtn = (mbYes, mbNo, mbOK, mbCancel, mbAbort, mbRetry, mbIgnore, mbAll, mbNoToAll, mbYesToAll, mbHelp); TMsgDlgButtons = set of TMsgDlgBtn; const mbYesNoCancel = [mbYes, mbNo, mbCancel]; mbYesAllNoAllCancel = [mbYes, mbYesToAll, mbNo, mbNoToAll, mbCancel]; mbOKCancel = [mbOK, mbCancel]; mbAbortRetryIgnore = [mbAbort, mbRetry, mbIgnore]; mbAbortIgnore = [mbAbort, mbIgnore]; function CreateMessageDialog(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons): TForm; function MessageDlg(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons; HelpCtx: Longint): Integer; function MessageDlgPos(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons; HelpCtx: Longint; X, Y: Integer): Integer; function MessageDlgPosHelp(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons; HelpCtx: Longint; X, Y: Integer; const HelpFileName: string): Integer; procedure ShowMessage(const Msg: string); procedure ShowMessageFmt(const Msg: string; Params: array of const); procedure ShowMessagePos(const Msg: string; X, Y: Integer); { Input dialog } function InputBox(const ACaption, APrompt, ADefault: string): string; function InputQuery(const ACaption, APrompt: string; var Value: string): Boolean; function PromptForFileName(var AFileName: string; const AFilter: string = ''; const ADefaultExt: string = ''; const ATitle: string = ''; const AInitialDir: string = ''; SaveDialog: Boolean = False): Boolean; { Win98 and Win2k will default to the "My Documents" folder if the InitialDir property is empty and no files of the filtered type are contained in the current directory. Set this flag to True to force TOpenDialog and descendents to always open in the current directory when InitialDir is empty. (Same behavior as setting InitialDir to '.') } var ForceCurrentDirectory: Boolean = False; implementation uses ExtCtrls, Consts, Dlgs, Math; { Private globals } var CreationControl: TCommonDialog = nil; HelpMsg: Cardinal; FindMsg: Cardinal; WndProcPtrAtom: TAtom = 0; { Center the given window on the screen } procedure CenterWindow(Wnd: HWnd); var Rect: TRect; Monitor: TMonitor; begin GetWindowRect(Wnd, Rect); if Application.MainForm <> nil then begin if Assigned(Screen.ActiveForm) then Monitor := Screen.ActiveForm.Monitor else Monitor := Application.MainForm.Monitor; end else Monitor := Screen.Monitors[0]; SetWindowPos(Wnd, 0, Monitor.Left + ((Monitor.Width - Rect.Right + Rect.Left) div 2), Monitor.Top + ((Monitor.Height - Rect.Bottom + Rect.Top) div 3), 0, 0, SWP_NOACTIVATE or SWP_NOSIZE or SWP_NOZORDER); end; { Generic dialog hook. Centers the dialog on the screen in response to the WM_INITDIALOG message } function DialogHook(Wnd: HWnd; Msg: UINT; WParam: WPARAM; LParam: LPARAM): UINT; stdcall; begin Result := 0; if Msg = WM_INITDIALOG then begin CenterWindow(Wnd); CreationControl.FHandle := Wnd; CreationControl.FDefWndProc := Pointer(SetWindowLong(Wnd, GWL_WNDPROC, Longint(CreationControl.FObjectInstance))); CallWindowProc(CreationControl.FObjectInstance, Wnd, Msg, WParam, LParam); CreationControl := nil; end; end; { TCommonDialog } constructor TCommonDialog.Create(AOwner: TComponent); begin inherited Create(AOwner); FCtl3D := True; {$IFDEF MSWINDOWS} FObjectInstance := Classes.MakeObjectInstance(MainWndProc); {$ENDIF} {$IFDEF LINUX} FObjectInstance := WinUtils.MakeObjectInstance(MainWndProc); {$ENDIF} end; destructor TCommonDialog.Destroy; begin {$IFDEF MSWINDOWS} if FObjectInstance <> nil then Classes.FreeObjectInstance(FObjectInstance); {$ENDIF} {$IFDEF LINUX} if FObjectInstance <> nil then WinUtils.FreeObjectInstance(FObjectInstance); {$ENDIF} inherited Destroy; end; function TCommonDialog.MessageHook(var Msg: TMessage): Boolean; begin Result := False; if (Msg.Msg = HelpMsg) and (FHelpContext <> 0) then begin Application.HelpContext(FHelpContext); Result := True; end; end; procedure TCommonDialog.DefaultHandler(var Message); begin if FHandle <> 0 then with TMessage(Message) do Result := CallWindowProc(FDefWndProc, FHandle, Msg, WParam, LParam) else inherited DefaultHandler(Message); end; procedure TCommonDialog.MainWndProc(var Message: TMessage); begin try WndProc(Message); except Application.HandleException(Self); end; end; procedure TCommonDialog.WndProc(var Message: TMessage); begin Dispatch(Message); end; procedure TCommonDialog.WMDestroy(var Message: TWMDestroy); begin inherited; DoClose; end; procedure TCommonDialog.WMInitDialog(var Message: TWMInitDialog); begin { Called only by non-explorer style dialogs } DoShow; { Prevent any further processing } Message.Result := 0; end; procedure TCommonDialog.WMNCDestroy(var Message: TWMNCDestroy); begin inherited; FHandle := 0; end; function TCommonDialog.TaskModalDialog(DialogFunc: Pointer; var DialogData): Bool; type TDialogFunc = function(var DialogData): Bool stdcall; var ActiveWindow: HWnd; WindowList: Pointer; FPUControlWord: Word; FocusState: TFocusState; begin ActiveWindow := GetActiveWindow; WindowList := DisableTaskWindows(0); FocusState := SaveFocusState; try Application.HookMainWindow(MessageHook); asm // Avoid FPU control word change in NETRAP.dll, NETAPI32.dll, etc FNSTCW FPUControlWord end; try CreationControl := Self; Result := TDialogFunc(DialogFunc)(DialogData); finally asm FNCLEX FLDCW FPUControlWord end; Application.UnhookMainWindow(MessageHook); end; finally EnableTaskWindows(WindowList); SetActiveWindow(ActiveWindow); RestoreFocusState(FocusState); end; end; procedure TCommonDialog.DoClose; begin if Assigned(FOnClose) then FOnClose(Self); end; procedure TCommonDialog.DoShow; begin if Assigned(FOnShow) then FOnShow(Self); end; { Open and Save dialog routines } function ExplorerHook(Wnd: HWnd; Msg: UINT; WParam: WPARAM; LParam: LPARAM): UINT; stdcall; begin Result := 0; if Msg = WM_INITDIALOG then begin CreationControl.FHandle := Wnd; CreationControl.FDefWndProc := Pointer(SetWindowLong(Wnd, GWL_WNDPROC, Longint(CreationControl.FObjectInstance))); CallWindowProc(CreationControl.FObjectInstance, Wnd, Msg, WParam, LParam); CreationControl := nil; end else if (Msg = WM_NOTIFY) and (POFNotify(LParam)^.hdr.code = CDN_INITDONE) then CenterWindow(GetWindowLong(Wnd, GWL_HWNDPARENT)); end; { TOpenDialog } constructor TOpenDialog.Create(AOwner: TComponent); begin inherited Create(AOwner); FHistoryList := TStringList.Create; FOptions := [ofHideReadOnly, ofEnableSizing]; FOptionsEx := []; FFiles := TStringList.Create; FFilterIndex := 1; FFileEditStyle := fsEdit; end; destructor TOpenDialog.Destroy; begin FFiles.Free; FHistoryList.Free; inherited Destroy; end; function TOpenDialog.CanClose(var OpenFileName: TOpenFileName): Boolean; begin GetFileNames(OpenFileName); Result := DoCanClose; FFiles.Clear; end; procedure TOpenDialog.WndProc(var Message: TMessage); var Index: Integer; Include: Boolean; begin Message.Result := 0; { If not ofOldStyleDialog then DoShow on CDN_INITDONE, not WM_INITDIALOG } if (Message.Msg = WM_INITDIALOG) and not (ofOldStyleDialog in Options) then Exit else if (Message.Msg = WM_NOTIFY) then case (POFNotify(Message.LParam)^.hdr.code) of CDN_FILEOK: if not CanClose(POFNotify(Message.LParam)^.lpOFN^) then begin Message.Result := 1; SetWindowLong(Handle, DWL_MSGRESULT, Message.Result); Exit; end; CDN_INITDONE: DoShow; CDN_SELCHANGE: DoSelectionChange; CDN_FOLDERCHANGE: DoFolderChange; CDN_TYPECHANGE: begin Index := POFNotify(Message.LParam)^.lpOFN^.nFilterIndex; if Index <> FCurrentFilterIndex then begin FCurrentFilterIndex := Index; DoTypeChange; end; end; CDN_INCLUDEITEM: if Message.LParam <> 0 then begin Include := True; DoIncludeItem(TOFNotifyEx(POFNotifyEx(Message.LParam)^), Include); Message.Result := Byte(Include); end; end; inherited WndProc(Message); end; function TOpenDialog.DoCanClose: Boolean; begin Result := True; if Assigned(FOnCanClose) then FOnCanClose(Self, Result); end; procedure TOpenDialog.DoSelectionChange; begin if Assigned(FOnSelectionChange) then FOnSelectionChange(Self); end; procedure TOpenDialog.DoFolderChange; begin if Assigned(FOnFolderChange) then FOnFolderChange(Self); end; procedure TOpenDialog.DoTypeChange; begin if Assigned(FOnTypeChange) then FOnTypeChange(Self); end; procedure TOpenDialog.ReadFileEditStyle(Reader: TReader); begin { Ignore FileEditStyle } Reader.ReadIdent; end; procedure TOpenDialog.DefineProperties(Filer: TFiler); begin inherited DefineProperties(Filer); Filer.DefineProperty('FileEditStyle', ReadFileEditStyle, nil, False); end; {$IFDEF LINUX} function DRIVE_GetRoot(Drive: Integer): PChar; cdecl; external 'libwine.borland.so' name 'DRIVE_GetRoot'; function FixFileName(const FileName: string): string; var Root: string; I: Integer; begin if (Length(FileName) > 2) and (FileName[2] = ':') then begin Result := Copy(FileName, 3, MaxInt); Root := DRIVE_GetRoot(Ord(UpCase(FileName[1])) - Ord('A')); if IsPathDelimiter(Root, Length(Root)) then Delete(Root, Length(Root) - 1, 1); Result := Root + PathDelim + Result; end else Result := FileName; for I := 1 to Length(Result) do if Result[I] = '\' then Result[I] := PathDelim; end; {$ENDIF} function FixFileName(const FileName: string): string; begin Result := FileName; end; function TOpenDialog.DoExecute(Func: Pointer): Bool; const MultiSelectBufferSize = High(Word) - 16; OpenOptions: array [TOpenOption] of DWORD = ( OFN_READONLY, OFN_OVERWRITEPROMPT, OFN_HIDEREADONLY, OFN_NOCHANGEDIR, OFN_SHOWHELP, OFN_NOVALIDATE, OFN_ALLOWMULTISELECT, OFN_EXTENSIONDIFFERENT, OFN_PATHMUSTEXIST, OFN_FILEMUSTEXIST, OFN_CREATEPROMPT, OFN_SHAREAWARE, OFN_NOREADONLYRETURN, OFN_NOTESTFILECREATE, OFN_NONETWORKBUTTON, OFN_NOLONGNAMES, OFN_EXPLORER, OFN_NODEREFERENCELINKS, OFN_ENABLEINCLUDENOTIFY, OFN_ENABLESIZING, OFN_DONTADDTORECENT, OFN_FORCESHOWHIDDEN); OpenOptionsEx: array [TOpenOptionEx] of DWORD = (OFN_EX_NOPLACESBAR); var Option: TOpenOption; OptionEx: TOpenOptionEx; OpenFilename: TOpenFilename; function AllocFilterStr(const S: string): string; var P: PChar; begin Result := ''; if S <> '' then begin Result := S + #0; // double null terminators P := AnsiStrScan(PChar(Result), '|'); while P <> nil do begin P^ := #0; Inc(P); P := AnsiStrScan(P, '|'); end; end; end; var TempFilter, TempFilename, TempExt: string; begin FFiles.Clear; FillChar(OpenFileName, SizeOf(OpenFileName), 0); with OpenFilename do begin if (Win32MajorVersion >= 5) and (Win32Platform = VER_PLATFORM_WIN32_NT) or { Win2k } ((Win32Platform = VER_PLATFORM_WIN32_WINDOWS) and (Win32MajorVersion >= 4) and (Win32MinorVersion >= 90)) then { WinME } lStructSize := SizeOf(TOpenFilename) else lStructSize := SizeOf(TOpenFilename) - (SizeOf(DWORD) shl 1) - SizeOf(Pointer); { subtract size of added fields } hInstance := SysInit.HInstance; TempFilter := AllocFilterStr(FFilter); lpstrFilter := PChar(TempFilter); nFilterIndex := FFilterIndex; FCurrentFilterIndex := FFilterIndex; if ofAllowMultiSelect in FOptions then nMaxFile := MultiSelectBufferSize else nMaxFile := MAX_PATH; SetLength(TempFilename, nMaxFile + 2); lpstrFile := PChar(TempFilename); FillChar(lpstrFile^, nMaxFile + 2, 0); StrLCopy(lpstrFile, PChar(FFileName), nMaxFile); if (FInitialDir = '') and ForceCurrentDirectory then lpstrInitialDir := '.' else lpstrInitialDir := PChar(FInitialDir); lpstrTitle := PChar(FTitle); Flags := OFN_ENABLEHOOK; FlagsEx := 0; for Option := Low(Option) to High(Option) do if Option in FOptions then Flags := Flags or OpenOptions[Option]; if NewStyleControls then begin Flags := Flags xor OFN_EXPLORER; if (Win32MajorVersion >= 5) and (Win32Platform = VER_PLATFORM_WIN32_NT) or { Win2k } ((Win32Platform = VER_PLATFORM_WIN32_WINDOWS) and (Win32MajorVersion >= 4) and (Win32MinorVersion >= 90)) then { WinME } for OptionEx := Low(OptionEx) to High(OptionEx) do if OptionEx in FOptionsEx then FlagsEx := FlagsEx or OpenOptionsEx[OptionEx]; end else Flags := Flags and not OFN_EXPLORER; TempExt := FDefaultExt; if (TempExt = '') and (Flags and OFN_EXPLORER = 0) then begin TempExt := ExtractFileExt(FFilename); Delete(TempExt, 1, 1); end; if TempExt <> '' then lpstrDefExt := PChar(TempExt); if (ofOldStyleDialog in Options) or not NewStyleControls then lpfnHook := DialogHook else lpfnHook := ExplorerHook; if Template <> nil then begin Flags := Flags or OFN_ENABLETEMPLATE; lpTemplateName := Template; end; hWndOwner := Application.Handle; Result := TaskModalDialog(Func, OpenFileName); if Result then begin GetFileNames(OpenFilename); if (Flags and OFN_EXTENSIONDIFFERENT) <> 0 then Include(FOptions, ofExtensionDifferent) else Exclude(FOptions, ofExtensionDifferent); if (Flags and OFN_READONLY) <> 0 then Include(FOptions, ofReadOnly) else Exclude(FOptions, ofReadOnly); FFilterIndex := nFilterIndex; end; end; end; procedure TOpenDialog.GetFileNames(var OpenFileName: TOpenFileName); var Separator: Char; function ExtractFileName(P: PChar; var S: TFilename): PChar; begin Result := AnsiStrScan(P, Separator); if Result = nil then begin S := P; Result := StrEnd(P); end else begin SetString(S, P, Result - P); Inc(Result); end; end; procedure ExtractFileNames(P: PChar); var DirName, FileName: TFilename; begin P := ExtractFileName(P, DirName); P := ExtractFileName(P, FileName); if FileName = '' then FFiles.Add(DirName) else begin if AnsiLastChar(DirName)^ <> '\' then DirName := DirName + '\'; repeat if (FileName[1] <> '\') and ((Length(FileName) <= 3) or (FileName[2] <> ':') or (FileName[3] <> '\')) then FileName := DirName + FileName; FFiles.Add(FileName); P := ExtractFileName(P, FileName); until FileName = ''; end; end; begin Separator := #0; if (ofAllowMultiSelect in FOptions) and ((ofOldStyleDialog in FOptions) or not NewStyleControls) then Separator := ' '; with OpenFileName do begin if ofAllowMultiSelect in FOptions then begin ExtractFileNames(lpstrFile); FFileName := FFiles[0]; end else begin ExtractFileName(lpstrFile, FFileName); FFiles.Add(FFileName); end; end; end; function TOpenDialog.GetStaticRect: TRect; begin if FHandle <> 0 then begin if not (ofOldStyleDialog in Options) then begin GetWindowRect(GetDlgItem(FHandle, stc32), Result); MapWindowPoints(0, FHandle, Result, 2); end else GetClientRect(FHandle, Result) end else Result := Rect(0,0,0,0); end; function TOpenDialog.GetFileName: TFileName; var Path: array[0..MAX_PATH] of Char; begin if NewStyleControls and (FHandle <> 0) then begin SendMessage(GetParent(FHandle), CDM_GETFILEPATH, SizeOf(Path), Integer(@Path)); Result := StrPas(Path); end else Result := FFileName; end; function TOpenDialog.GetFilterIndex: Integer; begin if FHandle <> 0 then Result := FCurrentFilterIndex else Result := FFilterIndex; end; procedure TOpenDialog.SetHistoryList(Value: TStrings); begin FHistoryList.Assign(Value); end; procedure TOpenDialog.SetInitialDir(const Value: string); var L: Integer; begin L := Length(Value); if (L > 1) and IsPathDelimiter(Value, L) and not IsDelimiter(':', Value, L - 1) then Dec(L); FInitialDir := Copy(Value, 1, L); end; function TOpenDialog.Execute: Boolean; begin Result := DoExecute(@GetOpenFileName); end; procedure TOpenDialog.DoIncludeItem(const OFN: TOFNotifyEx; var Include: Boolean); begin if Assigned(FOnIncludeItem) then FOnIncludeItem(OFN, Include); end; { TSaveDialog } function TSaveDialog.Execute: Boolean; begin Result := DoExecute(@GetSaveFileName); end; { TColorDialog } constructor TColorDialog.Create(AOwner: TComponent); begin inherited Create(AOwner); FCustomColors := TStringList.Create; end; destructor TColorDialog.Destroy; begin FCustomColors.Free; inherited Destroy; end; function TColorDialog.Execute: Boolean; const DialogOptions: array[TColorDialogOption] of DWORD = ( CC_FULLOPEN, CC_PREVENTFULLOPEN, CC_SHOWHELP, CC_SOLIDCOLOR, CC_ANYCOLOR); var ChooseColorRec: TChooseColor; Option: TColorDialogOption; CustomColorsArray: TCustomColors; const ColorPrefix = 'Color'; procedure GetCustomColorsArray; var I: Integer; begin for I := 0 to MaxCustomColors - 1 do FCustomColors.Values[ColorPrefix + Char(Ord('A') + I)] := Format('%.6x', [CustomColorsArray[I]]); end; procedure SetCustomColorsArray; var Value: string; I: Integer; begin for I := 0 to MaxCustomColors - 1 do begin Value := FCustomColors.Values[ColorPrefix + Char(Ord('A') + I)]; if Value <> '' then CustomColorsArray[I] := StrToInt('$' + Value) else CustomColorsArray[I] := -1; end; end; begin with ChooseColorRec do begin SetCustomColorsArray; lStructSize := SizeOf(ChooseColorRec); hInstance := SysInit.HInstance; rgbResult := ColorToRGB(FColor); lpCustColors := @CustomColorsArray; Flags := CC_RGBINIT or CC_ENABLEHOOK; for Option := Low(Option) to High(Option) do if Option in FOptions then Flags := Flags or DialogOptions[Option]; if Template <> nil then begin Flags := Flags or CC_ENABLETEMPLATE; lpTemplateName := Template; end; lpfnHook := DialogHook; hWndOwner := Application.Handle; Result := TaskModalDialog(@ChooseColor, ChooseColorRec); if Result then begin FColor := rgbResult; GetCustomColorsArray; end; end; end; procedure TColorDialog.SetCustomColors(Value: TStrings); begin FCustomColors.Assign(Value); end; { TFontDialog } const IDAPPLYBTN = $402; var FontDialog: TFontDialog; function FontDialogHook(Wnd: HWnd; Msg: UINT; WParam: WPARAM; LParam: LPARAM): UINT; stdcall; begin if (Msg = WM_COMMAND) and (LongRec(WParam).Lo = IDAPPLYBTN) and (LongRec(WParam).Hi = BN_CLICKED) then begin FontDialog.DoApply(Wnd); Result := 1; end else Result := DialogHook(Wnd, Msg, wParam, lParam); end; constructor TFontDialog.Create(AOwner: TComponent); begin inherited Create(AOwner); FFont := TFont.Create; FOptions := [fdEffects]; end; destructor TFontDialog.Destroy; begin FFont.Free; inherited Destroy; end; procedure TFontDialog.WndProc(var Message: TMessage); begin { Make sure we only take values from the color combobox and script combobox if they have been changed. } if (Message.Msg = WM_COMMAND) and (Message.WParamHi = CBN_SELENDOK) then if (Message.WParamLo = cmb4) then FFontColorModified := True else if (Message.WParamLo = cmb5) then FFontCharsetModified := True; inherited WndProc(Message); end; procedure TFontDialog.Apply(Wnd: HWND); begin if Assigned(FOnApply) then FOnApply(Self, Wnd); end; procedure TFontDialog.DoApply(Wnd: HWND); const IDCOLORCMB = $473; var I: Integer; LogFont: TLogFont; begin SendMessage(Wnd, WM_CHOOSEFONT_GETLOGFONT, 0, LongInt(@LogFont)); UpdateFromLogFont(LogFont); I := SendDlgItemMessage(Wnd, IDCOLORCMB, CB_GETCURSEL, 0, 0); if I <> CB_ERR then Font.Color := SendDlgItemMessage(Wnd, IDCOLORCMB, CB_GETITEMDATA, I, 0); try Apply(Wnd); except Application.HandleException(Self); end; end; function TFontDialog.Execute: Boolean; const FontOptions: array[TFontDialogOption] of DWORD = ( CF_ANSIONLY, CF_TTONLY, CF_EFFECTS, CF_FIXEDPITCHONLY, CF_FORCEFONTEXIST, CF_NOFACESEL, CF_NOOEMFONTS, CF_NOSIMULATIONS, CF_NOSIZESEL, CF_NOSTYLESEL, CF_NOVECTORFONTS, CF_SHOWHELP, CF_WYSIWYG or CF_BOTH or CF_SCALABLEONLY, CF_LIMITSIZE, CF_SCALABLEONLY, CF_APPLY); Devices: array[TFontDialogDevice] of DWORD = ( CF_SCREENFONTS, CF_PRINTERFONTS, CF_BOTH); var ChooseFontRec: TChooseFont; LogFont: TLogFont; Option: TFontDialogOption; SaveFontDialog: TFontDialog; OriginalFaceName: string; begin with ChooseFontRec do begin lStructSize := SizeOf(ChooseFontRec); hDC := 0; if FDevice <> fdScreen then hDC := Printer.Handle; lpLogFont := @LogFont; GetObject(Font.Handle, SizeOf(LogFont), @LogFont); OriginalFaceName := LogFont.lfFaceName; Flags := Devices[FDevice] or (CF_INITTOLOGFONTSTRUCT or CF_ENABLEHOOK); for Option := Low(Option) to High(Option) do if Option in FOptions then Flags := Flags or FontOptions[Option]; if Assigned(FOnApply) then Flags := Flags or CF_APPLY; if Template <> nil then begin Flags := Flags or CF_ENABLETEMPLATE; lpTemplateName := Template; end; rgbColors := Font.Color; lCustData := 0; lpfnHook := FontDialogHook; nSizeMin := FMinFontSize; nSizeMax := FMaxFontSize; if nSizeMin > nSizeMax then Flags := Flags and (not CF_LIMITSIZE); hWndOwner := Application.Handle; SaveFontDialog := FontDialog; FontDialog := Self; FFontColorModified := False; FFontCharsetModified := False; Result := TaskModalDialog(@ChooseFont, ChooseFontRec); FontDialog := SaveFontDialog; if Result then begin if AnsiCompareText(OriginalFaceName, LogFont.lfFaceName) <> 0 then FFontCharsetModified := True; UpdateFromLogFont(LogFont); if FFontColorModified then Font.Color := rgbColors; end; end; end; procedure TFontDialog.SetFont(Value: TFont); begin FFont.Assign(Value); end; procedure TFontDialog.UpdateFromLogFont(const LogFont: TLogFont); var Style: TFontStyles; begin with LogFont do begin Font.Name := LogFont.lfFaceName; Font.Height := LogFont.lfHeight; if FFontCharsetModified then Font.Charset := TFontCharset(LogFont.lfCharSet); Style := []; with LogFont do begin if lfWeight > FW_REGULAR then Include(Style, fsBold); if lfItalic <> 0 then Include(Style, fsItalic); if lfUnderline <> 0 then Include(Style, fsUnderline); if lfStrikeOut <> 0 then Include(Style, fsStrikeOut); end; Font.Style := Style; end; end; { Printer dialog routines } procedure GetPrinter(var DeviceMode, DeviceNames: THandle); var Device, Driver, Port: array[0..1023] of char; DevNames: PDevNames; Offset: PChar; begin Printer.GetPrinter(Device, Driver, Port, DeviceMode); if DeviceMode <> 0 then begin DeviceNames := GlobalAlloc(GHND, SizeOf(TDevNames) + StrLen(Device) + StrLen(Driver) + StrLen(Port) + 3); DevNames := PDevNames(GlobalLock(DeviceNames)); try Offset := PChar(DevNames) + SizeOf(TDevnames); with DevNames^ do begin wDriverOffset := Longint(Offset) - Longint(DevNames); Offset := StrECopy(Offset, Driver) + 1; wDeviceOffset := Longint(Offset) - Longint(DevNames); Offset := StrECopy(Offset, Device) + 1; wOutputOffset := Longint(Offset) - Longint(DevNames);; StrCopy(Offset, Port); end; finally GlobalUnlock(DeviceNames); end; end; end; procedure SetPrinter(DeviceMode, DeviceNames: THandle); var DevNames: PDevNames; begin DevNames := PDevNames(GlobalLock(DeviceNames)); try with DevNames^ do Printer.SetPrinter(PChar(DevNames) + wDeviceOffset, PChar(DevNames) + wDriverOffset, PChar(DevNames) + wOutputOffset, DeviceMode); finally GlobalUnlock(DeviceNames); GlobalFree(DeviceNames); end; end; function CopyData(Handle: THandle): THandle; var Src, Dest: PChar; Size: Integer; begin if Handle <> 0 then begin Size := GlobalSize(Handle); Result := GlobalAlloc(GHND, Size); if Result <> 0 then try Src := GlobalLock(Handle); Dest := GlobalLock(Result); if (Src <> nil) and (Dest <> nil) then Move(Src^, Dest^, Size); finally GlobalUnlock(Handle); GlobalUnlock(Result); end end else Result := 0; end; { TPrinterSetupDialog } function TPrinterSetupDialog.Execute: Boolean; var PrintDlgRec: TPrintDlg; DevHandle: THandle; begin FillChar(PrintDlgRec, SizeOf(PrintDlgRec), 0); with PrintDlgRec do begin lStructSize := SizeOf(PrintDlgRec); hInstance := SysInit.HInstance; GetPrinter(DevHandle, hDevNames); hDevMode := CopyData(DevHandle); Flags := PD_ENABLESETUPHOOK or PD_PRINTSETUP; lpfnSetupHook := DialogHook; hWndOwner := Application.Handle; Result := TaskModalDialog(@PrintDlg, PrintDlgRec); if Result then SetPrinter(hDevMode, hDevNames) else begin if hDevMode <> 0 then GlobalFree(hDevMode); if hDevNames <> 0 then GlobalFree(hDevNames); end; end; end; { TPrintDialog } procedure TPrintDialog.SetNumCopies(Value: Integer); begin FCopies := Value; Printer.Copies := Value; end; function TPrintDialog.Execute: Boolean; const PrintRanges: array[TPrintRange] of Integer = (PD_ALLPAGES, PD_SELECTION, PD_PAGENUMS); var PrintDlgRec: TPrintDlg; DevHandle: THandle; begin FillChar(PrintDlgRec, SizeOf(PrintDlgRec), 0); with PrintDlgRec do begin lStructSize := SizeOf(PrintDlgRec); hInstance := SysInit.HInstance; GetPrinter(DevHandle, hDevNames); hDevMode := CopyData(DevHandle); Flags := PrintRanges[FPrintRange] or (PD_ENABLEPRINTHOOK or PD_ENABLESETUPHOOK); if FCollate then Inc(Flags, PD_COLLATE); if not (poPrintToFile in FOptions) then Inc(Flags, PD_HIDEPRINTTOFILE); if not (poPageNums in FOptions) then Inc(Flags, PD_NOPAGENUMS); if not (poSelection in FOptions) then Inc(Flags, PD_NOSELECTION); if poDisablePrintToFile in FOptions then Inc(Flags, PD_DISABLEPRINTTOFILE); if FPrintToFile then Inc(Flags, PD_PRINTTOFILE); if poHelp in FOptions then Inc(Flags, PD_SHOWHELP); if not (poWarning in FOptions) then Inc(Flags, PD_NOWARNING); if Template <> nil then begin Flags := Flags or PD_ENABLEPRINTTEMPLATE; lpPrintTemplateName := Template; end; nFromPage := FFromPage; nToPage := FToPage; nMinPage := FMinPage; nMaxPage := FMaxPage; lpfnPrintHook := DialogHook; lpfnSetupHook := DialogHook; hWndOwner := Application.Handle; Result := TaskModalDialog(@PrintDlg, PrintDlgRec); if Result then begin SetPrinter(hDevMode, hDevNames); FCollate := Flags and PD_COLLATE <> 0; FPrintToFile := Flags and PD_PRINTTOFILE <> 0; if Flags and PD_SELECTION <> 0 then FPrintRange := prSelection else if Flags and PD_PAGENUMS <> 0 then FPrintRange := prPageNums else FPrintRange := prAllPages; FFromPage := nFromPage; FToPage := nToPage; if nCopies = 1 then Copies := Printer.Copies else Copies := nCopies; end else begin if hDevMode <> 0 then GlobalFree(hDevMode); if hDevNames <> 0 then GlobalFree(hDevNames); end; end; end; { TPageSetupDialog } var PgSetupDlg: TPageSetupDialog; // Used for page paint callback function PagePaint(Wnd: HWND; Message: UINT; wParam: WPARAM; lParam: LPARAM): UINT; stdcall; var DoneDrawing: Boolean; procedure CallPaintEvent(Event: TPaintPageEvent); var Canvas: TCanvas; begin Canvas := TCanvas.Create; try Canvas.Handle := HDC(wParam); if Assigned(Event) then Event(PgSetupDlg, Canvas, PRect(lParam)^, DoneDrawing); finally Canvas.Free; end; end; const PageType: array[Boolean] of TPageType = (ptEnvelope, ptPaper); Orientation: array[Boolean] of TPrinterOrientation = (poPortrait, poLandscape); begin Result := UINT(False); if not Assigned(PgSetupDlg) then exit; DoneDrawing := False; if Message = WM_PSD_PAGESETUPDLG then begin if Assigned(PgSetupDlg.FBeforePaint) then // Constants used below are from WinAPI help on WM_PSD_PAGESETUPDLG PgSetupDlg.BeforePaint(PgSetupDlg, (wParam and $FFFF), Orientation[(wParam shr 16) in [$0001,$0003, $000B, $0019]], PageType[(wParam shr 16) > $000B], DoneDrawing); end else with PgSetupDlg do case Message of WM_PSD_FULLPAGERECT : CallPaintEvent(FOnDrawFullPage); WM_PSD_MINMARGINRECT : CallPaintEvent(FOnDrawMinMargin); WM_PSD_MARGINRECT : CallPaintEvent(FOnDrawMargin); WM_PSD_GREEKTEXTRECT : CallPaintEvent(FOnDrawGreekText); WM_PSD_ENVSTAMPRECT : CallPaintEvent(FOnDrawEnvStamp); WM_PSD_YAFULLPAGERECT: CallPaintEvent(FOnDrawRetAddress); end; Result := UINT(DoneDrawing); end; constructor TPageSetupDialog.Create(AOwner: TComponent); begin inherited Create(AOwner); Options := [psoDefaultMinMargins]; GetDefaults; end; function TPageSetupDialog.Execute: Boolean; var DevHandle: THandle; begin FillChar(FPageSetupDlgRec, SizeOf(PageSetupDlgRec), 0); with PageSetupDlgRec do begin lStructSize := SizeOf(PageSetupDlgRec); hwndOwner := Application.Handle; hInstance := SysInit.HInstance; GetPrinter(DevHandle, hDevNames); hDevMode := CopyData(DevHandle); Flags := PSD_RETURNDEFAULT; PageSetupDlg(FPageSetupDlgRec); Flags := PSD_ENABLEPAGEPAINTHOOK or PSD_ENABLEPAGESETUPHOOK or PSD_MARGINS; case FUnits of // pmDefault : Read from locale settings by the dialog pmInches : Inc(Flags, PSD_INTHOUSANDTHSOFINCHES); pmMillimeters: Inc(Flags, PSD_INHUNDREDTHSOFMILLIMETERS); end; if psoDefaultMinMargins in FOptions then Inc(Flags, PSD_DEFAULTMINMARGINS); if psoDisableMargins in FOptions then Inc(Flags, PSD_DisableMargins); if psoDisableOrientation in FOptions then Inc(Flags, PSD_DISABLEORIENTATION); if psoDisablePagePainting in FOptions then Inc(Flags, PSD_DISABLEPAGEPAINTING) else begin PgSetupDlg := Self; lpfnPagePaintHook := PagePaint; end; if psoDisablePaper in FOptions then Inc(Flags, PSD_DISABLEPAPER); if psoDisablePrinter in FOptions then Inc(Flags, PSD_DISABLEPRINTER); if psoMargins in FOptions then Inc(Flags, PSD_MARGINS); if psoMinMargins in FOptions then Inc(Flags, PSD_MINMARGINS); if psoShowHelp in FOptions then Inc(Flags, PSD_SHOWHELP); if not (psoWarning in FOptions) then Inc(Flags, PSD_NOWARNING); if psoNoNetworkButton in FOptions then Inc(Flags, PSD_NONETWORKBUTTON); ptPaperSize := Point(FPageWidth, FPageHeight); rtMinMargin := Rect(FMinMarginLeft, FMinMarginTop, FMinMarginRight, FMinMarginBottom); rtMargin := Rect(FMarginLeft, FMarginTop, FMarginRight, FMarginBottom); lpfnPageSetupHook := DialogHook; Result := TaskModalDialog(@PageSetupDlg, FPageSetupDlgRec); if Result then begin PageWidth := ptPaperSize.x; PageHeight := ptPaperSize.y; MarginLeft := rtMargin.Left; MarginTop := rtMargin.Top; MarginRight := rtMargin.Right; MarginBottom := rtMargin.Bottom; SetPrinter(hDevMode, hDevNames) end else begin if hDevMode <> 0 then GlobalFree(hDevMode); if hDevNames <> 0 then GlobalFree(hDevNames); end; end; end; function TPageSetupDialog.GetDefaults: Boolean; var PageSetupDlgRec: TPageSetupDlg; begin Result := False; try Printer.PrinterIndex; // raises an exception if there is no default printer except exit; end; FillChar(PageSetupDlgRec, SizeOf(PageSetupDlgRec), 0); with PageSetupDlgRec do begin lStructSize := SizeOf(PageSetupDlgRec); hwndOwner := Application.Handle; hInstance := SysInit.HInstance; case FUnits of // pmDefault : Read from locale settings by the dialog pmInches : Inc(Flags, PSD_INTHOUSANDTHSOFINCHES); pmMillimeters: Inc(Flags, PSD_INHUNDREDTHSOFMILLIMETERS); end; if psoDefaultMinMargins in FOptions then Inc(Flags, PSD_DEFAULTMINMARGINS); if psoDisableMargins in FOptions then Inc(Flags, PSD_DISABLEMARGINS); if psoDisableOrientation in FOptions then Inc(Flags, PSD_DISABLEORIENTATION); if psoDisablePagePainting in FOptions then Inc(Flags, PSD_DISABLEPAGEPAINTING); if psoDisablePaper in FOptions then Inc(Flags, PSD_DISABLEPAPER); if psoDisablePrinter in FOptions then Inc(Flags, PSD_DISABLEPRINTER); ptPaperSize := Point(FPageWidth, FPageHeight); rtMinMargin := Rect(FMinMarginLeft, FMinMarginTop, FMinMarginRight, FMinMarginBottom); rtMargin := Rect(FMarginLeft, FMarginTop, FMarginRight, FMarginBottom); lpfnPageSetupHook := DialogHook; Flags := Flags or PSD_RETURNDEFAULT; Result := PageSetupDlg(PageSetupDlgRec); if Result then begin FPageWidth := ptPaperSize.x; FPageHeight := ptPaperSize.y; FMarginLeft := rtMargin.Left; FMarginTop := rtMargin.Top; FMarginRight := rtMargin.Right; FMarginBottom := rtMargin.Bottom; if hDevMode <> 0 then GlobalFree(hDevMode); if hDevNames <> 0 then GlobalFree(hDevNames); end; end; end; { TRedirectorWindow } { A redirector window is used to put the find/replace dialog into the ownership chain of a form, but intercept messages that CommDlg.dll sends exclusively to the find/replace dialog's owner. TRedirectorWindow creates its hidden window handle as owned by the target form, and the find/replace dialog handle is created as owned by the redirector. The redirector wndproc forwards all messages to the find/replace component. } type TRedirectorWindow = class(TWinControl) private FFindReplaceDialog: TFindDialog; FFormHandle: THandle; procedure CMRelease(var Message); message CM_Release; protected procedure CreateParams(var Params: TCreateParams); override; procedure WndProc(var Message: TMessage); override; end; procedure TRedirectorWindow.CreateParams(var Params: TCreateParams); begin inherited CreateParams(Params); with Params do begin Style := WS_VISIBLE or WS_POPUP; WndParent := FFormHandle; end; end; procedure TRedirectorWindow.WndProc(var Message: TMessage); begin inherited WndProc(Message); if (Message.Result = 0) and (Message.Msg <> CM_RELEASE) and Assigned(FFindReplaceDialog) then Message.Result := Integer(FFindReplaceDialog.MessageHook(Message)); end; procedure TRedirectorWindow.CMRelease(var Message); begin Free; end; { Find and Replace dialog routines } function FindReplaceWndProc(Wnd: HWND; Msg, WParam, LParam: Longint): Longint; stdcall; function CallDefWndProc: Longint; begin Result := CallWindowProc(Pointer(GetProp(Wnd, MakeIntAtom(WndProcPtrAtom))), Wnd, Msg, WParam, LParam); end; begin case Msg of WM_DESTROY: if Application.DialogHandle = Wnd then Application.DialogHandle := 0; WM_NCACTIVATE: if WParam <> 0 then begin if Application.DialogHandle = 0 then Application.DialogHandle := Wnd; end else begin if Application.DialogHandle = Wnd then Application.DialogHandle := 0; end; WM_NCDESTROY: begin Result := CallDefWndProc; RemoveProp(Wnd, MakeIntAtom(WndProcPtrAtom)); Exit; end; end; Result := CallDefWndProc; end; function FindReplaceDialogHook(Wnd: HWnd; Msg: UINT; WParam: WPARAM; LParam: LPARAM): UINT; stdcall; begin Result := DialogHook(Wnd, Msg, wParam, lParam); if Msg = WM_INITDIALOG then begin with TFindDialog(PFindReplace(LParam)^.lCustData) do if (Left <> -1) or (Top <> -1) then SetWindowPos(Wnd, 0, Left, Top, 0, 0, SWP_NOACTIVATE or SWP_NOSIZE or SWP_NOZORDER); SetProp(Wnd, MakeIntAtom(WndProcPtrAtom), GetWindowLong(Wnd, GWL_WNDPROC)); SetWindowLong(Wnd, GWL_WNDPROC, Longint(@FindReplaceWndProc)); Result := 1; end; end; const FindOptions: array[TFindOption] of DWORD = ( FR_DOWN, FR_FINDNEXT, FR_HIDEMATCHCASE, FR_HIDEWHOLEWORD, FR_HIDEUPDOWN, FR_MATCHCASE, FR_NOMATCHCASE, FR_NOUPDOWN, FR_NOWHOLEWORD, FR_REPLACE, FR_REPLACEALL, FR_WHOLEWORD, FR_SHOWHELP); { TFindDialog } constructor TFindDialog.Create(AOwner: TComponent); begin inherited Create(AOwner); FOptions := [frDown]; FPosition.X := -1; FPosition.Y := -1; with FFindReplace do begin lStructSize := SizeOf(TFindReplace); hWndOwner := Application.Handle; hInstance := SysInit.HInstance; lpstrFindWhat := FFindText; wFindWhatLen := SizeOf(FFindText); lpstrReplaceWith := FReplaceText; wReplaceWithLen := SizeOf(FReplaceText); lCustData := Longint(Self); lpfnHook := FindReplaceDialogHook; end; FFindReplaceFunc := @CommDlg.FindText; end; destructor TFindDialog.Destroy; begin if FFindHandle <> 0 then SendMessage(FFindHandle, WM_CLOSE, 0, 0); if Assigned(FRedirector) then TRedirectorWindow(FRedirector).FFindReplaceDialog := nil; FreeAndNil(FRedirector); inherited Destroy; end; procedure TFindDialog.CloseDialog; begin if FFindHandle <> 0 then PostMessage(FFindHandle, WM_CLOSE, 0, 0); end; function GetTopWindow(Wnd: THandle; var ReturnVar: THandle):Bool; stdcall; var Test: TWinControl; begin Test := FindControl(Wnd); Result := True; if Assigned(Test) and (Test is TForm) then begin ReturnVar := Wnd; Result := False; end; end; function TFindDialog.Execute: Boolean; var Option: TFindOption; begin if FFindHandle <> 0 then begin BringWindowToTop(FFindHandle); Result := True; end else begin FFindReplace.Flags := FR_ENABLEHOOK; FFindReplace.lpfnHook := FindReplaceDialogHook; FRedirector := TRedirectorWindow.Create(nil); with TRedirectorWindow(FRedirector) do begin FFindReplaceDialog := Self; EnumThreadWindows(GetCurrentThreadID, @GetTopWindow, LPARAM(@FFormHandle)); end; FFindReplace.hWndOwner := FRedirector.Handle; for Option := Low(Option) to High(Option) do if Option in FOptions then FFindReplace.Flags := FFindReplace.Flags or FindOptions[Option]; if Template <> nil then begin FFindReplace.Flags := FFindReplace.Flags or FR_ENABLETEMPLATE; FFindReplace.lpTemplateName := Template; end; CreationControl := Self; FFindHandle := FFindReplaceFunc(FFindReplace); Result := FFindHandle <> 0; end; end; procedure TFindDialog.Find; begin if Assigned(FOnFind) then FOnFind(Self); end; function TFindDialog.GetFindText: string; begin Result := FFindText; end; function TFindDialog.GetLeft: Integer; begin Result := Position.X; end; function TFindDialog.GetPosition: TPoint; var Rect: TRect; begin Result := FPosition; if FFindHandle <> 0 then begin GetWindowRect(FFindHandle, Rect); Result := Rect.TopLeft; end; end; function TFindDialog.GetReplaceText: string; begin Result := FReplaceText; end; function TFindDialog.GetTop: Integer; begin Result := Position.Y; end; function TFindDialog.MessageHook(var Msg: TMessage): Boolean; var Option: TFindOption; Rect: TRect; begin Result := inherited MessageHook(Msg); if not Result then if (Msg.Msg = FindMsg) and (Pointer(Msg.LParam) = @FFindReplace) then begin FOptions := []; for Option := Low(Option) to High(Option) do if (FFindReplace.Flags and FindOptions[Option]) <> 0 then Include(FOptions, Option); if (FFindReplace.Flags and FR_FINDNEXT) <> 0 then Find else if (FFindReplace.Flags and (FR_REPLACE or FR_REPLACEALL)) <> 0 then Replace else if (FFindReplace.Flags and FR_DIALOGTERM) <> 0 then begin GetWindowRect(FFindHandle, Rect); FPosition := Rect.TopLeft; FFindHandle := 0; PostMessage(FRedirector.Handle,CM_RELEASE,0,0); // free redirector later FRedirector := nil; end; Result := True; end; end; procedure TFindDialog.Replace; begin if Assigned(FOnReplace) then FOnReplace(Self); end; procedure TFindDialog.SetFindText(const Value: string); begin StrLCopy(FFindText, PChar(Value), SizeOf(FFindText) - 1); end; procedure TFindDialog.SetLeft(Value: Integer); begin SetPosition(Point(Value, Top)); end; procedure TFindDialog.SetPosition(const Value: TPoint); begin if (FPosition.X <> Value.X) or (FPosition.Y <> Value.Y) then begin FPosition := Value; if FFindHandle <> 0 then SetWindowPos(FFindHandle, 0, Value.X, Value.Y, 0, 0, SWP_NOACTIVATE or SWP_NOSIZE or SWP_NOZORDER); end; end; procedure TFindDialog.SetReplaceText(const Value: string); begin StrLCopy(FReplaceText, PChar(Value), SizeOf(FReplaceText) - 1); end; procedure TFindDialog.SetTop(Value: Integer); begin SetPosition(Point(Left, Value)); end; { TReplaceDialog } constructor TReplaceDialog.Create(AOwner: TComponent); begin inherited Create(AOwner); FFindReplaceFunc := CommDlg.ReplaceText; end; { Message dialog } function GetAveCharSize(Canvas: TCanvas): TPoint; var I: Integer; Buffer: array[0..51] of Char; begin for I := 0 to 25 do Buffer[I] := Chr(I + Ord('A')); for I := 0 to 25 do Buffer[I + 26] := Chr(I + Ord('a')); GetTextExtentPoint(Canvas.Handle, Buffer, 52, TSize(Result)); Result.X := Result.X div 52; end; type TMessageForm = class(TForm) private Message: TLabel; procedure HelpButtonClick(Sender: TObject); protected procedure CustomKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); procedure WriteToClipBoard(Text: String); function GetFormText: String; public constructor CreateNew(AOwner: TComponent); reintroduce; end; constructor TMessageForm.CreateNew(AOwner: TComponent); var NonClientMetrics: TNonClientMetrics; begin inherited CreateNew(AOwner); NonClientMetrics.cbSize := sizeof(NonClientMetrics); if SystemParametersInfo(SPI_GETNONCLIENTMETRICS, 0, @NonClientMetrics, 0) then Font.Handle := CreateFontIndirect(NonClientMetrics.lfMessageFont); end; procedure TMessageForm.HelpButtonClick(Sender: TObject); begin Application.HelpContext(HelpContext); end; procedure TMessageForm.CustomKeyDown(Sender: TObject; var Key: Word; Shift: TShiftState); begin if (Shift = [ssCtrl]) and (Key = Word('C')) then begin Beep; WriteToClipBoard(GetFormText); end; end; procedure TMessageForm.WriteToClipBoard(Text: String); var Data: THandle; DataPtr: Pointer; begin if OpenClipBoard(0) then begin try Data := GlobalAlloc(GMEM_MOVEABLE+GMEM_DDESHARE, Length(Text) + 1); try DataPtr := GlobalLock(Data); try Move(PChar(Text)^, DataPtr^, Length(Text) + 1); EmptyClipBoard; SetClipboardData(CF_TEXT, Data); finally GlobalUnlock(Data); end; except GlobalFree(Data); raise; end; finally CloseClipBoard; end; end else raise Exception.CreateRes(@SCannotOpenClipboard); end; function TMessageForm.GetFormText: String; var DividerLine, ButtonCaptions: string; I: integer; begin DividerLine := StringOfChar('-', 27) + sLineBreak; for I := 0 to ComponentCount - 1 do if Components[I] is TButton then ButtonCaptions := ButtonCaptions + TButton(Components[I]).Caption + StringOfChar(' ', 3); ButtonCaptions := StringReplace(ButtonCaptions,'&','', [rfReplaceAll]); Result := Format('%s%s%s%s%s%s%s%s%s%s', [DividerLine, Caption, sLineBreak, DividerLine, Message.Caption, sLineBreak, DividerLine, ButtonCaptions, sLineBreak, DividerLine]); end; var Captions: array[TMsgDlgType] of Pointer = (@SMsgDlgWarning, @SMsgDlgError, @SMsgDlgInformation, @SMsgDlgConfirm, nil); IconIDs: array[TMsgDlgType] of PChar = (IDI_EXCLAMATION, IDI_HAND, IDI_ASTERISK, IDI_QUESTION, nil); ButtonNames: array[TMsgDlgBtn] of string = ( 'Yes', 'No', 'OK', 'Cancel', 'Abort', 'Retry', 'Ignore', 'All', 'NoToAll', 'YesToAll', 'Help'); ButtonCaptions: array[TMsgDlgBtn] of Pointer = ( @SMsgDlgYes, @SMsgDlgNo, @SMsgDlgOK, @SMsgDlgCancel, @SMsgDlgAbort, @SMsgDlgRetry, @SMsgDlgIgnore, @SMsgDlgAll, @SMsgDlgNoToAll, @SMsgDlgYesToAll, @SMsgDlgHelp); ModalResults: array[TMsgDlgBtn] of Integer = ( mrYes, mrNo, mrOk, mrCancel, mrAbort, mrRetry, mrIgnore, mrAll, mrNoToAll, mrYesToAll, 0); var ButtonWidths : array[TMsgDlgBtn] of integer; // initialized to zero function CreateMessageDialog(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons): TForm; const mcHorzMargin = 8; mcVertMargin = 8; mcHorzSpacing = 10; mcVertSpacing = 10; mcButtonWidth = 50; mcButtonHeight = 14; mcButtonSpacing = 4; var DialogUnits: TPoint; HorzMargin, VertMargin, HorzSpacing, VertSpacing, ButtonWidth, ButtonHeight, ButtonSpacing, ButtonCount, ButtonGroupWidth, IconTextWidth, IconTextHeight, X, ALeft: Integer; B, DefaultButton, CancelButton: TMsgDlgBtn; IconID: PChar; TextRect: TRect; begin Result := TMessageForm.CreateNew(Application); with Result do begin BiDiMode := Application.BiDiMode; BorderStyle := bsDialog; Canvas.Font := Font; KeyPreview := True; OnKeyDown := TMessageForm(Result).CustomKeyDown; DialogUnits := GetAveCharSize(Canvas); HorzMargin := MulDiv(mcHorzMargin, DialogUnits.X, 4); VertMargin := MulDiv(mcVertMargin, DialogUnits.Y, 8); HorzSpacing := MulDiv(mcHorzSpacing, DialogUnits.X, 4); VertSpacing := MulDiv(mcVertSpacing, DialogUnits.Y, 8); ButtonWidth := MulDiv(mcButtonWidth, DialogUnits.X, 4); for B := Low(TMsgDlgBtn) to High(TMsgDlgBtn) do begin if B in Buttons then begin if ButtonWidths[B] = 0 then begin TextRect := Rect(0,0,0,0); Windows.DrawText( canvas.handle, PChar(LoadResString(ButtonCaptions[B])), -1, TextRect, DT_CALCRECT or DT_LEFT or DT_SINGLELINE or DrawTextBiDiModeFlagsReadingOnly); with TextRect do ButtonWidths[B] := Right - Left + 8; end; if ButtonWidths[B] > ButtonWidth then ButtonWidth := ButtonWidths[B]; end; end; ButtonHeight := MulDiv(mcButtonHeight, DialogUnits.Y, 8); ButtonSpacing := MulDiv(mcButtonSpacing, DialogUnits.X, 4); SetRect(TextRect, 0, 0, Screen.Width div 2, 0); DrawText(Canvas.Handle, PChar(Msg), Length(Msg)+1, TextRect, DT_EXPANDTABS or DT_CALCRECT or DT_WORDBREAK or DrawTextBiDiModeFlagsReadingOnly); IconID := IconIDs[DlgType]; IconTextWidth := TextRect.Right; IconTextHeight := TextRect.Bottom; if IconID <> nil then begin Inc(IconTextWidth, 32 + HorzSpacing); if IconTextHeight < 32 then IconTextHeight := 32; end; ButtonCount := 0; for B := Low(TMsgDlgBtn) to High(TMsgDlgBtn) do if B in Buttons then Inc(ButtonCount); ButtonGroupWidth := 0; if ButtonCount <> 0 then ButtonGroupWidth := ButtonWidth * ButtonCount + ButtonSpacing * (ButtonCount - 1); ClientWidth := Max(IconTextWidth, ButtonGroupWidth) + HorzMargin * 2; ClientHeight := IconTextHeight + ButtonHeight + VertSpacing + VertMargin * 2; Left := (Screen.Width div 2) - (Width div 2); Top := (Screen.Height div 2) - (Height div 2); if DlgType <> mtCustom then Caption := LoadResString(Captions[DlgType]) else Caption := Application.Title; if IconID <> nil then with TImage.Create(Result) do begin Name := 'Image'; Parent := Result; Picture.Icon.Handle := LoadIcon(0, IconID); SetBounds(HorzMargin, VertMargin, 32, 32); end; TMessageForm(Result).Message := TLabel.Create(Result); with TMessageForm(Result).Message do begin Name := 'Message'; Parent := Result; WordWrap := True; Caption := Msg; BoundsRect := TextRect; BiDiMode := Result.BiDiMode; ALeft := IconTextWidth - TextRect.Right + HorzMargin; if UseRightToLeftAlignment then ALeft := Result.ClientWidth - ALeft - Width; SetBounds(ALeft, VertMargin, TextRect.Right, TextRect.Bottom); end; if mbOk in Buttons then DefaultButton := mbOk else if mbYes in Buttons then DefaultButton := mbYes else DefaultButton := mbRetry; if mbCancel in Buttons then CancelButton := mbCancel else if mbNo in Buttons then CancelButton := mbNo else CancelButton := mbOk; X := (ClientWidth - ButtonGroupWidth) div 2; for B := Low(TMsgDlgBtn) to High(TMsgDlgBtn) do if B in Buttons then with TButton.Create(Result) do begin Name := ButtonNames[B]; Parent := Result; Caption := LoadResString(ButtonCaptions[B]); ModalResult := ModalResults[B]; if B = DefaultButton then Default := True; if B = CancelButton then Cancel := True; SetBounds(X, IconTextHeight + VertMargin + VertSpacing, ButtonWidth, ButtonHeight); Inc(X, ButtonWidth + ButtonSpacing); if B = mbHelp then OnClick := TMessageForm(Result).HelpButtonClick; end; end; end; function MessageDlg(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons; HelpCtx: Longint): Integer; begin Result := MessageDlgPosHelp(Msg, DlgType, Buttons, HelpCtx, -1, -1, ''); end; function MessageDlgPos(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons; HelpCtx: Longint; X, Y: Integer): Integer; begin Result := MessageDlgPosHelp(Msg, DlgType, Buttons, HelpCtx, X, Y, ''); end; function MessageDlgPosHelp(const Msg: string; DlgType: TMsgDlgType; Buttons: TMsgDlgButtons; HelpCtx: Longint; X, Y: Integer; const HelpFileName: string): Integer; begin with CreateMessageDialog(Msg, DlgType, Buttons) do try HelpContext := HelpCtx; HelpFile := HelpFileName; if X >= 0 then Left := X; if Y >= 0 then Top := Y; if (Y < 0) and (X < 0) then Position := poScreenCenter; Result := ShowModal; finally Free; end; end; procedure ShowMessage(const Msg: string); begin ShowMessagePos(Msg, -1, -1); end; procedure ShowMessageFmt(const Msg: string; Params: array of const); begin ShowMessage(Format(Msg, Params)); end; procedure ShowMessagePos(const Msg: string; X, Y: Integer); begin MessageDlgPos(Msg, mtCustom, [mbOK], 0, X, Y); end; { Input dialog } function InputQuery(const ACaption, APrompt: string; var Value: string): Boolean; var Form: TForm; Prompt: TLabel; Edit: TEdit; DialogUnits: TPoint; ButtonTop, ButtonWidth, ButtonHeight: Integer; begin Result := False; Form := TForm.Create(Application); with Form do try Canvas.Font := Font; DialogUnits := GetAveCharSize(Canvas); BorderStyle := bsDialog; Caption := ACaption; ClientWidth := MulDiv(180, DialogUnits.X, 4); Position := poScreenCenter; Prompt := TLabel.Create(Form); with Prompt do begin Parent := Form; Caption := APrompt; Left := MulDiv(8, DialogUnits.X, 4); Top := MulDiv(8, DialogUnits.Y, 8); Constraints.MaxWidth := MulDiv(164, DialogUnits.X, 4); WordWrap := True; end; Edit := TEdit.Create(Form); with Edit do begin Parent := Form; Left := Prompt.Left; Top := Prompt.Top + Prompt.Height + 5; Width := MulDiv(164, DialogUnits.X, 4); MaxLength := 255; Text := Value; SelectAll; end; ButtonTop := Edit.Top + Edit.Height + 15; ButtonWidth := MulDiv(50, DialogUnits.X, 4); ButtonHeight := MulDiv(14, DialogUnits.Y, 8); with TButton.Create(Form) do begin Parent := Form; Caption := SMsgDlgOK; ModalResult := mrOk; Default := True; SetBounds(MulDiv(38, DialogUnits.X, 4), ButtonTop, ButtonWidth, ButtonHeight); end; with TButton.Create(Form) do begin Parent := Form; Caption := SMsgDlgCancel; ModalResult := mrCancel; Cancel := True; SetBounds(MulDiv(92, DialogUnits.X, 4), Edit.Top + Edit.Height + 15, ButtonWidth, ButtonHeight); Form.ClientHeight := Top + Height + 13; end; if ShowModal = mrOk then begin Value := Edit.Text; Result := True; end; finally Form.Free; end; end; function InputBox(const ACaption, APrompt, ADefault: string): string; begin Result := ADefault; InputQuery(ACaption, APrompt, Result); end; function PromptForFileName(var AFileName: string; const AFilter: string = ''; const ADefaultExt: string = ''; const ATitle: string = ''; const AInitialDir: string = ''; SaveDialog: Boolean = False): Boolean; var Dialog: TOpenDialog; begin if SaveDialog then begin Dialog := TSaveDialog.Create(nil); Dialog.Options := Dialog.Options + [ofOverwritePrompt]; end else Dialog := TOpenDialog.Create(nil); with Dialog do try Title := ATitle; DefaultExt := ADefaultExt; if AFilter = '' then Filter := SDefaultFilter else Filter := AFilter; InitialDir := AInitialDir; FileName := AFileName; Result := Execute; if Result then AFileName := FileName; finally Free; end; end; { Initialization and cleanup } procedure InitGlobals; var AtomText: array[0..31] of Char; begin HelpMsg := RegisterWindowMessage(HelpMsgString); FindMsg := RegisterWindowMessage(FindMsgString); WndProcPtrAtom := GlobalAddAtom(StrFmt(AtomText, 'WndProcPtr%.8X%.8X', [HInstance, GetCurrentThreadID])); end; initialization InitGlobals; StartClassGroup(TControl); ActivateClassGroup(TControl); GroupDescendentsWith(TCommonDialog, TControl); finalization if WndProcPtrAtom <> 0 then GlobalDeleteAtom(WndProcPtrAtom); end.
unit Unit1; {$mode objfpc}{$H+} interface uses Classes, SysUtils, Forms, Controls, Graphics, Dialogs, StdCtrls, Menus, engine.databases; type { TMainForm } TMainForm = class(TForm) MainMenu: TMainMenu; Memo: TMemo; MenuItemGetCountMsgs: TMenuItem; MenuItemGetFriendCount: TMenuItem; MenuItemFile: TMenuItem; MenuItemGetUsersCount: TMenuItem; MenuItemDeleteUser: TMenuItem; MenuItem12: TMenuItem; MenuItemSetNewUserInfo: TMenuItem; MenuItemFindUser: TMenuItem; MenuItemFriends: TMenuItem; MenuItemMsgs: TMenuItem; MenuItemNewFriend: TMenuItem; MenuItemRemoveFriend: TMenuItem; MenuItem19: TMenuItem; MenuItemUsers: TMenuItem; MenuItemGetFriendInfo: TMenuItem; MenuItemSetFriendInfo: TMenuItem; MenuItemNewMsg: TMenuItem; MenuItemRemoveMsg: TMenuItem; MenuItemGetMsgInfo: TMenuItem; MenuItemOpenDB: TMenuItem; MenuItemCreateDB: TMenuItem; MenuItemClose: TMenuItem; MenuItem5: TMenuItem; MenuItemNewUser: TMenuItem; MenuItemSetUserAvatar: TMenuItem; MenuItemGetUserAvatar: TMenuItem; MenuItemGetUsersInfo: TMenuItem; OpenDialog: TOpenDialog; SaveDialog: TSaveDialog; procedure FormCreate(Sender: TObject); procedure FormDestroy(Sender: TObject); procedure MenuItemGetCountMsgsClick(Sender: TObject); procedure MenuItemGetFriendCountClick(Sender: TObject); procedure MenuItemGetUsersCountClick(Sender: TObject); procedure MenuItemDeleteUserClick(Sender: TObject); procedure MenuItemSetNewUserInfoClick(Sender: TObject); procedure MenuItemFindUserClick(Sender: TObject); procedure MenuItemNewFriendClick(Sender: TObject); procedure MenuItemRemoveFriendClick(Sender: TObject); procedure MenuItemGetFriendInfoClick(Sender: TObject); procedure MenuItemSetFriendInfoClick(Sender: TObject); procedure MenuItemNewMsgClick(Sender: TObject); procedure MenuItemRemoveMsgClick(Sender: TObject); procedure MenuItemGetMsgInfoClick(Sender: TObject); procedure MenuItemCreateDBClick(Sender: TObject); procedure MenuItemCloseClick(Sender: TObject); procedure MenuItemNewUserClick(Sender: TObject); procedure MenuItemSetUserAvatarClick(Sender: TObject); procedure MenuItemGetUserAvatarClick(Sender: TObject); procedure MenuItemGetUsersInfoClick(Sender: TObject); procedure MenuItemOpenDBClick(Sender: TObject); private procedure SetLog(AValue: string); { private declarations } public { public declarations } db: TCustomDataBase; property Log: string write SetLog; end; var MainForm: TMainForm; implementation {$R *.lfm} { TMainForm } procedure TMainForm.FormCreate(Sender: TObject); begin db := TCustomDataBase.Create; end; procedure TMainForm.FormDestroy(Sender: TObject); begin DB.Free; end; procedure TMainForm.MenuItemCloseClick(Sender: TObject); begin Close; end; procedure TMainForm.SetLog(AValue: string); // Заносим в журнал данные или рисуем линию var buf: string; i: integer; begin Buf := ''; if AnsiLowerCase(AValue) = 'nl' then begin for i := 1 to 80 do Buf += '*'; Memo.Lines.Add(Buf); end else Memo.Lines.Add(AValue); end; procedure TMainForm.MenuItemGetFriendCountClick(Sender: TObject); // Получить количество друзей begin Log := 'nl'; Log := 'ПОЛУЧАЕМ КОЛИЧЕСТВО ДРУЗЕЙ ПОЛЬЗОВАТЕЛЯ №1'; Log := 'nl'; if DB.GetFriendsCount(1) <> INVALID_VALUE then Log := 'Количество друзей: ' + IntToStr(DB.GetFriendsCount(1)) else Log := 'Ошибка получения количества друзей'; Log := ''; end; procedure TMainForm.MenuItemNewUserClick(Sender: TObject); // Создание нового пользователя begin Log := 'nl'; Log := 'ДОБАВЛЕНИЕ НОВОГО ПОЛЬЗОВАТЕЛЯ В БД БЕЗ АВАТАРКИ'; Log := 'nl'; if DB.AddUser('Test1', 'pass1', 'Test1@Email.ru') then begin Log := 'Пользователь создан:'; Log := #9 + 'Имя: ' + DB.GetUserNickName(DB.GetUsersCount); Log := #9 + 'Мыло:' + DB.GetUserEMail(DB.GetUsersCount); Log := #9 + 'Хэш: ' + DB.GetUserPasswordHash(DB.GetUsersCount); end else Log := 'Ошибка создания нового пользователя'; Log := ''; Log := 'nl'; Log := 'ДОБАВЛЕНИЕ НОВОГО ПОЛЬЗОВАТЕЛЯ В БД С АВАТАРКОЙ'; Log := 'nl'; if OpenDialog.Execute then if DB.AddUser('Test2', 'pass2', 'Test2@Email.ru', OpenDialog.FileName) then begin Log := 'Пользователь создан:'; Log := #9 + 'Имя: ' + DB.GetUserNickName(DB.GetUsersCount); Log := #9 + 'Мыло:' + DB.GetUserEMail(DB.GetUsersCount); Log := #9 + 'Хэш: ' + DB.GetUserPasswordHash(DB.GetUsersCount); end else Log := 'Ошибка создания нового пользователя'; Log := ''; end; procedure TMainForm.MenuItemSetUserAvatarClick(Sender: TObject); // Установить новую аватарку begin Log := 'nl'; Log := 'УСТАНОВКА ПОЛЬЗОВАТЕЛЮ №1 АВАТАРКИ'; Log := 'nl'; if OpenDialog.Execute then Log := BoolToStr(DB.SetUserAvatar(1, OpenDialog.FileName), 'Установлена аватарка: ' + OpenDialog.FileName, 'Ошибка установки аватарки'); Log := ''; end; procedure TMainForm.MenuItemGetUserAvatarClick(Sender: TObject); // Сохранить аватарку пользователя var MemoryStream: TMemoryStream; begin Log := 'nl'; Log := 'СОХРАНЕНИЕ В ФАЙЛ АВАТАРКИ ПОЛЬЗОВАТЕЛЯ №2'; Log := 'nl'; if SaveDialog.Execute then begin MemoryStream := TMemoryStream.Create; if DB.SaveUserAvatarToStream(2, MemoryStream) then Log := 'Аватарка сохранена успешно: ' + SaveDialog.FileName else Log := 'Ошибка сохранения аватарки в файл'; MemoryStream.SaveToFile(SaveDialog.FileName); MemoryStream.Free; end; Log := ''; end; procedure TMainForm.MenuItemGetUsersInfoClick(Sender: TObject); // Получаем информацию о пользователе var EMail: string; PassHash: string; Nick: string; i: integer; begin Log := 'nl'; Log := 'ПОЛУЧИТЬ ИНФОРМАЦИЮ О ПОЛЬЗОВАТЕЛЯХ'; Log := 'nl'; if DB.GetUsersCount <> INVALID_VALUE then for i := 1 to DB.GetUsersCount do begin DB.GetUserInfo(i, Nick, PassHash, EMail); Log := 'ID: ' + IntToStr(i); Log := 'Имя: ' + Nick; Log := 'Хэш: ' + PassHash; Log := 'Мыло: ' + EMail; Log := ''; end; end; procedure TMainForm.MenuItemOpenDBClick(Sender: TObject); // Открытие БД begin Log := 'nl'; Log := 'ОТКРЫТИЕ БД'; Log := 'nl'; if OpenDialog.Execute then Log := BoolToStr(DB.OpenDataBase(OpenDialog.FileName), 'Смог открыть БД: ' + OpenDialog.FileName, 'Ошибка открытия БД'); Log := ''; end; procedure TMainForm.MenuItemCreateDBClick(Sender: TObject); // создание БД begin Log := 'nl'; Log := 'СОЗДАНИЕ БД'; Log := 'nl'; if SaveDialog.Execute then Log := BoolToStr(DB.CreateDataBase(SaveDialog.FileName), 'БД создана: ' + SaveDialog.FileName, 'Ошибка создания БД'); Log := ''; end; procedure TMainForm.MenuItemGetUsersCountClick(Sender: TObject); // Количество пользователей begin Log := 'nl'; Log := 'КОЛИЧЕСТВО ПОЛЬЗОВАТЕЛЕЙ В БД'; Log := 'nl'; LOG := 'Пользователей в БД: ' + IntToStr(DB.GetUsersCount); Log := ''; end; procedure TMainForm.MenuItemDeleteUserClick(Sender: TObject); // Удаляем друга begin Log := 'nl'; Log := 'УДАЛЯЕМ ПОЛЬЗОВАТЕЛЯ №1 В БД'; Log := 'nl'; Log := BoolToStr(DB.RemoveUser(1), 'Пользователь удалён', 'Ошибка удаления пользователея'); Log := ''; end; procedure TMainForm.MenuItemSetNewUserInfoClick(Sender: TObject); // Изменяем данные пользователя begin Log := 'nl'; Log := 'ИЗМЕНЯЕМ ДАННЫЕ ПОЛЬЗОВАТЕЛЯ №2 В БД'; Log := 'nl'; Log := 'Текущая информация пользователя №2:'; Memo.Lines.Add(DB.GetUserNickName(2)); Memo.Lines.Add(DB.GetUserEMail(2)); Memo.Lines.Add(DB.GetUserPasswordHash(2)); Log := 'Изменяем информацию о пользователе: '; if DB.SetUserEMail(2, 'NewEmail@NewEmail.NewEmail') and DB.SetUserNickName(2, 'NewNickName') then Log := 'Данные пользователя успешно изменены: ' else Log := 'Ошибка изменения информации о пользователе:'; Memo.Lines.Add(DB.GetUserNickName(2)); Memo.Lines.Add(DB.GetUserEMail(2)); Memo.Lines.Add(DB.GetUserPasswordHash(2)); Log := ''; end; procedure TMainForm.MenuItemFindUserClick(Sender: TObject); // Узнать наличие пользователя begin Log := 'nl'; Log := 'ИЩЕМ ПОЛЬЗОВАТЕЛЯ В БД ПО НЕКОЙ СТРОКЕ'; Log := 'nl'; Log := 'Ищем пользователя с мылом - NewEmail@NewEmail.NewEmail'; Log := 'ID: ' + IntToStr(DB.UserExist('NewEmail@NewEmail.NewEmail')); Log := 'Ищем пользователя с именем - Test2'; Log := 'ID: ' + IntToStr(DB.UserExist('Test2')); Log := ''; end; procedure TMainForm.MenuItemNewFriendClick(Sender: TObject); // Добавление друга begin Log := 'nl'; Log := 'ДОБАВЛЯЕМ НОВОГО ДРУГА БЕЗ АВАТАРКИ'; Log := 'nl'; if DB.AddFriend(1, 'Friend', 'Friend@Friend.Friend') then begin Log := 'Друг создан:'; Log := #9 + 'Имя: ' + DB.GetFriendNickName(1, DB.GetUsersCount); Log := #9 + 'Мыло:' + DB.GetFriendEmail(1, DB.GetUsersCount); end else Log := 'Ошибка создания нового друга'; Log := ''; Log := 'nl'; Log := 'ДОБАВЛЯЕМ НОВОГО ДРУГА С АВАТАРКОЙ'; Log := 'nl'; if OpenDialog.Execute then if DB.AddFriend(1, 'Friend', 'Friend@Friend.Friend', OpenDialog.FileName) then begin Log := 'Друг создан:'; Log := #9 + 'Имя: ' + DB.GetFriendNickName(1, DB.GetUsersCount); Log := #9 + 'Мыло:' + DB.GetFriendEmail(1, DB.GetUsersCount); end else Log := 'Ошибка создания нового друга'; Log := ''; end; procedure TMainForm.MenuItemRemoveFriendClick(Sender: TObject); // Удаление друга begin Log := 'nl'; Log := 'УДАЛЯЕМ ДРУГА №2 ПОЛЬЗОВАТЕЛЯ № 1 В БД'; Log := 'nl'; Log := BoolToStr(DB.RemoveFriend(1, 2), 'Друг №2 удалён из БД', 'Ошибка удаления друга из БД'); Log := ''; end; procedure TMainForm.MenuItemGetFriendInfoClick(Sender: TObject); // Получить информацию о друге var i: integer; begin Log := 'nl'; Log := 'ПОЛУЧАЕМ ИНФОРМАЦИЮ О ДРУЗЬЯХ ПОЛЬЗОВАТЕЛЯ №1'; Log := 'nl'; if DB.GetFriendsCount(1) <> INVALID_VALUE then for i := 1 to DB.GetFriendsCount(1) do begin Log := 'id: ' + IntToStr(i); Log := 'Имя: ' + DB.GetFriendNickName(1, i); Log := 'Мыло: ' + DB.GetFriendEmail(1, i); Log := ''; end; end; procedure TMainForm.MenuItemSetFriendInfoClick(Sender: TObject); // Установить информацию о друге begin Log := 'nl'; Log := 'УСТАНАВЛИВАЕМ НОВЫЕ ДАННЫЕ ДРУГУ №1 ПОЛЬЗОВАТЕЛЯ №1'; Log := 'nl'; Log := 'Старые данные:'; Log := 'Имя: ' + DB.GetFriendNickName(1, 1); Log := 'Мыло: ' + DB.GetFriendEmail(1, 1); Log := 'Установка новых данных:'; if not DB.SetFriendEmail(1, 1, 'test@friend.ru') then Log := 'Ошибка установки нового мыла'; if not DB.SetFriendNickName(1, 1, 'nick@friend') then Log := 'Ошибка установки нового имени'; Log := 'Новые данные:'; Log := 'Имя: ' + DB.GetFriendNickName(1, 1); Log := 'Мыло: ' + DB.GetFriendEmail(1, 1); Log := ''; end; procedure TMainForm.MenuItemNewMsgClick(Sender: TObject); // Добавить сообщения var Message: TMemoryStream; BlowFishKey: TMemoryStream; PrivateKey: TMemoryStream; OpenKey: TMemoryStream; Status: boolean; begin Log := 'nl'; Log := 'СОЗДАНИЕ СООБЩЕНИЙ МЕЖДУ ДРУГОМ №1 И ПОЛЬЗОВАТЕЛЯМ №1'; Log := 'nl'; Message := TMemoryStream.Create; Message.LoadFromFile(Application.ExeName + '.lpi'); BlowFishKey := TMemoryStream.Create; BlowFishKey.LoadFromFile(Application.ExeName + '.lpi'); PrivateKey := TMemoryStream.Create; PrivateKey.LoadFromFile(Application.ExeName + '.lpi'); OpenKey := TMemoryStream.Create; OpenKey.LoadFromFile(Application.ExeName + '.lpi'); try Status := True; Status := Status and DB.AddMessage(1, 1, TMsgDirection.mdoutgoingMsg, TMsgType.mtAddFriend, Message, OpenKey, PrivateKey, BlowFishKey); Status := Status and DB.AddMessage(1, 1, TMsgDirection.mdoutgoingMsg, TMsgType.mtExchangeKey, Message, OpenKey, PrivateKey, BlowFishKey); Status := Status and DB.AddMessage(1, 1, TMsgDirection.mdoutgoingMsg, TMsgType.mtMessage, Message, OpenKey, PrivateKey, BlowFishKey); Status := Status and DB.AddMessage(1, 1, TMsgDirection.mdIncomingMsg, TMsgType.mtAddFriend, Message, OpenKey, PrivateKey, BlowFishKey); Status := Status and DB.AddMessage(1, 1, TMsgDirection.mdIncomingMsg, TMsgType.mtExchangeKey, Message, OpenKey, PrivateKey, BlowFishKey); Status := Status and DB.AddMessage(1, 1, TMsgDirection.mdIncomingMsg, TMsgType.mtMessage, Message, OpenKey, PrivateKey, BlowFishKey); finally Message.Free; BlowFishKey.Free; PrivateKey.Free; OpenKey.Free; end; if Status then Log := 'Все пользователи созданы успешно' else Log := 'Ошибка создания новых пользователей'; Log := ''; end; procedure TMainForm.MenuItemRemoveMsgClick(Sender: TObject); // Удалить сообщения begin Log := 'nl'; Log := 'УДАЛЯЕМ СООБЩЕНИЕ №3 ДРУГА №2 ПОЛЬЗОВАТЕЛЯ № 1 В БД'; Log := 'nl'; Log := BoolToStr(DB.RemoveMessage(1, 1, 1), 'Сообщение успешно удалено', 'Ошибка удаления сообщения'); Log := ''; end; procedure TMainForm.MenuItemGetMsgInfoClick(Sender: TObject); // Получить информацию о сообщении var StringStream: TStringStream; begin Log := 'nl'; Log := 'ПОЛУЧИТЬ ИНФОРМАЦИЮ О СООБЩЕНИИ №1 ДРУГА №2 ПОЛЬЗОВАТЕЛЯ № 1 В БД'; Log := 'nl'; case DB.GetMessageType(1, 1, 1) of mtAddFriend: Log := 'Тип сообщения: Добавление в друзья'; mtExchangeKey: Log := 'Тип сообщения: Обмен ключами'; mtMessage: Log := 'Тип сообщения: Сообщение'; end; if DB.GetMessageDirection(1, 1, 1) = mdIncomingMsg then Log := 'Входящее сообщение' else Log := 'Исходящее сообщение'; Log := 'Дата сообщения: ' + DateTimeToStr(DB.GetMessageDate(1, 1, 2)); StringStream:= TStringStream.Create(''); db.GetMessage(1, 1, 1, StringStream); Log := 'Текст сообщения: '; Log := StringStream.DataString; Log := ''; end; procedure TMainForm.MenuItemGetCountMsgsClick(Sender: TObject); // Получить количество сообщений begin Log := 'nl'; Log := 'КОЛИЧЕСТВО СООБЩЕНИЙ В БД'; Log := 'nl'; LOG := 'Сообщений в БД: ' + IntToStr(DB.GetMessagesCount(1, 1)); Log := ''; end; end.
unit VM_INTF; interface {$IFDEF FPC} {$MODE DELPHI} {$ENDIF} uses SysUtils, VM.Invoke, xmldom, XMLDoc, XMlIntf; implementation type IMyIntf = interface ['{965AC8F3-6952-41C7-BFB9-41D48BF3D860}'] function GetInt: Integer; procedure SetInt(V: Integer); end; TMyIntf = class(TInterfacedObject, IMyIntf) FInt: Integer; function GetInt: Integer; procedure SetInt(V: Integer); public destructor Destroy; override; end; function GetIntf: IMyIntf; begin Result := TMyIntf.Create; end; function GetIUnknown: IInterface; begin Result := TInterfacedObject.Create; end; procedure XCreateGUID(out GUID: TGUID); begin CreateGUID(GUID); end; var _G: TGUID; procedure WriteGUID(const GUID: TGUID); begin _G := GUID; end; procedure ReadGUID(out GUID: TGUID); begin GUID := _G; end; procedure RegisterVM_System; begin RegisterProc('SYS', 'GetIUnknown', @GetIUnknown); RegisterProc('SYS', 'GetIntf', @GetIntf); RegisterProc('SYS', 'NewXMLDocument', @NewXMLDocument); RegisterProc('system', 'CreateGUID', @XCreateGUID); RegisterProc('system', 'WriteGUID', @WriteGUID); RegisterProc('system', 'ReadGUID', @ReadGUID); end; { TMyIntf } destructor TMyIntf.Destroy; begin inherited; end; function TMyIntf.GetInt: Integer; begin Result := FInt; end; procedure TMyIntf.SetInt(V: Integer); begin FInt := V; end; var Doc: IXMLDocument; Node: IXMLNode; initialization Doc := NewXMLDocument; Node := Doc.AddChild('root'); RegisterVM_System; end.
// // This unit is part of the GLScene Project, http://glscene.org // { : GLSDLWindow<p> Non visual wrapper around basic SDL window features.<p> <u>Notes to Self:</u><br> Unit must ultimately *NOT* make use of any platform specific stuff, *EVEN* through the use of conditionnals.<br> SDL-specifics should also be avoided in the "interface" section.<p> Written and maintained by Eric Grange (http://glscene.org), this component uses JEDI-SDL conversion (http://delphi-jedi.org), which is a Delphi header conversion for SDL (http://libsdl.org)<p> <b>History : </b><font size=-1><ul> <li>17/11/09 - DaStr - Improved Unix compatibility (thanks Predator) (BugtrackerID = 2893580) <li>16/10/08 - UweR - Compatibility fix for Delphi 2009 <li>07/06/07 - DaStr - Added $I GLScene.inc <li>17/03/07 - DaStr - Dropped Kylix support in favor of FPC (BugTracekrID=1681585) <li>16/12/01 - Egg - Resize no longer recreates SDL surface in OpenGL mode <li>12/12/01 - Egg - Fixes & additions (code from Dominique Louis), Added doc tags, Stencil buffer and others. <li>11/12/01 - Egg - Creation </ul></font> } unit GLSDLWindow; interface {$I GLScene.inc} uses Classes, SysUtils, SyncObjs, // SDL SDL; type // TSDLWindowPixelDepth // { : Pixel Depth options.<p> <ul> <li>vpd16bits: 16bpp graphics (565) (and 16 bits depth buffer for OpenGL) <li>vpd24bits: 24bpp graphics (565) (and 24 bits depth buffer for OpenGL) </ul> } TSDLWindowPixelDepth = (vpd16bits, vpd24bits); // TSDLWindowOptions // { : Specifies optional settings for the SDL window.<p> Those options are a simplified subset of the SDL options:<ul> <li>voDoubleBuffer: create a double-buffered window <li>voHardwareAccel: enables all hardware acceleration options (software only if not defined). <li>voOpenGL: requires OpenGL capability for the window <li>voResizable: window should be resizable <li>voFullScreen: requires a fullscreen "window" (screen resolution may be changed) <li>voStencilBuffer: requires a stencil buffer (8bits, use along voOpenGL) </ul> } TSDLWindowOption = (voDoubleBuffer, voHardwareAccel, voOpenGL, voResizable, voFullScreen, voStencilBuffer); TSDLWindowOptions = set of TSDLWindowOption; TSDLEvent = procedure(sender: TObject; const event: TSDL_Event) of object; const cDefaultSDLWindowOptions = [voDoubleBuffer, voHardwareAccel, voOpenGL, voResizable]; type // TSDLWindow // { : A basic SDL-based window (non-visual component).<p> Only a limited subset of SDL's features are available, and this window is heavily oriented toward using it for OpenGL rendering.<p> Be aware SDL is currently limited to a single window at any time... so you may have multiple components, but only one can be used. } TSDLWindow = class(TComponent) private { Private Declarations } FWidth: Integer; FHeight: Integer; FPixelDepth: TSDLWindowPixelDepth; FOptions: TSDLWindowOptions; FActive: Boolean; FOnOpen: TNotifyEvent; FOnClose: TNotifyEvent; FOnResize: TNotifyEvent; FOnSDLEvent: TSDLEvent; FOnEventPollDone: TNotifyEvent; FCaption: String; FThreadSleepLength: Integer; FThreadPriority: TThreadPriority; FThreadedEventPolling: Boolean; FThread: TThread; FSDLSurface: PSDL_Surface; FWindowHandle: Longword; protected { Protected Declarations } procedure SetWidth(const val: Integer); procedure SetHeight(const val: Integer); procedure SetPixelDepth(const val: TSDLWindowPixelDepth); procedure SetOptions(const val: TSDLWindowOptions); procedure SetActive(const val: Boolean); procedure SetCaption(const val: String); procedure SetThreadSleepLength(const val: Integer); procedure SetThreadPriority(const val: TThreadPriority); procedure SetThreadedEventPolling(const val: Boolean); function BuildSDLVideoFlags: Cardinal; procedure SetSDLGLAttributes; procedure CreateOrRecreateSDLSurface; procedure ResizeGLWindow; procedure SetupSDLEnvironmentValues; procedure StartThread; procedure StopThread; public { Public Declarations } constructor Create(AOwner: TComponent); override; destructor Destroy; override; { : Initializes and Opens an SDL window } procedure Open; { : Closes an already opened SDL Window.<p> NOTE: will also kill the app due to an SDL limitation... } procedure Close; { : Applies changes (size, pixeldepth...) to the opened window. } procedure UpdateWindow; { : Swap front and back buffer.<p> } procedure SwapBuffers; { : Polls SDL events.<p> SDL events can be either polled "manually", through a call to this method, or automatically via ThreadEventPolling. } procedure PollEvents; { : Is the SDL window active (opened)?<p> Adjusting this value as the same effect as invoking Open/Close. } property Active: Boolean read FActive write SetActive; { : Presents the SDL surface of the window.<p> If Active is False, this value is undefined. } property Surface: PSDL_Surface read FSDLSurface; { : Experimental: ask SDL to reuse and existing WindowHandle } property WindowHandle: Cardinal read FWindowHandle write FWindowHandle; published { Published Declarations } { : Width of the SDL window.<p> To apply changes to an active window, call UpdateWindow. } property Width: Integer read FWidth write SetWidth default 640; { : Height of the SDL window.<p> To apply changes to an active window, call UpdateWindow. } property Height: Integer read FHeight write SetHeight default 480; { : PixelDepth of the SDL window.<p> To apply changes to an active window, call UpdateWindow. } property PixelDepth: TSDLWindowPixelDepth read FPixelDepth write SetPixelDepth default vpd24bits; { : Options for the SDL window.<p> To apply changes to an active window, call UpdateWindow. } property Options: TSDLWindowOptions read FOptions write SetOptions default cDefaultSDLWindowOptions; { : Caption of the SDL window } property Caption: String read FCaption write SetCaption; { : Controls automatic threaded event polling. } property ThreadedEventPolling: Boolean read FThreadedEventPolling write SetThreadedEventPolling default True; { : Sleep length between pollings in the polling thread. } property ThreadSleepLength: Integer read FThreadSleepLength write SetThreadSleepLength default 1; { : Priority of the event polling thread. } property ThreadPriority: TThreadPriority read FThreadPriority write SetThreadPriority default tpLower; { : Fired whenever Open succeeds.<p> The SDL surface is defined and usable when the event happens. } property OnOpen: TNotifyEvent read FOnOpen write FOnOpen; { : Fired whenever closing the window.<p> The SDL surface is still defined and usable when the event happens. } property OnClose: TNotifyEvent read FOnClose write FOnClose; { : Fired whenever the window is resized.<p> Note: glViewPort call is handled automatically for OpenGL windows } property OnResize: TNotifyEvent read FOnResize write FOnResize; { : Fired whenever an SDL Event is polled.<p> SDL_QUITEV and SDL_VIDEORESIZE are not passed to this event handler, they are passed via OnClose and OnResize respectively. } property OnSDLEvent: TSDLEvent read FOnSDLEvent write FOnSDLEvent; { : Fired whenever an event polling completes with no events left to poll. } property OnEventPollDone: TNotifyEvent read FOnEventPollDone write FOnEventPollDone; end; // ESDLError // { : Generic SDL or SDLWindow exception. } ESDLError = class(Exception); procedure Register; // --------------------------------------------------------------------- // --------------------------------------------------------------------- // --------------------------------------------------------------------- implementation // --------------------------------------------------------------------- // --------------------------------------------------------------------- // --------------------------------------------------------------------- uses OpenGLAdapter, GLContext, GLVectorGeometry; var vSDLCS: TCriticalSection; vSDLActive: Boolean; // will be removed once SDL supports multiple windows type // TSDLEventThread // TSDLEventThread = class(TThread) Owner: TSDLWindow; procedure Execute; override; procedure DoPollEvents; end; procedure Register; begin RegisterComponents('GLScene Utils', [TSDLWindow]); end; // RaiseSDLError // procedure RaiseSDLError(const msg: String = ''); begin if msg <> '' then raise ESDLError.Create(msg + #13#10 + SDL_GetError) else raise ESDLError.Create(SDL_GetError); end; // ------------------ // ------------------ TSDLEventThread ------------------ // ------------------ // Execute // procedure TSDLEventThread.Execute; begin try while not Terminated do begin vSDLCS.Enter; try SDL_Delay(Owner.ThreadSleepLength); finally vSDLCS.Leave; end; Synchronize(DoPollEvents); end; except // bail out asap, problem wasn't here anyway end; vSDLCS.Enter; try if Assigned(Owner) then Owner.FThread := nil; finally vSDLCS.Leave; end; end; // DoPollEvents // procedure TSDLEventThread.DoPollEvents; begin // no need for a CS here, we're in the main thread if Assigned(Owner) then Owner.PollEvents; end; // ------------------ // ------------------ TSDLWindow ------------------ // ------------------ // Create // constructor TSDLWindow.Create(AOwner: TComponent); begin inherited Create(AOwner); FWidth := 640; FHeight := 480; FPixelDepth := vpd24bits; FThreadedEventPolling := True; FThreadSleepLength := 1; FThreadPriority := tpLower; FOptions := cDefaultSDLWindowOptions; end; // Destroy // destructor TSDLWindow.Destroy; begin Close; inherited Destroy; end; // SetWidth // procedure TSDLWindow.SetWidth(const val: Integer); begin if FWidth <> val then if val > 0 then FWidth := val; end; // SetHeight // procedure TSDLWindow.SetHeight(const val: Integer); begin if FHeight <> val then if val > 0 then FHeight := val; end; // SetPixelDepth // procedure TSDLWindow.SetPixelDepth(const val: TSDLWindowPixelDepth); begin FPixelDepth := val; end; // SetOptions // procedure TSDLWindow.SetOptions(const val: TSDLWindowOptions); begin FOptions := val; end; // BuildSDLVideoFlags // function TSDLWindow.BuildSDLVideoFlags: Cardinal; var videoInfo: PSDL_VideoInfo; begin videoInfo := SDL_GetVideoInfo; if not Assigned(videoInfo) then raise ESDLError.Create('Video query failed.'); Result := 0; if voOpenGL in Options then Result := Result + SDL_OPENGL; if voDoubleBuffer in Options then Result := Result + SDL_DOUBLEBUF; if voResizable in Options then Result := Result + SDL_RESIZABLE; if voFullScreen in Options then Result := Result + SDL_FULLSCREEN; if voHardwareAccel in Options then begin if videoInfo.hw_available <> 0 then Result := Result + SDL_HWPALETTE + SDL_HWSURFACE else Result := Result + SDL_SWSURFACE; if videoInfo.blit_hw <> 0 then Result := Result + SDL_HWACCEL; end else Result := Result + SDL_SWSURFACE; end; // SetSDLGLAttributes // procedure TSDLWindow.SetSDLGLAttributes; begin case PixelDepth of vpd16bits: begin SDL_GL_SetAttribute(SDL_GL_RED_SIZE, 5); SDL_GL_SetAttribute(SDL_GL_GREEN_SIZE, 6); SDL_GL_SetAttribute(SDL_GL_BLUE_SIZE, 5); SDL_GL_SetAttribute(SDL_GL_DEPTH_SIZE, 16); end; vpd24bits: begin SDL_GL_SetAttribute(SDL_GL_RED_SIZE, 8); SDL_GL_SetAttribute(SDL_GL_GREEN_SIZE, 8); SDL_GL_SetAttribute(SDL_GL_BLUE_SIZE, 8); SDL_GL_SetAttribute(SDL_GL_DEPTH_SIZE, 24); end; else Assert(False); end; if voStencilBuffer in Options then SDL_GL_SetAttribute(SDL_GL_STENCIL_SIZE, 8) else SDL_GL_SetAttribute(SDL_GL_STENCIL_SIZE, 0); if voDoubleBuffer in Options then SDL_GL_SetAttribute(SDL_GL_DOUBLEBUFFER, 1) else SDL_GL_SetAttribute(SDL_GL_DOUBLEBUFFER, 0) end; // CreateOrRecreateSDLSurface // procedure TSDLWindow.CreateOrRecreateSDLSurface; const cPixelDepthToBpp: array [Low(TSDLWindowPixelDepth) .. High(TSDLWindowPixelDepth)] of Integer = (16, 24); var videoFlags: Integer; begin videoFlags := BuildSDLVideoFlags; if voOpenGL in Options then SetSDLGLAttributes; FSDLSurface := SDL_SetVideoMode(Width, Height, cPixelDepthToBpp[PixelDepth], videoFlags); if not Assigned(FSDLSurface) then RaiseSDLError('Unable to create surface.'); SDL_WM_SetCaption(PAnsiChar(AnsiString(FCaption)), nil); if voOpenGL in Options then ResizeGLWindow; end; // SetupSDLEnvironmentValues // procedure TSDLWindow.SetupSDLEnvironmentValues; var envVal: String; begin if FWindowHandle <> 0 then begin envVal := ''; {$IFDEF MSWINDOWS} SDL_putenv('SDL_VIDEODRIVER=windib'); envVal := 'SDL_WINDOWID=' + IntToStr(Integer(FWindowHandle)); {$ELSE} // Not Windows. {$IFDEF UNIX} .. .Unsupported UNIX target.implement your target code here ! .. . {$ENDIF} // UNIX {$ENDIF} // MSWINDOWS SDL_putenv(PAnsiChar(AnsiString(envVal))); end; end; // Open // procedure TSDLWindow.Open; begin if Active then Exit; if vSDLActive then raise ESDLError.Create('Only one SDL window can be opened at a time...') else vSDLActive := True; if SDL_Init(SDL_INIT_VIDEO) < 0 then raise ESDLError.Create('Could not initialize SDL.'); if voOpenGL in Options then InitOpenGL; SetupSDLEnvironmentValues; CreateOrRecreateSDLSurface; FActive := True; if Assigned(FOnOpen) then FOnOpen(Self); if Assigned(FOnResize) then FOnResize(Self); if ThreadedEventPolling then StartThread; end; // Close // procedure TSDLWindow.Close; begin if not Active then Exit; if Assigned(FOnClose) then FOnClose(Self); FActive := False; StopThread; SDL_Quit; // SubSystem(SDL_INIT_VIDEO); FSDLSurface := nil; vSDLActive := False; end; // UpdateWindow // procedure TSDLWindow.UpdateWindow; begin if Active then CreateOrRecreateSDLSurface; end; // SwapBuffers // procedure TSDLWindow.SwapBuffers; begin if Active then if voOpenGL in Options then SDL_GL_SwapBuffers else SDL_Flip(Surface); end; // ResizeGLWindow // procedure TSDLWindow.ResizeGLWindow; var RC: TGLContext; begin RC := CurrentGLContext; if Assigned(RC) then RC.GLStates.ViewPort := Vector4iMake(0, 0, Width, Height); end; // SetActive // procedure TSDLWindow.SetActive(const val: Boolean); begin if val <> FActive then if val then Open else Close; end; // SetCaption // procedure TSDLWindow.SetCaption(const val: String); begin if FCaption <> val then begin FCaption := val; if Active then SDL_WM_SetCaption(PAnsiChar(AnsiString(FCaption)), nil); end; end; // SetThreadSleepLength // procedure TSDLWindow.SetThreadSleepLength(const val: Integer); begin if val >= 0 then FThreadSleepLength := val; end; // SetThreadPriority // procedure TSDLWindow.SetThreadPriority(const val: TThreadPriority); begin FThreadPriority := val; if Assigned(FThread) then FThread.Priority := val; end; // SetThreadedEventPolling // procedure TSDLWindow.SetThreadedEventPolling(const val: Boolean); begin if FThreadedEventPolling <> val then begin FThreadedEventPolling := val; if ThreadedEventPolling then begin if Active and (not Assigned(FThread)) then StartThread; end else if Assigned(FThread) then StopThread; end; end; // StartThread // procedure TSDLWindow.StartThread; begin if Active and ThreadedEventPolling and (not Assigned(FThread)) then begin FThread := TSDLEventThread.Create(True); TSDLEventThread(FThread).Owner := Self; FThread.Priority := ThreadPriority; FThread.FreeOnTerminate := True; FThread.Resume; end; end; // StopThread // procedure TSDLWindow.StopThread; begin if Assigned(FThread) then begin vSDLCS.Enter; try TSDLEventThread(FThread).Owner := nil; FThread.Terminate; finally vSDLCS.Leave; end; end; end; // PollEvents // procedure TSDLWindow.PollEvents; var event: TSDL_Event; begin if Active then begin while SDL_PollEvent(@event) > 0 do begin case event.type_ of SDL_QUITEV: begin Close; Break; end; SDL_VIDEORESIZE: begin FWidth := event.resize.w; FHeight := event.resize.h; if voOpenGL in Options then ResizeGLWindow else begin CreateOrRecreateSDLSurface; if not Assigned(FSDLSurface) then RaiseSDLError('Could not get a surface after resize.'); end; if Assigned(FOnResize) then FOnResize(Self); end; else if Assigned(FOnSDLEvent) then FOnSDLEvent(Self, event); end; end; if Active then if Assigned(FOnEventPollDone) then FOnEventPollDone(Self); end; end; // --------------------------------------------------------------------- // --------------------------------------------------------------------- // --------------------------------------------------------------------- initialization // --------------------------------------------------------------------- // --------------------------------------------------------------------- // --------------------------------------------------------------------- // We DON'T free this stuff manually, // automatic release will take care of this vSDLCS := TCriticalSection.Create; end.
unit uFileCopyEx; {$mode objfpc}{$H+} interface uses Classes, SysUtils; const FILE_COPY_NO_BUFFERING = $01; type TFileCopyProgress = function(TotalBytes, DoneBytes: Int64; UserData: Pointer): LongBool; TFileCopyEx = function(const Source, Target: String; Options: UInt32; UpdateProgress: TFileCopyProgress; UserData: Pointer): LongBool; var FileCopyEx: TFileCopyEx = nil; implementation {$IF DEFINED(MSWINDOWS)} uses Windows, DCWindows, DCOSUtils; type TCopyInfo = class UserData: Pointer; UpdateProgress: TFileCopyProgress; end; function Progress(TotalFileSize, TotalBytesTransferred, StreamSize, StreamBytesTransferred: LARGE_INTEGER; dwStreamNumber, dwCallbackReason: DWord; hSourceFile, hDestinationFile: THandle; lpdata: pointer): Dword; Stdcall; var ACopyInfo: TCopyInfo absolute lpData; begin if ACopyInfo.UpdateProgress(TotalFileSize.QuadPart, TotalBytesTransferred.QuadPart, ACopyInfo.UserData) then Result:= PROGRESS_CONTINUE else begin Result:= PROGRESS_CANCEL; end; end; function CopyFile(const Source, Target: String; Options: UInt32; UpdateProgress: TFileCopyProgress; UserData: Pointer): LongBool; var ACopyInfo: TCopyInfo; dwCopyFlags: DWORD = COPY_FILE_ALLOW_DECRYPTED_DESTINATION; begin ACopyInfo:= TCopyInfo.Create; ACopyInfo.UserData:= UserData; ACopyInfo.UpdateProgress:= UpdateProgress; if (Options and FILE_COPY_NO_BUFFERING <> 0) then begin if (Win32MajorVersion > 5) then dwCopyFlags:= dwCopyFlags or COPY_FILE_NO_BUFFERING; end; Result:= CopyFileExW(PWideChar(UTF16LongName(Source)), PWideChar(UTF16LongName(Target)), @Progress, ACopyInfo, nil, dwCopyFlags) <> 0; ACopyInfo.Free; end; initialization FileCopyEx:= @CopyFile; {$ENDIF} end.
unit eBackupSystemHelpers; interface uses Windows; function GetFolderDate(const iFolder:string):TDateTime; function FileTimeToDateTime(const iTime:TFileTime):TDateTime; implementation uses SysUtils; function GetFolderDate(const iFolder:string):TDateTime; var lSearch:TSearchRec; lOk:dword; lDate:TFileTime; begin lOk := FindFirst(iFolder+'\*.*',$3f,lSearch); try if lOk <> 0 then raise Exception.CreateFmt('Folder "%s" nor found',[iFolder]); result := FileTimeToDateTime(lSearch.FindData.ftLastWriteTime); finally FindClose(lSearch); end; end; function FileTimeToDateTime(const iTime:TFileTime):TDateTime; var lLocalFileTime: TFileTime; lFileDate:integer; begin FileTimeToLocalFileTime(iTime, lLocalFileTime); if not FileTimeToDosDateTime(lLocalFileTime, LongRec(lFileDate).Hi, LongRec(lFileDate).Lo) then RaiseLastOsError(); result := FileDateToDateTime(lFileDate); end; end.
unit testnearestneighborunit; interface uses Math, Sysutils, Ap, tsort, nearestneighbor; function TestNearestNeighbor(Silent : Boolean):Boolean; function testnearestneighborunit_test_silent():Boolean; function testnearestneighborunit_test():Boolean; implementation procedure Unset2D(var A : TComplex2DArray);forward; procedure Unset1D(var A : TReal1DArray);forward; function KDTResultsDifferent(const RefXY : TReal2DArray; NTotal : AlglibInteger; const QX : TReal2DArray; const QXY : TReal2DArray; const QT : TInteger1DArray; N : AlglibInteger; NX : AlglibInteger; NY : AlglibInteger):Boolean;forward; function VNorm(const X : TReal1DArray; N : AlglibInteger; NormType : AlglibInteger):Double;forward; procedure TestKDTUniform(const XY : TReal2DArray; const N : AlglibInteger; const NX : AlglibInteger; const NY : AlglibInteger; const NormType : AlglibInteger; var KDTErrors : Boolean);forward; (************************************************************************* Testing Nearest Neighbor Search *************************************************************************) function TestNearestNeighbor(Silent : Boolean):Boolean; var XY : TReal2DArray; I : AlglibInteger; J : AlglibInteger; V : Double; NormType : AlglibInteger; NX : AlglibInteger; NY : AlglibInteger; N : AlglibInteger; SmallN : AlglibInteger; LargeN : AlglibInteger; PassCount : AlglibInteger; Pass : AlglibInteger; WasErrors : Boolean; KDTErrors : Boolean; begin KDTErrors := False; PassCount := 2; SmallN := 256; LargeN := 2048; NY := 3; // // // Pass:=1; while Pass<=PassCount do begin NormType:=0; while NormType<=2 do begin NX:=1; while NX<=3 do begin // // Test in hypercube // SetLength(XY, LargeN, NX+NY); I:=0; while I<=LargeN-1 do begin J:=0; while J<=NX+NY-1 do begin XY[I,J] := 10*RandomReal-5; Inc(J); end; Inc(I); end; N:=1; while N<=10 do begin TestKDTUniform(XY, N, NX, RandomInteger(NY+1), NormType, KDTErrors); Inc(N); end; TestKDTUniform(XY, LargeN, NX, RandomInteger(NY+1), NormType, KDTErrors); // // Test clustered (2*N points, pairs of equal points) // SetLength(XY, 2*SmallN, NX+NY); I:=0; while I<=SmallN-1 do begin J:=0; while J<=NX+NY-1 do begin XY[2*I+0,J] := 10*RandomReal-5; XY[2*I+1,J] := XY[2*I+0,J]; Inc(J); end; Inc(I); end; TestKDTUniform(XY, 2*SmallN, NX, RandomInteger(NY+1), NormType, KDTErrors); // // Test degenerate case: all points are same except for one // SetLength(XY, SmallN, NX+NY); V := RandomReal; I:=0; while I<=SmallN-2 do begin J:=0; while J<=NX+NY-1 do begin XY[I,J] := V; Inc(J); end; Inc(I); end; J:=0; while J<=NX+NY-1 do begin XY[SmallN-1,J] := 10*RandomReal-5; Inc(J); end; TestKDTUniform(XY, SmallN, NX, RandomInteger(NY+1), NormType, KDTErrors); Inc(NX); end; Inc(NormType); end; Inc(Pass); end; // // report // WasErrors := KDTErrors; if not Silent then begin Write(Format('TESTING NEAREST NEIGHBOR SEARCH'#13#10'',[])); Write(Format('* KD TREES: ',[])); if not KDTErrors then begin Write(Format('OK'#13#10'',[])); end else begin Write(Format('FAILED'#13#10'',[])); end; if WasErrors then begin Write(Format('TEST FAILED'#13#10'',[])); end else begin Write(Format('TEST PASSED'#13#10'',[])); end; Write(Format(''#13#10''#13#10'',[])); end; Result := not WasErrors; end; (************************************************************************* Unsets 2D array. *************************************************************************) procedure Unset2D(var A : TComplex2DArray); begin SetLength(A, 0+1, 0+1); A[0,0] := C_Complex(2*RandomReal-1); end; (************************************************************************* Unsets 1D array. *************************************************************************) procedure Unset1D(var A : TReal1DArray); begin SetLength(A, 0+1); A[0] := 2*RandomReal-1; end; (************************************************************************* Compare results from different queries: * X just X-values * XY X-values and Y-values * XT X-values and tag values *************************************************************************) function KDTResultsDifferent(const RefXY : TReal2DArray; NTotal : AlglibInteger; const QX : TReal2DArray; const QXY : TReal2DArray; const QT : TInteger1DArray; N : AlglibInteger; NX : AlglibInteger; NY : AlglibInteger):Boolean; var I : AlglibInteger; J : AlglibInteger; begin Result := False; I:=0; while I<=N-1 do begin if (QT[I]<0) or (QT[I]>=NTotal) then begin Result := True; Exit; end; J:=0; while J<=NX-1 do begin Result := Result or AP_FP_Neq(QX[I,J],RefXY[QT[I],J]); Result := Result or AP_FP_Neq(QXY[I,J],RefXY[QT[I],J]); Inc(J); end; J:=0; while J<=NY-1 do begin Result := Result or AP_FP_Neq(QXY[I,NX+J],RefXY[QT[I],NX+J]); Inc(J); end; Inc(I); end; end; (************************************************************************* Returns norm *************************************************************************) function VNorm(const X : TReal1DArray; N : AlglibInteger; NormType : AlglibInteger):Double; var I : AlglibInteger; begin Result := RandomReal; if NormType=0 then begin Result := 0; I:=0; while I<=N-1 do begin Result := Max(Result, AbsReal(X[I])); Inc(I); end; Exit; end; if NormType=1 then begin Result := 0; I:=0; while I<=N-1 do begin Result := Result+AbsReal(X[I]); Inc(I); end; Exit; end; if NormType=2 then begin Result := 0; I:=0; while I<=N-1 do begin Result := Result+AP_Sqr(X[I]); Inc(I); end; Result := Sqrt(Result); Exit; end; end; (************************************************************************* Testing Nearest Neighbor Search on uniformly distributed hypercube NormType: 0, 1, 2 D: space dimension N: points count *************************************************************************) procedure TestKDTUniform(const XY : TReal2DArray; const N : AlglibInteger; const NX : AlglibInteger; const NY : AlglibInteger; const NormType : AlglibInteger; var KDTErrors : Boolean); var ErrTol : Double; Tags : TInteger1DArray; PtX : TReal1DArray; TmpX : TReal1DArray; TmpB : TBoolean1DArray; TreeX : KDTree; TreeXY : KDTree; TreeXT : KDTree; QX : TReal2DArray; QXY : TReal2DArray; QTags : TInteger1DArray; QR : TReal1DArray; KX : AlglibInteger; KXY : AlglibInteger; KT : AlglibInteger; KR : AlglibInteger; Eps : Double; I : AlglibInteger; J : AlglibInteger; K : AlglibInteger; Task : AlglibInteger; IsEqual : Boolean; R : Double; Q : AlglibInteger; QCount : AlglibInteger; begin QCount := 10; // // Tol - roundoff error tolerance (for '>=' comparisons) // ErrTol := 100000*MachineEpsilon; // // fill tags // SetLength(Tags, N); I:=0; while I<=N-1 do begin Tags[I] := I; Inc(I); end; // // build trees // KDTreeBuild(XY, N, NX, 0, NormType, TreeX); KDTreeBuild(XY, N, NX, NY, NormType, TreeXY); KDTreeBuildTagged(XY, Tags, N, NX, 0, NormType, TreeXT); // // allocate arrays // SetLength(TmpX, NX); SetLength(TmpB, N); SetLength(QX, N, NX); SetLength(QXY, N, NX+NY); SetLength(QTags, N); SetLength(QR, N); SetLength(PtX, NX); // // test general K-NN queries (with self-matches): // * compare results from different trees (must be equal) and // check that correct (value,tag) pairs are returned // * test results from XT tree - let R be radius of query result. // then all points not in result must be not closer than R. // Q:=1; while Q<=QCount do begin // // Select K: 1..N // if AP_FP_Greater(RandomReal,0.5) then begin K := 1+RandomInteger(N); end else begin K := 1; end; // // Select point (either one of the points, or random) // if AP_FP_Greater(RandomReal,0.5) then begin I := RandomInteger(N); APVMove(@PtX[0], 0, NX-1, @XY[I][0], 0, NX-1); end else begin I:=0; while I<=NX-1 do begin PtX[I] := 2*RandomReal-1; Inc(I); end; end; // // Test: // * consistency of results from different queries // * points in query are IN the R-sphere (or at the boundary), // and points not in query are outside of the R-sphere (or at the boundary) // * distances are correct and are ordered // KX := KDTreeQueryKNN(TreeX, PtX, K, True); KXY := KDTreeQueryKNN(TreeXY, PtX, K, True); KT := KDTreeQueryKNN(TreeXT, PtX, K, True); if (KX<>K) or (KXY<>K) or (KT<>K) then begin KDTErrors := True; Exit; end; KX := 0; KXY := 0; KT := 0; KDTreeQueryResultsX(TreeX, QX, KX); KDTreeQueryResultsXY(TreeXY, QXY, KXY); KDTreeQueryResultsTags(TreeXT, QTags, KT); KDTreeQueryResultsDistances(TreeXT, QR, KR); if (KX<>K) or (KXY<>K) or (KT<>K) or (KR<>K) then begin KDTErrors := True; Exit; end; KDTErrors := KDTErrors or KDTResultsDifferent(XY, N, QX, QXY, QTags, K, NX, NY); I:=0; while I<=N-1 do begin TmpB[I] := True; Inc(I); end; R := 0; I:=0; while I<=K-1 do begin TmpB[QTags[I]] := False; APVMove(@TmpX[0], 0, NX-1, @PtX[0], 0, NX-1); APVSub(@TmpX[0], 0, NX-1, @QX[I][0], 0, NX-1); R := Max(R, VNorm(TmpX, NX, NormType)); Inc(I); end; I:=0; while I<=N-1 do begin if TmpB[I] then begin APVMove(@TmpX[0], 0, NX-1, @PtX[0], 0, NX-1); APVSub(@TmpX[0], 0, NX-1, @XY[I][0], 0, NX-1); KDTErrors := KDTErrors or AP_FP_Less(VNorm(TmpX, NX, NormType),R*(1-ErrTol)); end; Inc(I); end; I:=0; while I<=K-2 do begin KDTErrors := KDTErrors or AP_FP_Greater(QR[I],QR[I+1]); Inc(I); end; I:=0; while I<=K-1 do begin APVMove(@TmpX[0], 0, NX-1, @PtX[0], 0, NX-1); APVSub(@TmpX[0], 0, NX-1, @XY[QTags[I]][0], 0, NX-1); KDTErrors := KDTErrors or AP_FP_Greater(AbsReal(VNorm(TmpX, NX, NormType)-QR[I]),ErrTol); Inc(I); end; Inc(Q); end; // // test general approximate K-NN queries (with self-matches): // * compare results from different trees (must be equal) and // check that correct (value,tag) pairs are returned // * test results from XT tree - let R be radius of query result. // then all points not in result must be not closer than R/(1+Eps). // Q:=1; while Q<=QCount do begin // // Select K: 1..N // if AP_FP_Greater(RandomReal,0.5) then begin K := 1+RandomInteger(N); end else begin K := 1; end; // // Select Eps // Eps := 0.5+RandomReal; // // Select point (either one of the points, or random) // if AP_FP_Greater(RandomReal,0.5) then begin I := RandomInteger(N); APVMove(@PtX[0], 0, NX-1, @XY[I][0], 0, NX-1); end else begin I:=0; while I<=NX-1 do begin PtX[I] := 2*RandomReal-1; Inc(I); end; end; // // Test: // * consistency of results from different queries // * points in query are IN the R-sphere (or at the boundary), // and points not in query are outside of the R-sphere (or at the boundary) // * distances are correct and are ordered // KX := KDTreeQueryAKNN(TreeX, PtX, K, True, Eps); KXY := KDTreeQueryAKNN(TreeXY, PtX, K, True, Eps); KT := KDTreeQueryAKNN(TreeXT, PtX, K, True, Eps); if (KX<>K) or (KXY<>K) or (KT<>K) then begin KDTErrors := True; Exit; end; KX := 0; KXY := 0; KT := 0; KDTreeQueryResultsX(TreeX, QX, KX); KDTreeQueryResultsXY(TreeXY, QXY, KXY); KDTreeQueryResultsTags(TreeXT, QTags, KT); KDTreeQueryResultsDistances(TreeXT, QR, KR); if (KX<>K) or (KXY<>K) or (KT<>K) or (KR<>K) then begin KDTErrors := True; Exit; end; KDTErrors := KDTErrors or KDTResultsDifferent(XY, N, QX, QXY, QTags, K, NX, NY); I:=0; while I<=N-1 do begin TmpB[I] := True; Inc(I); end; R := 0; I:=0; while I<=K-1 do begin TmpB[QTags[I]] := False; APVMove(@TmpX[0], 0, NX-1, @PtX[0], 0, NX-1); APVSub(@TmpX[0], 0, NX-1, @QX[I][0], 0, NX-1); R := Max(R, VNorm(TmpX, NX, NormType)); Inc(I); end; I:=0; while I<=N-1 do begin if TmpB[I] then begin APVMove(@TmpX[0], 0, NX-1, @PtX[0], 0, NX-1); APVSub(@TmpX[0], 0, NX-1, @XY[I][0], 0, NX-1); KDTErrors := KDTErrors or AP_FP_Less(VNorm(TmpX, NX, NormType),R*(1-ErrTol)/(1+Eps)); end; Inc(I); end; I:=0; while I<=K-2 do begin KDTErrors := KDTErrors or AP_FP_Greater(QR[I],QR[I+1]); Inc(I); end; I:=0; while I<=K-1 do begin APVMove(@TmpX[0], 0, NX-1, @PtX[0], 0, NX-1); APVSub(@TmpX[0], 0, NX-1, @XY[QTags[I]][0], 0, NX-1); KDTErrors := KDTErrors or AP_FP_Greater(AbsReal(VNorm(TmpX, NX, NormType)-QR[I]),ErrTol); Inc(I); end; Inc(Q); end; // // test general R-NN queries (with self-matches): // * compare results from different trees (must be equal) and // check that correct (value,tag) pairs are returned // * test results from XT tree - let R be radius of query result. // then all points not in result must be not closer than R. // Q:=1; while Q<=QCount do begin // // Select R // if AP_FP_Greater(RandomReal,0.3) then begin R := Max(RandomReal, MachineEpsilon); end else begin R := MachineEpsilon; end; // // Select point (either one of the points, or random) // if AP_FP_Greater(RandomReal,0.5) then begin I := RandomInteger(N); APVMove(@PtX[0], 0, NX-1, @XY[I][0], 0, NX-1); end else begin I:=0; while I<=NX-1 do begin PtX[I] := 2*RandomReal-1; Inc(I); end; end; // // Test: // * consistency of results from different queries // * points in query are IN the R-sphere (or at the boundary), // and points not in query are outside of the R-sphere (or at the boundary) // * distances are correct and are ordered // KX := KDTreeQueryRNN(TreeX, PtX, R, True); KXY := KDTreeQueryRNN(TreeXY, PtX, R, True); KT := KDTreeQueryRNN(TreeXT, PtX, R, True); if (KXY<>KX) or (KT<>KX) then begin KDTErrors := True; Exit; end; KX := 0; KXY := 0; KT := 0; KDTreeQueryResultsX(TreeX, QX, KX); KDTreeQueryResultsXY(TreeXY, QXY, KXY); KDTreeQueryResultsTags(TreeXT, QTags, KT); KDTreeQueryResultsDistances(TreeXT, QR, KR); if (KXY<>KX) or (KT<>KX) or (KR<>KX) then begin KDTErrors := True; Exit; end; KDTErrors := KDTErrors or KDTResultsDifferent(XY, N, QX, QXY, QTags, KX, NX, NY); I:=0; while I<=N-1 do begin TmpB[I] := True; Inc(I); end; I:=0; while I<=KX-1 do begin TmpB[QTags[I]] := False; Inc(I); end; I:=0; while I<=N-1 do begin APVMove(@TmpX[0], 0, NX-1, @PtX[0], 0, NX-1); APVSub(@TmpX[0], 0, NX-1, @XY[I][0], 0, NX-1); if TmpB[I] then begin KDTErrors := KDTErrors or AP_FP_Less(VNorm(TmpX, NX, NormType),R*(1-ErrTol)); end else begin KDTErrors := KDTErrors or AP_FP_Greater(VNorm(TmpX, NX, NormType),R*(1+ErrTol)); end; Inc(I); end; I:=0; while I<=KX-2 do begin KDTErrors := KDTErrors or AP_FP_Greater(QR[I],QR[I+1]); Inc(I); end; Inc(Q); end; // // Test self-matching: // * self-match - nearest neighbor of each point in XY is the point itself // * no self-match - nearest neighbor is NOT the point itself // if N>1 then begin // // test for N=1 have non-general form, but it is not really needed // Task:=0; while Task<=1 do begin I:=0; while I<=N-1 do begin APVMove(@PtX[0], 0, NX-1, @XY[I][0], 0, NX-1); KX := KDTreeQueryKNN(TreeX, PtX, 1, Task=0); KDTreeQueryResultsX(TreeX, QX, KX); if KX<>1 then begin KDTErrors := True; Exit; end; IsEqual := True; J:=0; while J<=NX-1 do begin IsEqual := IsEqual and AP_FP_Eq(QX[0,J],PtX[J]); Inc(J); end; if Task=0 then begin KDTErrors := KDTErrors or not IsEqual; end else begin KDTErrors := KDTErrors or IsEqual; end; Inc(I); end; Inc(Task); end; end; end; (************************************************************************* Silent unit test *************************************************************************) function testnearestneighborunit_test_silent():Boolean; begin Result := TestNearestNeighbor(True); end; (************************************************************************* Unit test *************************************************************************) function testnearestneighborunit_test():Boolean; begin Result := TestNearestNeighbor(False); end; end.
unit uFrmAutoEntity; interface uses Windows, Messages, SysUtils, Variants, Classes, Graphics, Controls, Forms, Dialogs, ImgList, ComCtrls, AdvMemo, ExtCtrls, ToolWin, DB, ADODB, IniFiles, StdCtrls; type TFrmAutoEntity = class(TForm) tlb1: TToolBar; spl1: TSplitter; tvTables: TTreeView; btn2: TToolButton; btnConnect: TToolButton; btnCloseConnect: TToolButton; ilList: TImageList; btnExit: TToolButton; ConMain: TADOConnection; mmo1: TMemo; procedure FormCreate(Sender: TObject); procedure FormDestroy(Sender: TObject); procedure btnExitClick(Sender: TObject); procedure FormShow(Sender: TObject); procedure btnConnectClick(Sender: TObject); procedure tvTablesClick(Sender: TObject); procedure FormClose(Sender: TObject; var Action: TCloseAction); private FConfig: TMemIniFile; FAppPath: string; procedure LoadDBTables; public { Public declarations } end; var FrmAutoEntity: TFrmAutoEntity; implementation {$R *.dfm} procedure ShowMsg(const AText: string; const ACaption: string = '提示'); begin Application.MessageBox(PWideChar(AText), PWideChar(ACaption), MB_ICONINFORMATION + MB_OK); end; function ShowConfirm(const AText: string; const ACaption: string = '确认'): Boolean; begin Result := Application.MessageBox(PWideChar(AText), PWideChar(ACaption), MB_ICONINFORMATION + MB_OKCANCEL) = IDOK; end; procedure TFrmAutoEntity.btnConnectClick(Sender: TObject); var lLinkStr: string; begin lLinkStr := PromptDataSource(Self.Handle, ConMain.ConnectionString); if ConMain.Connected then ConMain.Connected := False; ConMain.ConnectionString := lLinkStr; try ConMain.Connected := True; FConfig.WriteString('DBLink', 'ConStr', lLinkStr); FConfig.UpdateFile; LoadDBTables; except on E: Exception do begin ShowMessage('连接失败:' + E.Message); end; end; end; procedure TFrmAutoEntity.btnExitClick(Sender: TObject); begin Close; end; procedure TFrmAutoEntity.FormClose(Sender: TObject; var Action: TCloseAction); begin ConMain.Connected := False; end; procedure TFrmAutoEntity.FormCreate(Sender: TObject); begin FAppPath := ExtractFilePath(ParamStr(0)); Self.Width := 800; Self.Height := 600; Self.WindowState := wsMaximized; FConfig := TMemIniFile.Create(FAppPath + 'Config.ini'); end; procedure TFrmAutoEntity.FormDestroy(Sender: TObject); begin FConfig.Free; end; procedure TFrmAutoEntity.FormShow(Sender: TObject); var lConStr: string; begin lConStr := FConfig.ReadString('DBLink', 'ConStr', ''); if lConStr <> '' then begin ConMain.Connected := False; ConMain.ConnectionString := lConStr; try ConMain.Connected := True; LoadDBTables; except ShowMsg('数据库连接失败!'); end; end; end; procedure TFrmAutoEntity.LoadDBTables; var lDBNode: TTreeNode; lList: TStrings; I: Integer; begin if not ConMain.Connected then Exit; tvTables.Items.Clear; lDBNode := tvTables.Items.Add(nil, ConMain.DefaultDatabase); lList := TStringList.Create; try ConMain.GetTableNames(lList); for I := 0 to lList.Count - 1 do tvTables.Items.AddChild(lDBNode, UpperCase(lList[I])); tvTables.FullExpand; finally lList.Free; end; end; procedure TFrmAutoEntity.tvTablesClick(Sender: TObject); begin mmo1.Lines.Clear; if tvTables.Selected = nil then Exit; if tvTables.Selected.Level = 0 then Exit; end; end.
unit PascalCoin.RPC.Node; interface uses System.Generics.Collections, PascalCoin.Utils.Interfaces, PascalCoin.RPC.Interfaces, System.JSON; type TPascalCoinNodeStatus = class(TInterfacedObject, IPascalCoinNodeStatus) private FReady: Boolean; FReady_S: String; FStatus_S: String; FPort: Integer; FLocked: Boolean; FTimeStamp: Integer; FVersion: String; FNetProtocol: IPascalCoinNetProtocol; FBlocks: Integer; FNetStats: IPascalNetStats; FNdeServers: IPascalCoinList<IPascalCoinServer>; FSBH: String; FPOW: String; FOpenSSL: String; procedure LoadFromJSON(const Value: TJSONValue); protected function GetReady: Boolean; procedure SetReady(Const Value: Boolean); function GetReady_S: String; procedure SetReady_S(Const Value: String); function GetStatus_S: String; procedure SetStatus_S(Const Value: String); function GetPort: Integer; procedure SetPort(Const Value: Integer); function GetLocked: Boolean; procedure SetLocked(Const Value: Boolean); function GetTimeStamp: Integer; procedure SetTimeStamp(Const Value: Integer); function GetVersion: String; procedure SetVersion(Const Value: String); function GetNetProtocol: IPascalCoinNetProtocol; function GetBlocks: Integer; procedure SetBlocks(Const Value: Integer); function GetNetStats: IPascalNetStats; function GetNodeServers: IPascalCoinList<IPascalCoinServer>; function GetSBH: String; procedure SetSBH(const Value: String); function GetPOW: String; procedure SetPOW(const Value: String); function GetOpenSSL: String; procedure SetOpenSSL(const Value: String); function GetTimeStampAsDateTime: TDateTime; procedure SetTimeStampAsDateTime(const Value: TDateTime); public constructor Create(const AJSON: TJSONValue); end; TNetProtocol = class(TInterfacedObject, IPascalCoinNetProtocol) private FVer: Integer; FVer_A: Integer; protected function GetVer: Integer; procedure SetVer(const Value: Integer); function GetVer_A: Integer; procedure SetVer_A(const Value: Integer); public end; TPascalCoinNetStats = class(TInterfacedObject, IPascalNetStats) private FActive: Integer; FClients: Integer; FServers: Integer; FServers_t: Integer; FTotal: Integer; FTClients: Integer; FTServers: Integer; FBReceived: Integer; FBSend: Integer; protected function GetActive: Integer; procedure SetActive(const Value: Integer); function GetClients: Integer; procedure SetClients(const Value: Integer); function GetServers: Integer; procedure SetServers(const Value: Integer); function GetServers_t: Integer; procedure SetServers_t(const Value: Integer); function GetTotal: Integer; procedure SetTotal(const Value: Integer); function GetTClients: Integer; procedure SetTClients(const Value: Integer); function GetTServers: Integer; procedure SetTServers(const Value: Integer); function GetBReceived: Integer; procedure SetBReceived(const Value: Integer); function GetBSend: Integer; procedure SetBSend(const Value: Integer); public end; TPascalCoinServer = class(TInterfacedObject, IPascalCoinServer) private FIP: String; FPort: Integer; FLastCon: Integer; FAttempts: Integer; protected function GetIP: String; procedure SetIP(const Value: String); function GetPort: Integer; procedure SetPort(const Value: Integer); function GetLastCon: Integer; procedure SetLastCon(const Value: Integer); function GetAttempts: Integer; procedure SetAttempts(const Value: Integer); function GetLastConAsDateTime: TDateTime; procedure SetLastConAsDateTime(const Value: TDateTime); public end; implementation uses System.DateUtils, Rest.JSON, PascalCoin.Utils.Classes; { TPascalCoinNodeStatus } constructor TPascalCoinNodeStatus.Create(const AJSON: TJSONValue); begin inherited Create; FNdeServers := TPascalCoinList<IPascalCoinServer>.Create; if AJSON <> nil then LoadFromJSON(AJSON); end; function TPascalCoinNodeStatus.GetBlocks: Integer; begin result := FBlocks; end; function TPascalCoinNodeStatus.GetLocked: Boolean; begin result := FLocked; end; function TPascalCoinNodeStatus.GetNodeServers : IPascalCoinList<IPascalCoinServer>; begin result := FNdeServers; end; function TPascalCoinNodeStatus.GetNetProtocol: IPascalCoinNetProtocol; begin if FNetProtocol = nil then FNetProtocol := TNetProtocol.Create; result := FNetProtocol; end; function TPascalCoinNodeStatus.GetNetStats: IPascalNetStats; begin result := FNetStats; end; function TPascalCoinNodeStatus.GetOpenSSL: String; begin result := FOpenSSL; end; function TPascalCoinNodeStatus.GetPort: Integer; begin result := FPort; end; function TPascalCoinNodeStatus.GetPOW: String; begin result := FPOW; end; function TPascalCoinNodeStatus.GetReady: Boolean; begin result := FReady; end; function TPascalCoinNodeStatus.GetReady_S: String; begin result := FReady_S; end; function TPascalCoinNodeStatus.GetSBH: String; begin result := FSBH; end; function TPascalCoinNodeStatus.GetStatus_S: String; begin result := FStatus_S; end; function TPascalCoinNodeStatus.GetTimeStamp: Integer; begin result := FTimeStamp; end; function TPascalCoinNodeStatus.GetTimeStampAsDateTime: TDateTime; begin result := UnixToDateTime(FTimeStamp); end; function TPascalCoinNodeStatus.GetVersion: String; begin result := FVersion; end; procedure TPascalCoinNodeStatus.LoadFromJSON(const Value: TJSONValue); var lObj, sObj: TJSONObject; lArr: TJSONArray; lJV: TJSONValue; lServer: IPascalCoinServer; begin lObj := (Value as TJSONObject); TJSON.JSONToObject(Self, lObj); sObj := lObj.GetValue('netprotocol') as TJSONObject; FNetProtocol := TJSON.JSONToObject<TNetProtocol>(sObj); sObj := lObj.GetValue('netstats') as TJSONObject; FNetStats := TJSON.JSONToObject<TPascalCoinNetStats>(sObj); lArr := lObj.GetValue('nodeservers') as TJSONArray; if Assigned(lArr) and (lArr.Count > 0) then begin for lJV in lArr do begin lServer := TJSON.JSONToObject<TPascalCoinServer>(lJV as TJSONObject); FNdeServers.Add(lServer) end; end; end; procedure TPascalCoinNodeStatus.SetBlocks(const Value: Integer); begin FBlocks := Value; end; procedure TPascalCoinNodeStatus.SetLocked(const Value: Boolean); begin FLocked := Value; end; procedure TPascalCoinNodeStatus.SetOpenSSL(const Value: String); begin FOpenSSL := Value; end; procedure TPascalCoinNodeStatus.SetPort(const Value: Integer); begin FPort := Value; end; procedure TPascalCoinNodeStatus.SetPOW(const Value: String); begin FPOW := Value; end; procedure TPascalCoinNodeStatus.SetReady(const Value: Boolean); begin FReady := Value; end; procedure TPascalCoinNodeStatus.SetReady_S(const Value: String); begin FReady_S := Value; end; procedure TPascalCoinNodeStatus.SetSBH(const Value: String); begin FSBH := Value; end; procedure TPascalCoinNodeStatus.SetStatus_S(const Value: String); begin FStatus_S := Value; end; procedure TPascalCoinNodeStatus.SetTimeStamp(const Value: Integer); begin FTimeStamp := Value; end; procedure TPascalCoinNodeStatus.SetTimeStampAsDateTime(const Value: TDateTime); begin FTimeStamp := DateTimeToUnix(Value); end; procedure TPascalCoinNodeStatus.SetVersion(const Value: String); begin FVersion := Value; end; { TNetProtocol } function TNetProtocol.GetVer: Integer; begin result := FVer; end; function TNetProtocol.GetVer_A: Integer; begin result := FVer_A; end; procedure TNetProtocol.SetVer(const Value: Integer); begin FVer := Value; end; procedure TNetProtocol.SetVer_A(const Value: Integer); begin FVer_A := Value; end; { TPascalCoinServer } function TPascalCoinServer.GetAttempts: Integer; begin result := FAttempts; end; function TPascalCoinServer.GetIP: String; begin result := FIP; end; function TPascalCoinServer.GetLastCon: Integer; begin result := FLastCon; end; function TPascalCoinServer.GetLastConAsDateTime: TDateTime; begin result := UnixToDateTime(FLastCon); end; function TPascalCoinServer.GetPort: Integer; begin result := FPort; end; procedure TPascalCoinServer.SetAttempts(const Value: Integer); begin FAttempts := Value; end; procedure TPascalCoinServer.SetIP(const Value: String); begin FIP := Value; end; procedure TPascalCoinServer.SetLastCon(const Value: Integer); begin FLastCon := Value; end; procedure TPascalCoinServer.SetLastConAsDateTime(const Value: TDateTime); begin FLastCon := DateTimeToUnix(Value); end; procedure TPascalCoinServer.SetPort(const Value: Integer); begin FPort := Value; end; { TPascalCoinNetStats } function TPascalCoinNetStats.GetActive: Integer; begin result := FActive; end; function TPascalCoinNetStats.GetBReceived: Integer; begin result := FBReceived; end; function TPascalCoinNetStats.GetBSend: Integer; begin result := FBSend; end; function TPascalCoinNetStats.GetClients: Integer; begin result := FClients; end; function TPascalCoinNetStats.GetServers: Integer; begin result := FServers; end; function TPascalCoinNetStats.GetServers_t: Integer; begin result := FServers_t; end; function TPascalCoinNetStats.GetTClients: Integer; begin result := FTClients; end; function TPascalCoinNetStats.GetTotal: Integer; begin result := FTotal; end; function TPascalCoinNetStats.GetTServers: Integer; begin result := FTServers; end; procedure TPascalCoinNetStats.SetActive(const Value: Integer); begin FActive := Value; end; procedure TPascalCoinNetStats.SetBReceived(const Value: Integer); begin FBReceived := Value; end; procedure TPascalCoinNetStats.SetBSend(const Value: Integer); begin FBSend := Value; end; procedure TPascalCoinNetStats.SetClients(const Value: Integer); begin FClients := Value; end; procedure TPascalCoinNetStats.SetServers(const Value: Integer); begin FServers := Value; end; procedure TPascalCoinNetStats.SetServers_t(const Value: Integer); begin FServers_t := Value; end; procedure TPascalCoinNetStats.SetTClients(const Value: Integer); begin FTClients := Value; end; procedure TPascalCoinNetStats.SetTotal(const Value: Integer); begin FTotal := Value; end; procedure TPascalCoinNetStats.SetTServers(const Value: Integer); begin FTServers := Value; end; end.
{*******************************************************} { } { Delphi Visual Component Library } { } { Copyright(c) 1995-2018 Embarcadero Technologies, Inc. } { All rights reserved } { } {*******************************************************} unit MaskText; interface uses Windows, Classes, Graphics, Forms, Controls, StdCtrls, Buttons, DesignIntf, DesignEditors, Mask; type { TMaskTextProperty Property editor for the Caption and Text properties. Removes auto-update feature of normal text property to allow validation. } TMaskTextProperty = class(TStringProperty) public function GetAttributes: TPropertyAttributes; override; procedure Edit; override; end; type TMaskTextForm = class(TForm) Label3: TLabel; TestEdit: TMaskEdit; Label1: TLabel; EditMask: TLabel; OKButton: TButton; CancelButton: TButton; HelpButton: TButton; procedure FormCreate(Sender: TObject); procedure HelpButtonClick(Sender: TObject); private { Private declarations } public { Public declarations } end; var MaskTextForm: TMaskTextForm; function EditMaskText(const Mask: string; var MaskText: string): Boolean; implementation uses SysUtils, LibHelp; {$R *.dfm} function EditMaskText(const Mask: string; var MaskText: string): Boolean; var Frm : TMaskTextForm; begin Frm := TMaskTextForm.Create(Application); try Frm.TestEdit.EditMask := Mask; Frm.TestEdit.Text := MaskText; Frm.TestEdit.SelectAll; if Mask <> '' then Frm.EditMask.Caption := Mask; Result := Frm.ShowModal = mrOk; if Result then MaskText := Frm.TestEdit.Text; finally Frm.Free; end; end; { TMaskTextForm } procedure TMaskTextForm.FormCreate(Sender: TObject); begin HelpContext := hcDMaskedTextEditor; end; procedure TMaskTextForm.HelpButtonClick(Sender: TObject); begin Application.HelpContext(HelpContext); end; { TMaskTextProperty } function TMaskTextProperty.GetAttributes: TPropertyAttributes; begin Result := [paDialog]; end; procedure TMaskTextProperty.Edit; var Ed: TMaskEdit; Text: string; begin Ed := TMaskEdit(GetComponent(0)); Text := Ed.Text; if EditMaskText(Ed.EditMask, Text) and (Text <> Ed.Text) then begin Ed.Text := Text; Modified; end; end; end.
unit ccdatasetutils; { Dataset Utils - Delphi / Lazarus Helper ------------------------------------ Author : Tigor M Manurung Email : tigor@tigorworks.com Helper for TDataset :) } interface uses classes,sysutils,db; type {$IFNDEF fpc} TDatasetLoopProc = reference to procedure(); TDatasetLoopProcField = reference to procedure(AField: TFields); {$ENDIF} TCCDatasetHelper = class helper for TDataSet function ToJson: string; procedure SaveToCSV(const AFilename: string); function NotEof: Boolean; {$IFNDEF fpc} procedure WhileNotEof(OnLoop: TDatasetLoopProc ; MoveFirst: boolean = false);overload; procedure WhileNotEof(OnLoop: TDatasetLoopProcField ; MoveFirst: boolean = false);overload; {$ENDIF} end; implementation { TCCDatasetHelper } procedure TCCDatasetHelper.SaveToCSV(const AFilename: string); var c: integer; header,row: string; rows: TStringList; begin First; rows := TStringList.Create; try for c := 0 to Fields.Count - 1 do header := header + Fields[c].FieldName + ','; System.Delete(header,Length(header),1); rows.Add(header); while not Eof do begin row := ''; for c := 0 to Fields.Count - 1 do begin case Fields[c].DataType of ftDate: row := row + '"' + FormatDateTime('yyyy-mm-dd',Fields[c].AsDateTime) + '",'; ftDateTime: row := row + '"' + FormatDateTime('yyyy-mm-dd hh:mm:ss',Fields[c].AsDateTime) + '",'; else row := row + '"' + Fields[c].AsString + '",'; end; end; System.Delete(row,Length(row),1); rows.Add(row); Next; end; finally if Trim(rows.Text) <> '' then rows.SaveToFile(AFilename); FreeAndNil(rows); end; end; function TCCDatasetHelper.ToJson: string; var c: integer; jsonarray,jsonobject,_temp,row,rows: string; begin jsonarray := '[%s]'; jsonobject := '"%s":%s'; First; rows := ''; while not Eof do begin row := ''; for c := 0 to Fields.Count - 1 do begin case Fields[c].DataType of ftLargeint,ftInteger,ftSmallint,ftWord: _temp := Format(jsonobject,[Fields[c].FieldName,Fields[c].AsString]); ftBoolean: begin if Fields[c].AsBoolean then _temp := Format(jsonobject,[Fields[c].FieldName,Fields[c],'true']) else _temp := Format(jsonobject,[Fields[c].FieldName,Fields[c],'false']) end; ftDate: _temp := Format(jsonobject,[Fields[c].FieldName,'"' + FormatDateTime('yyyy-mm-dd',Fields[c].AsDateTime) + '"']); ftDateTime: _temp := Format(jsonobject,[Fields[c].FieldName,'"' + FormatDateTime('yyyy-mm-dd hh:mm:ss',Fields[c].AsDateTime) + '"']); else _temp := Format(jsonobject,[Fields[c].FieldName,format('"%s"',[Fields[c].AsString])]) end; row := row + _temp + ','; end; System.Delete(row,Length(row),1); rows := Format('%s{%s},',[rows,row]); Next; end; System.Delete(rows,Length(rows),1); rows := Format(jsonarray,[rows]); result := rows; end; procedure TCCDatasetHelper.WhileNotEof(OnLoop: TDatasetLoopProcField ; MoveFirst: boolean = false); var bkCurrent: TBookmark; begin bkCurrent := Bookmark; if MoveFirst then First; while NotEof do begin OnLoop(Fields); Next; end; self.Bookmark := bkCurrent end; procedure TCCDatasetHelper.WhileNotEof(OnLoop: TDatasetLoopProc ; MoveFirst: boolean = false); var bkCurrent: TBookmark; begin bkCurrent := Bookmark; if MoveFirst then First; while NotEof do begin OnLoop(); Next; end; self.Bookmark := bkCurrent end; function TCCDatasetHelper.NotEof: Boolean; begin Result := not Eof; end; end. //love u my little angle caca :) :*
unit FlowTestForm; interface // running this program raises an exception by design uses System.SysUtils, System.Types, System.UITypes, System.Classes, System.Variants, FMX.Types, FMX.Controls, FMX.Forms, FMX.Graphics, FMX.Dialogs, FMX.StdCtrls, FMX.Layouts, FMX.Memo, FMX.Controls.Presentation, FMX.ScrollBox; type TForm1 = class(TForm) Memo1: TMemo; Button1: TButton; Button2: TButton; Button3: TButton; procedure Button1Click(Sender: TObject); procedure Button2Click(Sender: TObject); procedure Button3Click(Sender: TObject); private { Private declarations } public procedure Show (const msg: string); end; var Form1: TForm1; implementation {$R *.fmx} procedure TForm1.Button1Click(Sender: TObject); var S: string; I: Integer; Found: Boolean; begin S := 'Hello World'; Found := False; for I := Low (S) to High (S) do if (S[I]) = 'o' then Found := True; Show ('Found : ' + BoolToStr (Found, True)); end; procedure TForm1.Button2Click(Sender: TObject); var S: string; I: Integer; Found: Boolean; begin S := 'Hello World'; Found := False; I := Low (S); while not Found and (I <= High(S)) do begin if (S[I]) = 'o' then Found := True; Inc (I); end; Show ('Found : ' + BoolToStr (Found, True)); end; procedure TForm1.Button3Click(Sender: TObject); var S: string; I: Integer; Found: Boolean; begin S := 'Hello World'; Found := False; for I := Low (S) to High (S) do if (S[I]) = 'o' then begin Found := True; Break; // jumps out of the for loop end; Show ('Found : ' + BoolToStr (Found, True)); end; procedure TForm1.Show(const Msg: string); begin Memo1.Lines.Add(Msg); end; end.
unit IdComponent; interface uses Classes, IdAntiFreezeBase, IdBaseComponent, IdGlobal, IdStack, IdResourceStrings, SysUtils; type TIdStatus = (hsResolving, hsConnecting, hsConnected, hsDisconnecting, hsDisconnected, hsText); const IdStati: array[TIdStatus] of string = ( RSStatusResolving, RSStatusConnecting, RSStatusConnected, RSStatusDisconnecting, RSStatusDisconnected, RSStatusText); type TIdStatusEvent = procedure(axSender: TObject; const axStatus: TIdStatus; const asStatusText: string) of object; TWorkMode = (wmRead, wmWrite); TWorkInfo = record Current: Integer; Max: Integer; Level: Integer; end; TWorkBeginEvent = procedure(Sender: TObject; AWorkMode: TWorkMode; const AWorkCountMax: Integer) of object; TWorkEndEvent = procedure(Sender: TObject; AWorkMode: TWorkMode) of object; TWorkEvent = procedure(Sender: TObject; AWorkMode: TWorkMode; const AWorkCount: Integer) of object; TIdComponent = class(TIdBaseComponent) protected FOnStatus: TIdStatusEvent; FOnWork: TWorkEvent; FOnWorkBegin: TWorkBeginEvent; FOnWorkEnd: TWorkEndEvent; FWorkInfos: array[TWorkMode] of TWorkInfo; procedure DoStatus(axStatus: TIdStatus); overload; procedure DoStatus(axStatus: TIdStatus; const aaArgs: array of const); overload; function GetLocalName: string; property OnWork: TWorkEvent read FOnWork write FOnWork; property OnWorkBegin: TWorkBeginEvent read FOnWorkBegin write FOnWorkBegin; property OnWorkEnd: TWorkEndEvent read FOnWorkEnd write FOnWorkEnd; public procedure BeginWork(AWorkMode: TWorkMode; const ASize: Integer = 0); virtual; constructor Create(axOwner: TComponent); override; destructor Destroy; override; procedure DoWork(AWorkMode: TWorkMode; const ACount: Integer); virtual; procedure EndWork(AWorkMode: TWorkMode); virtual; property LocalName: string read GetLocalName; published property OnStatus: TIdStatusEvent read FOnStatus write FOnStatus; end; implementation var gnInstanceCount: Integer = 0; constructor TIdComponent.Create(axOwner: TComponent); begin inherited; if GStack = nil then begin GStack := TIdStack.CreateStack; end; Inc(gnInstanceCount); end; destructor TIdComponent.Destroy; begin Dec(gnInstanceCount); if gnInstanceCount = 0 then begin GStack.free; GStack := nil; end; inherited; end; procedure TIdComponent.DoStatus(axStatus: TIdStatus); begin DoStatus(axStatus, []); end; procedure TIdComponent.DoStatus(axStatus: TIdStatus; const aaArgs: array of const); begin if assigned(OnStatus) then begin OnStatus(Self, axStatus, Format(IdStati[axStatus], aaArgs)); end; end; function TIdComponent.GetLocalName: string; begin result := GStack.WSGetHostName; end; procedure TIdComponent.BeginWork(AWorkMode: TWorkMode; const ASize: Integer = 0); begin Inc(FWorkInfos[AWorkMode].Level); if FWorkInfos[AWorkMode].Level = 1 then begin FWorkInfos[AWorkMode].Max := ASize; FWorkInfos[AWorkMode].Current := 0; if assigned(OnWorkBegin) then begin OnWorkBegin(Self, AWorkMode, ASize); end; end; end; procedure TIdComponent.DoWork(AWorkMode: TWorkMode; const ACount: Integer); begin if FWorkInfos[AWorkMode].Level > 0 then begin Inc(FWorkInfos[AWorkMode].Current, ACount); if assigned(OnWork) then begin OnWork(Self, AWorkMode, FWorkInfos[AWorkMode].Current); end; end; end; procedure TIdComponent.EndWork(AWorkMode: TWorkMode); begin if FWorkInfos[AWorkMode].Level = 1 then begin if assigned(OnWorkEnd) then begin OnWorkEnd(Self, AWorkMode); end; end; Dec(FWorkInfos[AWorkMode].Level); end; end.
unit LoanAssessmentDetail; interface uses Winapi.Windows, Winapi.Messages, System.SysUtils, System.Variants, System.Classes, Vcl.Graphics, Vcl.Controls, Vcl.Forms, Vcl.Dialogs, BasePopupDetail, Data.DB, Vcl.Grids, Vcl.DBGrids, RzDBGrid, RzDBEdit, Vcl.StdCtrls, Vcl.Mask, RzEdit, RzButton, RzTabs, RzLabel, Vcl.Imaging.pngimage, Vcl.ExtCtrls, RzPanel, RzGrids, FinInfo, MonthlyExpense, Vcl.DBCtrls, RzDBCmbo; type TfrmLoanAssessmentDetail = class(TfrmBasePopupDetail) dteDateAssessed: TRzDBDateTimeEdit; edRecAmount: TRzDBNumericEdit; pcAssessment: TRzPageControl; tsFinInfo: TRzTabSheet; tsMonExp: TRzTabSheet; grFinInfo: TRzStringGrid; grMonExp: TRzStringGrid; urlAppliedAmount: TRzURLLabel; mmRemarks: TRzDBMemo; pnlAdd: TRzPanel; btnAdd: TRzShapeButton; pnlRemoveComaker: TRzPanel; btnRemove: TRzShapeButton; RzDBMemo1: TRzDBMemo; RzDBMemo2: TRzDBMemo; RzDBMemo3: TRzDBMemo; RzDBMemo4: TRzDBMemo; RzDBMemo5: TRzDBMemo; dbluRecommendation: TRzDBLookupComboBox; Label1: TLabel; Label2: TLabel; Label3: TLabel; Label4: TLabel; Label5: TLabel; Label6: TLabel; Label7: TLabel; Label8: TLabel; Label9: TLabel; Label10: TLabel; procedure FormShow(Sender: TObject); procedure grFinInfoDblClick(Sender: TObject); procedure grMonExpDblClick(Sender: TObject); procedure urlAppliedAmountClick(Sender: TObject); procedure btnAddClick(Sender: TObject); procedure btnRemoveClick(Sender: TObject); procedure FormCreate(Sender: TObject); procedure dbluRecommendationClick(Sender: TObject); private { Private declarations } procedure AddFinancialInfo; procedure AddMonthlyExpense; procedure PopulateFinInfo; procedure PopulateMonthlyExpense; procedure AddRow(fin: TFinInfo); procedure AddRowExp(exp: TMonthlyExpense); procedure ModifyRemoveExp(const remove: boolean = false); procedure ModifyRemove(const remove: boolean = false); procedure ClearRow(grid: TRzStringGrid; const row: integer); public { Public declarations } protected procedure Save; override; procedure Cancel; override; procedure BindToObject; override; function ValidEntry: boolean; override; end; var frmLoanAssessmentDetail: TfrmLoanAssessmentDetail; implementation {$R *.dfm} uses FinInfoDetail, MonthlyExpenseDetail, Loan, LoanData, DecisionBox, FormsUtil, IFinanceDialogs, LoansAuxData, Assessment; procedure TfrmLoanAssessmentDetail.ClearRow(grid: TRzStringGrid; const row: Integer); var rw, cl: integer; begin // move up all rows for rw := row + 1 to grid.RowCount - 1 do begin for cl := 0 to grid.ColCount - 1 do grid.Cells[cl,rw-1] := grid.Cells[cl,rw]; if Assigned(grid.Objects[0,rw]) then grid.Objects[0,rw-1] := grid.Objects[0,rw]; end; // decrease row count grid.RowCount := grid.RowCount - 1; end; procedure TfrmLoanAssessmentDetail.dbluRecommendationClick(Sender: TObject); begin inherited; urlAppliedAmount.Enabled := ln.Assessment.Recommendation = rcApprove; edRecAmount.Enabled := ln.Assessment.Recommendation = rcApprove; if ln.Assessment.Recommendation = rcReject then edRecAmount.Clear; end; procedure TfrmLoanAssessmentDetail.ModifyRemove(const remove: boolean); const CONF = 'Are you sure you want to remove the selected financial information?'; var r: integer; compId: string; begin inherited; with dmLoan.dstFinInfo, grFinInfo do begin if not Assigned(Objects[0,Row]) then Exit; r := Row; compId := (Objects[0,r] as TFinInfo).CompanyId; // locate the record in the dataset Locate('comp_id',compId,[]); end; if not remove then begin with TfrmFinInfoDetail.Create(self) do begin ShowModal; // update row if ModalResult = mrOk then begin grFinInfo.Cells[0,r] := ln.FinancialInfo[r-1].CompanyName; grFinInfo.Cells[1,r] := ln.FinancialInfo[r-1].Monthly; grFinInfo.Cells[2,r] := ln.FinancialInfo[r-1].Balance; grFinInfo.Objects[0,r] := ln.FinancialInfo[r-1]; end; Free; end; end else begin with TfrmDecisionBox.Create(nil,CONF) do begin try ShowModal; if ModalResult = mrYes then begin ln.RemoveFinancialInfo(compId); ClearRow(grFinInfo,r); end; Free; except on e: Exception do ShowErrorBox(e.Message); end; end; end; end; procedure TfrmLoanAssessmentDetail.ModifyRemoveExp(const remove: boolean); const CONF = 'Are you sure you want to remove the selected expense?'; var r: integer; expType: string; begin inherited; with dmLoan.dstMonExp, grMonExp do begin if not Assigned(Objects[0,Row]) then Exit; r := Row; expType := (Objects[0,Row] as TMonthlyExpense).ExpenseType; Locate('exp_type',expType,[]); end; if not remove then begin with TfrmMonthlyExpDetail.Create(self) do begin ShowModal; // update row if ModalResult = mrOk then begin grMonExp.Cells[0,r] := ln.MonthlyExpense[r-1].ExpenseName; grMonExp.Cells[1,r] := ln.MonthlyExpense[r-1].ExpenseAmount; grMonExp.Objects[0,r] := ln.MonthlyExpense[r-1]; end; Free; end; end else begin with TfrmDecisionBox.Create(nil,CONF) do begin try ShowModal; if ModalResult = mrYes then begin ln.RemoveMonthlyExpense(expType); ClearRow(grMonExp,r); end; Free; except on e: Exception do ShowErrorBox(e.Message); end; end; end; end; procedure TfrmLoanAssessmentDetail.AddRow(fin: TFinInfo); var r: integer; begin with grFinInfo do begin RowCount := RowCount + 1; r := RowCount - 2; Cells[0,r] := fin.CompanyName; Cells[1,r] := fin.Monthly; Cells[2,r] := fin.Balance; Objects[0,r] := fin; end; end; procedure TfrmLoanAssessmentDetail.AddRowExp(exp: TMonthlyExpense); var r: integer; begin with grMonExp do begin RowCount := RowCount + 1; r := RowCount - 2; Cells[0,r] := exp.ExpenseName; Cells[1,r] := exp.ExpenseAmount; Objects[0,r] := exp; end; end; procedure TfrmLoanAssessmentDetail.BindToObject; begin inherited; end; procedure TfrmLoanAssessmentDetail.PopulateFinInfo; var i, cnt: integer; begin with grFinInfo do begin RowCount := RowCount + 1; FixedRows := 1; // headers Cells[0,0] := 'Company'; Cells[1,0] := 'Monthly'; Cells[2,0] := 'Balance'; // widths ColWidths[0] := 150; ColWidths[1] := 70; ColWidths[2] := 70; cnt := ln.FinancialInfoCount; for i := 0 to cnt - 1 do AddRow(ln.FinancialInfo[i]); end; end; procedure TfrmLoanAssessmentDetail.PopulateMonthlyExpense; var i, cnt: integer; begin with grMonExp do begin RowCount := RowCount + 1; FixedRows := 1; // headers Cells[0,0] := 'Expense'; Cells[1,0] := 'Amount'; // widths ColWidths[0] := 125; ColWidths[1] := 70; cnt := ln.MonthlyExpenseCount; for i := 0 to cnt - 1 do AddRowExp(ln.MonthlyExpense[i]); end; end; procedure TfrmLoanAssessmentDetail.btnAddClick(Sender: TObject); begin inherited; if pcAssessment.ActivePage = tsFinInfo then AddFinancialInfo else AddMonthlyExpense; end; procedure TfrmLoanAssessmentDetail.btnRemoveClick(Sender: TObject); begin inherited; if pcAssessment.ActivePage = tsFinInfo then ModifyRemove(true) else ModifyRemoveExp(true); end; procedure TfrmLoanAssessmentDetail.grFinInfoDblClick(Sender: TObject); begin ModifyRemove; end; procedure TfrmLoanAssessmentDetail.grMonExpDblClick(Sender: TObject); begin ModifyRemoveExp; end; procedure TfrmLoanAssessmentDetail.AddFinancialInfo; begin with TfrmFinInfoDetail.Create(nil) do begin try ln.AppendFinancialInfo; ShowModal; if ModalResult = mrOk then AddRow(ln.FinancialInfo[ln.FinancialInfoCount - 1]); Free; except on e: Exception do ShowErrorBox(e.Message); end; end; end; procedure TfrmLoanAssessmentDetail.AddMonthlyExpense; begin with TfrmMonthlyExpDetail.Create(nil) do begin try ln.AppendMonthlyExpense; ShowModal; if ModalResult = mrOk then AddRowExp(ln.MonthlyExpense[ln.MonthlyExpenseCount - 1]); Free; except on e: Exception do ShowErrorBox(e.Message); end; end; end; procedure TfrmLoanAssessmentDetail.Save; begin ln.Save; end; procedure TfrmLoanAssessmentDetail.urlAppliedAmountClick(Sender: TObject); begin inherited; if ((ln.Action = laAssessing) or (ln.IsPending)) and (ln.Assessment.Recommendation = rcApprove) then edRecAmount.Value := ln.AppliedAmount; end; procedure TfrmLoanAssessmentDetail.Cancel; begin ln.Cancel; end; procedure TfrmLoanAssessmentDetail.FormCreate(Sender: TObject); begin inherited; OpenDropdownDataSources(tsDetail); end; procedure TfrmLoanAssessmentDetail.FormShow(Sender: TObject); begin inherited; PopulateFinInfo; PopulateMonthlyExpense; ExtendLastColumn(grFinInfo); ExtendLastColumn(grMonExp); // applied amount urlAppliedAmount.Caption := FormatCurr('###,##0.00',ln.AppliedAmount); end; function TfrmLoanAssessmentDetail.ValidEntry: boolean; var error: string; begin if dteDateAssessed.Text = '' then error := 'Please enter date assessed.' else if dbluRecommendation.Text = '' then error := 'Please select a recommendation.' else if (ln.Assessment.Recommendation = rcApprove) and (edRecAmount.Value <= 0) then error := 'Invalid value for recommended amount.' else if edRecAmount.Value > ln.LoanClass.MaxLoan then error := 'Recommended amount exceeds the maximum loanable amount for the selected loan class.'; Result := error = ''; if not Result then ShowErrorBox(error); end; end.
unit uFaixaInteger; interface type TFaixaInteger = record fiDe, fiAte : Integer; end; TArrayFaixaInteger = Array of TFaixaInteger; function ArrayFaixaIntegerToString(A: TArrayFaixaInteger): String; procedure ArrayFaixaIntegerFromString(var A: TArrayFaixaInteger; S: String); function IntegerDentroFaixa(A: TArrayFaixaInteger; V: Integer): Boolean; implementation uses sysutils; function IntegerDentroFaixa(A: TArrayFaixaInteger; V: Integer): Boolean; var I : Integer; begin for I := 0 to High(A) do with A[I] do if (V>=fiDe) and (V<=fiAte) then begin Result := True; Exit; end; Result := False; end; function ArrayFaixaIntegerToString(A: TArrayFaixaInteger): String; var i: integer; begin Result := ''; for I := 0 to High(A) do with A[i] do begin if I>0 then Result := Result+','; Result := Result + IntToStr(fiDe); if fiAte<>fiDe then Result := Result + '-' + IntToStr(fiAte); end; end; procedure ArrayFaixaIntegerFromString(var A: TArrayFaixaInteger; S: String); var Prox: String; I, F, T: Integer; function Proximo: String; var P: Integer; begin P := Pos(',', S); if P>0 then begin Result := Copy(S, 1, P-1); Delete(S, 1, P); end else begin Result := S; S := ''; end; Result := Trim(Result); end; function CalcIF(Str: String): Boolean; var P: Integer; begin Result := False; F := 0; I := 0; P := Pos('-', Str); if P>0 then begin if not TryStrToInt(Trim(Copy(Str, 1, P-1)), I) then Exit; if not TryStrToInt(Trim(Copy(Str, P+1, 100)), F) then Exit; end else begin if not TryStrToInt(Trim(Str), I) then Exit; F := I; end; Result := True; end; begin SetLength(A, 0); T := 0; repeat Prox := Proximo; if (prox>'') and CalcIF(Prox) then begin SetLength(A, T+1); A[T].fiDe := I; A[T].fiAte := I; Inc(T); end; until S=''; end; end.