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quantopian/zipline | zipline/pipeline/classifiers/classifier.py | Classifier.startswith | def startswith(self, prefix):
"""
Construct a Filter matching values starting with ``prefix``.
Parameters
----------
prefix : str
String prefix against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string starting with ``prefix``.
"""
return ArrayPredicate(
term=self,
op=LabelArray.startswith,
opargs=(prefix,),
) | python | def startswith(self, prefix):
"""
Construct a Filter matching values starting with ``prefix``.
Parameters
----------
prefix : str
String prefix against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string starting with ``prefix``.
"""
return ArrayPredicate(
term=self,
op=LabelArray.startswith,
opargs=(prefix,),
) | [
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String prefix against which to compare values produced by ``self``.
Returns
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Filter returning True for all sid/date pairs for which ``self``
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L150-L169 | train | Construct a Filter matching values starting with prefix against self. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1111 + 0o44) + chr(718 - 665) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(244 - 196) + chr(0b10011 + 0o134) + chr(49) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\061' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x30', 0o10), ehT0Px3KOsy9(chr(1299 - 1251) + '\x6f' + chr(2033 - 1983) + chr(0b110000) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1316 - 1266) + chr(48) + '\061', 30606 - 30598), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(896 - 845) + '\067', 54956 - 54948), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(51) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(0b100100 + 0o16) + '\065' + chr(0b101011 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\065' + '\x36', 55610 - 55602), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + '\063' + chr(728 - 677) + '\x33', 60009 - 60001), ehT0Px3KOsy9('\x30' + chr(4596 - 4485) + chr(0b110001) + chr(1619 - 1567) + chr(50), 0b1000), ehT0Px3KOsy9(chr(2069 - 2021) + chr(0b1101111) + '\x34' + chr(0b10000 + 0o42), 0o10), ehT0Px3KOsy9(chr(492 - 444) + chr(111) + chr(2099 - 2050) + chr(48) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1000100 + 0o53) + chr(0b11011 + 0o30) + chr(53) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7081 - 6970) + '\x35' + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b10001 + 0o45) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\062', 57451 - 57443), ehT0Px3KOsy9(chr(48) + chr(1597 - 1486) + chr(0b10101 + 0o34) + chr(1095 - 1047) + chr(55), 47693 - 47685), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(51) + chr(0b110010 + 0o5), 0o10), ehT0Px3KOsy9(chr(48) + chr(10719 - 10608) + '\063' + chr(0b10010 + 0o37) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(8364 - 8253) + '\x31' + chr(0b110100) + chr(0b100101 + 0o13), 0o10), ehT0Px3KOsy9(chr(1330 - 1282) + '\x6f' + chr(0b110011) + chr(0b110111) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(0b110 + 0o60) + '\x34', 43371 - 43363), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(51) + chr(2878 - 2823) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(1603 - 1553) + '\065' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(7968 - 7857) + chr(823 - 770) + '\061', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + '\x32' + '\x31' + chr(0b110011 + 0o1), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110100) + chr(51), 34177 - 34169), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(0b110001) + '\x36' + chr(0b110 + 0o57), 33988 - 33980), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(0b1 + 0o60) + '\067' + '\061', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(2237 - 2186) + chr(54) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + '\x33' + chr(54) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\067' + '\x31', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1111 + 0o42) + chr(48) + chr(0b100010 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(53) + chr(1647 - 1592), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b111 + 0o57), 7318 - 7310), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\063' + chr(0b11000 + 0o33), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(1466 - 1413) + chr(1629 - 1580), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100110 + 0o15) + '\x30' + chr(54), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1299 - 1251) + '\157' + chr(1601 - 1548) + chr(0b11101 + 0o23), 53212 - 53204)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(117) + chr(5881 - 5765) + chr(9510 - 9408) + chr(45) + chr(832 - 776)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qjBMbsJB6dpQ(oVre8I6UXc3b, K1Ha0XjJTAE7):
return Y0jCVmAVZYdM(term=oVre8I6UXc3b, op=xafqLlk3kkUe(xHaqLS1eUVFC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c~\xa8b\xf6\xf2h\xf0\xdb\xc6'), chr(566 - 466) + '\x65' + '\143' + chr(0b110101 + 0o72) + chr(0b1011110 + 0o6) + '\145')('\165' + chr(0b1110100) + chr(0b11111 + 0o107) + chr(0b101101) + chr(848 - 792))), opargs=(K1Ha0XjJTAE7,)) |
quantopian/zipline | zipline/pipeline/classifiers/classifier.py | Classifier.endswith | def endswith(self, suffix):
"""
Construct a Filter matching values ending with ``suffix``.
Parameters
----------
suffix : str
String suffix against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string ending with ``prefix``.
"""
return ArrayPredicate(
term=self,
op=LabelArray.endswith,
opargs=(suffix,),
) | python | def endswith(self, suffix):
"""
Construct a Filter matching values ending with ``suffix``.
Parameters
----------
suffix : str
String suffix against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string ending with ``prefix``.
"""
return ArrayPredicate(
term=self,
op=LabelArray.endswith,
opargs=(suffix,),
) | [
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String suffix against which to compare values produced by ``self``.
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Filter returning True for all sid/date pairs for which ``self``
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L173-L192 | train | Construct a Filter matching values ending with suffix against self. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b10010 + 0o40) + chr(495 - 444) + chr(0b101111 + 0o7), 54735 - 54727), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + '\063' + chr(0b110110) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + chr(49), 0b1000), ehT0Px3KOsy9(chr(875 - 827) + chr(0b1101111) + chr(2376 - 2324) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(50) + chr(0b10011 + 0o37) + chr(1380 - 1331), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(2123 - 2074) + chr(666 - 612) + chr(481 - 430), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b110110 + 0o71) + '\062' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(919 - 870) + chr(0b110010) + '\x34', 23430 - 23422), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b11101 + 0o26) + chr(0b11100 + 0o33), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b100100 + 0o113) + chr(967 - 917) + '\062' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(509 - 461) + chr(0b1000001 + 0o56) + chr(0b110001) + '\067' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111001 + 0o66) + chr(0b110010) + chr(0b10101 + 0o41) + '\060', 0b1000), ehT0Px3KOsy9(chr(606 - 558) + chr(11019 - 10908) + chr(0b110001 + 0o0) + chr(2514 - 2459) + chr(0b110100), 60839 - 60831), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + chr(0b110011) + chr(48) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101111 + 0o100) + chr(0b10010 + 0o40) + chr(0b11111 + 0o22) + '\062', 32000 - 31992), ehT0Px3KOsy9('\060' + chr(1807 - 1696) + chr(51) + '\061' + '\x32', 32736 - 32728), ehT0Px3KOsy9(chr(1481 - 1433) + chr(8760 - 8649) + chr(49) + '\x34' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1064 - 1013) + chr(0b110111) + '\x32', 0b1000), ehT0Px3KOsy9(chr(525 - 477) + chr(0b1100000 + 0o17) + chr(0b110001) + chr(2191 - 2137), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b100001 + 0o17) + chr(0b11 + 0o60), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\063' + chr(0b1010 + 0o55), 0o10), ehT0Px3KOsy9(chr(620 - 572) + '\x6f' + '\x33' + chr(2374 - 2321) + chr(48), 21790 - 21782), ehT0Px3KOsy9(chr(1817 - 1769) + '\157' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + chr(2148 - 2097) + chr(0b110101) + chr(0b11100 + 0o24), 8), ehT0Px3KOsy9(chr(1706 - 1658) + '\x6f' + '\x31' + chr(0b101 + 0o54) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110000), 61694 - 61686), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(51) + chr(0b10011 + 0o44) + chr(50), 8), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b101 + 0o152) + '\x31' + chr(0b11010 + 0o35) + chr(436 - 387), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + chr(51) + chr(757 - 708) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2280 - 2225) + chr(858 - 805), 36835 - 36827), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b101 + 0o152) + chr(1645 - 1592) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(68 - 16) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1011011 + 0o24) + chr(51) + chr(0b110010) + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\067' + '\x34', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(2302 - 2247) + chr(0b10110 + 0o32), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(1599 - 1551) + chr(0b100 + 0o55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(964 - 916) + chr(111) + chr(53) + chr(0b100 + 0o54), 45645 - 45637)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0'), chr(100) + chr(7282 - 7181) + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(4416 - 4299) + chr(12172 - 12056) + chr(102) + chr(182 - 137) + chr(0b101 + 0o63)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def O5cGIIQmdmkZ(oVre8I6UXc3b, YhhkyMvxPIjH):
return Y0jCVmAVZYdM(term=oVre8I6UXc3b, op=xafqLlk3kkUe(xHaqLS1eUVFC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\x9cMW\xe6\x1aa<'), '\144' + chr(10043 - 9942) + chr(0b1100011) + chr(0b1101111) + chr(0b111011 + 0o51) + '\145')('\x75' + chr(0b1010 + 0o152) + chr(0b1010111 + 0o17) + '\055' + chr(2292 - 2236))), opargs=(YhhkyMvxPIjH,)) |
quantopian/zipline | zipline/pipeline/classifiers/classifier.py | Classifier.has_substring | def has_substring(self, substring):
"""
Construct a Filter matching values containing ``substring``.
Parameters
----------
substring : str
Sub-string against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string containing ``substring``.
"""
return ArrayPredicate(
term=self,
op=LabelArray.has_substring,
opargs=(substring,),
) | python | def has_substring(self, substring):
"""
Construct a Filter matching values containing ``substring``.
Parameters
----------
substring : str
Sub-string against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string containing ``substring``.
"""
return ArrayPredicate(
term=self,
op=LabelArray.has_substring,
opargs=(substring,),
) | [
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Parameters
----------
substring : str
Sub-string against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string containing ``substring``. | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L196-L215 | train | Construct a Filter matching values produced by self containing substring. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(3782 - 3671) + chr(1332 - 1283) + '\064' + chr(0b1100 + 0o51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(2017 - 1967) + chr(0b10111 + 0o33) + chr(250 - 197), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(51) + '\064', 46727 - 46719), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\x33' + chr(0b11011 + 0o30), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10111 + 0o130) + chr(0b10010 + 0o37) + chr(0b1 + 0o63) + chr(498 - 444), 532 - 524), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b11100 + 0o123) + chr(758 - 709) + chr(0b110 + 0o56) + chr(0b10101 + 0o41), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110101) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1100110 + 0o11) + chr(0b101 + 0o56) + '\060' + '\061', 1329 - 1321), ehT0Px3KOsy9(chr(696 - 648) + chr(1857 - 1746) + chr(0b110010) + chr(1065 - 1015) + chr(0b101011 + 0o12), 8), ehT0Px3KOsy9(chr(1443 - 1395) + '\157' + '\x31' + chr(292 - 244) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110 + 0o61) + chr(0b11110 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b11011 + 0o27) + chr(2650 - 2595) + '\062', 779 - 771), ehT0Px3KOsy9('\x30' + '\157' + chr(1133 - 1082) + chr(1225 - 1171) + chr(0b110001 + 0o3), 37373 - 37365), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110111) + chr(862 - 813), 63966 - 63958), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(641 - 586) + chr(0b100011 + 0o16), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(0b101011 + 0o6) + '\062' + chr(226 - 172), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(50) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10101 + 0o132) + chr(884 - 835) + chr(54) + chr(0b1000 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110111) + chr(0b110000), 46062 - 46054), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(2308 - 2256) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\x31' + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1642 - 1592) + chr(927 - 875) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2462 - 2351) + '\x32' + chr(51) + '\062', 0o10), ehT0Px3KOsy9(chr(1592 - 1544) + chr(111) + chr(0b1100 + 0o46) + '\x30' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1239 - 1191) + '\157' + chr(51) + '\x30' + chr(0b1011 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5639 - 5528) + '\065' + chr(1481 - 1430), 9891 - 9883), ehT0Px3KOsy9('\060' + '\157' + chr(1083 - 1032) + chr(841 - 787) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + '\x36', 41960 - 41952), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x33' + chr(0b110000), 3911 - 3903), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(2478 - 2424) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + '\x32' + '\067', 0o10), ehT0Px3KOsy9(chr(1214 - 1166) + '\157' + chr(0b10001 + 0o42) + '\065' + chr(0b101010 + 0o7), 0o10), ehT0Px3KOsy9('\060' + chr(0b110011 + 0o74) + chr(49) + chr(0b1 + 0o62) + chr(0b10101 + 0o36), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x33' + chr(851 - 796), ord("\x08")), ehT0Px3KOsy9(chr(956 - 908) + chr(111) + '\061' + '\066' + chr(50), 43566 - 43558), ehT0Px3KOsy9(chr(0b110000) + chr(999 - 888) + chr(0b10010 + 0o42) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(2180 - 2069) + '\x33' + chr(51) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\061' + chr(1462 - 1407), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(2143 - 2092) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101 + 0o55) + chr(0b11010 + 0o35) + chr(0b11011 + 0o34), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(9855 - 9744) + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'K'), '\x64' + '\x65' + chr(0b1011111 + 0o4) + chr(111) + chr(100) + chr(0b110100 + 0o61))('\165' + chr(0b1100110 + 0o16) + '\146' + '\x2d' + chr(1576 - 1520)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jAU72gyXoawv(oVre8I6UXc3b, CnG2Jx1YeqnJ):
return Y0jCVmAVZYdM(term=oVre8I6UXc3b, op=xafqLlk3kkUe(xHaqLS1eUVFC, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xf4\xafD\x15\x13\xcb\xb2\xe16\x15\xd4\x93'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b100111 + 0o75) + '\145')(chr(0b1100010 + 0o23) + '\164' + chr(102) + chr(641 - 596) + chr(0b1110 + 0o52))), opargs=(CnG2Jx1YeqnJ,)) |
quantopian/zipline | zipline/pipeline/classifiers/classifier.py | Classifier.matches | def matches(self, pattern):
"""
Construct a Filter that checks regex matches against ``pattern``.
Parameters
----------
pattern : str
Regex pattern against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string matched by ``pattern``.
See Also
--------
:mod:`Python Regular Expressions <re>`
"""
return ArrayPredicate(
term=self,
op=LabelArray.matches,
opargs=(pattern,),
) | python | def matches(self, pattern):
"""
Construct a Filter that checks regex matches against ``pattern``.
Parameters
----------
pattern : str
Regex pattern against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string matched by ``pattern``.
See Also
--------
:mod:`Python Regular Expressions <re>`
"""
return ArrayPredicate(
term=self,
op=LabelArray.matches,
opargs=(pattern,),
) | [
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Parameters
----------
pattern : str
Regex pattern against which to compare values produced by ``self``.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces a string matched by ``pattern``.
See Also
--------
:mod:`Python Regular Expressions <re>` | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L219-L242 | train | Construct a Filter that checks regex matches against pattern. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + '\062' + '\062' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\063' + '\063' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(49) + chr(0b110000) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o53) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b101 + 0o57) + chr(0b10011 + 0o42), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(55) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(48) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110111) + chr(0b110011 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + '\062' + '\x36' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\062' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(51) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b110010) + chr(0b10001 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(50) + chr(0b110000) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b11100 + 0o25) + '\x37' + chr(0b1 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(373 - 325) + '\157' + '\x31' + chr(52) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(1813 - 1763) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\067' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1767 - 1719) + chr(111) + chr(0b110011) + chr(2314 - 2260) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110010) + chr(557 - 508), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + chr(50) + chr(50) + '\066', 0b1000), ehT0Px3KOsy9(chr(1710 - 1662) + '\157' + chr(1671 - 1620) + chr(0b10011 + 0o35) + chr(0b100101 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\063' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4378 - 4267) + '\061' + '\x30' + chr(0b1001 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1010101 + 0o32) + chr(935 - 886) + '\066' + chr(2600 - 2546), 5759 - 5751), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(51) + chr(49), 20568 - 20560), ehT0Px3KOsy9(chr(1840 - 1792) + chr(0b1100011 + 0o14) + chr(2030 - 1979) + chr(48) + chr(0b11111 + 0o22), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(2151 - 2098) + chr(0b110101), 10065 - 10057), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + chr(0b11100 + 0o26) + chr(50), 2841 - 2833), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\060' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10101 + 0o132) + chr(49) + '\x33' + chr(0b110010), 62115 - 62107), ehT0Px3KOsy9('\060' + chr(8857 - 8746) + chr(1249 - 1200) + chr(0b110110) + chr(1794 - 1739), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11100 + 0o25) + '\064' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1655 - 1607) + chr(0b1101111) + chr(49) + '\063' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + '\x30', 3813 - 3805), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110111) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1667 - 1617) + chr(0b1111 + 0o44) + '\067', 36542 - 36534), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110001) + chr(0b100101 + 0o22) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(55) + chr(0b100001 + 0o22), 34009 - 34001)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(5866 - 5755) + chr(53) + chr(48), 59631 - 59623)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd'), chr(0b1100100) + chr(101) + chr(99) + chr(111) + chr(3842 - 3742) + chr(8203 - 8102))(chr(0b1110101) + chr(116) + chr(2695 - 2593) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eYhLPKT2rJ7g(oVre8I6UXc3b, D7PcF8SpuWmc):
return Y0jCVmAVZYdM(term=oVre8I6UXc3b, op=xafqLlk3kkUe(xHaqLS1eUVFC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\xbd7T\x8d\xdc\xb2'), '\144' + chr(0b11111 + 0o106) + chr(0b1100011) + chr(0b1101111) + chr(0b110001 + 0o63) + chr(101))('\x75' + '\164' + chr(6300 - 6198) + chr(0b101101) + chr(2992 - 2936))), opargs=(D7PcF8SpuWmc,)) |
quantopian/zipline | zipline/pipeline/classifiers/classifier.py | Classifier.element_of | def element_of(self, choices):
"""
Construct a Filter indicating whether values are in ``choices``.
Parameters
----------
choices : iterable[str or int]
An iterable of choices.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces an entry in ``choices``.
"""
try:
choices = frozenset(choices)
except Exception as e:
raise TypeError(
"Expected `choices` to be an iterable of hashable values,"
" but got {} instead.\n"
"This caused the following error: {!r}.".format(choices, e)
)
if self.missing_value in choices:
raise ValueError(
"Found self.missing_value ({mv!r}) in choices supplied to"
" {typename}.{meth_name}().\n"
"Missing values have NaN semantics, so the"
" requested comparison would always produce False.\n"
"Use the isnull() method to check for missing values.\n"
"Received choices were {choices}.".format(
mv=self.missing_value,
typename=(type(self).__name__),
choices=sorted(choices),
meth_name=self.element_of.__name__,
)
)
def only_contains(type_, values):
return all(isinstance(v, type_) for v in values)
if self.dtype == int64_dtype:
if only_contains(int, choices):
return ArrayPredicate(
term=self,
op=vectorized_is_element,
opargs=(choices,),
)
else:
raise TypeError(
"Found non-int in choices for {typename}.element_of.\n"
"Supplied choices were {choices}.".format(
typename=type(self).__name__,
choices=choices,
)
)
elif self.dtype == categorical_dtype:
if only_contains((bytes, unicode), choices):
return ArrayPredicate(
term=self,
op=LabelArray.element_of,
opargs=(choices,),
)
else:
raise TypeError(
"Found non-string in choices for {typename}.element_of.\n"
"Supplied choices were {choices}.".format(
typename=type(self).__name__,
choices=choices,
)
)
assert False, "Unknown dtype in Classifier.element_of %s." % self.dtype | python | def element_of(self, choices):
"""
Construct a Filter indicating whether values are in ``choices``.
Parameters
----------
choices : iterable[str or int]
An iterable of choices.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces an entry in ``choices``.
"""
try:
choices = frozenset(choices)
except Exception as e:
raise TypeError(
"Expected `choices` to be an iterable of hashable values,"
" but got {} instead.\n"
"This caused the following error: {!r}.".format(choices, e)
)
if self.missing_value in choices:
raise ValueError(
"Found self.missing_value ({mv!r}) in choices supplied to"
" {typename}.{meth_name}().\n"
"Missing values have NaN semantics, so the"
" requested comparison would always produce False.\n"
"Use the isnull() method to check for missing values.\n"
"Received choices were {choices}.".format(
mv=self.missing_value,
typename=(type(self).__name__),
choices=sorted(choices),
meth_name=self.element_of.__name__,
)
)
def only_contains(type_, values):
return all(isinstance(v, type_) for v in values)
if self.dtype == int64_dtype:
if only_contains(int, choices):
return ArrayPredicate(
term=self,
op=vectorized_is_element,
opargs=(choices,),
)
else:
raise TypeError(
"Found non-int in choices for {typename}.element_of.\n"
"Supplied choices were {choices}.".format(
typename=type(self).__name__,
choices=choices,
)
)
elif self.dtype == categorical_dtype:
if only_contains((bytes, unicode), choices):
return ArrayPredicate(
term=self,
op=LabelArray.element_of,
opargs=(choices,),
)
else:
raise TypeError(
"Found non-string in choices for {typename}.element_of.\n"
"Supplied choices were {choices}.".format(
typename=type(self).__name__,
choices=choices,
)
)
assert False, "Unknown dtype in Classifier.element_of %s." % self.dtype | [
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Parameters
----------
choices : iterable[str or int]
An iterable of choices.
Returns
-------
matches : Filter
Filter returning True for all sid/date pairs for which ``self``
produces an entry in ``choices``. | [
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"choices",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L264-L336 | train | Construct a Filter indicating whether values are in choices. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10 + 0o63) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(0b110010) + '\x30' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(50) + '\064' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(11018 - 10907) + '\x32' + chr(1136 - 1085) + chr(2244 - 2196), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(8737 - 8626) + chr(0b1100 + 0o45) + chr(54) + chr(1139 - 1089), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(0b110001), 48521 - 48513), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + chr(0b1011 + 0o46) + chr(0b11010 + 0o32) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1010000 + 0o37) + chr(2718 - 2665), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + chr(1237 - 1186) + '\x37' + '\067', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1606 - 1555) + '\x32' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1117 - 1068) + chr(2642 - 2589), 0b1000), ehT0Px3KOsy9(chr(2166 - 2118) + chr(0b1101111) + chr(0b100000 + 0o23) + chr(1806 - 1751) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110110) + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1867 - 1817) + chr(55) + chr(0b100101 + 0o20), 39627 - 39619), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(53) + chr(687 - 639), 43124 - 43116), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\062' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\067' + '\x30', 32417 - 32409), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x34' + chr(1575 - 1521), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(52) + chr(2238 - 2186), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101111 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1675 - 1620) + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1001 + 0o54) + chr(55), 715 - 707), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(50), 10025 - 10017), ehT0Px3KOsy9(chr(0b110000) + chr(7112 - 7001) + chr(0b1010 + 0o47) + chr(986 - 938) + chr(0b11111 + 0o23), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062', 47554 - 47546), ehT0Px3KOsy9(chr(134 - 86) + '\x6f' + chr(920 - 870) + '\x34' + chr(0b110 + 0o54), 47678 - 47670), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100011 + 0o16) + chr(55) + chr(0b110000), 3918 - 3910), ehT0Px3KOsy9(chr(48) + chr(1168 - 1057) + '\x34' + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(116 - 64) + chr(846 - 795), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(0b111 + 0o54) + chr(0b11111 + 0o27) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(2417 - 2306) + chr(49) + '\x31' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4120 - 4009) + chr(1034 - 985) + '\x32' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000010 + 0o55) + chr(54) + chr(53), 0o10), ehT0Px3KOsy9(chr(194 - 146) + chr(2318 - 2207) + chr(50) + chr(55) + '\061', 12481 - 12473), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b111 + 0o55) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11010 + 0o27) + '\x37' + chr(48), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(49) + chr(0b1001 + 0o55), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(1008 - 897) + chr(0b110011) + '\064' + chr(0b100101 + 0o22), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(50), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2271 - 2218) + chr(0b100001 + 0o17), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(117) + chr(116) + '\x66' + '\055' + chr(3077 - 3021)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def t6uPB4MgsAYB(oVre8I6UXc3b, XPnoMuK4S7nS):
try:
XPnoMuK4S7nS = o8rvoPw8ep3k(XPnoMuK4S7nS)
except jLmadlzMdunT as GlnVAPeT6CUe:
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"i\xf9\xd5\xfd\x11]\x06a\xdf\xb0n\x96\x9c\xd4\x8b\xf0K\x06DuB\x18M\x7fbc\xccXJ\x17\x95;4W\xd5\x01X\xa1\x81\nD\xe0\xd6\xf0\x13K\x0f`\xdf\xa6l\x92\x86\xd8\x9b\xb9\x18\x04\x11u\r_@nby\xdfXJ\r\x83=0T\xddJr\x9a\x8fC_\xa1\xc6\xf9\x07Z\x06a\xdf\xa4e\x9b\xd3\xdb\x87\xf9T\t\x13hC_\x0f\x7f0p\xcd\n\x19C\x8bh'H\x97"), chr(0b1000001 + 0o43) + chr(452 - 351) + chr(99) + chr(1128 - 1017) + '\x64' + '\145')(chr(117) + '\x74' + '\146' + chr(1230 - 1185) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'z\xb5\xd7\xf7:H06\xaf\xa0h\x94'), chr(100) + '\145' + '\x63' + chr(728 - 617) + '\x64' + '\145')('\165' + '\164' + chr(0b10010 + 0o124) + chr(768 - 723) + chr(0b10011 + 0o45)))(XPnoMuK4S7nS, GlnVAPeT6CUe))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xcc\x93\xde!p,6\x89\x80x\x94'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + chr(116) + chr(9714 - 9612) + chr(45) + chr(979 - 923))) in XPnoMuK4S7nS:
raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'j\xee\xd0\xf6\x16\t\x10`\x93\xb6#\x93\x9a\xce\x9b\xfcV\x01;wLTZ\x7fb*\xd9\x15UB\x824|\x15\xd0\nX\xad\x8fEE\xe2\xc0\xebRZ\x16u\x8f\xbcd\x9b\x97\x9d\x9c\xfa\x18\x1d\x10x]]A{/g\xdfVX\x0e\x95==j\xd7\x05\x15\xab\x9a\x02\x05\xaf\xaf\xd5\x1bZ\x10l\x91\xb7-\x88\x92\xd1\x9d\xf0KF\x0c`[]\x0fT#L\x82\x0bF\x0e\x91\'!\\\xda\x17T\xee\x94E\x0c\xf5\xcd\xfdR[\x06t\x8a\xb5~\x8a\x96\xd9\xc8\xf6W\x0b\x14`_Q\\u,"\xd5\x17V\x0f\x94i4Y\xce\x05\x01\xbd\xc7Z^\xee\xc1\xed\x11LCC\x9e\xbc~\x9b\xdd\xb7\xbd\xe6]F\x10iH\x18Fi,w\xce\x14\x0bJ\xd0$0A\xd1\x0b\x1c\xee\x93E\x0c\xe2\xcd\xfd\x11BCc\x90\xa2-\x93\x9a\xce\x9b\xfcV\x01DwLTZ\x7f1,\xa8*F\x00\x95 #P\xddD\x1b\xa6\x88CO\xe4\xd6\xb8\x05L\x11`\xdf\xabn\x96\x9c\xd4\x8b\xf0K\x1bJ'), chr(100) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1100001 + 0o3) + chr(7907 - 7806))('\165' + chr(0b1110100) + '\x66' + chr(45) + chr(2741 - 2685)), xafqLlk3kkUe(SXOLrMavuUCe(b'z\xb5\xd7\xf7:H06\xaf\xa0h\x94'), chr(8891 - 8791) + chr(101) + '\x63' + chr(0b1101111) + '\144' + chr(0b1010 + 0o133))(chr(0b1011000 + 0o35) + '\164' + chr(457 - 355) + '\x2d' + '\070'))(mv=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xcc\x93\xde!p,6\x89\x80x\x94'), chr(100) + '\x65' + chr(0b110 + 0o135) + chr(0b11101 + 0o122) + '\x64' + chr(101))(chr(0b1100100 + 0o21) + chr(1081 - 965) + chr(8707 - 8605) + chr(180 - 135) + '\x38')), typename=xafqLlk3kkUe(wmQmyeWBmUpv(oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xe3\xc0\xf2FF9t\xb4\x9cL\xc8'), chr(0b1000101 + 0o37) + chr(0b1000010 + 0o43) + '\x63' + chr(0b10100 + 0o133) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + '\x2d' + '\070')), choices=vUlqIvNSaRMa(XPnoMuK4S7nS), meth_name=xafqLlk3kkUe(oVre8I6UXc3b.element_of, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xe3\xc0\xf2FF9t\xb4\x9cL\xc8'), '\144' + chr(0b1100101) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b11000 + 0o116) + '\x2d' + chr(0b101011 + 0o15)))))
def xEiZWGrkhg37(wglhj4WQZuCT, SPnCNu54H1db):
return Dl48nj1rbi23((PlSM16l2KDPD(cMbll0QYhULo, wglhj4WQZuCT) for cMbll0QYhULo in SPnCNu54H1db))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'F\xd2\xf3\xa1;b\r`\x92\x98:\xb5'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + chr(555 - 453) + '\x2d' + chr(0b100000 + 0o30))) == kcCBRWN1iVp9:
if xEiZWGrkhg37(ehT0Px3KOsy9, XPnoMuK4S7nS):
return Y0jCVmAVZYdM(term=oVre8I6UXc3b, op=CyI_dn3yzNJf, opargs=(XPnoMuK4S7nS,))
else:
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'j\xee\xd0\xf6\x16\t\rj\x91\xfdd\x90\x87\x9d\x81\xfb\x18\x05\x0cnD[Jibd\xcd\n\x03\x18\x840%P\xd7\x05\x15\xab\x9a\x04I\xed\xc0\xf5\x17G\x17Z\x90\xb6#\xf4\xa0\xc8\x98\xe5T\x0f\x01e\r[Gu+a\xc7\x0b\x03\x14\x95;0\x15\xc2\x07\x10\xa1\x8eII\xf2\xd8\xb6'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(5493 - 5382) + chr(100) + chr(0b110110 + 0o57))(chr(0b110011 + 0o102) + chr(11823 - 11707) + chr(0b1100110) + chr(0b10 + 0o53) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'z\xb5\xd7\xf7:H06\xaf\xa0h\x94'), chr(7862 - 7762) + chr(0b11001 + 0o114) + chr(0b1100011) + chr(12055 - 11944) + chr(4984 - 4884) + chr(101))('\165' + chr(0b1110100) + chr(10158 - 10056) + chr(0b1000 + 0o45) + chr(56)))(typename=xafqLlk3kkUe(wmQmyeWBmUpv(oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xe3\xc0\xf2FF9t\xb4\x9cL\xc8'), '\144' + chr(3131 - 3030) + chr(4128 - 4029) + chr(0b1011 + 0o144) + chr(100) + '\145')(chr(12858 - 12741) + '\164' + chr(102) + chr(1375 - 1330) + chr(2916 - 2860))), choices=XPnoMuK4S7nS))
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'F\xd2\xf3\xa1;b\r`\x92\x98:\xb5'), '\x64' + '\x65' + chr(99) + chr(111) + chr(0b1011010 + 0o12) + chr(8857 - 8756))(chr(0b1110101) + '\x74' + '\x66' + '\055' + chr(3120 - 3064))) == ONgSHNzXxi9R:
if xEiZWGrkhg37((QOfmzcVJsrp8, QHM8Bw_ytELU), XPnoMuK4S7nS):
return Y0jCVmAVZYdM(term=oVre8I6UXc3b, op=xafqLlk3kkUe(xHaqLS1eUVFC, xafqLlk3kkUe(SXOLrMavuUCe(b'I\xed\xc0\xf5\x17G\x17Z\x90\xb6'), chr(0b1001000 + 0o34) + '\x65' + chr(4728 - 4629) + chr(0b1010001 + 0o36) + chr(100) + '\145')(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + chr(498 - 442))), opargs=(XPnoMuK4S7nS,))
else:
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'j\xee\xd0\xf6\x16\t\rj\x91\xfd~\x8a\x81\xd4\x86\xf2\x18\x0f\n!NP@s!g\xd1XE\x0c\x82i.A\xc0\x14\x1d\xa0\x86GI\xfc\x8b\xfd\x1eL\x0e`\x91\xa4R\x91\x95\x93\xe2\xc6M\x16\x14mD]K:!j\xcd\x11@\x06\x83i"P\xcb\x01X\xb5\x84BC\xe8\xc6\xfd\x01TM'), '\144' + chr(0b100000 + 0o105) + chr(99) + chr(0b1101111) + chr(0b100000 + 0o104) + chr(101))('\165' + chr(742 - 626) + chr(8225 - 8123) + chr(673 - 628) + chr(1661 - 1605)), xafqLlk3kkUe(SXOLrMavuUCe(b'z\xb5\xd7\xf7:H06\xaf\xa0h\x94'), chr(100) + '\145' + chr(0b1001001 + 0o32) + chr(0b1101111) + chr(0b1100100) + chr(273 - 172))(chr(0b1011000 + 0o35) + chr(0b1110100) + chr(102) + chr(0b10100 + 0o31) + chr(0b111000)))(typename=xafqLlk3kkUe(wmQmyeWBmUpv(oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'k\xe3\xc0\xf2FF9t\xb4\x9cL\xc8'), chr(100) + chr(0b1100101) + chr(1694 - 1595) + chr(5465 - 5354) + chr(100) + chr(7285 - 7184))(chr(0b1000 + 0o155) + chr(0b1110100) + chr(102) + chr(45) + chr(0b1000 + 0o60))), choices=XPnoMuK4S7nS))
assert ehT0Px3KOsy9('\x30' + '\157' + chr(1831 - 1783), 0b1000), xafqLlk3kkUe(SXOLrMavuUCe(b'y\xef\xce\xf6\x1d^\r%\x9b\xa4t\x8e\x96\x9d\x81\xfb\x18%\x08`^KF|+g\xd0VF\x0f\x95$0[\xcd;\x17\xa8\xc7\x0f_\xaf'), '\x64' + chr(6718 - 6617) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))('\x75' + chr(0b110111 + 0o75) + '\x66' + chr(45) + chr(2763 - 2707)) % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'F\xd2\xf3\xa1;b\r`\x92\x98:\xb5'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + chr(2163 - 2063) + chr(0b1001010 + 0o33))(chr(117) + chr(0b1001000 + 0o54) + chr(4806 - 4704) + chr(0b101101 + 0o0) + chr(0b111000))) |
quantopian/zipline | zipline/pipeline/classifiers/classifier.py | Classifier.to_workspace_value | def to_workspace_value(self, result, assets):
"""
Called with the result of a pipeline. This needs to return an object
which can be put into the workspace to continue doing computations.
This is the inverse of :func:`~zipline.pipeline.term.Term.postprocess`.
"""
if self.dtype == int64_dtype:
return super(Classifier, self).to_workspace_value(result, assets)
assert isinstance(result.values, pd.Categorical), (
'Expected a Categorical, got %r.' % type(result.values)
)
with_missing = pd.Series(
data=pd.Categorical(
result.values,
result.values.categories.union([self.missing_value]),
),
index=result.index,
)
return LabelArray(
super(Classifier, self).to_workspace_value(
with_missing,
assets,
),
self.missing_value,
) | python | def to_workspace_value(self, result, assets):
"""
Called with the result of a pipeline. This needs to return an object
which can be put into the workspace to continue doing computations.
This is the inverse of :func:`~zipline.pipeline.term.Term.postprocess`.
"""
if self.dtype == int64_dtype:
return super(Classifier, self).to_workspace_value(result, assets)
assert isinstance(result.values, pd.Categorical), (
'Expected a Categorical, got %r.' % type(result.values)
)
with_missing = pd.Series(
data=pd.Categorical(
result.values,
result.values.categories.union([self.missing_value]),
),
index=result.index,
)
return LabelArray(
super(Classifier, self).to_workspace_value(
with_missing,
assets,
),
self.missing_value,
) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L345-L371 | train | Returns a workspace value for the result of a pipeline. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(957 - 909) + chr(5487 - 5376) + '\x34' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(10897 - 10786) + chr(50) + '\x30' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(6914 - 6803) + chr(0b10110 + 0o34) + chr(0b110000) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + '\063' + chr(48) + chr(0b1011 + 0o45), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\061' + chr(195 - 146), 29787 - 29779), ehT0Px3KOsy9('\x30' + chr(9775 - 9664) + chr(50) + chr(0b110010) + chr(0b110000 + 0o0), 0b1000), ehT0Px3KOsy9(chr(888 - 840) + chr(0b1101111) + chr(111 - 62) + '\066' + chr(2313 - 2261), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + chr(49) + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\060' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\x36' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(12220 - 12109) + chr(0b110011) + '\066', 36939 - 36931), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(0b110001) + chr(0b110011) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(1528 - 1417) + chr(0b110010) + chr(2716 - 2662) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(0b110011) + chr(0b110100) + chr(53), 23638 - 23630), ehT0Px3KOsy9(chr(0b110000) + chr(362 - 251) + chr(0b110001) + '\061' + chr(0b100110 + 0o14), 29646 - 29638), ehT0Px3KOsy9(chr(1452 - 1404) + chr(111) + chr(0b1100 + 0o51) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3231 - 3120) + chr(50) + chr(139 - 90) + '\063', 44202 - 44194), ehT0Px3KOsy9(chr(48) + chr(11530 - 11419) + '\062' + chr(48) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(766 - 711) + chr(0b10001 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(2141 - 2089) + chr(0b100001 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + '\x32' + chr(0b10001 + 0o44) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1131 - 1080) + chr(1490 - 1438), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(0b1100 + 0o45) + '\066' + chr(49), 8), ehT0Px3KOsy9(chr(747 - 699) + chr(0b1101111) + chr(2521 - 2470) + '\x31' + chr(0b10010 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11001 + 0o32) + chr(88 - 38) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(720 - 672) + chr(111) + chr(1741 - 1690) + '\063' + chr(0b100111 + 0o17), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(10369 - 10258) + chr(50) + chr(0b11001 + 0o32) + chr(0b110101), 16002 - 15994), ehT0Px3KOsy9(chr(429 - 381) + '\157' + chr(0b110100) + '\062', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(316 - 261) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2652 - 2541) + '\x33' + chr(2432 - 2380) + chr(48), 65408 - 65400), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2136 - 2085) + '\x32' + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(870 - 822) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(49) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(490 - 440) + chr(50) + chr(1335 - 1283), 30125 - 30117), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(54) + chr(0b10010 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2429 - 2318) + chr(2131 - 2080) + '\066' + chr(0b110010), 52077 - 52069), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\064', 20744 - 20736), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + '\x31' + chr(0b110110) + chr(0b100001 + 0o26), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(93 - 40), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c'), chr(3686 - 3586) + chr(4505 - 4404) + chr(2536 - 2437) + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(13401 - 13285) + chr(0b1000110 + 0o40) + chr(1904 - 1859) + chr(3134 - 3078)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def fKt9OtHxl6gz(oVre8I6UXc3b, ShZmEKfTkAOZ, YGFU3oxACPcg):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'H\xd7\xd2\xf9\xc0\xdb\x1a2\xea9)\x14'), chr(100) + chr(0b1100101) + chr(7183 - 7084) + chr(0b11111 + 0o120) + chr(0b1011000 + 0o14) + chr(0b1100101))(chr(687 - 570) + chr(9454 - 9338) + '\x66' + chr(0b101101) + chr(56))) == kcCBRWN1iVp9:
return xafqLlk3kkUe(KNx0Ujaz9UM0(IrrA3Kbw_1Sc, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'V\xeb\xdb\xb7\xe6\xe2\x1f$\xf7\x10}:\xeb\x93+B\xfe\xe5'), '\x64' + '\145' + chr(3970 - 3871) + chr(0b1101111) + chr(0b100000 + 0o104) + chr(0b1100101))(chr(0b1110101) + chr(12073 - 11957) + '\146' + '\055' + '\070'))(ShZmEKfTkAOZ, YGFU3oxACPcg)
assert PlSM16l2KDPD(xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'q\xd4\xea\x83\xc7\xe5Ac\xcf@z='), chr(100) + chr(0b1100101) + '\143' + chr(873 - 762) + chr(9034 - 8934) + '\145')(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070')), xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xe5\xf0\xa5\xee\xff\x06>\xe4\x10r'), '\144' + chr(0b1100101) + '\x63' + '\157' + chr(8365 - 8265) + chr(0b1001100 + 0o31))(chr(12949 - 12832) + '\164' + '\x66' + chr(452 - 407) + '\x38'))), xafqLlk3kkUe(SXOLrMavuUCe(b'g\xfc\xf4\xa5\xea\xe4\x113\xa7\x10>\x1c\xd5\x91/I\xe4\xf2Q\xc1\xc9p]\xec\xb2\xb1W\xbd\x07\x88\xce'), '\144' + chr(0b1011100 + 0o11) + chr(0b1100011) + '\157' + chr(0b1 + 0o143) + chr(101))(chr(0b1001001 + 0o54) + '\164' + chr(1196 - 1094) + '\055' + '\070') % wmQmyeWBmUpv(xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'q\xd4\xea\x83\xc7\xe5Ac\xcf@z='), '\144' + chr(0b1000001 + 0o44) + chr(0b1100011) + chr(8419 - 8308) + chr(0b1100100) + chr(0b1100101))(chr(12595 - 12478) + chr(0b1011000 + 0o34) + chr(102) + chr(0b101101) + chr(0b11010 + 0o36))))
xf8sSiyMwXRJ = dubtF9GfzOdC.Series(data=dubtF9GfzOdC.Categorical(ShZmEKfTkAOZ.SPnCNu54H1db, ShZmEKfTkAOZ.values.categories.ImVX4ET3vKwG([oVre8I6UXc3b.cM6FSYO3vPuj])), index=ShZmEKfTkAOZ.XdowRbJKZWL9)
return xHaqLS1eUVFC(xafqLlk3kkUe(KNx0Ujaz9UM0(IrrA3Kbw_1Sc, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'V\xeb\xdb\xb7\xe6\xe2\x1f$\xf7\x10}:\xeb\x93+B\xfe\xe5'), chr(4042 - 3942) + chr(0b1100101) + chr(0b1100011) + chr(0b1011101 + 0o22) + chr(0b111 + 0o135) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(1637 - 1592) + '\x38'))(xf8sSiyMwXRJ, YGFU3oxACPcg), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'A\xc9\xb2\x86\xda\xc9;d\xf1!k5'), chr(9198 - 9098) + chr(0b10100 + 0o121) + chr(0b101111 + 0o64) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(4204 - 4087) + '\x74' + chr(7159 - 7057) + chr(0b1001 + 0o44) + '\070'))) |
quantopian/zipline | zipline/pipeline/classifiers/classifier.py | Classifier._to_integral | def _to_integral(self, output_array):
"""
Convert an array produced by this classifier into an array of integer
labels and a missing value label.
"""
if self.dtype == int64_dtype:
group_labels = output_array
null_label = self.missing_value
elif self.dtype == categorical_dtype:
# Coerce LabelArray into an isomorphic array of ints. This is
# necessary because np.where doesn't know about LabelArrays or the
# void dtype.
group_labels = output_array.as_int_array()
null_label = output_array.missing_value_code
else:
raise AssertionError(
"Unexpected Classifier dtype: %s." % self.dtype
)
return group_labels, null_label | python | def _to_integral(self, output_array):
"""
Convert an array produced by this classifier into an array of integer
labels and a missing value label.
"""
if self.dtype == int64_dtype:
group_labels = output_array
null_label = self.missing_value
elif self.dtype == categorical_dtype:
# Coerce LabelArray into an isomorphic array of ints. This is
# necessary because np.where doesn't know about LabelArrays or the
# void dtype.
group_labels = output_array.as_int_array()
null_label = output_array.missing_value_code
else:
raise AssertionError(
"Unexpected Classifier dtype: %s." % self.dtype
)
return group_labels, null_label | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L381-L399 | train | Convert an array produced by this classifier into an array of integer
labels and a missing value label. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + '\x34' + chr(0b110111), 16670 - 16662), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1283 - 1232) + chr(0b110001) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1553 - 1505) + chr(10807 - 10696) + chr(50) + '\x37' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(288 - 240) + '\x6f' + chr(976 - 925) + '\x32' + '\064', 7190 - 7182), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + '\x33' + chr(48) + chr(0b0 + 0o62), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(52), 42502 - 42494), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + chr(0b100 + 0o57) + chr(0b110011) + chr(0b100100 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7750 - 7639) + chr(542 - 487) + '\x33', 24450 - 24442), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(3385 - 3274) + chr(658 - 608) + '\x36' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x32' + chr(0b100100 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(1629 - 1576) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100011 + 0o16) + chr(0b101010 + 0o10) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1381 - 1333) + chr(7584 - 7473) + '\062' + chr(0b110 + 0o57) + chr(0b110101), 36926 - 36918), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2285 - 2234) + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4774 - 4663) + '\x32' + chr(284 - 229) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\061' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1605 - 1557) + '\x6f' + chr(0b110011) + '\060' + chr(1564 - 1516), 13379 - 13371), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011 + 0o0) + '\063' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111101 + 0o62) + chr(0b101 + 0o54) + chr(937 - 887) + chr(0b10101 + 0o33), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\064', 8), ehT0Px3KOsy9('\060' + chr(2146 - 2035) + chr(570 - 517), 20098 - 20090), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(0b11010 + 0o30) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b110000) + chr(0b100001 + 0o20), 40450 - 40442), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100000 + 0o23) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1101 + 0o44) + '\067' + '\x34', 42558 - 42550), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1100 + 0o143) + '\065' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(53) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(353 - 304), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11001 + 0o31) + chr(0b10111 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(859 - 805), 50661 - 50653), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1001 + 0o50) + chr(49) + chr(0b110110 + 0o0), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\x33' + chr(965 - 912), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\063' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(154 - 106) + chr(2752 - 2641) + chr(0b110011) + chr(993 - 941) + chr(2017 - 1967), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x37' + chr(0b110100 + 0o1), 20267 - 20259), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(49) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(5231 - 5120) + chr(2045 - 1994) + '\x37' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(896 - 848) + chr(0b1110 + 0o141) + chr(0b101110 + 0o4) + chr(1990 - 1941) + chr(52), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1069 - 1021) + chr(111) + chr(0b110101) + chr(0b1010 + 0o46), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\t'), chr(0b1100100) + '\x65' + chr(0b10011 + 0o120) + '\x6f' + '\144' + chr(2156 - 2055))(chr(0b1110101) + chr(116) + chr(0b1111 + 0o127) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AWIWwSHMg6p4(oVre8I6UXc3b, stvkT7co16Wa):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'M\x9d\xec\x16\x9d\x89z\xbaV\xffd\xe2'), chr(5344 - 5244) + chr(5130 - 5029) + chr(99) + '\x6f' + chr(1868 - 1768) + '\145')('\x75' + '\164' + '\x66' + chr(62 - 17) + chr(1463 - 1407))) == kcCBRWN1iVp9:
z84WRqa7yzGO = stvkT7co16Wa
e9uVyQ9NPi6I = oVre8I6UXc3b.cM6FSYO3vPuj
elif xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'M\x9d\xec\x16\x9d\x89z\xbaV\xffd\xe2'), chr(100) + chr(101) + chr(0b1100011) + chr(8186 - 8075) + chr(1379 - 1279) + chr(6804 - 6703))(chr(12429 - 12312) + chr(5430 - 5314) + chr(1700 - 1598) + chr(0b10 + 0o53) + chr(777 - 721))) == ONgSHNzXxi9R:
z84WRqa7yzGO = stvkT7co16Wa.TG6ylcp9a8f0()
e9uVyQ9NPi6I = stvkT7co16Wa.missing_value_code
else:
raise vcEHXBQXuDuh(xafqLlk3kkUe(SXOLrMavuUCe(b'r\xa0\xdfW\xa4\xa7w\xab^\xd3s\xeag3\xde\x99\xd2+\xa9\xbc"4a`8k\x19\x10H4d '), chr(0b1100100) + '\145' + '\x63' + '\157' + chr(9332 - 9232) + chr(0b1100101))('\165' + chr(116) + chr(9114 - 9012) + '\055' + '\070') % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'M\x9d\xec\x16\x9d\x89z\xbaV\xffd\xe2'), chr(100) + chr(101) + chr(0b1001101 + 0o26) + chr(0b1011100 + 0o23) + '\144' + chr(7434 - 7333))(chr(7731 - 7614) + chr(116) + chr(0b1100110) + chr(45) + chr(2933 - 2877))))
return (z84WRqa7yzGO, e9uVyQ9NPi6I) |
quantopian/zipline | zipline/pipeline/classifiers/classifier.py | CustomClassifier._allocate_output | def _allocate_output(self, windows, shape):
"""
Override the default array allocation to produce a LabelArray when we
have a string-like dtype.
"""
if self.dtype == int64_dtype:
return super(CustomClassifier, self)._allocate_output(
windows,
shape,
)
# This is a little bit of a hack. We might not know what the
# categories for a LabelArray are until it's actually been loaded, so
# we need to look at the underlying data.
return windows[0].data.empty_like(shape) | python | def _allocate_output(self, windows, shape):
"""
Override the default array allocation to produce a LabelArray when we
have a string-like dtype.
"""
if self.dtype == int64_dtype:
return super(CustomClassifier, self)._allocate_output(
windows,
shape,
)
# This is a little bit of a hack. We might not know what the
# categories for a LabelArray are until it's actually been loaded, so
# we need to look at the underlying data.
return windows[0].data.empty_like(shape) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/classifiers/classifier.py#L517-L531 | train | Override the default array allocation to produce a LabelArray when we have a string - like dtype. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\064' + chr(0b101000 + 0o10), 22005 - 21997), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(569 - 515) + '\063', 14561 - 14553), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(55) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(662 - 614) + '\157' + chr(0b11110 + 0o25) + chr(0b110010) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\062', 21299 - 21291), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(1427 - 1378) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(49) + chr(0b10001 + 0o46) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(652 - 601) + chr(0b110100) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(53) + '\067', 10855 - 10847), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + chr(0b10101 + 0o35) + '\x35' + '\x34', 41978 - 41970), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b1001 + 0o54) + chr(0b1010 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101101 + 0o2) + '\x31' + chr(0b110000) + '\062', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\x31' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x34' + chr(1553 - 1504), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110000) + chr(0b101 + 0o57), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(53) + '\065', 14768 - 14760), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(1418 - 1369) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\066' + chr(2028 - 1975), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(1433 - 1384) + chr(52) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b11100 + 0o25) + chr(0b101001 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6205 - 6094) + chr(0b110011) + chr(1360 - 1306) + chr(55), 19916 - 19908), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\062' + chr(0b110111 + 0o0), 8), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b110010) + chr(0b11110 + 0o30) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(2081 - 1970) + '\061' + chr(0b10110 + 0o35) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11001 + 0o126) + '\062' + chr(55) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(11169 - 11058) + chr(1163 - 1113) + chr(0b11010 + 0o26) + chr(0b101110 + 0o4), 0b1000), ehT0Px3KOsy9(chr(1340 - 1292) + '\157' + chr(0b110000 + 0o3) + chr(0b110000) + chr(1494 - 1441), 0o10), ehT0Px3KOsy9(chr(175 - 127) + chr(8984 - 8873) + chr(262 - 212) + '\x32' + chr(0b100110 + 0o13), 17905 - 17897), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o4) + chr(0b110101) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(5036 - 4925) + chr(0b110001) + chr(1560 - 1509) + chr(0b110010), 21229 - 21221), ehT0Px3KOsy9('\060' + chr(111) + chr(53) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + '\x32' + chr(0b101011 + 0o12) + chr(1943 - 1888), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b110111) + chr(0b1110 + 0o47), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110000) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1775 - 1727) + chr(111) + chr(0b110011) + '\x30' + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b10011 + 0o42) + chr(69 - 21), 0b1000), ehT0Px3KOsy9(chr(1479 - 1431) + '\x6f' + '\062' + '\060' + chr(48), 8), ehT0Px3KOsy9(chr(1476 - 1428) + chr(111) + chr(53) + '\065', 8), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\067' + '\x33', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o30) + chr(0b101 + 0o53), 52602 - 52594)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e'), chr(100) + chr(0b1100 + 0o131) + chr(99) + '\157' + chr(100) + chr(101))(chr(0b1110101) + '\164' + '\x66' + chr(271 - 226) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LpsZofHHU3aP(oVre8I6UXc3b, tcOADu9A2HE7, nauYfLglTpcb):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\xa0\xeb\xee[\xc0\x14\x81\xc2\xe4\x99\t'), chr(100) + '\145' + chr(0b1100011) + '\157' + '\x64' + chr(0b110011 + 0o62))(chr(0b1110000 + 0o5) + chr(0b100010 + 0o122) + chr(0b1011 + 0o133) + chr(46 - 1) + '\x38')) == kcCBRWN1iVp9:
return xafqLlk3kkUe(KNx0Ujaz9UM0(huxdhKh3ROMj, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x92\xd1\xbb}\xe8\x1b\x90\xca\xf3\xc17{\x111\xd9'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(8661 - 8544) + chr(0b1011011 + 0o31) + '\146' + '\055' + chr(56)))(tcOADu9A2HE7, nauYfLglTpcb)
return xafqLlk3kkUe(tcOADu9A2HE7[ehT0Px3KOsy9(chr(48) + '\157' + '\x30', ord("\x08"))].data, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x9e\xcd\xa3k\xd4\x16\x8d\xc4\xc9'), chr(100) + chr(8879 - 8778) + '\143' + '\157' + chr(100) + chr(0b111000 + 0o55))(chr(0b110001 + 0o104) + chr(0b111001 + 0o73) + chr(102) + chr(0b101101) + chr(0b100000 + 0o30)))(nauYfLglTpcb) |
quantopian/zipline | zipline/utils/input_validation.py | verify_indices_all_unique | def verify_indices_all_unique(obj):
"""
Check that all axes of a pandas object are unique.
Parameters
----------
obj : pd.Series / pd.DataFrame / pd.Panel
The object to validate.
Returns
-------
obj : pd.Series / pd.DataFrame / pd.Panel
The validated object, unchanged.
Raises
------
ValueError
If any axis has duplicate entries.
"""
axis_names = [
('index',), # Series
('index', 'columns'), # DataFrame
('items', 'major_axis', 'minor_axis') # Panel
][obj.ndim - 1] # ndim = 1 should go to entry 0,
for axis_name, index in zip(axis_names, obj.axes):
if index.is_unique:
continue
raise ValueError(
"Duplicate entries in {type}.{axis}: {dupes}.".format(
type=type(obj).__name__,
axis=axis_name,
dupes=sorted(index[index.duplicated()]),
)
)
return obj | python | def verify_indices_all_unique(obj):
"""
Check that all axes of a pandas object are unique.
Parameters
----------
obj : pd.Series / pd.DataFrame / pd.Panel
The object to validate.
Returns
-------
obj : pd.Series / pd.DataFrame / pd.Panel
The validated object, unchanged.
Raises
------
ValueError
If any axis has duplicate entries.
"""
axis_names = [
('index',), # Series
('index', 'columns'), # DataFrame
('items', 'major_axis', 'minor_axis') # Panel
][obj.ndim - 1] # ndim = 1 should go to entry 0,
for axis_name, index in zip(axis_names, obj.axes):
if index.is_unique:
continue
raise ValueError(
"Duplicate entries in {type}.{axis}: {dupes}.".format(
type=type(obj).__name__,
axis=axis_name,
dupes=sorted(index[index.duplicated()]),
)
)
return obj | [
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Parameters
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The object to validate.
Returns
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obj : pd.Series / pd.DataFrame / pd.Panel
The validated object, unchanged.
Raises
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ValueError
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"unique",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L50-L86 | train | Checks that all axes of a pandas object are unique. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100110 + 0o16), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110011) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(8207 - 8096) + chr(1862 - 1811) + '\x36' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1439 - 1388) + chr(2189 - 2137) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(0b100101 + 0o15) + chr(1164 - 1112) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1441 - 1393) + '\x6f' + chr(0b110011) + '\065' + '\x36', 26577 - 26569), ehT0Px3KOsy9(chr(1996 - 1948) + '\157' + chr(504 - 451) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1884 - 1773) + chr(0b100 + 0o55) + '\x36' + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\066' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x36' + chr(703 - 650), 8), ehT0Px3KOsy9(chr(48) + chr(10547 - 10436) + chr(0b11011 + 0o30) + '\064' + chr(0b10010 + 0o44), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(2031 - 1983), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\062' + '\065', 16603 - 16595), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o51) + chr(2236 - 2183), 0b1000), ehT0Px3KOsy9('\x30' + chr(5866 - 5755) + chr(49) + chr(1045 - 997), 31290 - 31282), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2373 - 2322) + '\x32' + chr(55), 42273 - 42265), ehT0Px3KOsy9(chr(806 - 758) + chr(4979 - 4868) + '\061' + '\062' + '\065', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110100) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b1110 + 0o47) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(754 - 702) + chr(0b110001 + 0o1), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110110) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(1466 - 1418) + chr(0b1100010 + 0o15) + '\x35' + chr(0b100100 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\x33' + '\061' + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\063' + chr(0b11 + 0o56), 13584 - 13576), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\x32' + chr(0b110011) + chr(0b1110 + 0o51), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(250 - 201) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9(chr(1854 - 1806) + chr(0b1001111 + 0o40) + chr(0b10011 + 0o37) + '\065' + chr(0b101010 + 0o13), 0b1000), ehT0Px3KOsy9(chr(1824 - 1776) + '\157' + chr(1022 - 971) + chr(0b110001) + chr(54), 27878 - 27870), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10011 + 0o36) + chr(53) + '\060', 50799 - 50791), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(55) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x37' + chr(279 - 225), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1048 - 997) + chr(1842 - 1791) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1699 - 1650) + '\062' + chr(0b110010 + 0o5), 23298 - 23290), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(2255 - 2200) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b1 + 0o60) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11920 - 11809) + chr(49) + chr(0b110111) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1001011 + 0o44) + '\x32' + chr(0b11000 + 0o31) + chr(0b1010 + 0o50), 23852 - 23844), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(778 - 727) + chr(0b101101 + 0o5) + chr(0b110011), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(228 - 180) + '\x6f' + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'*'), chr(6828 - 6728) + chr(3386 - 3285) + chr(99) + chr(111) + chr(0b1100100) + '\145')('\x75' + chr(0b110111 + 0o75) + chr(102) + chr(0b1010 + 0o43) + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HOLr9BfuGt4A(mDuDykdz0pcm):
ag2FFreAmZQb = [(xafqLlk3kkUe(SXOLrMavuUCe(b'm\xf1\x94\x84\xd8'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(100) + '\x65')(chr(117) + '\164' + '\146' + chr(0b101101) + '\070'),), (xafqLlk3kkUe(SXOLrMavuUCe(b'm\xf1\x94\x84\xd8'), chr(0b1010101 + 0o17) + '\x65' + chr(0b1000111 + 0o34) + chr(10268 - 10157) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\146' + '\055' + chr(1940 - 1884)), xafqLlk3kkUe(SXOLrMavuUCe(b'g\xf0\x9c\x94\xcd\x80Y'), chr(3462 - 3362) + chr(101) + '\143' + '\157' + chr(100) + chr(9640 - 9539))('\x75' + chr(116) + chr(102) + '\x2d' + chr(56))), (xafqLlk3kkUe(SXOLrMavuUCe(b'm\xeb\x95\x8c\xd3'), chr(100) + chr(0b1100101) + chr(0b101000 + 0o73) + '\x6f' + chr(100) + '\x65')('\x75' + '\x74' + chr(102) + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'i\xfe\x9a\x8e\xd2\xb1K\tX\xc6'), chr(1899 - 1799) + chr(0b111000 + 0o55) + chr(280 - 181) + chr(11372 - 11261) + chr(3303 - 3203) + '\x65')(chr(0b1110101) + chr(0b1010011 + 0o41) + chr(8440 - 8338) + chr(1525 - 1480) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'i\xf6\x9e\x8e\xd2\xb1K\tX\xc6'), chr(100) + chr(0b111111 + 0o46) + '\143' + '\x6f' + chr(6292 - 6192) + chr(7795 - 7694))(chr(6311 - 6194) + '\164' + chr(0b11100 + 0o112) + chr(45) + chr(0b100 + 0o64)))][mDuDykdz0pcm.gompHBiTsfJT - ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + chr(0b1011 + 0o46), ord("\x08"))]
for (PzVCH8ss4s9e, XdowRbJKZWL9) in pZ0NK2y6HRbn(ag2FFreAmZQb, xafqLlk3kkUe(mDuDykdz0pcm, xafqLlk3kkUe(SXOLrMavuUCe(b'c\xd5\xc3\xb5\xc2\x86\\\x07[\x8d\xe7\x93'), '\x64' + chr(0b10111 + 0o116) + '\143' + '\x6f' + chr(4681 - 4581) + '\145')(chr(0b10011 + 0o142) + chr(116) + '\146' + chr(0b101101 + 0o0) + '\x38'))):
if xafqLlk3kkUe(XdowRbJKZWL9, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xec\xaf\x94\xce\x87[\x04T'), chr(0b1000111 + 0o35) + '\x65' + '\x63' + '\x6f' + chr(0b1100000 + 0o4) + '\145')(chr(7263 - 7146) + chr(0b1011010 + 0o32) + chr(0b1011011 + 0o13) + chr(0b10001 + 0o34) + chr(1466 - 1410))):
continue
raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"@\xea\x80\x8d\xc9\x8dK\x05T\x95\xd0\x88l'tm\xa4u\x0b\x82\x02\xc8[\xb3\xa9\xfa2\xb2\xd6\xaf\x10\xd0\xcd\xa1m\x9b3\x1d\xff\xa3a\xec\x8d\xcf"), '\x64' + '\145' + '\x63' + chr(0b1101111) + chr(100) + chr(6158 - 6057))('\x75' + chr(116) + '\146' + chr(0b1110 + 0o37) + chr(0b101110 + 0o12)), xafqLlk3kkUe(SXOLrMavuUCe(b'R\xab\x82\x8e\xe8\x8fyBa\xc5\xd0\x8c'), chr(0b1100011 + 0o1) + chr(0b1100101) + chr(714 - 615) + chr(7342 - 7231) + '\144' + '\145')(chr(0b110110 + 0o77) + chr(116) + '\x66' + chr(531 - 486) + chr(56)))(type=xafqLlk3kkUe(wmQmyeWBmUpv(mDuDykdz0pcm), xafqLlk3kkUe(SXOLrMavuUCe(b'C\xfd\x95\x8b\x94\x81p\x00z\xf9\xf4\xd0'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(3998 - 3887) + chr(5504 - 5404) + chr(101))('\165' + chr(0b1110100 + 0o0) + chr(0b111 + 0o137) + '\x2d' + '\x38')), axis=PzVCH8ss4s9e, dupes=vUlqIvNSaRMa(XdowRbJKZWL9[xafqLlk3kkUe(XdowRbJKZWL9, xafqLlk3kkUe(SXOLrMavuUCe(b'`\xea\x80\x8d\xc9\x8dK\x05T\xd1'), chr(0b111 + 0o135) + chr(0b0 + 0o145) + '\143' + chr(111) + '\144' + '\145')(chr(0b1110101) + '\164' + chr(2340 - 2238) + '\x2d' + chr(484 - 428)))()])))
return mDuDykdz0pcm |
quantopian/zipline | zipline/utils/input_validation.py | optionally | def optionally(preprocessor):
"""Modify a preprocessor to explicitly allow `None`.
Parameters
----------
preprocessor : callable[callable, str, any -> any]
A preprocessor to delegate to when `arg is not None`.
Returns
-------
optional_preprocessor : callable[callable, str, any -> any]
A preprocessor that delegates to `preprocessor` when `arg is not None`.
Examples
--------
>>> def preprocessor(func, argname, arg):
... if not isinstance(arg, int):
... raise TypeError('arg must be int')
... return arg
...
>>> @preprocess(a=optionally(preprocessor))
... def f(a):
... return a
...
>>> f(1) # call with int
1
>>> f('a') # call with not int
Traceback (most recent call last):
...
TypeError: arg must be int
>>> f(None) is None # call with explicit None
True
"""
@wraps(preprocessor)
def wrapper(func, argname, arg):
return arg if arg is None else preprocessor(func, argname, arg)
return wrapper | python | def optionally(preprocessor):
"""Modify a preprocessor to explicitly allow `None`.
Parameters
----------
preprocessor : callable[callable, str, any -> any]
A preprocessor to delegate to when `arg is not None`.
Returns
-------
optional_preprocessor : callable[callable, str, any -> any]
A preprocessor that delegates to `preprocessor` when `arg is not None`.
Examples
--------
>>> def preprocessor(func, argname, arg):
... if not isinstance(arg, int):
... raise TypeError('arg must be int')
... return arg
...
>>> @preprocess(a=optionally(preprocessor))
... def f(a):
... return a
...
>>> f(1) # call with int
1
>>> f('a') # call with not int
Traceback (most recent call last):
...
TypeError: arg must be int
>>> f(None) is None # call with explicit None
True
"""
@wraps(preprocessor)
def wrapper(func, argname, arg):
return arg if arg is None else preprocessor(func, argname, arg)
return wrapper | [
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----------
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A preprocessor to delegate to when `arg is not None`.
Returns
-------
optional_preprocessor : callable[callable, str, any -> any]
A preprocessor that delegates to `preprocessor` when `arg is not None`.
Examples
--------
>>> def preprocessor(func, argname, arg):
... if not isinstance(arg, int):
... raise TypeError('arg must be int')
... return arg
...
>>> @preprocess(a=optionally(preprocessor))
... def f(a):
... return a
...
>>> f(1) # call with int
1
>>> f('a') # call with not int
Traceback (most recent call last):
...
TypeError: arg must be int
>>> f(None) is None # call with explicit None
True | [
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"None",
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L89-L126 | train | Modify a preprocessor to allow None. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(10771 - 10660) + chr(0b110001) + chr(0b110110), 13397 - 13389), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\x34' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b101111 + 0o4) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1106 - 1057) + chr(382 - 332), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(51), 49366 - 49358), ehT0Px3KOsy9(chr(48) + chr(0b1101101 + 0o2) + chr(1433 - 1383) + chr(2444 - 2393) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\065' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + '\x31' + chr(0b110010) + chr(0b110001 + 0o0), 8729 - 8721), ehT0Px3KOsy9(chr(1734 - 1686) + chr(111) + chr(51) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1387 - 1339) + chr(111) + chr(0b110011) + chr(0b100101 + 0o21) + '\x37', 0o10), ehT0Px3KOsy9(chr(1532 - 1484) + chr(6081 - 5970) + chr(0b0 + 0o63) + chr(52) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1001011 + 0o44) + chr(0b11000 + 0o32) + chr(0b110010) + chr(0b1110 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(217 - 166) + chr(0b100100 + 0o20) + '\067', 36071 - 36063), ehT0Px3KOsy9('\060' + chr(7189 - 7078) + chr(0b10100 + 0o35) + '\x36' + chr(407 - 356), ord("\x08")), ehT0Px3KOsy9(chr(609 - 561) + '\157' + '\063' + chr(0b1101 + 0o45) + chr(2501 - 2449), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5603 - 5492) + '\063' + chr(816 - 762) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + chr(50), 33047 - 33039), ehT0Px3KOsy9(chr(116 - 68) + chr(0b100101 + 0o112) + '\067' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(194 - 83) + '\x31' + chr(0b1111 + 0o50), 62715 - 62707), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110101), 45843 - 45835), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(49) + chr(2396 - 2347), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x37' + chr(2410 - 2357), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11111 + 0o25) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b10111 + 0o130) + chr(50) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(529 - 481) + chr(111) + '\x33' + chr(1602 - 1554) + chr(1062 - 1011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(1898 - 1850) + chr(0b11101 + 0o30), 31654 - 31646), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + '\x32' + chr(0b110010) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(54) + '\x35', 0o10), ehT0Px3KOsy9(chr(466 - 418) + '\x6f' + chr(0b11101 + 0o24) + chr(0b110010) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(54) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100001 + 0o21) + '\x31' + chr(0b1111 + 0o44), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1101 + 0o46) + '\066' + chr(0b100101 + 0o17), 679 - 671), ehT0Px3KOsy9(chr(827 - 779) + '\x6f' + '\x36' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110100) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110011) + chr(0b110010), 20699 - 20691), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(1232 - 1179), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(49) + '\x33' + '\061', 50535 - 50527), ehT0Px3KOsy9(chr(1040 - 992) + chr(0b1001111 + 0o40) + chr(0b110010) + chr(0b1001 + 0o56) + chr(2013 - 1964), 0b1000), ehT0Px3KOsy9('\060' + chr(11078 - 10967) + chr(874 - 825) + '\x36' + chr(53), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o44) + chr(0b101010 + 0o10) + chr(0b110110 + 0o0), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b' '), '\144' + '\x65' + '\x63' + '\x6f' + chr(100) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def BgYDnXoKIrEL(TnpnR_tnb9yE):
@cUOaMZfY2Ho1(TnpnR_tnb9yE)
def WW5T3xxdlUaG(EzOtJ3kbK5x4, ugZDRzWzTXdH, LTE9MPUbqSos):
return LTE9MPUbqSos if LTE9MPUbqSos is None else TnpnR_tnb9yE(EzOtJ3kbK5x4, ugZDRzWzTXdH, LTE9MPUbqSos)
return WW5T3xxdlUaG |
quantopian/zipline | zipline/utils/input_validation.py | ensure_dtype | def ensure_dtype(func, argname, arg):
"""
Argument preprocessor that converts the input into a numpy dtype.
Examples
--------
>>> import numpy as np
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(dtype=ensure_dtype)
... def foo(dtype):
... return dtype
...
>>> foo(float)
dtype('float64')
"""
try:
return dtype(arg)
except TypeError:
raise TypeError(
"{func}() couldn't convert argument "
"{argname}={arg!r} to a numpy dtype.".format(
func=_qualified_name(func),
argname=argname,
arg=arg,
),
) | python | def ensure_dtype(func, argname, arg):
"""
Argument preprocessor that converts the input into a numpy dtype.
Examples
--------
>>> import numpy as np
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(dtype=ensure_dtype)
... def foo(dtype):
... return dtype
...
>>> foo(float)
dtype('float64')
"""
try:
return dtype(arg)
except TypeError:
raise TypeError(
"{func}() couldn't convert argument "
"{argname}={arg!r} to a numpy dtype.".format(
func=_qualified_name(func),
argname=argname,
arg=arg,
),
) | [
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Examples
--------
>>> import numpy as np
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(dtype=ensure_dtype)
... def foo(dtype):
... return dtype
...
>>> foo(float)
dtype('float64') | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L143-L168 | train | Ensures that the input is a numpy dtype. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b101000 + 0o11) + chr(0b110100) + chr(1782 - 1733), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(1794 - 1739) + chr(52), 11485 - 11477), ehT0Px3KOsy9(chr(0b110000) + chr(8686 - 8575) + chr(0b110010) + chr(0b11110 + 0o30) + chr(49), 32547 - 32539), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(895 - 845) + '\062', 35011 - 35003), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1100 + 0o45) + '\x32' + chr(54), 44432 - 44424), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(49) + chr(0b101011 + 0o12) + chr(554 - 503), ord("\x08")), ehT0Px3KOsy9(chr(925 - 877) + chr(111) + chr(1136 - 1085) + chr(0b11110 + 0o27) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(1194 - 1145) + chr(50) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(2125 - 2072) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(2253 - 2202) + chr(1440 - 1392) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1000111 + 0o50) + '\x31' + '\061' + chr(1033 - 985), 64707 - 64699), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\x31' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + '\067' + chr(788 - 739), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o47) + chr(0b110100) + chr(1874 - 1826), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b100 + 0o55) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\061' + chr(1980 - 1929) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2170 - 2121) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11001 + 0o30) + chr(0b10100 + 0o36) + chr(0b11001 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\062' + chr(0b110110), 1742 - 1734), ehT0Px3KOsy9(chr(1044 - 996) + '\157' + chr(0b100111 + 0o12) + '\x33' + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11100 + 0o26) + '\061' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2385 - 2274) + chr(51) + chr(1297 - 1245) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000), 21158 - 21150), ehT0Px3KOsy9(chr(2250 - 2202) + chr(3624 - 3513) + '\062' + '\060' + '\x30', 0o10), ehT0Px3KOsy9(chr(2055 - 2007) + '\157' + chr(50) + chr(55) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b110001 + 0o76) + '\067' + chr(2500 - 2449), 1306 - 1298), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + chr(0b1110 + 0o47) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(1349 - 1294), ord("\x08")), ehT0Px3KOsy9(chr(2284 - 2236) + '\x6f' + '\063' + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110011) + chr(2379 - 2329), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + '\x32' + '\063' + chr(0b11 + 0o64), 64873 - 64865), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(50) + chr(52) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(1277 - 1166) + chr(600 - 551) + '\x33' + '\x36', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\066' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + '\062' + '\x32' + chr(0b101110 + 0o11), 8978 - 8970), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(50) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + '\x31' + chr(0b110100) + chr(0b11100 + 0o27), 47543 - 47535), ehT0Px3KOsy9(chr(616 - 568) + chr(0b1101111) + chr(0b101110 + 0o5) + chr(0b110100), 64339 - 64331), ehT0Px3KOsy9(chr(615 - 567) + chr(0b1101111) + chr(50) + chr(50) + '\x36', 51288 - 51280)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2080 - 2027) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'O'), '\144' + chr(8439 - 8338) + chr(0b1100011) + chr(0b1101111) + chr(9434 - 9334) + chr(0b1100101))(chr(117) + chr(0b10 + 0o162) + '\x66' + chr(45) + chr(225 - 169)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CnPA6AcxSflq(EzOtJ3kbK5x4, ugZDRzWzTXdH, LTE9MPUbqSos):
try:
return jSV9IKnemH7K(LTE9MPUbqSos)
except sznFqDbNBHlx:
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"\x1aZ\xc4\xfc5\x16\xc6|\x8a\xa3'\xb8U\xc4\xe2y~q\xb54\xe3`\x82r\xf4\x9aZZxl\xb7\xfa\xcd*\x16\xecp\x11{\xf8\x00Q\xd4\xefk\x10\x8f'\xcd\xe1:\xb0\x19\xd4\xe3~kq\xb8.\xe0f\x9e \xe4\xceBXz7"), '\x64' + chr(0b1000101 + 0o40) + chr(0b1100011) + chr(111) + '\x64' + chr(0b101101 + 0o70))('\x75' + chr(0b1110100) + '\146' + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'7\x08\xc3\xfd\x1e\n\xbdf\xfa\xb0-\xa7'), chr(0b1100100) + chr(3949 - 3848) + '\x63' + chr(0b1000010 + 0o55) + chr(3438 - 3338) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(56)))(func=QkMArDBQZWaB(EzOtJ3kbK5x4), argname=ugZDRzWzTXdH, arg=LTE9MPUbqSos)) |
quantopian/zipline | zipline/utils/input_validation.py | ensure_timezone | def ensure_timezone(func, argname, arg):
"""Argument preprocessor that converts the input into a tzinfo object.
Examples
--------
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(tz=ensure_timezone)
... def foo(tz):
... return tz
>>> foo('utc')
<UTC>
"""
if isinstance(arg, tzinfo):
return arg
if isinstance(arg, string_types):
return timezone(arg)
raise TypeError(
"{func}() couldn't convert argument "
"{argname}={arg!r} to a timezone.".format(
func=_qualified_name(func),
argname=argname,
arg=arg,
),
) | python | def ensure_timezone(func, argname, arg):
"""Argument preprocessor that converts the input into a tzinfo object.
Examples
--------
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(tz=ensure_timezone)
... def foo(tz):
... return tz
>>> foo('utc')
<UTC>
"""
if isinstance(arg, tzinfo):
return arg
if isinstance(arg, string_types):
return timezone(arg)
raise TypeError(
"{func}() couldn't convert argument "
"{argname}={arg!r} to a timezone.".format(
func=_qualified_name(func),
argname=argname,
arg=arg,
),
) | [
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] | Argument preprocessor that converts the input into a tzinfo object.
Examples
--------
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(tz=ensure_timezone)
... def foo(tz):
... return tz
>>> foo('utc')
<UTC> | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L171-L195 | train | Argument preprocessor that converts the input into a tzinfo object. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1124 - 1076) + chr(710 - 599) + '\x33' + '\x36' + chr(0b110001 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(2022 - 1971) + '\067' + chr(0b110101), 60597 - 60589), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(0b10001 + 0o42) + '\x34' + chr(0b1011 + 0o52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1092 - 1041) + chr(51) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7854 - 7743) + chr(55 - 6) + chr(0b110111) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(9322 - 9211) + '\x34' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(0b110001 + 0o0) + chr(0b110100) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o24) + '\064' + chr(0b101011 + 0o6), 54889 - 54881), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b11101 + 0o23) + chr(0b110010 + 0o5), 22150 - 22142), ehT0Px3KOsy9('\060' + '\x6f' + chr(312 - 262) + chr(0b110011) + chr(0b1010 + 0o53), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(2284 - 2173) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(0b110010) + chr(0b111 + 0o56) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(742 - 694) + chr(0b1101111) + chr(0b110010) + chr(0b11001 + 0o30) + chr(1515 - 1467), 0b1000), ehT0Px3KOsy9(chr(509 - 461) + chr(0b10010 + 0o135) + chr(1178 - 1129) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(816 - 766) + chr(0b10010 + 0o43), 0o10), ehT0Px3KOsy9('\x30' + chr(405 - 294) + '\x31' + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110000) + chr(1242 - 1188), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11110 + 0o121) + '\x31' + chr(55) + '\065', 0o10), ehT0Px3KOsy9(chr(773 - 725) + chr(0b11101 + 0o122) + chr(49) + '\x36' + '\x35', 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b11101 + 0o122) + '\061' + chr(50) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b100111 + 0o12) + chr(0b110100 + 0o1), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + '\061' + chr(0b11111 + 0o24) + chr(1830 - 1780), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1523 - 1472) + '\x36' + chr(1014 - 959), 40797 - 40789), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2303 - 2252) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(2292 - 2244) + chr(111) + chr(0b101 + 0o53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + chr(956 - 905) + '\063' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b11011 + 0o124) + '\x31' + '\x33' + chr(1080 - 1027), 27407 - 27399), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(9811 - 9700) + '\x33' + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(463 - 415) + chr(111) + '\x32' + chr(243 - 194) + chr(55 - 6), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1169 - 1058) + chr(50) + '\062' + chr(0b11100 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(546 - 496) + chr(372 - 320) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110011) + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x35', 8), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(51) + chr(0b110110) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(7202 - 7091) + chr(0b110100) + chr(941 - 888), 21941 - 21933), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001 + 0o5) + chr(2421 - 2366), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\063' + chr(0b11101 + 0o27) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8359 - 8248) + chr(49) + chr(0b1011 + 0o52) + chr(0b110011), 55705 - 55697)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + chr(0b10111 + 0o36) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc'), chr(0b101100 + 0o70) + '\145' + chr(5316 - 5217) + chr(0b1111 + 0o140) + chr(0b1100100) + '\x65')(chr(117) + chr(0b1000111 + 0o55) + chr(0b1000000 + 0o46) + chr(0b101101) + chr(3010 - 2954)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def RSaLFbdRX0df(EzOtJ3kbK5x4, ugZDRzWzTXdH, LTE9MPUbqSos):
if PlSM16l2KDPD(LTE9MPUbqSos, q6HlEik6pC59):
return LTE9MPUbqSos
if PlSM16l2KDPD(LTE9MPUbqSos, sInLJQno9SRQ):
return PqrDAjkPTUN_(LTE9MPUbqSos)
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x9b\x90\xb7\x1b]N\xc8&$\xf2v\xc7\xecd\xf2\x01f\x1e\x1a8{?d\x83>a\xa9:\x9a\xe4\xf1\xce\xaa-\x88DE\x87\x05\x93\x90\x80\xa4E[\x07\x93af\xef~\x8b\xfce\xf5\x14f\t\x1c;h y\x99{.'), '\x64' + '\145' + '\x63' + chr(0b1101111) + chr(8677 - 8577) + chr(0b1100101))('\165' + '\x74' + chr(0b1100110) + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xc9\x97\xb60A5\xd2V7\xf8i'), chr(0b1100100) + '\145' + '\143' + '\x6f' + chr(9404 - 9304) + chr(0b11 + 0o142))(chr(117) + '\x74' + chr(102) + chr(1564 - 1519) + '\x38'))(func=QkMArDBQZWaB(EzOtJ3kbK5x4), argname=ugZDRzWzTXdH, arg=LTE9MPUbqSos)) |
quantopian/zipline | zipline/utils/input_validation.py | ensure_timestamp | def ensure_timestamp(func, argname, arg):
"""Argument preprocessor that converts the input into a pandas Timestamp
object.
Examples
--------
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(ts=ensure_timestamp)
... def foo(ts):
... return ts
>>> foo('2014-01-01')
Timestamp('2014-01-01 00:00:00')
"""
try:
return pd.Timestamp(arg)
except ValueError as e:
raise TypeError(
"{func}() couldn't convert argument "
"{argname}={arg!r} to a pandas Timestamp.\n"
"Original error was: {t}: {e}".format(
func=_qualified_name(func),
argname=argname,
arg=arg,
t=_qualified_name(type(e)),
e=e,
),
) | python | def ensure_timestamp(func, argname, arg):
"""Argument preprocessor that converts the input into a pandas Timestamp
object.
Examples
--------
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(ts=ensure_timestamp)
... def foo(ts):
... return ts
>>> foo('2014-01-01')
Timestamp('2014-01-01 00:00:00')
"""
try:
return pd.Timestamp(arg)
except ValueError as e:
raise TypeError(
"{func}() couldn't convert argument "
"{argname}={arg!r} to a pandas Timestamp.\n"
"Original error was: {t}: {e}".format(
func=_qualified_name(func),
argname=argname,
arg=arg,
t=_qualified_name(type(e)),
e=e,
),
) | [
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object.
Examples
--------
>>> from zipline.utils.preprocess import preprocess
>>> @preprocess(ts=ensure_timestamp)
... def foo(ts):
... return ts
>>> foo('2014-01-01')
Timestamp('2014-01-01 00:00:00') | [
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"object",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L198-L224 | train | Argument preprocessor that converts the input into a pandas Timestamp object. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + '\061' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101111 + 0o3) + chr(54) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(2233 - 2185) + chr(10692 - 10581) + chr(0b111 + 0o53) + '\x36' + chr(0b110101), 53108 - 53100), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\064' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + '\x33' + '\x30' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1065 - 1017) + '\157' + chr(1338 - 1287) + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + chr(49) + chr(489 - 434) + '\065', 27325 - 27317), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x37' + '\x37', 0o10), ehT0Px3KOsy9(chr(307 - 259) + chr(111) + chr(0b110011) + chr(53) + chr(1645 - 1596), 242 - 234), ehT0Px3KOsy9(chr(0b110000) + chr(7911 - 7800) + '\x32' + '\x31' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b11000 + 0o30) + chr(0b1110 + 0o47), 40810 - 40802), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(49) + chr(50) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b10110 + 0o32) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x37' + chr(1955 - 1903), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(51) + chr(1832 - 1781) + chr(50), 9502 - 9494), ehT0Px3KOsy9('\x30' + chr(111) + chr(52) + chr(0b101 + 0o57), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\061' + '\x30' + chr(1908 - 1858), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + chr(0b11000 + 0o32) + '\065', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + chr(0b100001 + 0o21) + chr(0b1000 + 0o51) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110001) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1001 + 0o146) + chr(0b0 + 0o62) + chr(0b101001 + 0o7), 14292 - 14284), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2447 - 2397) + chr(52) + chr(1087 - 1032), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110000) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b101100 + 0o4) + chr(0b10111 + 0o34), 0b1000), ehT0Px3KOsy9(chr(134 - 86) + chr(0b1101111) + chr(50) + chr(78 - 26) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(0b10001 + 0o40) + '\x34' + chr(0b101000 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(0b110011) + chr(0b11110 + 0o24) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\065' + chr(50), 22960 - 22952), ehT0Px3KOsy9('\060' + chr(111) + chr(1456 - 1403) + chr(0b101010 + 0o7), 0o10), ehT0Px3KOsy9('\060' + chr(0b10111 + 0o130) + chr(0b110001) + chr(0b1010 + 0o55) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101101 + 0o2) + chr(0b101110 + 0o11) + chr(51), 7013 - 7005), ehT0Px3KOsy9(chr(793 - 745) + chr(165 - 54) + '\062' + '\067' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b10000 + 0o43) + '\x36' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\x31' + chr(53), 19375 - 19367), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\063' + chr(0b1111 + 0o50) + '\061', 49360 - 49352), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + '\x33' + chr(0b101010 + 0o14) + chr(2025 - 1971), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101011 + 0o4) + chr(1489 - 1440) + '\x34' + chr(1487 - 1438), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(8672 - 8561) + '\062' + chr(0b110100) + '\x33', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(676 - 623) + chr(1763 - 1715), 45281 - 45273)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'&'), chr(7995 - 7895) + '\x65' + chr(5195 - 5096) + chr(0b1101111) + chr(6066 - 5966) + chr(3449 - 3348))('\165' + chr(116) + '\x66' + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def wI0UnXRwqYsX(EzOtJ3kbK5x4, ugZDRzWzTXdH, LTE9MPUbqSos):
try:
return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\\\xdd\xd8\xc5\xb3\xac\x1cc\x8f'), chr(0b11101 + 0o107) + chr(2548 - 2447) + chr(0b1100011) + chr(0b1111 + 0o140) + chr(0b1100100) + '\x65')(chr(117) + '\x74' + chr(1303 - 1201) + '\055' + chr(0b1001 + 0o57)))(LTE9MPUbqSos)
except q1QCh3W88sgk as GlnVAPeT6CUe:
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"s\xd2\xc0\xce\xa3\xa5U'\xdf\x8a\xe5\xb0:!R\xfdPbv?\xe3\xffu\xd5\xb2\xa3\xc2\x15\xb0\x1fD\x1cU\xce\xd6v\x98\x84\x06\xcdi\xd9\xd0\xdd\xfd\xa3\x1c|\x98\xc8\xf8\xb8v1S\xfaEbe1\xe3\xedq\xd4\xe6\xd7\xca\n\xb2\x19]\x18V\xca\xd8\x07\xb6\x84\x08\xc4a\xda\xd4\xcc\xe0\xbd\x0f|\x90\x9b\xaa\xb276\x06\xfa_6hj\xad\xf2u\xda"), chr(100) + '\x65' + '\x63' + chr(0b1101111) + chr(4082 - 3982) + chr(0b10010 + 0o123))(chr(1700 - 1583) + chr(0b1000011 + 0o61) + '\146' + chr(1004 - 959) + chr(135 - 79)), xafqLlk3kkUe(SXOLrMavuUCe(b'^\x80\xc7\xcf\x88\xb9.=\xaf\x99\xef\xaf'), '\144' + chr(2253 - 2152) + chr(99) + '\x6f' + chr(0b10 + 0o142) + '\145')(chr(12585 - 12468) + chr(10886 - 10770) + '\x66' + '\x2d' + chr(0b111000)))(func=QkMArDBQZWaB(EzOtJ3kbK5x4), argname=ugZDRzWzTXdH, arg=LTE9MPUbqSos, t=QkMArDBQZWaB(wmQmyeWBmUpv(GlnVAPeT6CUe)), e=GlnVAPeT6CUe)) |
quantopian/zipline | zipline/utils/input_validation.py | expect_dtypes | def expect_dtypes(__funcname=_qualified_name, **named):
"""
Preprocessing decorator that verifies inputs have expected numpy dtypes.
Examples
--------
>>> from numpy import dtype, arange, int8, float64
>>> @expect_dtypes(x=dtype(int8))
... def foo(x, y):
... return x, y
...
>>> foo(arange(3, dtype=int8), 'foo')
(array([0, 1, 2], dtype=int8), 'foo')
>>> foo(arange(3, dtype=float64), 'foo') # doctest: +NORMALIZE_WHITESPACE
... # doctest: +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a value with dtype 'int8' for argument 'x',
but got 'float64' instead.
"""
for name, type_ in iteritems(named):
if not isinstance(type_, (dtype, tuple)):
raise TypeError(
"expect_dtypes() expected a numpy dtype or tuple of dtypes"
" for argument {name!r}, but got {dtype} instead.".format(
name=name, dtype=dtype,
)
)
if isinstance(__funcname, str):
def get_funcname(_):
return __funcname
else:
get_funcname = __funcname
@preprocess(dtypes=call(lambda x: x if isinstance(x, tuple) else (x,)))
def _expect_dtype(dtypes):
"""
Factory for dtype-checking functions that work with the @preprocess
decorator.
"""
def error_message(func, argname, value):
# If the bad value has a dtype, but it's wrong, show the dtype
# name. Otherwise just show the value.
try:
value_to_show = value.dtype.name
except AttributeError:
value_to_show = value
return (
"{funcname}() expected a value with dtype {dtype_str} "
"for argument {argname!r}, but got {value!r} instead."
).format(
funcname=get_funcname(func),
dtype_str=' or '.join(repr(d.name) for d in dtypes),
argname=argname,
value=value_to_show,
)
def _actual_preprocessor(func, argname, argvalue):
if getattr(argvalue, 'dtype', object()) not in dtypes:
raise TypeError(error_message(func, argname, argvalue))
return argvalue
return _actual_preprocessor
return preprocess(**valmap(_expect_dtype, named)) | python | def expect_dtypes(__funcname=_qualified_name, **named):
"""
Preprocessing decorator that verifies inputs have expected numpy dtypes.
Examples
--------
>>> from numpy import dtype, arange, int8, float64
>>> @expect_dtypes(x=dtype(int8))
... def foo(x, y):
... return x, y
...
>>> foo(arange(3, dtype=int8), 'foo')
(array([0, 1, 2], dtype=int8), 'foo')
>>> foo(arange(3, dtype=float64), 'foo') # doctest: +NORMALIZE_WHITESPACE
... # doctest: +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a value with dtype 'int8' for argument 'x',
but got 'float64' instead.
"""
for name, type_ in iteritems(named):
if not isinstance(type_, (dtype, tuple)):
raise TypeError(
"expect_dtypes() expected a numpy dtype or tuple of dtypes"
" for argument {name!r}, but got {dtype} instead.".format(
name=name, dtype=dtype,
)
)
if isinstance(__funcname, str):
def get_funcname(_):
return __funcname
else:
get_funcname = __funcname
@preprocess(dtypes=call(lambda x: x if isinstance(x, tuple) else (x,)))
def _expect_dtype(dtypes):
"""
Factory for dtype-checking functions that work with the @preprocess
decorator.
"""
def error_message(func, argname, value):
# If the bad value has a dtype, but it's wrong, show the dtype
# name. Otherwise just show the value.
try:
value_to_show = value.dtype.name
except AttributeError:
value_to_show = value
return (
"{funcname}() expected a value with dtype {dtype_str} "
"for argument {argname!r}, but got {value!r} instead."
).format(
funcname=get_funcname(func),
dtype_str=' or '.join(repr(d.name) for d in dtypes),
argname=argname,
value=value_to_show,
)
def _actual_preprocessor(func, argname, argvalue):
if getattr(argvalue, 'dtype', object()) not in dtypes:
raise TypeError(error_message(func, argname, argvalue))
return argvalue
return _actual_preprocessor
return preprocess(**valmap(_expect_dtype, named)) | [
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] | Preprocessing decorator that verifies inputs have expected numpy dtypes.
Examples
--------
>>> from numpy import dtype, arange, int8, float64
>>> @expect_dtypes(x=dtype(int8))
... def foo(x, y):
... return x, y
...
>>> foo(arange(3, dtype=int8), 'foo')
(array([0, 1, 2], dtype=int8), 'foo')
>>> foo(arange(3, dtype=float64), 'foo') # doctest: +NORMALIZE_WHITESPACE
... # doctest: +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a value with dtype 'int8' for argument 'x',
but got 'float64' instead. | [
"Preprocessing",
"decorator",
"that",
"verifies",
"inputs",
"have",
"expected",
"numpy",
"dtypes",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L227-L292 | train | Decorator that verifies inputs have expected numpy dtypes. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + '\065' + chr(0b110 + 0o61), 0b1000), ehT0Px3KOsy9(chr(639 - 591) + '\157' + '\066' + chr(0b10111 + 0o32), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(0b1101 + 0o45) + chr(0b1001 + 0o52) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1011001 + 0o26) + '\x32' + chr(53) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8673 - 8562) + chr(55) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + '\063' + chr(51) + chr(409 - 354), 0b1000), ehT0Px3KOsy9(chr(48) + chr(227 - 116) + '\063' + chr(1887 - 1838) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(6677 - 6566) + '\x31' + chr(2576 - 2524) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(1284 - 1236) + chr(111) + chr(0b100111 + 0o14) + chr(0b11001 + 0o30) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + chr(1409 - 1360) + '\062' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + '\061' + chr(48) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(1407 - 1296) + '\061' + '\060' + chr(0b0 + 0o62), 7418 - 7410), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b11 + 0o55) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b101010 + 0o6), 33375 - 33367), ehT0Px3KOsy9(chr(787 - 739) + chr(111) + '\063' + chr(1940 - 1885) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(372 - 261) + chr(0b110010) + chr(2544 - 2490) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(11815 - 11704) + chr(0b110001) + '\066' + chr(1671 - 1616), 0b1000), ehT0Px3KOsy9(chr(1101 - 1053) + chr(111) + '\x31' + chr(51) + chr(0b1010 + 0o54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(139 - 88) + chr(2165 - 2117) + chr(0b0 + 0o67), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(508 - 459) + chr(54) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(1520 - 1471) + '\061' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110011) + '\x31' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101101 + 0o10) + chr(0b10001 + 0o42), 0b1000), ehT0Px3KOsy9('\060' + chr(2576 - 2465) + chr(50) + '\060' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + '\065' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b11000 + 0o31) + chr(0b110011) + chr(0b110100), 24420 - 24412), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110000), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(439 - 390) + '\062' + chr(49), 38484 - 38476), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\061' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(1158 - 1047) + '\063' + chr(363 - 309) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(539 - 489) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(1142 - 1091) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(921 - 871) + '\x37' + '\066', 51948 - 51940), ehT0Px3KOsy9(chr(48) + chr(0b1011010 + 0o25) + '\x36' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(404 - 356) + '\065', 44208 - 44200), ehT0Px3KOsy9('\060' + chr(234 - 123) + '\064' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + chr(2353 - 2300) + chr(725 - 676), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100 + 0o56) + '\061' + chr(0b110010), 3731 - 3723), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b100010 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110111) + chr(788 - 739), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b110101) + chr(0b1001 + 0o47), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x01'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(3005 - 2905) + chr(6612 - 6511))('\165' + chr(7653 - 7537) + '\146' + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def i5OZc7pF_zTV(IFAdxvTWcaEq=QkMArDBQZWaB, **TZU92PRfn91_):
for (AIvJRzLdDfgF, wglhj4WQZuCT) in WYXqUHkBa2Bx(TZU92PRfn91_):
if not PlSM16l2KDPD(wglhj4WQZuCT, (jSV9IKnemH7K, KNyTy8rYcwji)):
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"JI\xec\xc9X\xab\x94\x03\xbe+0'\xf10\xd1\x90\x12&\xb7\x17+\xbaN\xe7\t=8?\xba\x9f\xe1\xe1\x9eW\xb1XY\xef=\x96]\x11\xe8\xd9K\xb3\xaeG\xa54`&\xf6a\x88\xd5\x04~\xa1\x1d:\xeeJ\xf1N)u4\xa1\x86\xb1\xe3\xd0R\xa8D\x08\xf8`\xd5\x0fS\xe9\xd8\x1b\xb8\xa4\x13\xea)$6\xfbh\x9d\xcdW7\xa9\x01<\xabJ\xe7\x07"), chr(0b10000 + 0o124) + chr(101) + '\143' + chr(846 - 735) + chr(100) + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'y\x05\xee\xc3s\xbe\x98T\x9a"%('), chr(100) + '\x65' + chr(99) + '\157' + chr(2750 - 2650) + '\145')(chr(0b1001111 + 0o46) + '\164' + chr(0b1100110) + '\055' + chr(56)))(name=AIvJRzLdDfgF, dtype=jSV9IKnemH7K))
if PlSM16l2KDPD(IFAdxvTWcaEq, M8_cKLkHVB2V):
def CjDlnrsRd2dK(VNGQdHSFPrso):
return IFAdxvTWcaEq
else:
CjDlnrsRd2dK = IFAdxvTWcaEq
@n8IJXbSueTJV(dtypes=yty8SpL8o6wD(lambda OeWW0F1dBPRQ: OeWW0F1dBPRQ if PlSM16l2KDPD(OeWW0F1dBPRQ, KNyTy8rYcwji) else (OeWW0F1dBPRQ,)))
def P57pE6m9m3e6(povqwBfbr44M):
def RACuGzVUu2U8(EzOtJ3kbK5x4, ugZDRzWzTXdH, QmmgWUB13VCJ):
try:
Kqsf7cytIOFf = QmmgWUB13VCJ.dtype.AIvJRzLdDfgF
except sHOWSIAKtU58:
Kqsf7cytIOFf = QmmgWUB13VCJ
return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'TW\xe9\xc2X\xb1\xaa\n\xaf/hk\xa2}\x80\xc0\x12=\xb3\x17,\xeeJ\xa3_=t$\xaa\xd2\xe6\xf1\xca[\xe5E]\xf3m\x9c\x0fJ\xf8\xd8B\xaf\xae8\xb9&2?\xa2~\x97\xc2W?\xb5\x15=\xa3N\xed]|c0\xbd\x95\xff\xf9\xd3V\xe4ST\xa6=\x9bZE\xbc\xcbT\xab\xeb\x1c\xbc3,7\xe79\x8a\xcdW7\xa9\x01<\xabJ\xe7\x07'), chr(7593 - 7493) + chr(0b101101 + 0o70) + chr(0b111100 + 0o47) + chr(0b1011010 + 0o25) + '\x64' + '\145')('\x75' + '\164' + chr(102) + chr(0b100000 + 0o15) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'y\x05\xee\xc3s\xbe\x98T\x9a"%('), chr(0b1100100) + '\x65' + '\143' + '\157' + chr(0b101001 + 0o73) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100 + 0o132) + chr(0b101000 + 0o5) + '\070'))(funcname=CjDlnrsRd2dK(EzOtJ3kbK5x4), dtype_str=xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f^\xee\x8c'), '\144' + chr(8956 - 8855) + chr(0b1010011 + 0o20) + chr(0b1101111) + chr(100) + '\145')(chr(2638 - 2521) + chr(0b1001111 + 0o45) + chr(1028 - 926) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'p^\xcb\xf4A\xab\x9d)\xa4#\x08\x04'), chr(100) + '\x65' + chr(0b110100 + 0o57) + '\157' + chr(0b1100100) + '\x65')(chr(603 - 486) + chr(4641 - 4525) + chr(0b1100110) + '\055' + '\070'))((S6hV9M2g7fO0(xafqLlk3kkUe(pd3lxn9vqWxp, xafqLlk3kkUe(SXOLrMavuUCe(b"nx\xea\xe6i\xa5\x87\x03\x8e4'\x04"), '\x64' + '\145' + chr(1473 - 1374) + chr(111) + chr(100) + chr(0b111011 + 0o52))('\x75' + chr(116) + '\146' + chr(45) + '\070'))) for pd3lxn9vqWxp in povqwBfbr44M)), argname=ugZDRzWzTXdH, value=Kqsf7cytIOFf)
def svCEc3G89mML(EzOtJ3kbK5x4, ugZDRzWzTXdH, xAispbOrGnWb):
if xafqLlk3kkUe(xAispbOrGnWb, xafqLlk3kkUe(SXOLrMavuUCe(b'KE\xe5\xdc^'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + '\146' + chr(0b101101) + '\070'), sR_24x3xd4bh()) not in povqwBfbr44M:
raise sznFqDbNBHlx(RACuGzVUu2U8(EzOtJ3kbK5x4, ugZDRzWzTXdH, xAispbOrGnWb))
return xAispbOrGnWb
return svCEc3G89mML
return n8IJXbSueTJV(**Qq6y5_ALSMuY(P57pE6m9m3e6, TZU92PRfn91_)) |
quantopian/zipline | zipline/utils/input_validation.py | expect_kinds | def expect_kinds(**named):
"""
Preprocessing decorator that verifies inputs have expected dtype kinds.
Examples
--------
>>> from numpy import int64, int32, float32
>>> @expect_kinds(x='i')
... def foo(x):
... return x
...
>>> foo(int64(2))
2
>>> foo(int32(2))
2
>>> foo(float32(2)) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a numpy object of kind 'i' for argument 'x',
but got 'f' instead.
"""
for name, kind in iteritems(named):
if not isinstance(kind, (str, tuple)):
raise TypeError(
"expect_dtype_kinds() expected a string or tuple of strings"
" for argument {name!r}, but got {kind} instead.".format(
name=name, kind=dtype,
)
)
@preprocess(kinds=call(lambda x: x if isinstance(x, tuple) else (x,)))
def _expect_kind(kinds):
"""
Factory for kind-checking functions that work the @preprocess
decorator.
"""
def error_message(func, argname, value):
# If the bad value has a dtype, but it's wrong, show the dtype
# kind. Otherwise just show the value.
try:
value_to_show = value.dtype.kind
except AttributeError:
value_to_show = value
return (
"{funcname}() expected a numpy object of kind {kinds} "
"for argument {argname!r}, but got {value!r} instead."
).format(
funcname=_qualified_name(func),
kinds=' or '.join(map(repr, kinds)),
argname=argname,
value=value_to_show,
)
def _actual_preprocessor(func, argname, argvalue):
if getattrs(argvalue, ('dtype', 'kind'), object()) not in kinds:
raise TypeError(error_message(func, argname, argvalue))
return argvalue
return _actual_preprocessor
return preprocess(**valmap(_expect_kind, named)) | python | def expect_kinds(**named):
"""
Preprocessing decorator that verifies inputs have expected dtype kinds.
Examples
--------
>>> from numpy import int64, int32, float32
>>> @expect_kinds(x='i')
... def foo(x):
... return x
...
>>> foo(int64(2))
2
>>> foo(int32(2))
2
>>> foo(float32(2)) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a numpy object of kind 'i' for argument 'x',
but got 'f' instead.
"""
for name, kind in iteritems(named):
if not isinstance(kind, (str, tuple)):
raise TypeError(
"expect_dtype_kinds() expected a string or tuple of strings"
" for argument {name!r}, but got {kind} instead.".format(
name=name, kind=dtype,
)
)
@preprocess(kinds=call(lambda x: x if isinstance(x, tuple) else (x,)))
def _expect_kind(kinds):
"""
Factory for kind-checking functions that work the @preprocess
decorator.
"""
def error_message(func, argname, value):
# If the bad value has a dtype, but it's wrong, show the dtype
# kind. Otherwise just show the value.
try:
value_to_show = value.dtype.kind
except AttributeError:
value_to_show = value
return (
"{funcname}() expected a numpy object of kind {kinds} "
"for argument {argname!r}, but got {value!r} instead."
).format(
funcname=_qualified_name(func),
kinds=' or '.join(map(repr, kinds)),
argname=argname,
value=value_to_show,
)
def _actual_preprocessor(func, argname, argvalue):
if getattrs(argvalue, ('dtype', 'kind'), object()) not in kinds:
raise TypeError(error_message(func, argname, argvalue))
return argvalue
return _actual_preprocessor
return preprocess(**valmap(_expect_kind, named)) | [
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] | Preprocessing decorator that verifies inputs have expected dtype kinds.
Examples
--------
>>> from numpy import int64, int32, float32
>>> @expect_kinds(x='i')
... def foo(x):
... return x
...
>>> foo(int64(2))
2
>>> foo(int32(2))
2
>>> foo(float32(2)) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a numpy object of kind 'i' for argument 'x',
but got 'f' instead. | [
"Preprocessing",
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L295-L355 | train | Decorator that verifies inputs have expected dtype kinds. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(517 - 468) + chr(1572 - 1521) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b101000 + 0o107) + chr(2089 - 2038) + chr(0b110010), 65178 - 65170), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b100100 + 0o113) + chr(0b11011 + 0o26) + '\x31' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(0b110011) + '\061' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + '\x32' + '\062', 24234 - 24226), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b100110 + 0o14) + chr(0b11110 + 0o27) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\060' + chr(2399 - 2347), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2303 - 2252) + '\x37' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(1857 - 1806) + chr(2528 - 2473), 343 - 335), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + '\063' + '\x30' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\060' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110000) + chr(0b1100 + 0o52), 0o10), ehT0Px3KOsy9(chr(823 - 775) + '\x6f' + chr(0b110011) + chr(52) + chr(0b10 + 0o64), 0b1000), ehT0Px3KOsy9(chr(1164 - 1116) + chr(0b1101111) + chr(1294 - 1243) + chr(0b1001 + 0o53) + chr(54), 8), ehT0Px3KOsy9('\060' + chr(6363 - 6252) + chr(0b110011) + chr(0b10110 + 0o35) + chr(1196 - 1145), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(792 - 742) + '\063' + '\067', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(501 - 452) + chr(0b101111 + 0o3) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1980 - 1932) + chr(9133 - 9022) + '\x32' + '\x30' + chr(2148 - 2097), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b101100 + 0o5) + '\061' + chr(2493 - 2440), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110101) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110011) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(0b110001) + chr(0b110111) + chr(50), 10870 - 10862), ehT0Px3KOsy9('\x30' + chr(10671 - 10560) + chr(51) + chr(0b11110 + 0o23) + chr(0b11 + 0o61), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1415 - 1365) + chr(0b11101 + 0o32) + chr(0b10 + 0o62), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\065' + '\064', 0o10), ehT0Px3KOsy9(chr(68 - 20) + chr(10168 - 10057) + '\x31' + chr(48), 10357 - 10349), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\063' + '\065', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(52) + chr(0b1011 + 0o52), 0o10), ehT0Px3KOsy9(chr(481 - 433) + '\x6f' + '\061' + chr(0b111 + 0o60) + chr(0b10110 + 0o35), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101111 + 0o4) + chr(81 - 33) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101101 + 0o5) + chr(53) + chr(48), 56076 - 56068), ehT0Px3KOsy9(chr(842 - 794) + '\x6f' + '\x32' + chr(0b110 + 0o61) + chr(55), 24124 - 24116), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\x33' + chr(50), 8), ehT0Px3KOsy9(chr(48) + chr(10075 - 9964) + chr(0b110001) + chr(0b1111 + 0o42) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(438 - 384) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(54) + '\065', 48106 - 48098), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\x31' + chr(54) + '\061', 38947 - 38939), ehT0Px3KOsy9(chr(513 - 465) + chr(4317 - 4206) + '\066' + chr(50), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b's'), '\x64' + chr(0b100101 + 0o100) + chr(99) + chr(111) + chr(100) + chr(0b1011 + 0o132))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(45) + chr(0b100101 + 0o23)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def a43UPuK5VO0a(**TZU92PRfn91_):
for (AIvJRzLdDfgF, el8JiuKFoeai) in WYXqUHkBa2Bx(TZU92PRfn91_):
if not PlSM16l2KDPD(el8JiuKFoeai, (M8_cKLkHVB2V, KNyTy8rYcwji)):
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'8b=\xa9q\xda\x1b\x9c\xeb\xba\xf2#\xb9\x8d\xb2\xf14\xf0e\x07M?\x02\xbc\xd9\x0f|8\x81[\xa2\x88\xccs("\x1c\xd2Q]/:9\xb9b\xc2!\xd8\xf0\xa5\xa25\x92\x94\xb2\xf17\xf0mH\x02(Z\xad\xce\x0b}0\x80\x15\xb7\x88\xc4i;&\x17\x94\x03Oq:/\xb9f\x8e#\x97\xeb\xe3\xf9-\x8f\x88\xbf\xe2p\xea#]\x19?\x1b\xa8\x92'), chr(100) + '\x65' + chr(0b111110 + 0o45) + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(0b101 + 0o157) + '\146' + chr(0b101101) + chr(0b100010 + 0o26)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b.?\xa3Z\xcf\x17\xcb\xcf\xb3\xe7,'), chr(4586 - 4486) + chr(0b1100101) + '\x63' + chr(9339 - 9228) + '\144' + chr(3200 - 3099))('\x75' + chr(0b1110100) + chr(4179 - 4077) + '\x2d' + chr(0b10 + 0o66)))(name=AIvJRzLdDfgF, kind=jSV9IKnemH7K))
@n8IJXbSueTJV(kinds=yty8SpL8o6wD(lambda OeWW0F1dBPRQ: OeWW0F1dBPRQ if PlSM16l2KDPD(OeWW0F1dBPRQ, KNyTy8rYcwji) else (OeWW0F1dBPRQ,)))
def nfRnbKQ3qvOY(deTKmlCBZ4cX):
def RACuGzVUu2U8(EzOtJ3kbK5x4, ugZDRzWzTXdH, QmmgWUB13VCJ):
try:
Kqsf7cytIOFf = QmmgWUB13VCJ.dtype.kind
except sHOWSIAKtU58:
Kqsf7cytIOFf = QmmgWUB13VCJ
return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'&|8\xa2q\xc0%\x95\xfa\xbe\xaao\xc6\x83\xa3\xef5\xe09K\tz\x1b\xec\xd2\x19e-\x9c[\xac\xca\xd5b9?R\xda\x17\x126s#\xa82\xd5/\x91\xf1\xa7\xf1;\xc6\x80\xb4\xedp\xe2?I\x187\x1f\xa2\xc8Ls<\x97\x1c\xad\xc9\xd2b{9\x0f\x99QP(nm\xab}\xdad\x83\xe9\xa2\xee3\x83\xc7\xa9\xe2p\xea#]\x19?\x1b\xa8\x92'), chr(0b1100100) + chr(0b1100101) + chr(6690 - 6591) + '\157' + '\x64' + '\x65')(chr(0b1110101) + '\x74' + '\x66' + chr(0b1000 + 0o45) + chr(0b1010 + 0o56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b.?\xa3Z\xcf\x17\xcb\xcf\xb3\xe7,'), chr(547 - 447) + chr(0b111100 + 0o51) + chr(0b1100011) + '\157' + '\144' + '\145')(chr(117) + '\x74' + chr(1188 - 1086) + '\055' + '\070'))(funcname=QkMArDBQZWaB(EzOtJ3kbK5x4), kinds=xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'}u?\xec'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(0b1100100) + chr(2611 - 2510))('\165' + chr(116) + chr(0b100100 + 0o102) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x02u\x1a\x94h\xda\x12\xb6\xf1\xb2\xca\x00'), '\144' + '\145' + chr(99) + chr(5248 - 5137) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(116) + chr(815 - 713) + chr(0b101101) + chr(0b11110 + 0o32)))(abA97kOQKaLo(S6hV9M2g7fO0, deTKmlCBZ4cX)), argname=ugZDRzWzTXdH, value=Kqsf7cytIOFf)
def svCEc3G89mML(EzOtJ3kbK5x4, ugZDRzWzTXdH, xAispbOrGnWb):
if xjYOM3EDdlRi(xAispbOrGnWb, (xafqLlk3kkUe(SXOLrMavuUCe(b'9n4\xbcw'), chr(100) + chr(3759 - 3658) + chr(99) + '\157' + chr(0b11100 + 0o110) + chr(0b1100101))(chr(0b1110010 + 0o3) + chr(0b1110100) + chr(556 - 454) + chr(0b11000 + 0o25) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'6s#\xa8'), chr(0b10101 + 0o117) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(101))(chr(0b1011 + 0o152) + '\x74' + '\x66' + chr(747 - 702) + chr(1708 - 1652))), sR_24x3xd4bh()) not in deTKmlCBZ4cX:
raise sznFqDbNBHlx(RACuGzVUu2U8(EzOtJ3kbK5x4, ugZDRzWzTXdH, xAispbOrGnWb))
return xAispbOrGnWb
return svCEc3G89mML
return n8IJXbSueTJV(**Qq6y5_ALSMuY(nfRnbKQ3qvOY, TZU92PRfn91_)) |
quantopian/zipline | zipline/utils/input_validation.py | expect_types | def expect_types(__funcname=_qualified_name, **named):
"""
Preprocessing decorator that verifies inputs have expected types.
Examples
--------
>>> @expect_types(x=int, y=str)
... def foo(x, y):
... return x, y
...
>>> foo(2, '3')
(2, '3')
>>> foo(2.0, '3') # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a value of type int for argument 'x',
but got float instead.
Notes
-----
A special argument, __funcname, can be provided as a string to override the
function name shown in error messages. This is most often used on __init__
or __new__ methods to make errors refer to the class name instead of the
function name.
"""
for name, type_ in iteritems(named):
if not isinstance(type_, (type, tuple)):
raise TypeError(
"expect_types() expected a type or tuple of types for "
"argument '{name}', but got {type_} instead.".format(
name=name, type_=type_,
)
)
def _expect_type(type_):
# Slightly different messages for type and tuple of types.
_template = (
"%(funcname)s() expected a value of type {type_or_types} "
"for argument '%(argname)s', but got %(actual)s instead."
)
if isinstance(type_, tuple):
template = _template.format(
type_or_types=' or '.join(map(_qualified_name, type_))
)
else:
template = _template.format(type_or_types=_qualified_name(type_))
return make_check(
exc_type=TypeError,
template=template,
pred=lambda v: not isinstance(v, type_),
actual=compose(_qualified_name, type),
funcname=__funcname,
)
return preprocess(**valmap(_expect_type, named)) | python | def expect_types(__funcname=_qualified_name, **named):
"""
Preprocessing decorator that verifies inputs have expected types.
Examples
--------
>>> @expect_types(x=int, y=str)
... def foo(x, y):
... return x, y
...
>>> foo(2, '3')
(2, '3')
>>> foo(2.0, '3') # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a value of type int for argument 'x',
but got float instead.
Notes
-----
A special argument, __funcname, can be provided as a string to override the
function name shown in error messages. This is most often used on __init__
or __new__ methods to make errors refer to the class name instead of the
function name.
"""
for name, type_ in iteritems(named):
if not isinstance(type_, (type, tuple)):
raise TypeError(
"expect_types() expected a type or tuple of types for "
"argument '{name}', but got {type_} instead.".format(
name=name, type_=type_,
)
)
def _expect_type(type_):
# Slightly different messages for type and tuple of types.
_template = (
"%(funcname)s() expected a value of type {type_or_types} "
"for argument '%(argname)s', but got %(actual)s instead."
)
if isinstance(type_, tuple):
template = _template.format(
type_or_types=' or '.join(map(_qualified_name, type_))
)
else:
template = _template.format(type_or_types=_qualified_name(type_))
return make_check(
exc_type=TypeError,
template=template,
pred=lambda v: not isinstance(v, type_),
actual=compose(_qualified_name, type),
funcname=__funcname,
)
return preprocess(**valmap(_expect_type, named)) | [
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] | Preprocessing decorator that verifies inputs have expected types.
Examples
--------
>>> @expect_types(x=int, y=str)
... def foo(x, y):
... return x, y
...
>>> foo(2, '3')
(2, '3')
>>> foo(2.0, '3') # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
TypeError: ...foo() expected a value of type int for argument 'x',
but got float instead.
Notes
-----
A special argument, __funcname, can be provided as a string to override the
function name shown in error messages. This is most often used on __init__
or __new__ methods to make errors refer to the class name instead of the
function name. | [
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"decorator",
"that",
"verifies",
"inputs",
"have",
"expected",
"types",
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L358-L413 | train | Decorator that verifies inputs have expected types. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\x35' + '\x35', 0b1000), ehT0Px3KOsy9(chr(274 - 226) + chr(111) + chr(0b11011 + 0o30) + '\x32' + '\x32', 22246 - 22238), ehT0Px3KOsy9('\x30' + '\157' + '\067' + chr(0b110101 + 0o2), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(52) + chr(0b100011 + 0o24), 1469 - 1461), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(54) + chr(1316 - 1262), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(4381 - 4270) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1487 - 1439) + chr(6495 - 6384) + chr(0b110100) + chr(270 - 218), 62307 - 62299), ehT0Px3KOsy9(chr(2267 - 2219) + '\157' + chr(49) + '\061' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1482 - 1371) + chr(54) + chr(0b10111 + 0o33), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\064' + chr(2393 - 2344), 9981 - 9973), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(1223 - 1168), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5824 - 5713) + '\061' + chr(50) + '\x36', 0o10), ehT0Px3KOsy9(chr(1216 - 1168) + chr(0b10011 + 0o134) + chr(921 - 871) + chr(49), 0o10), ehT0Px3KOsy9(chr(1947 - 1899) + chr(111) + '\063' + chr(844 - 791), 0b1000), ehT0Px3KOsy9(chr(2239 - 2191) + chr(111) + '\x33' + '\067' + chr(2588 - 2535), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(85 - 35) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(4314 - 4203) + '\x32' + chr(52) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\063' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x35' + chr(0b110001), 56768 - 56760), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b100010 + 0o16) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9394 - 9283) + chr(51) + '\064' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(0b110010) + '\x34' + chr(159 - 111), 8), ehT0Px3KOsy9('\060' + chr(1805 - 1694) + chr(0b10110 + 0o35) + chr(0b110000 + 0o3) + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x36' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101011 + 0o7) + chr(0b110111) + chr(0b100 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7977 - 7866) + '\x33' + '\x31' + chr(0b100110 + 0o14), 37037 - 37029), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1400 - 1352) + chr(0b10010 + 0o135) + '\x37' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b11101 + 0o25) + chr(0b100 + 0o62), 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + '\063' + '\063' + '\063', 23330 - 23322), ehT0Px3KOsy9(chr(279 - 231) + '\157' + chr(0b1010 + 0o47) + '\062' + chr(0b11001 + 0o30), 0o10), ehT0Px3KOsy9(chr(1648 - 1600) + chr(111) + '\x33' + '\062' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(212 - 101) + chr(1113 - 1062) + '\061', 56421 - 56413), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1000010 + 0o55) + chr(0b101010 + 0o10) + chr(0b110000) + '\x30', 8), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + chr(0b11111 + 0o23) + chr(0b1010 + 0o55) + '\060', 28353 - 28345), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(64 - 15) + chr(1067 - 1017), 38907 - 38899), ehT0Px3KOsy9('\060' + chr(4075 - 3964) + chr(1057 - 1008) + chr(0b10010 + 0o44) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(664 - 612) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + chr(0b110011) + chr(1687 - 1632) + chr(0b10100 + 0o43), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(0b100001 + 0o24) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x83'), chr(0b1100100) + chr(0b1 + 0o144) + chr(99) + '\x6f' + chr(2893 - 2793) + chr(0b1100101))(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b1111 + 0o51)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def obOQD7sBMltb(IFAdxvTWcaEq=QkMArDBQZWaB, **TZU92PRfn91_):
for (AIvJRzLdDfgF, wglhj4WQZuCT) in WYXqUHkBa2Bx(TZU92PRfn91_):
if not PlSM16l2KDPD(wglhj4WQZuCT, (wmQmyeWBmUpv, KNyTy8rYcwji)):
raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xaaO\xc2Uw{;K\x11b%94\xdd0\xd8\xeb\xcc\xe3\x93\xc5\xbc\x14\xdf\xeaq@&\xbeq\xb8\xb09\xf4\xcdz\x1e\x80\xdf\xc2\xb4\x1f\xd3OsA<\x12\x07h$1|\x8f2\xd5\xf6\xcc\xee\x93\x80\xffO\xd0\xabh\\+\xfc}\xf7\xa0l\xf4\x98m\x1d\x91\xdf\xd6\xa6F\xd7S\\Yo[\x0ft"t|\x99{'), '\x64' + '\145' + chr(0b1100011) + chr(2364 - 2253) + chr(210 - 110) + '\x65')('\x75' + chr(0b1110100) + '\x66' + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\xe6M\xc8~bw|b\x11b<'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + '\x65')(chr(117) + '\x74' + '\146' + '\x2d' + chr(0b101 + 0o63)))(name=AIvJRzLdDfgF, type_=wglhj4WQZuCT))
def SiE3T_0OMitW(wglhj4WQZuCT):
RSDnMBp8cd7w = xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xfaY\xd2X`J._\x04.%94\xdd0\xd8\xeb\xcc\xe3\x93\xc5\xbc\x14\xdf\xeasX:\xae4\xf7\xad\x7f\xa0\xccs\x02\x80\xdf\xd6\xa6F\xd7S\\K=m\x15~&tn\x80u\xc6\xf4\xdb\xa0\x86\xd2\xbfA\xd3\xafkMv\xfct\xff\xa3k\xe7\xd6k\x1f\x80\xd6\xde\xf5\x13\x87TvPoU\x0esv45\x9c6\xd4\xee\xc8\xec\xce\xd3\xf8]\xd0\xb9q\\7\xbf\x7f'), chr(0b1010001 + 0o23) + chr(2198 - 2097) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')('\x75' + '\164' + '\146' + chr(0b11101 + 0o20) + '\x38')
if PlSM16l2KDPD(wglhj4WQZuCT, KNyTy8rYcwji):
jJBnSHEgylNZ = RSDnMBp8cd7w.V4roHaS3Ppej(type_or_types=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\xbdM\x87'), chr(100) + chr(0b1100101) + chr(2837 - 2738) + chr(111) + '\144' + chr(0b1100101))('\x75' + chr(116) + chr(102) + chr(262 - 217) + chr(56))._oWXztVNnqHF(abA97kOQKaLo(QkMArDBQZWaB, wglhj4WQZuCT)))
else:
jJBnSHEgylNZ = RSDnMBp8cd7w.V4roHaS3Ppej(type_or_types=QkMArDBQZWaB(wglhj4WQZuCT))
return DasB9ZQFa2lG(exc_type=sznFqDbNBHlx, template=jJBnSHEgylNZ, pred=lambda cMbll0QYhULo: not PlSM16l2KDPD(cMbll0QYhULo, wglhj4WQZuCT), actual=Rftjbk89X7_V(QkMArDBQZWaB, wmQmyeWBmUpv), funcname=IFAdxvTWcaEq)
return n8IJXbSueTJV(**Qq6y5_ALSMuY(SiE3T_0OMitW, TZU92PRfn91_)) |
quantopian/zipline | zipline/utils/input_validation.py | make_check | def make_check(exc_type, template, pred, actual, funcname):
"""
Factory for making preprocessing functions that check a predicate on the
input value.
Parameters
----------
exc_type : Exception
The exception type to raise if the predicate fails.
template : str
A template string to use to create error messages.
Should have %-style named template parameters for 'funcname',
'argname', and 'actual'.
pred : function[object -> bool]
A function to call on the argument being preprocessed. If the
predicate returns `True`, we raise an instance of `exc_type`.
actual : function[object -> object]
A function to call on bad values to produce the value to display in the
error message.
funcname : str or callable
Name to use in error messages, or function to call on decorated
functions to produce a name. Passing an explicit name is useful when
creating checks for __init__ or __new__ methods when you want the error
to refer to the class name instead of the method name.
"""
if isinstance(funcname, str):
def get_funcname(_):
return funcname
else:
get_funcname = funcname
def _check(func, argname, argvalue):
if pred(argvalue):
raise exc_type(
template % {
'funcname': get_funcname(func),
'argname': argname,
'actual': actual(argvalue),
},
)
return argvalue
return _check | python | def make_check(exc_type, template, pred, actual, funcname):
"""
Factory for making preprocessing functions that check a predicate on the
input value.
Parameters
----------
exc_type : Exception
The exception type to raise if the predicate fails.
template : str
A template string to use to create error messages.
Should have %-style named template parameters for 'funcname',
'argname', and 'actual'.
pred : function[object -> bool]
A function to call on the argument being preprocessed. If the
predicate returns `True`, we raise an instance of `exc_type`.
actual : function[object -> object]
A function to call on bad values to produce the value to display in the
error message.
funcname : str or callable
Name to use in error messages, or function to call on decorated
functions to produce a name. Passing an explicit name is useful when
creating checks for __init__ or __new__ methods when you want the error
to refer to the class name instead of the method name.
"""
if isinstance(funcname, str):
def get_funcname(_):
return funcname
else:
get_funcname = funcname
def _check(func, argname, argvalue):
if pred(argvalue):
raise exc_type(
template % {
'funcname': get_funcname(func),
'argname': argname,
'actual': actual(argvalue),
},
)
return argvalue
return _check | [
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A function to call on the argument being preprocessed. If the
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A function to call on bad values to produce the value to display in the
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Name to use in error messages, or function to call on decorated
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(596 - 548) + chr(11456 - 11345) + chr(482 - 432) + chr(50) + chr(53), 23165 - 23157), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + '\x33' + chr(0b100000 + 0o20) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(49) + chr(0b110100), 19150 - 19142), ehT0Px3KOsy9('\x30' + chr(111) + chr(457 - 407) + '\x36' + chr(0b101110 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(1327 - 1279) + chr(10572 - 10461) + '\x37' + chr(322 - 273), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(1685 - 1633) + chr(54), 13907 - 13899), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\064' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(51) + chr(0b110011) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(0b110010) + '\x34' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(837 - 789) + chr(111) + '\x32' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101110 + 0o4) + chr(0b110111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + chr(2445 - 2395) + '\062' + chr(0b11001 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(11304 - 11193) + chr(0b110010) + chr(0b110011) + chr(0b1110 + 0o42), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + '\062' + '\x33' + chr(0b101101 + 0o12), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011 + 0o4) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x31' + chr(644 - 596), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1229 - 1174) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8870 - 8759) + '\063' + chr(0b110000) + '\062', 55849 - 55841), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b110101) + '\x34', 9254 - 9246), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(54) + chr(0b10010 + 0o45), 0b1000), ehT0Px3KOsy9(chr(418 - 370) + chr(5430 - 5319) + '\062' + chr(50) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(51) + chr(0b110000) + chr(55), 57963 - 57955), ehT0Px3KOsy9('\x30' + chr(10973 - 10862) + chr(0b11011 + 0o33) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(50) + chr(0b11111 + 0o21) + '\x36', 54225 - 54217), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + '\x32' + '\063' + chr(0b111 + 0o57), 9988 - 9980), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101110 + 0o5) + chr(0b11100 + 0o25) + chr(1607 - 1559), 60027 - 60019), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + chr(49) + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(1467 - 1417) + chr(48) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + chr(50) + chr(0b110111) + chr(0b100111 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3016 - 2905) + chr(0b110001) + '\x31' + chr(0b11011 + 0o32), 56651 - 56643), ehT0Px3KOsy9('\060' + chr(0b1000001 + 0o56) + chr(50) + chr(0b110101) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1824 - 1776) + '\x6f' + '\062' + chr(53) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(50) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1080 - 1028) + chr(0b10011 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(616 - 568) + '\x6f' + chr(0b11001 + 0o32) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(828 - 780) + '\x6f' + '\x31' + chr(0b10100 + 0o42) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(2470 - 2416) + chr(0b11011 + 0o34), 16326 - 16318), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\x35' + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110011) + chr(0b10001 + 0o46), 0b1000), ehT0Px3KOsy9(chr(1050 - 1002) + chr(1571 - 1460) + chr(0b101111 + 0o2) + chr(0b110 + 0o55) + chr(54), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b11100 + 0o31) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb'), '\x64' + chr(101) + chr(99) + chr(0b1101111) + chr(1911 - 1811) + chr(101))('\165' + '\164' + '\146' + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DasB9ZQFa2lG(fq4p1qwHJJ_7, jJBnSHEgylNZ, eyamnrN0elUS, wck9zjlQjd4A, mvTNeCdMlX52):
if PlSM16l2KDPD(mvTNeCdMlX52, M8_cKLkHVB2V):
def CjDlnrsRd2dK(VNGQdHSFPrso):
return mvTNeCdMlX52
else:
CjDlnrsRd2dK = mvTNeCdMlX52
def YIMbQpSwIjlq(EzOtJ3kbK5x4, ugZDRzWzTXdH, xAispbOrGnWb):
if eyamnrN0elUS(xAispbOrGnWb):
raise fq4p1qwHJJ_7(jJBnSHEgylNZ % {xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\xb1"\xd7W\x07\x8c\xbc'), chr(6411 - 6311) + chr(101) + chr(0b1100011) + chr(0b11110 + 0o121) + '\x64' + '\145')(chr(0b1110101) + chr(0b1110100) + '\146' + '\x2d' + chr(56)): CjDlnrsRd2dK(EzOtJ3kbK5x4), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\xb6+\xdaX\x0b\x84'), chr(100) + '\145' + chr(8723 - 8624) + chr(111) + chr(0b1100100) + chr(0b1100100 + 0o1))('\x75' + chr(116) + chr(0b110010 + 0o64) + '\x2d' + chr(0b10011 + 0o45)): ugZDRzWzTXdH, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\xa78\xc1X\n'), '\x64' + '\x65' + chr(2056 - 1957) + '\x6f' + '\144' + chr(0b1100101))(chr(0b110110 + 0o77) + chr(116) + chr(102) + chr(0b10011 + 0o32) + '\070'): wck9zjlQjd4A(xAispbOrGnWb)})
return xAispbOrGnWb
return YIMbQpSwIjlq |
quantopian/zipline | zipline/utils/input_validation.py | expect_element | def expect_element(__funcname=_qualified_name, **named):
"""
Preprocessing decorator that verifies inputs are elements of some
expected collection.
Examples
--------
>>> @expect_element(x=('a', 'b'))
... def foo(x):
... return x.upper()
...
>>> foo('a')
'A'
>>> foo('b')
'B'
>>> foo('c') # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value in ('a', 'b') for argument 'x',
but got 'c' instead.
Notes
-----
A special argument, __funcname, can be provided as a string to override the
function name shown in error messages. This is most often used on __init__
or __new__ methods to make errors refer to the class name instead of the
function name.
This uses the `in` operator (__contains__) to make the containment check.
This allows us to use any custom container as long as the object supports
the container protocol.
"""
def _expect_element(collection):
if isinstance(collection, (set, frozenset)):
# Special case the error message for set and frozen set to make it
# less verbose.
collection_for_error_message = tuple(sorted(collection))
else:
collection_for_error_message = collection
template = (
"%(funcname)s() expected a value in {collection} "
"for argument '%(argname)s', but got %(actual)s instead."
).format(collection=collection_for_error_message)
return make_check(
ValueError,
template,
complement(op.contains(collection)),
repr,
funcname=__funcname,
)
return preprocess(**valmap(_expect_element, named)) | python | def expect_element(__funcname=_qualified_name, **named):
"""
Preprocessing decorator that verifies inputs are elements of some
expected collection.
Examples
--------
>>> @expect_element(x=('a', 'b'))
... def foo(x):
... return x.upper()
...
>>> foo('a')
'A'
>>> foo('b')
'B'
>>> foo('c') # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value in ('a', 'b') for argument 'x',
but got 'c' instead.
Notes
-----
A special argument, __funcname, can be provided as a string to override the
function name shown in error messages. This is most often used on __init__
or __new__ methods to make errors refer to the class name instead of the
function name.
This uses the `in` operator (__contains__) to make the containment check.
This allows us to use any custom container as long as the object supports
the container protocol.
"""
def _expect_element(collection):
if isinstance(collection, (set, frozenset)):
# Special case the error message for set and frozen set to make it
# less verbose.
collection_for_error_message = tuple(sorted(collection))
else:
collection_for_error_message = collection
template = (
"%(funcname)s() expected a value in {collection} "
"for argument '%(argname)s', but got %(actual)s instead."
).format(collection=collection_for_error_message)
return make_check(
ValueError,
template,
complement(op.contains(collection)),
repr,
funcname=__funcname,
)
return preprocess(**valmap(_expect_element, named)) | [
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>>> @expect_element(x=('a', 'b'))
... def foo(x):
... return x.upper()
...
>>> foo('a')
'A'
>>> foo('b')
'B'
>>> foo('c') # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value in ('a', 'b') for argument 'x',
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Notes
-----
A special argument, __funcname, can be provided as a string to override the
function name shown in error messages. This is most often used on __init__
or __new__ methods to make errors refer to the class name instead of the
function name.
This uses the `in` operator (__contains__) to make the containment check.
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L484-L535 | train | Preprocessing decorator that verifies inputs are elements of some
expected collection. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(1610 - 1558) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1171 - 1118) + chr(0b100011 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b11101 + 0o32) + chr(1038 - 984), 0o10), ehT0Px3KOsy9(chr(509 - 461) + chr(111) + chr(0b11000 + 0o31) + '\067' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(50) + chr(53) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(52) + chr(54), 57985 - 57977), ehT0Px3KOsy9(chr(0b110000) + chr(0b100011 + 0o114) + chr(49) + chr(1279 - 1226) + chr(0b11110 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b1010 + 0o46) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(500 - 452) + '\x6f' + '\x34' + '\x36', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x31' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b110110) + chr(0b11111 + 0o23), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b1110 + 0o42) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(1270 - 1219) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\x32' + chr(0b110111) + '\x37', 36703 - 36695), ehT0Px3KOsy9(chr(48) + '\157' + chr(1625 - 1575) + chr(0b110001) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3445 - 3334) + '\x32' + chr(1048 - 995) + '\064', 50839 - 50831), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1792 - 1741) + '\x31' + '\x35', 61685 - 61677), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(49) + chr(0b110001) + chr(0b101110 + 0o5), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1703 - 1653) + '\063' + '\061', 20401 - 20393), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x32' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1297 - 1247) + '\x36' + chr(763 - 715), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b110110) + '\x30', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(790 - 740) + chr(2087 - 2039) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + '\x37' + chr(0b101001 + 0o10), 0b1000), ehT0Px3KOsy9('\x30' + chr(5072 - 4961) + chr(651 - 602) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110010) + chr(0b110100 + 0o0), 49120 - 49112), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + '\062' + '\x34' + chr(54), 64380 - 64372), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(54) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b11 + 0o57) + chr(1866 - 1816), 8), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b100011 + 0o24), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(670 - 616) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(2117 - 2062) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110 + 0o55) + chr(54) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(50) + chr(0b101110 + 0o11) + '\x34', 0b1000), ehT0Px3KOsy9(chr(843 - 795) + chr(0b110111 + 0o70) + '\061' + '\x37' + chr(0b11111 + 0o25), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110101 + 0o0) + '\061', 0b1000), ehT0Px3KOsy9(chr(1338 - 1290) + '\x6f' + chr(429 - 379) + chr(2385 - 2336) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(492 - 439) + chr(51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + chr(0b10101 + 0o40) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), '\x64' + chr(101) + chr(0b1011000 + 0o13) + chr(0b1101111) + chr(9185 - 9085) + '\x65')(chr(0b1110101) + '\164' + '\x66' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VNp0UlHJBnb7(IFAdxvTWcaEq=QkMArDBQZWaB, **TZU92PRfn91_):
def yeSYEGIXcybx(ftKNTjy9Pkr_):
if PlSM16l2KDPD(ftKNTjy9Pkr_, (MVEN8G6CxlvR, o8rvoPw8ep3k)):
PXXGbh6hvXMB = KNyTy8rYcwji(vUlqIvNSaRMa(ftKNTjy9Pkr_))
else:
PXXGbh6hvXMB = ftKNTjy9Pkr_
jJBnSHEgylNZ = xafqLlk3kkUe(SXOLrMavuUCe(b"\x81\x03\xd8\t\xc6E\x07'K+\xdb\xf1\xb2\x96\xac\xc9\xb5;\xfc\xf1\xc4\xd5\xe2\x19n\xf4\xd0\x10\xfej\x94\x9dq\x99)\xc7\x1f\xc6\xe2G\xc1H\xca\x15\xc7H\x14f@!\x80\xa2\xfb\xcd\xeb\xd9\xa0.\xf7\xe6\x90\x97\xa3\x11n\xa6\xc1\x1f\xf3r\x94\x94k\xd0%\x9c\x1e\xdc\xfa\x0b\xc3D\xca\\\x8d\x0e\x08%R;\x93\xee\xb3\xcc\xac\xc5\xa38\xed\xf7\xd1\xd4\xa8"), '\144' + '\145' + '\143' + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(0b1000010 + 0o62) + chr(102) + chr(301 - 256) + chr(56)).V4roHaS3Ppej(collection=PXXGbh6hvXMB)
return DasB9ZQFa2lG(q1QCh3W88sgk, jJBnSHEgylNZ, Q1FWXMQw5NsA(xafqLlk3kkUe(C8dAr6Ujq2Tn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7D\xd0\x08\xc9O\x075'), chr(100) + chr(0b1100101) + chr(2541 - 2442) + '\157' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(5018 - 4902) + chr(0b10001 + 0o125) + '\x2d' + chr(0b111000)))(ftKNTjy9Pkr_)), S6hV9M2g7fO0, funcname=IFAdxvTWcaEq)
return n8IJXbSueTJV(**Qq6y5_ALSMuY(yeSYEGIXcybx, TZU92PRfn91_)) |
quantopian/zipline | zipline/utils/input_validation.py | expect_bounded | def expect_bounded(__funcname=_qualified_name, **named):
"""
Preprocessing decorator verifying that inputs fall INCLUSIVELY between
bounds.
Bounds should be passed as a pair of ``(min_value, max_value)``.
``None`` may be passed as ``min_value`` or ``max_value`` to signify that
the input is only bounded above or below.
Examples
--------
>>> @expect_bounded(x=(1, 5))
... def foo(x):
... return x + 1
...
>>> foo(1)
2
>>> foo(5)
6
>>> foo(6) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value inclusively between 1 and 5 for
argument 'x', but got 6 instead.
>>> @expect_bounded(x=(2, None))
... def foo(x):
... return x
...
>>> foo(100000)
100000
>>> foo(1) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value greater than or equal to 2 for
argument 'x', but got 1 instead.
>>> @expect_bounded(x=(None, 5))
... def foo(x):
... return x
...
>>> foo(6) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value less than or equal to 5 for
argument 'x', but got 6 instead.
"""
def _make_bounded_check(bounds):
(lower, upper) = bounds
if lower is None:
def should_fail(value):
return value > upper
predicate_descr = "less than or equal to " + str(upper)
elif upper is None:
def should_fail(value):
return value < lower
predicate_descr = "greater than or equal to " + str(lower)
else:
def should_fail(value):
return not (lower <= value <= upper)
predicate_descr = "inclusively between %s and %s" % bounds
template = (
"%(funcname)s() expected a value {predicate}"
" for argument '%(argname)s', but got %(actual)s instead."
).format(predicate=predicate_descr)
return make_check(
exc_type=ValueError,
template=template,
pred=should_fail,
actual=repr,
funcname=__funcname,
)
return _expect_bounded(_make_bounded_check, __funcname=__funcname, **named) | python | def expect_bounded(__funcname=_qualified_name, **named):
"""
Preprocessing decorator verifying that inputs fall INCLUSIVELY between
bounds.
Bounds should be passed as a pair of ``(min_value, max_value)``.
``None`` may be passed as ``min_value`` or ``max_value`` to signify that
the input is only bounded above or below.
Examples
--------
>>> @expect_bounded(x=(1, 5))
... def foo(x):
... return x + 1
...
>>> foo(1)
2
>>> foo(5)
6
>>> foo(6) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value inclusively between 1 and 5 for
argument 'x', but got 6 instead.
>>> @expect_bounded(x=(2, None))
... def foo(x):
... return x
...
>>> foo(100000)
100000
>>> foo(1) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value greater than or equal to 2 for
argument 'x', but got 1 instead.
>>> @expect_bounded(x=(None, 5))
... def foo(x):
... return x
...
>>> foo(6) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value less than or equal to 5 for
argument 'x', but got 6 instead.
"""
def _make_bounded_check(bounds):
(lower, upper) = bounds
if lower is None:
def should_fail(value):
return value > upper
predicate_descr = "less than or equal to " + str(upper)
elif upper is None:
def should_fail(value):
return value < lower
predicate_descr = "greater than or equal to " + str(lower)
else:
def should_fail(value):
return not (lower <= value <= upper)
predicate_descr = "inclusively between %s and %s" % bounds
template = (
"%(funcname)s() expected a value {predicate}"
" for argument '%(argname)s', but got %(actual)s instead."
).format(predicate=predicate_descr)
return make_check(
exc_type=ValueError,
template=template,
pred=should_fail,
actual=repr,
funcname=__funcname,
)
return _expect_bounded(_make_bounded_check, __funcname=__funcname, **named) | [
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] | Preprocessing decorator verifying that inputs fall INCLUSIVELY between
bounds.
Bounds should be passed as a pair of ``(min_value, max_value)``.
``None`` may be passed as ``min_value`` or ``max_value`` to signify that
the input is only bounded above or below.
Examples
--------
>>> @expect_bounded(x=(1, 5))
... def foo(x):
... return x + 1
...
>>> foo(1)
2
>>> foo(5)
6
>>> foo(6) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value inclusively between 1 and 5 for
argument 'x', but got 6 instead.
>>> @expect_bounded(x=(2, None))
... def foo(x):
... return x
...
>>> foo(100000)
100000
>>> foo(1) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value greater than or equal to 2 for
argument 'x', but got 1 instead.
>>> @expect_bounded(x=(None, 5))
... def foo(x):
... return x
...
>>> foo(6) # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a value less than or equal to 5 for
argument 'x', but got 6 instead. | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L538-L614 | train | Decorator that verifies that the input is in the INCLUSIVELY between the two input parameters. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1057 - 1006) + chr(53) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(736 - 683) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(0b10011 + 0o40) + chr(55) + chr(0b100000 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b1 + 0o61) + chr(955 - 907) + chr(0b110001), 19680 - 19672), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(315 - 265) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(2501 - 2450) + '\065' + '\x34', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\064' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b100110 + 0o13) + chr(55) + chr(0b100100 + 0o16), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101000 + 0o11) + chr(739 - 687) + chr(1903 - 1853), 2708 - 2700), ehT0Px3KOsy9('\060' + chr(0b1011100 + 0o23) + chr(1198 - 1144), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(562 - 451) + chr(0b1110 + 0o45) + '\060' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(53) + chr(55), 0o10), ehT0Px3KOsy9(chr(127 - 79) + chr(1287 - 1176) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1049 - 999) + chr(1689 - 1634) + '\061', 57005 - 56997), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(49) + chr(0b110010) + chr(0b101101 + 0o7), 0o10), ehT0Px3KOsy9(chr(950 - 902) + '\x6f' + chr(1914 - 1864) + chr(1982 - 1928) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\x31' + chr(0b10001 + 0o44), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x30' + '\064', 16559 - 16551), ehT0Px3KOsy9(chr(1328 - 1280) + '\x6f' + chr(601 - 552) + chr(49) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2330 - 2281) + chr(0b1010 + 0o51) + chr(50), 7638 - 7630), ehT0Px3KOsy9('\x30' + '\157' + chr(1338 - 1287) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\062', 8), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(10394 - 10283) + chr(0b110010 + 0o1) + chr(0b110000) + '\065', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(11904 - 11793) + chr(0b110001) + chr(51) + chr(0b110000 + 0o5), 0b1000), ehT0Px3KOsy9(chr(951 - 903) + '\157' + chr(51) + chr(2493 - 2439) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(286 - 236) + '\063' + chr(488 - 440), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x31' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + chr(0b101100 + 0o5) + chr(0b11110 + 0o30) + chr(0b100111 + 0o13), 0b1000), ehT0Px3KOsy9(chr(794 - 746) + '\x6f' + '\x37' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x34' + chr(1118 - 1067), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1000 + 0o52) + chr(1782 - 1727) + chr(0b110110), 23621 - 23613), ehT0Px3KOsy9(chr(0b110000) + chr(1068 - 957) + chr(1546 - 1496) + chr(2115 - 2061) + chr(0b100100 + 0o15), 55468 - 55460), ehT0Px3KOsy9('\060' + '\157' + chr(0b101 + 0o56) + chr(0b110010) + chr(51), 45137 - 45129), ehT0Px3KOsy9(chr(1257 - 1209) + chr(111) + chr(49) + chr(0b110101) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000 + 0o5) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(0b110010) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b101000 + 0o12) + '\064', 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b101000 + 0o107) + '\063' + chr(49) + chr(0b11100 + 0o24), 46188 - 46180), ehT0Px3KOsy9(chr(680 - 632) + '\157' + chr(50) + '\x37' + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010 + 0o5) + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110101) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2'), chr(100) + chr(8575 - 8474) + '\x63' + chr(11337 - 11226) + chr(7220 - 7120) + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def D1EwLIZlJZnV(IFAdxvTWcaEq=QkMArDBQZWaB, **TZU92PRfn91_):
def xmTRTn5IiNJE(z9PohReQ9vtF):
(t6F5pCAWHAAS, eGnGnmaYVLPZ) = z9PohReQ9vtF
if t6F5pCAWHAAS is None:
def xEa5BznIYh8_(QmmgWUB13VCJ):
return QmmgWUB13VCJ > eGnGnmaYVLPZ
oYiLiDH6Q5dw = xafqLlk3kkUe(SXOLrMavuUCe(b'\x80N\x88\xf23\x98\xcb\x1b\x0c&\xac\xdd \xdc%\xc3l\xa8o.u:'), '\144' + '\x65' + chr(99) + '\x6f' + '\144' + '\x65')(chr(0b1110101) + '\x74' + chr(7709 - 7607) + chr(0b10011 + 0o32) + chr(0b11 + 0o65)) + M8_cKLkHVB2V(eGnGnmaYVLPZ)
elif eGnGnmaYVLPZ is None:
def xEa5BznIYh8_(QmmgWUB13VCJ):
return QmmgWUB13VCJ < t6F5pCAWHAAS
oYiLiDH6Q5dw = xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bY\x9e\xe0g\x89\xd1Z\x16n\xa2\xc1 \xd6&\x96h\xb5:;v:\xb12\xd2'), chr(100) + chr(101) + '\x63' + chr(12051 - 11940) + '\144' + '\145')('\165' + '\x74' + '\146' + chr(797 - 752) + chr(0b111000)) + M8_cKLkHVB2V(t6F5pCAWHAAS)
else:
def xEa5BznIYh8_(QmmgWUB13VCJ):
return not t6F5pCAWHAAS <= QmmgWUB13VCJ <= eGnGnmaYVLPZ
oYiLiDH6Q5dw = xafqLlk3kkUe(SXOLrMavuUCe(b'\x85E\x98\xedf\x9f\xca\x0c\x07j\xba\x8fb\xdc \xc1h\xa1!z?i\xe5<\x9c\xfc\xebWK'), chr(4355 - 4255) + chr(0b1100101) + chr(2709 - 2610) + chr(0b1101111) + chr(2679 - 2579) + chr(2094 - 1993))('\165' + chr(0b1010011 + 0o41) + chr(0b1100101 + 0o1) + '\055' + chr(56)) % z9PohReQ9vtF
jJBnSHEgylNZ = xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\x03\x9d\xf4}\x8f\xcd\x1b\x0fc\xea\xdc(\x90t\xd3u\xb4*9n\x7f\xa1}\x93\xb8\xbd\x13T\xd6\xdb\x91\xa8\x1e\\r0\xa1\xd9^\x98N\x86\xa1u\x83\xd1Z\x03t\xa4\xdam\xdc:\xc2-\xe3jr{h\xa23\x93\xf5\xae[K\x84\x92\x91\xb1\x1bZ73\xa7\xce\x1f\xc9\x03\x9a\xe2g\x99\xc2\x16Ku\xe3\xc6n\xca \xd3l\xa0a'), chr(0b1100100) + '\x65' + chr(2847 - 2748) + chr(7358 - 7247) + '\144' + chr(0b1101 + 0o130))('\x75' + '\164' + chr(102) + '\x2d' + chr(2856 - 2800)).V4roHaS3Ppej(predicate=oYiLiDH6Q5dw)
return DasB9ZQFa2lG(exc_type=q1QCh3W88sgk, template=jJBnSHEgylNZ, pred=xEa5BznIYh8_, actual=S6hV9M2g7fO0, funcname=IFAdxvTWcaEq)
return yqiErjOOXldP(xmTRTn5IiNJE, __funcname=IFAdxvTWcaEq, **TZU92PRfn91_) |
quantopian/zipline | zipline/utils/input_validation.py | expect_dimensions | def expect_dimensions(__funcname=_qualified_name, **dimensions):
"""
Preprocessing decorator that verifies inputs are numpy arrays with a
specific dimensionality.
Examples
--------
>>> from numpy import array
>>> @expect_dimensions(x=1, y=2)
... def foo(x, y):
... return x[0] + y[0, 0]
...
>>> foo(array([1, 1]), array([[1, 1], [2, 2]]))
2
>>> foo(array([1, 1]), array([1, 1])) # doctest: +NORMALIZE_WHITESPACE
... # doctest: +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a 2-D array for argument 'y',
but got a 1-D array instead.
"""
if isinstance(__funcname, str):
def get_funcname(_):
return __funcname
else:
get_funcname = __funcname
def _expect_dimension(expected_ndim):
def _check(func, argname, argvalue):
actual_ndim = argvalue.ndim
if actual_ndim != expected_ndim:
if actual_ndim == 0:
actual_repr = 'scalar'
else:
actual_repr = "%d-D array" % actual_ndim
raise ValueError(
"{func}() expected a {expected:d}-D array"
" for argument {argname!r}, but got a {actual}"
" instead.".format(
func=get_funcname(func),
expected=expected_ndim,
argname=argname,
actual=actual_repr,
)
)
return argvalue
return _check
return preprocess(**valmap(_expect_dimension, dimensions)) | python | def expect_dimensions(__funcname=_qualified_name, **dimensions):
"""
Preprocessing decorator that verifies inputs are numpy arrays with a
specific dimensionality.
Examples
--------
>>> from numpy import array
>>> @expect_dimensions(x=1, y=2)
... def foo(x, y):
... return x[0] + y[0, 0]
...
>>> foo(array([1, 1]), array([[1, 1], [2, 2]]))
2
>>> foo(array([1, 1]), array([1, 1])) # doctest: +NORMALIZE_WHITESPACE
... # doctest: +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a 2-D array for argument 'y',
but got a 1-D array instead.
"""
if isinstance(__funcname, str):
def get_funcname(_):
return __funcname
else:
get_funcname = __funcname
def _expect_dimension(expected_ndim):
def _check(func, argname, argvalue):
actual_ndim = argvalue.ndim
if actual_ndim != expected_ndim:
if actual_ndim == 0:
actual_repr = 'scalar'
else:
actual_repr = "%d-D array" % actual_ndim
raise ValueError(
"{func}() expected a {expected:d}-D array"
" for argument {argname!r}, but got a {actual}"
" instead.".format(
func=get_funcname(func),
expected=expected_ndim,
argname=argname,
actual=actual_repr,
)
)
return argvalue
return _check
return preprocess(**valmap(_expect_dimension, dimensions)) | [
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specific dimensionality.
Examples
--------
>>> from numpy import array
>>> @expect_dimensions(x=1, y=2)
... def foo(x, y):
... return x[0] + y[0, 0]
...
>>> foo(array([1, 1]), array([[1, 1], [2, 2]]))
2
>>> foo(array([1, 1]), array([1, 1])) # doctest: +NORMALIZE_WHITESPACE
... # doctest: +ELLIPSIS
Traceback (most recent call last):
...
ValueError: ...foo() expected a 2-D array for argument 'y',
but got a 1-D array instead. | [
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"dimensionality",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L717-L764 | train | Preprocessing decorator that verifies inputs are numpy arrays with specific dimensionality. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(0b100011 + 0o16) + chr(0b110101) + chr(158 - 105), 0o10), ehT0Px3KOsy9(chr(2015 - 1967) + '\x6f' + '\x31' + chr(401 - 352) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(49) + chr(51) + chr(2715 - 2662), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(484 - 434) + chr(150 - 101) + '\x34', 52224 - 52216), ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(418 - 370) + chr(111) + '\x31' + chr(0b110000) + '\x37', 34566 - 34558), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + '\x32' + chr(53) + chr(0b0 + 0o63), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100110 + 0o13) + '\067' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\x34' + chr(132 - 77), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\061' + '\x36' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(7918 - 7807) + '\x32' + chr(51) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\066' + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x37' + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\067' + chr(2063 - 2015), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(50) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + '\067' + chr(0b10110 + 0o35), 21673 - 21665), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1001 + 0o52) + chr(2598 - 2545) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(1487 - 1435) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\062', 52733 - 52725), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(716 - 668) + chr(0b1101111) + chr(51) + chr(0b110011) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(303 - 255), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + '\061' + chr(0b11110 + 0o22) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110011) + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(55) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x33' + chr(0b110011 + 0o4), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + '\x32' + '\065' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\061' + chr(54), 63295 - 63287), ehT0Px3KOsy9(chr(2264 - 2216) + '\157' + chr(2119 - 2068) + chr(935 - 887) + chr(0b11011 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x34' + chr(1818 - 1766), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1446 - 1398) + chr(0b100101 + 0o112) + chr(49) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(9677 - 9566) + chr(0b110010) + chr(0b11110 + 0o26) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b100110 + 0o17) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(7466 - 7355) + '\066' + chr(0b101010 + 0o11), 56010 - 56002), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(0b110101) + '\x36', 48527 - 48519), ehT0Px3KOsy9('\x30' + chr(111) + '\x37' + chr(704 - 653), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(251 - 199), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(725 - 672) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'C'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b110101 + 0o60))('\165' + '\164' + '\x66' + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def RBaRDz7S0ZPs(IFAdxvTWcaEq=QkMArDBQZWaB, **bmmTlWu6JDv_):
if PlSM16l2KDPD(IFAdxvTWcaEq, M8_cKLkHVB2V):
def CjDlnrsRd2dK(VNGQdHSFPrso):
return IFAdxvTWcaEq
else:
CjDlnrsRd2dK = IFAdxvTWcaEq
def LDUZ0b__fyKo(SAhPvcP0IozU):
def YIMbQpSwIjlq(EzOtJ3kbK5x4, ugZDRzWzTXdH, xAispbOrGnWb):
PmFMGifLI0u5 = xAispbOrGnWb.gompHBiTsfJT
if PmFMGifLI0u5 != SAhPvcP0IozU:
if PmFMGifLI0u5 == ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11000 + 0o30), 25635 - 25627):
PI2FPsUZAaNx = xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e-<\xe0v5'), chr(0b1000 + 0o134) + chr(0b100001 + 0o104) + chr(4353 - 4254) + chr(0b1101 + 0o142) + chr(9846 - 9746) + chr(152 - 51))(chr(12551 - 12434) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(2584 - 2528))
else:
PI2FPsUZAaNx = xafqLlk3kkUe(SXOLrMavuUCe(b'H*p\xc87&\xd9\x08\x06\x0f'), chr(3885 - 3785) + chr(0b1100101) + '\x63' + chr(0b1100001 + 0o16) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b11 + 0o143) + chr(0b1001 + 0o44) + chr(56)) % PmFMGifLI0u5
raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x16((\xe2t:\x83SG\x13\xe2\x82\x99\x1b\xe3^g\xcd\xc4:Q\xb8J`!\xbe\xcd\xba\xc8\xf4\xa1\xd9)\x0e\x86\x0cA\\Z}M(2\xfe7&\xd9\x1d\x12\x1b\xff\x9c\x88X\xecZq\x8a\xcb{G\xb8\x13b9\xf1\x99\xbd\xd9\xba\xe5\xc3k>\x86\x0c\x13UZg\x19;<\xe0jg\xc2\x14\x14\x02\xff\x93\x98V'), '\144' + '\x65' + chr(99) + chr(111) + '\x64' + chr(101))(chr(0b100010 + 0o123) + chr(1025 - 909) + '\146' + chr(135 - 90) + chr(2268 - 2212)), xafqLlk3kkUe(SXOLrMavuUCe(b';z/\xe3_&\xf8I7\x06\xff\x98'), '\x64' + chr(0b1000111 + 0o36) + chr(0b1100011) + '\x6f' + '\x64' + '\145')('\x75' + '\164' + '\x66' + chr(0b1101 + 0o40) + chr(0b111000)))(func=CjDlnrsRd2dK(EzOtJ3kbK5x4), expected=SAhPvcP0IozU, argname=ugZDRzWzTXdH, actual=PI2FPsUZAaNx))
return xAispbOrGnWb
return YIMbQpSwIjlq
return n8IJXbSueTJV(**Qq6y5_ALSMuY(LDUZ0b__fyKo, bmmTlWu6JDv_)) |
quantopian/zipline | zipline/utils/input_validation.py | coerce | def coerce(from_, to, **to_kwargs):
"""
A preprocessing decorator that coerces inputs of a given type by passing
them to a callable.
Parameters
----------
from : type or tuple or types
Inputs types on which to call ``to``.
to : function
Coercion function to call on inputs.
**to_kwargs
Additional keywords to forward to every call to ``to``.
Examples
--------
>>> @preprocess(x=coerce(float, int), y=coerce(float, int))
... def floordiff(x, y):
... return x - y
...
>>> floordiff(3.2, 2.5)
1
>>> @preprocess(x=coerce(str, int, base=2), y=coerce(str, int, base=2))
... def add_binary_strings(x, y):
... return bin(x + y)[2:]
...
>>> add_binary_strings('101', '001')
'110'
"""
def preprocessor(func, argname, arg):
if isinstance(arg, from_):
return to(arg, **to_kwargs)
return arg
return preprocessor | python | def coerce(from_, to, **to_kwargs):
"""
A preprocessing decorator that coerces inputs of a given type by passing
them to a callable.
Parameters
----------
from : type or tuple or types
Inputs types on which to call ``to``.
to : function
Coercion function to call on inputs.
**to_kwargs
Additional keywords to forward to every call to ``to``.
Examples
--------
>>> @preprocess(x=coerce(float, int), y=coerce(float, int))
... def floordiff(x, y):
... return x - y
...
>>> floordiff(3.2, 2.5)
1
>>> @preprocess(x=coerce(str, int, base=2), y=coerce(str, int, base=2))
... def add_binary_strings(x, y):
... return bin(x + y)[2:]
...
>>> add_binary_strings('101', '001')
'110'
"""
def preprocessor(func, argname, arg):
if isinstance(arg, from_):
return to(arg, **to_kwargs)
return arg
return preprocessor | [
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Parameters
----------
from : type or tuple or types
Inputs types on which to call ``to``.
to : function
Coercion function to call on inputs.
**to_kwargs
Additional keywords to forward to every call to ``to``.
Examples
--------
>>> @preprocess(x=coerce(float, int), y=coerce(float, int))
... def floordiff(x, y):
... return x - y
...
>>> floordiff(3.2, 2.5)
1
>>> @preprocess(x=coerce(str, int, base=2), y=coerce(str, int, base=2))
... def add_binary_strings(x, y):
... return bin(x + y)[2:]
...
>>> add_binary_strings('101', '001')
'110' | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L767-L801 | train | A preprocessing decorator that coerces inputs of a given type by passing them to a callable. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b101000 + 0o12) + chr(0b10 + 0o62) + chr(48), 21369 - 21361), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(2393 - 2338) + chr(1200 - 1149), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(51) + chr(0b110111), 31094 - 31086), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(516 - 465), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9941 - 9830) + '\063' + chr(51) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(1889 - 1778) + '\x31' + chr(0b101100 + 0o10) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(4944 - 4833) + chr(54) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(2601 - 2546), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(1778 - 1728) + chr(50) + chr(409 - 361), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1982 - 1933) + '\066' + chr(2561 - 2508), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(55), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\066' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5368 - 5257) + chr(50) + chr(48) + chr(0b110010), 21585 - 21577), ehT0Px3KOsy9('\060' + chr(11368 - 11257) + chr(187 - 138) + chr(1373 - 1321) + '\064', 21191 - 21183), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110111) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10010 + 0o43) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + '\062' + chr(0b101010 + 0o6) + '\x32', 8), ehT0Px3KOsy9(chr(257 - 209) + chr(12222 - 12111) + chr(50) + chr(70 - 21) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1282 - 1234) + chr(0b1010010 + 0o35) + '\x33' + '\x35', 42770 - 42762), ehT0Px3KOsy9('\x30' + chr(4582 - 4471) + chr(50) + chr(905 - 854) + chr(0b10000 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(48) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(4872 - 4761) + chr(594 - 544) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1001011 + 0o44) + '\x33' + chr(0b100010 + 0o21), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6803 - 6692) + chr(0b110001) + '\065' + chr(0b110001), 1833 - 1825), ehT0Px3KOsy9(chr(2007 - 1959) + chr(2081 - 1970) + '\x31' + '\x31' + chr(0b110111), 54947 - 54939), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1110 + 0o45) + '\065' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\x31' + '\063' + chr(0b110001), 64870 - 64862), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(11382 - 11271) + chr(50) + '\064' + chr(0b1000 + 0o52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2472 - 2421) + '\066' + chr(2212 - 2162), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + '\x31' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + chr(49) + chr(52) + chr(0b11 + 0o61), 8), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + chr(0b11110 + 0o24) + '\x36' + chr(453 - 399), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(48) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(8529 - 8418) + chr(49) + chr(50) + chr(213 - 160), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(2597 - 2546) + '\x31' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(7204 - 7093) + chr(0b101000 + 0o11) + chr(0b110011) + '\x37', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110110) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110110) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110101) + chr(0b10001 + 0o44), 1857 - 1849)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1831 - 1783) + chr(111) + chr(53) + chr(2061 - 2013), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e'), '\x64' + chr(101) + '\x63' + chr(10560 - 10449) + '\x64' + chr(0b1100101))(chr(117) + chr(12132 - 12016) + '\x66' + chr(774 - 729) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def t5Z6okQoi2Br(VdTZOGa02kKt, FDVEvax7cqKh, **wN1eWHzMe03Z):
def TnpnR_tnb9yE(EzOtJ3kbK5x4, ugZDRzWzTXdH, LTE9MPUbqSos):
if PlSM16l2KDPD(LTE9MPUbqSos, VdTZOGa02kKt):
return FDVEvax7cqKh(LTE9MPUbqSos, **wN1eWHzMe03Z)
return LTE9MPUbqSos
return TnpnR_tnb9yE |
quantopian/zipline | zipline/utils/input_validation.py | coerce_types | def coerce_types(**kwargs):
"""
Preprocessing decorator that applies type coercions.
Parameters
----------
**kwargs : dict[str -> (type, callable)]
Keyword arguments mapping function parameter names to pairs of
(from_type, to_type).
Examples
--------
>>> @coerce_types(x=(float, int), y=(int, str))
... def func(x, y):
... return (x, y)
...
>>> func(1.0, 3)
(1, '3')
"""
def _coerce(types):
return coerce(*types)
return preprocess(**valmap(_coerce, kwargs)) | python | def coerce_types(**kwargs):
"""
Preprocessing decorator that applies type coercions.
Parameters
----------
**kwargs : dict[str -> (type, callable)]
Keyword arguments mapping function parameter names to pairs of
(from_type, to_type).
Examples
--------
>>> @coerce_types(x=(float, int), y=(int, str))
... def func(x, y):
... return (x, y)
...
>>> func(1.0, 3)
(1, '3')
"""
def _coerce(types):
return coerce(*types)
return preprocess(**valmap(_coerce, kwargs)) | [
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Parameters
----------
**kwargs : dict[str -> (type, callable)]
Keyword arguments mapping function parameter names to pairs of
(from_type, to_type).
Examples
--------
>>> @coerce_types(x=(float, int), y=(int, str))
... def func(x, y):
... return (x, y)
...
>>> func(1.0, 3)
(1, '3') | [
"Preprocessing",
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L804-L826 | train | Returns a new
that can be used to coerce types. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(4275 - 4164) + chr(0b110010) + chr(946 - 894) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100111 + 0o14) + chr(0b101011 + 0o11) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\063' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\x31' + chr(50), 24597 - 24589), ehT0Px3KOsy9(chr(1443 - 1395) + chr(3512 - 3401) + chr(0b11101 + 0o26) + chr(0b110110) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(947 - 836) + chr(0b1001 + 0o50) + chr(2127 - 2078), 0b1000), ehT0Px3KOsy9(chr(1451 - 1403) + '\157' + chr(53) + chr(0b11 + 0o63), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1100010 + 0o15) + chr(0b100110 + 0o15) + chr(1207 - 1155) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b101011 + 0o6) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(823 - 712) + '\x31' + chr(1057 - 1009) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34', 0o10), ehT0Px3KOsy9(chr(465 - 417) + '\x6f' + chr(0b110101) + chr(0b11110 + 0o27), 0b1000), ehT0Px3KOsy9('\060' + chr(8487 - 8376) + chr(0b110000 + 0o3) + chr(49) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1000 + 0o51) + '\x30' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\060' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\x31' + chr(582 - 529), 33806 - 33798), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(50) + chr(817 - 769) + '\066', 0b1000), ehT0Px3KOsy9(chr(1600 - 1552) + chr(0b1101111) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110001) + '\064', 0b1000), ehT0Px3KOsy9(chr(917 - 869) + '\157' + chr(0b11100 + 0o26) + chr(0b1110 + 0o43) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + chr(0b1101 + 0o44) + chr(0b110111) + chr(54), 49406 - 49398), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(2726 - 2672) + chr(2796 - 2742), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(51) + chr(0b110001) + '\067', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + '\062' + chr(50) + chr(0b110010), 24186 - 24178), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110001) + chr(186 - 134), 0o10), ehT0Px3KOsy9(chr(364 - 316) + chr(111) + chr(0b101111 + 0o2) + '\x31' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110111) + chr(0b10 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(50) + chr(53) + chr(0b101010 + 0o15), 0o10), ehT0Px3KOsy9(chr(267 - 219) + chr(0b1101111) + '\x33' + '\066' + chr(0b110100), 29576 - 29568), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(49) + '\063' + '\x36', 0b1000), ehT0Px3KOsy9(chr(2128 - 2080) + '\x6f' + chr(739 - 684) + chr(0b1110 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(0b110010) + chr(0b110000 + 0o6), 53558 - 53550), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(52) + chr(0b10011 + 0o37), 44804 - 44796), ehT0Px3KOsy9(chr(251 - 203) + chr(111) + '\x33' + chr(0b101110 + 0o3) + chr(818 - 766), 8), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(49) + chr(53) + chr(0b110110), 61612 - 61604), ehT0Px3KOsy9('\060' + chr(7408 - 7297) + '\x36' + chr(0b101110 + 0o2), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(512 - 463) + '\065' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101011 + 0o10) + chr(0b100 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(49) + chr(461 - 407) + chr(53), 34727 - 34719), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100001 + 0o22) + chr(0b11010 + 0o33) + '\066', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2095 - 2042) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x89'), chr(0b1100100) + chr(0b101111 + 0o66) + chr(0b110011 + 0o60) + chr(111) + chr(7582 - 7482) + chr(0b11111 + 0o106))(chr(3864 - 3747) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def wkRvMBtWI5C1(**M8EIoTs2GJXE):
def rThS3IqSVdsG(yorMPSC245Rr):
return t5Z6okQoi2Br(*yorMPSC245Rr)
return n8IJXbSueTJV(**Qq6y5_ALSMuY(rThS3IqSVdsG, M8EIoTs2GJXE)) |
quantopian/zipline | zipline/utils/input_validation.py | validate_keys | def validate_keys(dict_, expected, funcname):
"""Validate that a dictionary has an expected set of keys.
"""
expected = set(expected)
received = set(dict_)
missing = expected - received
if missing:
raise ValueError(
"Missing keys in {}:\n"
"Expected Keys: {}\n"
"Received Keys: {}".format(
funcname,
sorted(expected),
sorted(received),
)
)
unexpected = received - expected
if unexpected:
raise ValueError(
"Unexpected keys in {}:\n"
"Expected Keys: {}\n"
"Received Keys: {}".format(
funcname,
sorted(expected),
sorted(received),
)
) | python | def validate_keys(dict_, expected, funcname):
"""Validate that a dictionary has an expected set of keys.
"""
expected = set(expected)
received = set(dict_)
missing = expected - received
if missing:
raise ValueError(
"Missing keys in {}:\n"
"Expected Keys: {}\n"
"Received Keys: {}".format(
funcname,
sorted(expected),
sorted(received),
)
)
unexpected = received - expected
if unexpected:
raise ValueError(
"Unexpected keys in {}:\n"
"Expected Keys: {}\n"
"Received Keys: {}".format(
funcname,
sorted(expected),
sorted(received),
)
) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/input_validation.py#L847-L875 | train | Validate that a dictionary has an expected set of keys. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b10111 + 0o31) + '\x34', 23436 - 23428), ehT0Px3KOsy9(chr(48) + '\157' + chr(283 - 232) + chr(0b110001) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b110001) + chr(2048 - 1994) + chr(645 - 590), 34143 - 34135), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10111 + 0o34) + chr(82 - 29) + chr(0b110101), 38665 - 38657), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(54) + '\065', 41399 - 41391), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + '\061' + chr(53) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + '\061' + chr(0b10011 + 0o36) + '\x35', 54104 - 54096), ehT0Px3KOsy9(chr(1225 - 1177) + '\x6f' + chr(0b100010 + 0o22) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\063' + chr(0b100 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + chr(7058 - 6947) + '\x31' + '\062' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(787 - 739) + chr(0b1101111) + chr(49) + chr(0b110111) + chr(0b1100 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(5367 - 5256) + '\061' + chr(54) + chr(2328 - 2274), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(50), 52510 - 52502), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2289 - 2239) + chr(0b110000) + chr(0b110000 + 0o7), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(51), 43044 - 43036), ehT0Px3KOsy9(chr(1268 - 1220) + '\x6f' + '\061' + chr(50) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(1272 - 1223) + chr(1819 - 1771), 24049 - 24041), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b1111 + 0o43) + chr(0b110110) + chr(0b100000 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + '\x37' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + chr(0b10010 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b110101) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6759 - 6648) + chr(1704 - 1654) + chr(0b101000 + 0o15) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\066' + chr(0b11000 + 0o32), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(53) + chr(51), 46047 - 46039), ehT0Px3KOsy9('\x30' + chr(111) + chr(2143 - 2093) + chr(1486 - 1436) + chr(54), 13423 - 13415), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + '\062', 30843 - 30835), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + '\x30', 8), ehT0Px3KOsy9(chr(2084 - 2036) + chr(0b101001 + 0o106) + chr(50) + '\066' + chr(2479 - 2429), 8), ehT0Px3KOsy9(chr(1398 - 1350) + chr(0b10000 + 0o137) + chr(0b110001) + chr(835 - 783), 0b1000), ehT0Px3KOsy9('\060' + chr(6787 - 6676) + '\x37' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(1281 - 1232) + '\x30' + '\x36', 0o10), ehT0Px3KOsy9(chr(1773 - 1725) + '\157' + '\061' + chr(54) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + chr(0b110001) + chr(0b1110 + 0o42) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x31' + '\061', 44329 - 44321), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b110101), 52126 - 52118), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1653 - 1602) + chr(49) + chr(0b10100 + 0o36), 8), ehT0Px3KOsy9(chr(48) + chr(9551 - 9440) + chr(0b110001) + chr(0b100110 + 0o13) + chr(0b100110 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\x34' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + chr(0b110110) + chr(54), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'j'), chr(3773 - 3673) + '\x65' + '\x63' + '\x6f' + chr(6348 - 6248) + chr(0b1100010 + 0o3))('\165' + '\164' + chr(0b1100110) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def b8MZJUFz0Eer(VkL_M8ZU51NZ, Bf5Zgk3dCnwg, mvTNeCdMlX52):
Bf5Zgk3dCnwg = MVEN8G6CxlvR(Bf5Zgk3dCnwg)
G4A8883iMrco = MVEN8G6CxlvR(VkL_M8ZU51NZ)
XO3DPCTKfaWs = Bf5Zgk3dCnwg - G4A8883iMrco
if XO3DPCTKfaWs:
raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"\t\xa3\x04\x9e\\\x00*\x05\xb05\x02\x05\x02\xeeers\xc9\x01\n,\xd2\xc2\x8e\xf5^e\xd6,u#\r`y\xe9V\xb7F5S'\xaf\x1e\x9bP\nmn\xbe)\x08L\x02\xfcv"), chr(2926 - 2826) + '\145' + chr(1048 - 949) + chr(0b1101111) + '\x64' + chr(0b1100101))('\165' + chr(2762 - 2646) + chr(102) + chr(45) + chr(0b101 + 0o63)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xfe\x05\x82}\x0f\x1e\x16\x8b \x1e\x1c'), chr(7259 - 7159) + chr(7903 - 7802) + '\143' + chr(0b1011111 + 0o20) + '\x64' + chr(0b1100101))(chr(10783 - 10666) + '\x74' + chr(102) + chr(0b101010 + 0o3) + chr(0b111000)))(mvTNeCdMlX52, vUlqIvNSaRMa(Bf5Zgk3dCnwg), vUlqIvNSaRMa(G4A8883iMrco)))
fJy7TTAPk5ip = G4A8883iMrco - Bf5Zgk3dCnwg
if fJy7TTAPk5ip:
raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xa4\x12\x95E\x0b.Q\xbe4[\x1dG\xfexra\xda\x1b{\x14\x90\xb8\xae\xeeZe\xd1x["TX&\xb0^\xf0l\x1cKN\x98\x12\x8eP\x07;@\xbfp0\x13[\xf41rs\xc9'), chr(0b1001111 + 0o25) + chr(0b1100101) + '\143' + chr(111) + chr(2543 - 2443) + chr(0b111110 + 0o47))(chr(11485 - 11368) + chr(116) + chr(102) + '\x2d' + chr(97 - 41)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xfe\x05\x82}\x0f\x1e\x16\x8b \x1e\x1c'), chr(5509 - 5409) + '\145' + '\x63' + chr(111) + '\144' + '\145')('\x75' + '\x74' + '\x66' + chr(378 - 333) + chr(0b11001 + 0o37)))(mvTNeCdMlX52, vUlqIvNSaRMa(Bf5Zgk3dCnwg), vUlqIvNSaRMa(G4A8883iMrco))) |
quantopian/zipline | zipline/utils/enum.py | enum | def enum(option, *options):
"""
Construct a new enum object.
Parameters
----------
*options : iterable of str
The names of the fields for the enum.
Returns
-------
enum
A new enum collection.
Examples
--------
>>> e = enum('a', 'b', 'c')
>>> e
<enum: ('a', 'b', 'c')>
>>> e.a
0
>>> e.b
1
>>> e.a in e
True
>>> tuple(e)
(0, 1, 2)
Notes
-----
Identity checking is not guaranteed to work with enum members, instead
equality checks should be used. From CPython's documentation:
"The current implementation keeps an array of integer objects for all
integers between -5 and 256, when you create an int in that range you
actually just get back a reference to the existing object. So it should be
possible to change the value of 1. I suspect the behaviour of Python in
this case is undefined. :-)"
"""
options = (option,) + options
rangeob = range(len(options))
try:
inttype = _inttypes[int(np.log2(len(options) - 1)) // 8]
except IndexError:
raise OverflowError(
'Cannot store enums with more than sys.maxsize elements, got %d' %
len(options),
)
class _enum(Structure):
_fields_ = [(o, inttype) for o in options]
def __iter__(self):
return iter(rangeob)
def __contains__(self, value):
return 0 <= value < len(options)
def __repr__(self):
return '<enum: %s>' % (
('%d fields' % len(options))
if len(options) > 10 else
repr(options)
)
return _enum(*rangeob) | python | def enum(option, *options):
"""
Construct a new enum object.
Parameters
----------
*options : iterable of str
The names of the fields for the enum.
Returns
-------
enum
A new enum collection.
Examples
--------
>>> e = enum('a', 'b', 'c')
>>> e
<enum: ('a', 'b', 'c')>
>>> e.a
0
>>> e.b
1
>>> e.a in e
True
>>> tuple(e)
(0, 1, 2)
Notes
-----
Identity checking is not guaranteed to work with enum members, instead
equality checks should be used. From CPython's documentation:
"The current implementation keeps an array of integer objects for all
integers between -5 and 256, when you create an int in that range you
actually just get back a reference to the existing object. So it should be
possible to change the value of 1. I suspect the behaviour of Python in
this case is undefined. :-)"
"""
options = (option,) + options
rangeob = range(len(options))
try:
inttype = _inttypes[int(np.log2(len(options) - 1)) // 8]
except IndexError:
raise OverflowError(
'Cannot store enums with more than sys.maxsize elements, got %d' %
len(options),
)
class _enum(Structure):
_fields_ = [(o, inttype) for o in options]
def __iter__(self):
return iter(rangeob)
def __contains__(self, value):
return 0 <= value < len(options)
def __repr__(self):
return '<enum: %s>' % (
('%d fields' % len(options))
if len(options) > 10 else
repr(options)
)
return _enum(*rangeob) | [
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Parameters
----------
*options : iterable of str
The names of the fields for the enum.
Returns
-------
enum
A new enum collection.
Examples
--------
>>> e = enum('a', 'b', 'c')
>>> e
<enum: ('a', 'b', 'c')>
>>> e.a
0
>>> e.b
1
>>> e.a in e
True
>>> tuple(e)
(0, 1, 2)
Notes
-----
Identity checking is not guaranteed to work with enum members, instead
equality checks should be used. From CPython's documentation:
"The current implementation keeps an array of integer objects for all
integers between -5 and 256, when you create an int in that range you
actually just get back a reference to the existing object. So it should be
possible to change the value of 1. I suspect the behaviour of Python in
this case is undefined. :-)" | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/enum.py#L48-L114 | train | Construct a new enum object. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + '\x33' + '\066' + chr(428 - 377), 3077 - 3069), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\067' + chr(1491 - 1443), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(636 - 585) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(49) + '\063' + chr(415 - 362), 40204 - 40196), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\062' + chr(0b10011 + 0o40), 13773 - 13765), ehT0Px3KOsy9('\060' + '\x6f' + chr(325 - 274) + chr(0b1111 + 0o46) + chr(0b1001 + 0o55), 4136 - 4128), ehT0Px3KOsy9(chr(1105 - 1057) + '\x6f' + chr(0b110001) + chr(853 - 803) + chr(0b101001 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + chr(2681 - 2570) + chr(677 - 628) + '\x31' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + '\063' + chr(0b100010 + 0o23) + chr(0b110101), 54424 - 54416), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(960 - 849) + chr(0b110010) + '\x30' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(460 - 409), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x34' + chr(48), 24611 - 24603), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100000 + 0o23) + chr(1201 - 1152) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1486 - 1438) + chr(0b1011100 + 0o23) + chr(0b110001) + chr(54) + '\067', 0o10), ehT0Px3KOsy9(chr(1015 - 967) + '\157' + chr(0b110001) + chr(49) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7459 - 7348) + '\063' + '\x36' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(55) + chr(50), 31981 - 31973), ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + chr(0b110011) + '\063' + chr(48), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(2217 - 2167) + chr(48) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100111 + 0o12) + chr(54) + chr(0b110110), 44926 - 44918), ehT0Px3KOsy9(chr(2289 - 2241) + chr(0b1010101 + 0o32) + chr(51) + '\060' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + '\061' + chr(0b1011 + 0o51) + '\x30', 38710 - 38702), ehT0Px3KOsy9(chr(0b110000) + chr(2546 - 2435) + chr(0b11011 + 0o30) + chr(54) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x32' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11111 + 0o23) + chr(2505 - 2452) + '\064', 3870 - 3862), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\067' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1965 - 1917) + chr(0b1101111) + chr(2446 - 2393), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\061' + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(547 - 499) + chr(0b1101111) + '\063' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(9217 - 9106) + '\061' + chr(1602 - 1552) + chr(0b1000 + 0o55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\x31' + '\064' + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(2521 - 2410) + chr(49) + '\063' + chr(53), 8), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + '\x32' + chr(841 - 791) + chr(0b11110 + 0o23), 32184 - 32176), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1010 + 0o47) + '\065' + chr(244 - 192), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + chr(2126 - 2076) + '\064' + chr(48), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2528 - 2473) + chr(1245 - 1197), 58511 - 58503), ehT0Px3KOsy9(chr(2045 - 1997) + '\x6f' + chr(1312 - 1263) + chr(48) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b1110 + 0o47) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10101 + 0o40) + '\062', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(5522 - 5411) + chr(1757 - 1704) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd'), chr(0b1100100) + chr(0b11000 + 0o115) + '\143' + chr(897 - 786) + chr(0b100000 + 0o104) + chr(101))(chr(0b1000101 + 0o60) + chr(0b1110100) + '\146' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VmUlGNSSBE5l(saXKyEQhzDvH, *vvlcdVOK7clu):
vvlcdVOK7clu = (saXKyEQhzDvH,) + vvlcdVOK7clu
YRBQPgksH0nP = vQr8gNKaIaWE(c2A0yzQpDQB3(vvlcdVOK7clu))
try:
tEh4Fvs59cd8 = ehLYgX1l81uz[ehT0Px3KOsy9(WqUC3KWvYVup.log2(c2A0yzQpDQB3(vvlcdVOK7clu) - ehT0Px3KOsy9(chr(1078 - 1030) + chr(0b101111 + 0o100) + '\061', 0b1000))) // ehT0Px3KOsy9('\x30' + chr(0b110100 + 0o73) + chr(49) + chr(48), ord("\x08"))]
except _fsda0v2_OKU:
raise N5Ee6d9YGQ_x(xafqLlk3kkUe(SXOLrMavuUCe(b"\xb0r\x16\xb62\xa7\xce'=\x82\xf1~\x80\xad\x19=\x9bI\xf8\xf5\x1f\xb7\x08\xd5\xfa\xc3O`El=\x003\xb1\x1f\xd9Kn\xc2K\x8b`\x11\xa28\xf3\x8b8,\x80\xe6u\xd4\xbb[h\x91U\xac\xa2S\xa7"), '\x64' + chr(101) + chr(8709 - 8610) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(5862 - 5745) + chr(0b1110100) + chr(0b1000 + 0o136) + chr(45) + chr(0b100100 + 0o24)) % c2A0yzQpDQB3(vvlcdVOK7clu))
class flukTIKr2Sge(rgPiuU8lhA0C):
G6VXnIWkgtGt = [(gb6ab8SSTLgq, tEh4Fvs59cd8) for gb6ab8SSTLgq in vvlcdVOK7clu]
def __iter__(oVre8I6UXc3b):
return ZdP978XkGspL(YRBQPgksH0nP)
def __contains__(oVre8I6UXc3b, QmmgWUB13VCJ):
return ehT0Px3KOsy9(chr(1118 - 1070) + '\157' + '\060', 0b1000) <= QmmgWUB13VCJ < c2A0yzQpDQB3(vvlcdVOK7clu)
def __repr__(oVre8I6UXc3b):
return xafqLlk3kkUe(SXOLrMavuUCe(b'\xcfv\x16\xad0\xe9\xceq:\xd3'), chr(273 - 173) + chr(0b1100101) + chr(756 - 657) + chr(4230 - 4119) + chr(100) + chr(0b1100101))(chr(0b1001101 + 0o50) + chr(116) + chr(9925 - 9823) + chr(45) + '\070') % (xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6wX\xbe4\xb6\x820:'), chr(0b1100100) + chr(0b100 + 0o141) + chr(99) + chr(111) + chr(0b1100100) + chr(101))(chr(4418 - 4301) + '\164' + '\146' + chr(0b1 + 0o54) + chr(2679 - 2623)) % c2A0yzQpDQB3(vvlcdVOK7clu) if c2A0yzQpDQB3(vvlcdVOK7clu) > ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b110001) + chr(50), 0o10) else S6hV9M2g7fO0(vvlcdVOK7clu))
return flukTIKr2Sge(*YRBQPgksH0nP) |
quantopian/zipline | zipline/utils/data.py | RollingPanel.oldest_frame | def oldest_frame(self, raw=False):
"""
Get the oldest frame in the panel.
"""
if raw:
return self.buffer.values[:, self._start_index, :]
return self.buffer.iloc[:, self._start_index, :] | python | def oldest_frame(self, raw=False):
"""
Get the oldest frame in the panel.
"""
if raw:
return self.buffer.values[:, self._start_index, :]
return self.buffer.iloc[:, self._start_index, :] | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/data.py#L82-L88 | train | Get the oldest frame in the panel. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(7751 - 7640) + chr(50) + '\065' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b101101 + 0o6) + chr(959 - 910) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(178 - 130) + '\157' + chr(0b110011) + chr(0b100011 + 0o16) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1011 + 0o46) + chr(2257 - 2203) + chr(1741 - 1689), 9260 - 9252), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(0b10110 + 0o40) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(2005 - 1957) + chr(111) + chr(235 - 186) + '\064' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(2101 - 2053) + chr(3473 - 3362) + chr(0b10 + 0o61) + chr(1189 - 1137) + chr(0b0 + 0o63), 61558 - 61550), ehT0Px3KOsy9('\060' + chr(293 - 182) + chr(0b110010) + chr(1778 - 1727) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b11100 + 0o31) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(48) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + chr(0b11011 + 0o30) + '\x32' + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100111 + 0o110) + chr(0b11010 + 0o32) + chr(48), 32780 - 32772), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(48), 35211 - 35203), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + '\063' + chr(390 - 340), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(2821 - 2767) + chr(2694 - 2641), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\060' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b11000 + 0o35) + chr(0b11 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(2517 - 2466) + chr(0b110 + 0o54) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(735 - 684) + chr(0b110011 + 0o3) + '\063', 9986 - 9978), ehT0Px3KOsy9('\060' + '\157' + '\x36' + chr(2015 - 1960), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b110010) + chr(0b110101), 3976 - 3968), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(454 - 400) + chr(49), 46680 - 46672), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(51) + chr(788 - 737) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1419 - 1308) + chr(0b100110 + 0o13) + '\x30' + chr(2059 - 2011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(49) + chr(0b1011 + 0o47), 0o10), ehT0Px3KOsy9('\x30' + chr(3752 - 3641) + chr(0b10101 + 0o36) + chr(912 - 857) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b10111 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(1454 - 1403) + '\x33', 0o10), ehT0Px3KOsy9(chr(360 - 312) + chr(6036 - 5925) + chr(53), 23751 - 23743), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(0b101010 + 0o7) + chr(0b110101) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(2883 - 2772) + '\x32' + chr(1656 - 1602) + chr(48), 33940 - 33932), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + '\x33' + chr(48) + chr(55), 24762 - 24754), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(50) + chr(0b110 + 0o53), 0o10), ehT0Px3KOsy9(chr(48) + chr(4133 - 4022) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1011 + 0o144) + chr(49) + '\x36' + chr(0b100000 + 0o26), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1191 - 1140) + '\062', 8), ehT0Px3KOsy9(chr(48) + chr(5458 - 5347) + chr(50) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(7114 - 7003) + chr(0b100100 + 0o16) + '\x31' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\060' + '\x30', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(650 - 597) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x81'), '\x64' + '\x65' + '\143' + chr(0b101111 + 0o100) + chr(2768 - 2668) + '\x65')(chr(8424 - 8307) + chr(2942 - 2826) + '\x66' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HZWi0OGfy6_t(oVre8I6UXc3b, E5jPYKeS99ZR=ehT0Px3KOsy9('\x30' + chr(11476 - 11365) + chr(0b110000), 64069 - 64061)):
if E5jPYKeS99ZR:
return xafqLlk3kkUe(oVre8I6UXc3b.buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc\x9b\xa67~\x11\xd6\xab\xa7p\xb0Z'), '\144' + chr(0b1000010 + 0o43) + '\143' + chr(8829 - 8718) + '\x64' + chr(101))(chr(7839 - 7722) + chr(1082 - 966) + chr(0b1100110) + chr(0b101101) + chr(56)))[:, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\xb8\xbc\x15B\x10\xbc\xf6\x81%\xb1@'), '\144' + chr(0b1100101) + chr(587 - 488) + chr(0b1101111) + '\144' + chr(101))(chr(117) + chr(116) + chr(7651 - 7549) + chr(45) + chr(0b111000))), :]
return xafqLlk3kkUe(oVre8I6UXc3b.buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\xf2\xf9\x02\x7f\x00\xaa\xd7\xae\x02\x86{'), chr(1965 - 1865) + chr(0b110101 + 0o60) + '\143' + '\x6f' + '\x64' + '\x65')('\165' + '\164' + chr(0b1001011 + 0o33) + chr(0b100110 + 0o7) + '\x38'))[:, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\xb8\xbc\x15B\x10\xbc\xf6\x81%\xb1@'), '\x64' + chr(0b10111 + 0o116) + '\143' + '\x6f' + chr(9623 - 9523) + chr(101))('\x75' + chr(0b1110100) + chr(2200 - 2098) + '\055' + chr(0b1101 + 0o53))), :] |
quantopian/zipline | zipline/utils/data.py | RollingPanel.extend_back | def extend_back(self, missing_dts):
"""
Resizes the buffer to hold a new window with a new cap_multiple.
If cap_multiple is None, then the old cap_multiple is used.
"""
delta = len(missing_dts)
if not delta:
raise ValueError(
'missing_dts must be a non-empty index',
)
self._window += delta
self._pos += delta
self.date_buf = self.date_buf.copy()
self.date_buf.resize(self.cap)
self.date_buf = np.roll(self.date_buf, delta)
old_vals = self.buffer.values
shape = old_vals.shape
nan_arr = np.empty((shape[0], delta, shape[2]))
nan_arr.fill(np.nan)
new_vals = np.column_stack(
(nan_arr,
old_vals,
np.empty((shape[0], delta * (self.cap_multiple - 1), shape[2]))),
)
self.buffer = pd.Panel(
data=new_vals,
items=self.items,
minor_axis=self.minor_axis,
major_axis=np.arange(self.cap),
dtype=self.dtype,
)
# Fill the delta with the dates we calculated.
where = slice(self._start_index, self._start_index + delta)
self.date_buf[where] = missing_dts | python | def extend_back(self, missing_dts):
"""
Resizes the buffer to hold a new window with a new cap_multiple.
If cap_multiple is None, then the old cap_multiple is used.
"""
delta = len(missing_dts)
if not delta:
raise ValueError(
'missing_dts must be a non-empty index',
)
self._window += delta
self._pos += delta
self.date_buf = self.date_buf.copy()
self.date_buf.resize(self.cap)
self.date_buf = np.roll(self.date_buf, delta)
old_vals = self.buffer.values
shape = old_vals.shape
nan_arr = np.empty((shape[0], delta, shape[2]))
nan_arr.fill(np.nan)
new_vals = np.column_stack(
(nan_arr,
old_vals,
np.empty((shape[0], delta * (self.cap_multiple - 1), shape[2]))),
)
self.buffer = pd.Panel(
data=new_vals,
items=self.items,
minor_axis=self.minor_axis,
major_axis=np.arange(self.cap),
dtype=self.dtype,
)
# Fill the delta with the dates we calculated.
where = slice(self._start_index, self._start_index + delta)
self.date_buf[where] = missing_dts | [
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If cap_multiple is None, then the old cap_multiple is used. | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/data.py#L107-L148 | train | Extend the buffer with the given missing_dts. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b110100) + chr(1344 - 1294), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(49) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11973 - 11862) + '\x32' + '\064' + '\061', 3833 - 3825), ehT0Px3KOsy9(chr(2193 - 2145) + chr(0b1101111) + chr(55) + chr(0b100111 + 0o14), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101000 + 0o7) + chr(0b1011 + 0o46) + chr(0b11010 + 0o32) + chr(302 - 254), 291 - 283), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b111 + 0o54) + '\067' + '\x36', 60827 - 60819), ehT0Px3KOsy9(chr(676 - 628) + '\157' + chr(0b11111 + 0o22) + chr(0b110110) + chr(0b11100 + 0o30), 0b1000), ehT0Px3KOsy9(chr(748 - 700) + '\157' + '\062' + '\066' + chr(1000 - 945), ord("\x08")), ehT0Px3KOsy9(chr(996 - 948) + chr(0b1101111) + '\x31' + chr(0b110001) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b100100 + 0o16), 31788 - 31780), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + '\x33' + '\061' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(8697 - 8586) + '\063' + '\063' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(48) + '\067', 0b1000), ehT0Px3KOsy9(chr(2103 - 2055) + '\x6f' + chr(825 - 773) + '\x37', 22664 - 22656), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\x33' + chr(336 - 287) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(5334 - 5223) + '\061' + chr(53) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(2447 - 2396), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x34' + chr(0b111 + 0o55), 32034 - 32026), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(0b110101) + '\x34', 3397 - 3389), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(0b110001) + chr(50) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\060' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(0b10010 + 0o41) + chr(0b111 + 0o55) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(4409 - 4298) + chr(0b110100) + chr(1755 - 1700), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(1673 - 1624) + chr(0b100111 + 0o15) + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + chr(0b110001) + chr(2122 - 2074) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\067' + chr(0b110100 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(11951 - 11840) + '\062' + '\060' + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(54) + chr(335 - 286), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x31' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b110001) + '\062' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x37' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + chr(49) + chr(49) + '\061', 64961 - 64953), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b10001 + 0o136) + chr(49) + '\x34' + chr(50), 57706 - 57698), ehT0Px3KOsy9(chr(48) + chr(4390 - 4279) + chr(50) + '\x37' + chr(0b110111), 54496 - 54488), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b11111 + 0o120) + chr(1442 - 1391) + chr(0b1111 + 0o45) + '\x30', 45740 - 45732), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110111) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\063' + chr(0b110000) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2593 - 2542) + chr(0b110000) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x34' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1424 - 1373) + chr(0b100000 + 0o26) + chr(703 - 654), 13973 - 13965)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + chr(0b110101) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c'), '\144' + '\145' + chr(99) + chr(0b1001 + 0o146) + chr(9782 - 9682) + chr(0b1000100 + 0o41))('\x75' + chr(0b1110100) + chr(4838 - 4736) + '\x2d' + chr(515 - 459)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jPbxJZNU_3Og(oVre8I6UXc3b, IHJRxCuOWheX):
cWaXceDbkqGZ = c2A0yzQpDQB3(IHJRxCuOWheX)
if not cWaXceDbkqGZ:
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b"\xcf\xa7\xd2H\t\x90\x13\xe8/f\xbb\xfa\xeaR\xbd\x1b3\x86It\xe0\xc5I\x0f(\x13\xe7\\\xff'Ai\x0b\xd1\x84Y\xbc"), chr(0b11101 + 0o107) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + '\145')(chr(8344 - 8227) + chr(0b111000 + 0o74) + chr(0b101000 + 0o76) + '\055' + chr(56)))
oVre8I6UXc3b.miaH4NNeWes2 += cWaXceDbkqGZ
oVre8I6UXc3b.xBJ86HjnqWFB += cWaXceDbkqGZ
oVre8I6UXc3b.oVGNqoHXnABu = oVre8I6UXc3b.date_buf.igThHS4jwVsa()
xafqLlk3kkUe(oVre8I6UXc3b.date_buf, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\xab\xd2R\x1a\x9b'), chr(0b1100100) + chr(6490 - 6389) + chr(99) + chr(7590 - 7479) + chr(2128 - 2028) + '\x65')('\165' + '\164' + '\x66' + chr(1645 - 1600) + chr(1527 - 1471)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\xaf\xd1'), chr(0b1100100) + '\x65' + '\143' + chr(111) + chr(189 - 89) + '\x65')(chr(2392 - 2275) + '\x74' + chr(0b10101 + 0o121) + '\x2d' + '\070')))
oVre8I6UXc3b.oVGNqoHXnABu = WqUC3KWvYVup.roll(oVre8I6UXc3b.oVGNqoHXnABu, cWaXceDbkqGZ)
hcmY9buTGh8b = oVre8I6UXc3b.buffer.SPnCNu54H1db
nauYfLglTpcb = hcmY9buTGh8b.nauYfLglTpcb
ivlPfuVPlnPY = WqUC3KWvYVup.empty((nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + '\060', 0o10)], cWaXceDbkqGZ, nauYfLglTpcb[ehT0Px3KOsy9(chr(542 - 494) + chr(111) + chr(742 - 692), ord("\x08"))]))
xafqLlk3kkUe(ivlPfuVPlnPY, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4\xa7\xcdW'), '\x64' + chr(101) + chr(99) + chr(0b1001111 + 0o40) + '\144' + chr(101))(chr(9703 - 9586) + '\164' + chr(102) + chr(0b101101) + '\070'))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\xaf\xcf'), chr(100) + chr(4888 - 4787) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100101))(chr(286 - 169) + '\x74' + chr(6067 - 5965) + chr(45) + chr(0b11110 + 0o32))))
fPyMTpyCw0HT = WqUC3KWvYVup.column_stack((ivlPfuVPlnPY, hcmY9buTGh8b, WqUC3KWvYVup.empty((nauYfLglTpcb[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000), 8)], cWaXceDbkqGZ * (oVre8I6UXc3b.cap_multiple - ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061', 60183 - 60175)), nauYfLglTpcb[ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x32', 8)]))))
oVre8I6UXc3b.TQLpLKqQSyuj = dubtF9GfzOdC.Panel(data=fPyMTpyCw0HT, items=oVre8I6UXc3b.NzveIZ3IlSH9, minor_axis=oVre8I6UXc3b.minor_axis, major_axis=WqUC3KWvYVup.arange(oVre8I6UXc3b.cap), dtype=oVre8I6UXc3b.jSV9IKnemH7K)
dRFAC59yQBm_ = W3g84rNiEdDQ(oVre8I6UXc3b._start_index, oVre8I6UXc3b._start_index + cWaXceDbkqGZ)
oVre8I6UXc3b.oVGNqoHXnABu[dRFAC59yQBm_] = IHJRxCuOWheX |
quantopian/zipline | zipline/utils/data.py | RollingPanel.get_current | def get_current(self, item=None, raw=False, start=None, end=None):
"""
Get a Panel that is the current data in view. It is not safe to persist
these objects because internal data might change
"""
item_indexer = slice(None)
if item:
item_indexer = self.items.get_loc(item)
start_index = self._start_index
end_index = self._pos
# get inital date window
where = slice(start_index, end_index)
current_dates = self.date_buf[where]
def convert_datelike_to_long(dt):
if isinstance(dt, pd.Timestamp):
return dt.asm8
if isinstance(dt, datetime.datetime):
return np.datetime64(dt)
return dt
# constrict further by date
if start:
start = convert_datelike_to_long(start)
start_index += current_dates.searchsorted(start)
if end:
end = convert_datelike_to_long(end)
_end = current_dates.searchsorted(end, 'right')
end_index -= len(current_dates) - _end
where = slice(start_index, end_index)
values = self.buffer.values[item_indexer, where, :]
current_dates = self.date_buf[where]
if raw:
# return copy so we can change it without side effects here
return values.copy()
major_axis = pd.DatetimeIndex(deepcopy(current_dates), tz='utc')
if values.ndim == 3:
return pd.Panel(values, self.items, major_axis, self.minor_axis,
dtype=self.dtype)
elif values.ndim == 2:
return pd.DataFrame(values, major_axis, self.minor_axis,
dtype=self.dtype) | python | def get_current(self, item=None, raw=False, start=None, end=None):
"""
Get a Panel that is the current data in view. It is not safe to persist
these objects because internal data might change
"""
item_indexer = slice(None)
if item:
item_indexer = self.items.get_loc(item)
start_index = self._start_index
end_index = self._pos
# get inital date window
where = slice(start_index, end_index)
current_dates = self.date_buf[where]
def convert_datelike_to_long(dt):
if isinstance(dt, pd.Timestamp):
return dt.asm8
if isinstance(dt, datetime.datetime):
return np.datetime64(dt)
return dt
# constrict further by date
if start:
start = convert_datelike_to_long(start)
start_index += current_dates.searchsorted(start)
if end:
end = convert_datelike_to_long(end)
_end = current_dates.searchsorted(end, 'right')
end_index -= len(current_dates) - _end
where = slice(start_index, end_index)
values = self.buffer.values[item_indexer, where, :]
current_dates = self.date_buf[where]
if raw:
# return copy so we can change it without side effects here
return values.copy()
major_axis = pd.DatetimeIndex(deepcopy(current_dates), tz='utc')
if values.ndim == 3:
return pd.Panel(values, self.items, major_axis, self.minor_axis,
dtype=self.dtype)
elif values.ndim == 2:
return pd.DataFrame(values, major_axis, self.minor_axis,
dtype=self.dtype) | [
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] | Get a Panel that is the current data in view. It is not safe to persist
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/data.py#L165-L214 | train | Get a Panel that is the current data in view. It is safe to persist these objects because they are not in view. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + '\063' + chr(1721 - 1672) + chr(0b110001), 34922 - 34914), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(394 - 343) + '\061' + chr(0b110100 + 0o3), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110011) + '\064', 4726 - 4718), ehT0Px3KOsy9('\060' + '\157' + chr(0b110000 + 0o2) + chr(0b100100 + 0o20) + chr(1115 - 1063), 62490 - 62482), ehT0Px3KOsy9('\060' + chr(9430 - 9319) + chr(0b101101 + 0o6) + chr(0b110111) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(0b110011) + chr(1957 - 1908) + chr(0b110010), 27314 - 27306), ehT0Px3KOsy9(chr(48) + chr(8337 - 8226) + chr(50) + chr(2073 - 2021) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(6485 - 6374) + '\061' + chr(0b111 + 0o53) + chr(760 - 711), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + '\063' + '\x36' + chr(335 - 283), 0o10), ehT0Px3KOsy9(chr(1473 - 1425) + chr(0b101110 + 0o101) + chr(1409 - 1359) + chr(611 - 560) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1100100 + 0o13) + '\061' + chr(0b110100) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + '\x31' + chr(0b110110) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(49) + chr(161 - 107), 24699 - 24691), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b11110 + 0o26) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11001 + 0o30) + chr(0b100000 + 0o22) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110010) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(0b110011) + '\x37' + '\065', 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(51) + chr(847 - 794) + chr(0b110101), 32508 - 32500), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100011 + 0o17) + chr(1940 - 1887) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(177 - 127) + '\x32' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(2344 - 2295) + chr(48) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(50) + chr(0b110010) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(489 - 441) + '\157' + chr(0b110011) + chr(50) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1601 - 1553) + '\157' + chr(0b0 + 0o62) + '\x31' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b110001) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4706 - 4595) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(54) + chr(0b0 + 0o63), 38152 - 38144), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\x34' + chr(2060 - 2007), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\062' + chr(0b11111 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b110 + 0o55) + chr(0b100101 + 0o21) + chr(2121 - 2067), ord("\x08")), ehT0Px3KOsy9(chr(2052 - 2004) + chr(111) + '\066' + chr(2220 - 2169), 48170 - 48162), ehT0Px3KOsy9(chr(349 - 301) + chr(2470 - 2359) + chr(0b110011 + 0o0) + chr(803 - 755) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(679 - 626) + chr(429 - 381), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10000 + 0o43) + chr(0b110100) + chr(0b110001 + 0o1), 0o10), ehT0Px3KOsy9(chr(1139 - 1091) + chr(0b1101111) + chr(635 - 586) + '\x37' + chr(0b111 + 0o60), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b100001 + 0o24) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101111 + 0o2) + '\x31' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(11149 - 11038) + '\062' + chr(0b110010) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(11650 - 11539) + chr(49) + '\x32' + chr(0b110110), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b100001 + 0o116) + chr(81 - 28) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), chr(6886 - 6786) + '\x65' + chr(99) + '\157' + '\x64' + '\145')('\x75' + '\x74' + chr(0b11010 + 0o114) + chr(45) + chr(746 - 690)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def m1ksWmMNa1C_(oVre8I6UXc3b, N7j7ePTXzzI0=None, E5jPYKeS99ZR=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110000), ord("\x08")), avRbFsnfJxQj=None, whWDZq5_lP01=None):
K8rixraR0lih = W3g84rNiEdDQ(None)
if N7j7ePTXzzI0:
K8rixraR0lih = oVre8I6UXc3b.items.get_loc(N7j7ePTXzzI0)
jrpEXfDZwQEA = oVre8I6UXc3b._start_index
WjkykCmrXkZ6 = oVre8I6UXc3b.xBJ86HjnqWFB
dRFAC59yQBm_ = W3g84rNiEdDQ(jrpEXfDZwQEA, WjkykCmrXkZ6)
J__KlPXjo4yB = oVre8I6UXc3b.oVGNqoHXnABu[dRFAC59yQBm_]
def f1ullfXlNC_7(OmU3Un949MWT):
if PlSM16l2KDPD(OmU3Un949MWT, xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\xa61\xc1\x8b\xbe\xc7<\x84'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + chr(0b1111 + 0o125) + '\145')(chr(0b111011 + 0o72) + '\x74' + chr(102) + chr(0b10010 + 0o33) + chr(0b111000)))):
return xafqLlk3kkUe(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xbc1\x9c'), chr(100) + chr(104 - 3) + '\x63' + chr(0b1101111) + chr(100) + chr(0b11110 + 0o107))('\x75' + '\x74' + chr(0b1100110) + chr(752 - 707) + '\x38'))
if PlSM16l2KDPD(OmU3Un949MWT, xafqLlk3kkUe(zKdiQFzuryNR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xae(\xc1\x8c\xa3\xcb4'), '\144' + chr(3115 - 3014) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b110101 + 0o60))('\x75' + '\164' + chr(9069 - 8967) + '\055' + '\070'))):
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xae(\xc1\x8c\xa3\xcb4\xc2\xab'), chr(1345 - 1245) + chr(0b1000100 + 0o41) + '\143' + '\157' + chr(100) + chr(7377 - 7276))(chr(0b100111 + 0o116) + chr(116) + chr(0b1100110) + chr(45) + chr(747 - 691)))(OmU3Un949MWT)
return OmU3Un949MWT
if avRbFsnfJxQj:
avRbFsnfJxQj = f1ullfXlNC_7(avRbFsnfJxQj)
jrpEXfDZwQEA += J__KlPXjo4yB.searchsorted(avRbFsnfJxQj)
if whWDZq5_lP01:
whWDZq5_lP01 = f1ullfXlNC_7(whWDZq5_lP01)
GXkVmUwUyizV = J__KlPXjo4yB.searchsorted(whWDZq5_lP01, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\xa6;\xcc\x8c'), chr(7489 - 7389) + chr(0b1001 + 0o134) + '\x63' + '\157' + '\x64' + chr(5621 - 5520))(chr(0b1110101) + '\x74' + chr(0b11101 + 0o111) + '\x2d' + '\070'))
WjkykCmrXkZ6 -= c2A0yzQpDQB3(J__KlPXjo4yB) - GXkVmUwUyizV
dRFAC59yQBm_ = W3g84rNiEdDQ(jrpEXfDZwQEA, WjkykCmrXkZ6)
SPnCNu54H1db = oVre8I6UXc3b.buffer.SPnCNu54H1db[K8rixraR0lih, dRFAC59yQBm_, :]
J__KlPXjo4yB = oVre8I6UXc3b.oVGNqoHXnABu[dRFAC59yQBm_]
if E5jPYKeS99ZR:
return xafqLlk3kkUe(SPnCNu54H1db, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xa8\x08\xcc\xb0\x99\x92;\x83\xc9\x17\x12'), '\x64' + chr(0b1011011 + 0o12) + chr(5806 - 5707) + '\157' + chr(100) + chr(101))(chr(0b1110101) + chr(0b101011 + 0o111) + chr(0b1100100 + 0o2) + chr(368 - 323) + chr(0b110000 + 0o10)))()
AyrZH0G8YfTV = dubtF9GfzOdC.DatetimeIndex(GUxGQElCEOAD(J__KlPXjo4yB), tz=xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xbb?'), chr(100) + chr(6655 - 6554) + chr(0b1100011) + chr(0b1101111) + chr(0b101101 + 0o67) + '\145')('\165' + chr(11378 - 11262) + chr(0b1100110) + chr(1829 - 1784) + '\070'))
if xafqLlk3kkUe(SPnCNu54H1db, xafqLlk3kkUe(SXOLrMavuUCe(b"\xae\xa01\xd4\xb0\x88\xcf\x05\x87\xf9.'"), chr(0b1100100) + '\145' + chr(3334 - 3235) + chr(0b1101111 + 0o0) + '\144' + chr(0b1100101))(chr(8473 - 8356) + chr(116) + chr(1499 - 1397) + chr(0b101101) + chr(2543 - 2487))) == ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(51), 0b1000):
return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xae2\xc1\x94'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b110001 + 0o76) + chr(0b1000001 + 0o43) + '\145')(chr(11000 - 10883) + '\164' + chr(9138 - 9036) + '\x2d' + chr(56)))(SPnCNu54H1db, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xb5*\xc1\xb1\x90\x95\x18\x98\xcc,J'), '\144' + chr(10041 - 9940) + chr(5223 - 5124) + chr(10344 - 10233) + chr(945 - 845) + chr(0b1010000 + 0o25))(chr(117) + chr(116) + '\146' + chr(0b10001 + 0o34) + chr(56))), AyrZH0G8YfTV, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xa62\xcb\x8a\x95\xc7)\x9d\xec'), chr(7121 - 7021) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b11111 + 0o106))(chr(7021 - 6904) + '\164' + '\x66' + chr(45) + chr(56))), dtype=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\x9c\n\x9d\xb1\x81\xc84\x99\xd7S8'), chr(4756 - 4656) + '\x65' + chr(99) + chr(0b1101111) + '\x64' + '\145')(chr(117) + chr(0b111101 + 0o67) + chr(0b1100100 + 0o2) + chr(1896 - 1851) + chr(56))))
elif xafqLlk3kkUe(SPnCNu54H1db, xafqLlk3kkUe(SXOLrMavuUCe(b"\xae\xa01\xd4\xb0\x88\xcf\x05\x87\xf9.'"), chr(4120 - 4020) + chr(0b1100101) + '\143' + '\157' + '\x64' + chr(3694 - 3593))('\165' + '\164' + '\146' + '\x2d' + '\x38')) == ehT0Px3KOsy9('\x30' + chr(2401 - 2290) + chr(580 - 530), 0o10):
return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\xae(\xc5\xbe\xb8\xc7<\x91'), chr(9292 - 9192) + chr(0b1100101) + chr(99) + chr(0b1010100 + 0o33) + chr(4673 - 4573) + '\145')(chr(0b111010 + 0o73) + '\x74' + '\146' + chr(0b101101) + chr(659 - 603)))(SPnCNu54H1db, AyrZH0G8YfTV, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\xa62\xcb\x8a\x95\xc7)\x9d\xec'), '\x64' + chr(9572 - 9471) + '\143' + chr(3559 - 3448) + '\x64' + chr(6336 - 6235))(chr(0b1110101) + chr(0b11010 + 0o132) + chr(0b111001 + 0o55) + chr(45) + '\x38')), dtype=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\x9c\n\x9d\xb1\x81\xc84\x99\xd7S8'), chr(0b1010101 + 0o17) + chr(9052 - 8951) + chr(99) + chr(5771 - 5660) + '\x64' + '\x65')(chr(117) + chr(3205 - 3089) + chr(589 - 487) + chr(45) + chr(0b111000)))) |
quantopian/zipline | zipline/utils/data.py | RollingPanel.set_current | def set_current(self, panel):
"""
Set the values stored in our current in-view data to be values of the
passed panel. The passed panel must have the same indices as the panel
that would be returned by self.get_current.
"""
where = slice(self._start_index, self._pos)
self.buffer.values[:, where, :] = panel.values | python | def set_current(self, panel):
"""
Set the values stored in our current in-view data to be values of the
passed panel. The passed panel must have the same indices as the panel
that would be returned by self.get_current.
"""
where = slice(self._start_index, self._pos)
self.buffer.values[:, where, :] = panel.values | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/data.py#L216-L223 | train | Set the values stored in our current in - view data to be values of the passed panel. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x32' + chr(69 - 18), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(54) + chr(2117 - 2063), 20991 - 20983), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110111) + chr(1910 - 1857), 39673 - 39665), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110100) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + '\x32' + chr(49) + chr(0b11010 + 0o34), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110101) + '\x32', 45208 - 45200), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\064' + chr(0b110000 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(1141 - 1030) + chr(50) + chr(0b10110 + 0o40), 0b1000), ehT0Px3KOsy9('\060' + chr(9957 - 9846) + chr(1413 - 1364) + chr(0b100100 + 0o16) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(6410 - 6299) + chr(508 - 454) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x31' + chr(54), 28381 - 28373), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100110 + 0o14) + '\x36', 8), ehT0Px3KOsy9(chr(1739 - 1691) + chr(111) + chr(2381 - 2332) + chr(0b110100) + '\064', 62787 - 62779), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(4199 - 4088) + chr(51) + chr(0b101 + 0o61) + chr(0b100100 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11385 - 11274) + '\x31' + '\x32' + '\x37', 222 - 214), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11011 + 0o27) + chr(55) + chr(201 - 153), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x34' + chr(2183 - 2132), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b100100 + 0o16) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + '\x32' + chr(2237 - 2183) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(0b110001) + chr(0b10100 + 0o41) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(55) + chr(0b110 + 0o52), 59953 - 59945), ehT0Px3KOsy9(chr(48) + chr(0b1100110 + 0o11) + '\061' + chr(0b110100) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1545 - 1497) + chr(11260 - 11149) + chr(354 - 303) + chr(1989 - 1935) + '\066', 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(353 - 242) + chr(0b110011) + chr(0b1001 + 0o53) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1000010 + 0o55) + chr(2196 - 2147) + '\x31' + '\x31', 0o10), ehT0Px3KOsy9(chr(540 - 492) + chr(111) + chr(49) + '\063' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\065' + chr(51), 21524 - 21516), ehT0Px3KOsy9('\060' + chr(111) + '\065', 0b1000), ehT0Px3KOsy9(chr(1469 - 1421) + chr(111) + '\x31' + chr(1112 - 1060) + chr(1286 - 1232), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\065' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x37' + '\061', 3692 - 3684), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + chr(0b110100) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x33', 0b1000), ehT0Px3KOsy9(chr(336 - 288) + chr(111) + chr(766 - 716) + chr(0b110100) + '\062', 31751 - 31743), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + '\061' + chr(2470 - 2420) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b1000 + 0o52) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(114 - 59) + chr(48), 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1000000 + 0o57) + '\061' + chr(0b101000 + 0o16) + chr(0b110101), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd'), '\x64' + chr(5043 - 4942) + '\x63' + chr(0b100010 + 0o115) + chr(100) + '\x65')(chr(117) + '\x74' + '\146' + chr(1518 - 1473) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DffRKTk4taK2(oVre8I6UXc3b, mFJ4wMiKpxAq):
dRFAC59yQBm_ = W3g84rNiEdDQ(oVre8I6UXc3b._start_index, oVre8I6UXc3b.xBJ86HjnqWFB)
oVre8I6UXc3b.buffer.SPnCNu54H1db[:, dRFAC59yQBm_, :] = mFJ4wMiKpxAq.SPnCNu54H1db |
quantopian/zipline | zipline/utils/data.py | RollingPanel._roll_data | def _roll_data(self):
"""
Roll window worth of data up to position zero.
Save the effort of having to expensively roll at each iteration
"""
self.buffer.values[:, :self._window, :] = \
self.buffer.values[:, -self._window:, :]
self.date_buf[:self._window] = self.date_buf[-self._window:]
self._pos = self._window | python | def _roll_data(self):
"""
Roll window worth of data up to position zero.
Save the effort of having to expensively roll at each iteration
"""
self.buffer.values[:, :self._window, :] = \
self.buffer.values[:, -self._window:, :]
self.date_buf[:self._window] = self.date_buf[-self._window:]
self._pos = self._window | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/data.py#L229-L238 | train | Roll the data up to the position zero. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(1064 - 953) + chr(0b1101 + 0o45) + chr(0b110001) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b10101 + 0o42) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b110110) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(51) + chr(0b101101 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(11842 - 11731) + chr(1268 - 1215) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(465 - 354) + chr(0b10111 + 0o34) + '\063' + chr(2168 - 2120), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001001 + 0o46) + chr(51) + chr(367 - 312) + chr(0b1010 + 0o47), 6402 - 6394), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(2317 - 2266) + '\060', 0o10), ehT0Px3KOsy9(chr(1686 - 1638) + '\157' + chr(0b110011) + '\x31' + chr(0b100010 + 0o17), 18941 - 18933), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\064' + chr(48), 32600 - 32592), ehT0Px3KOsy9(chr(2160 - 2112) + chr(0b111 + 0o150) + chr(0b0 + 0o63) + '\063' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(12278 - 12167) + '\x33' + chr(55), 20018 - 20010), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(1268 - 1215) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b110001) + '\x31' + chr(52), 61668 - 61660), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x37' + chr(0b110101), 10880 - 10872), ehT0Px3KOsy9(chr(0b110000) + chr(6681 - 6570) + chr(2219 - 2169) + chr(1817 - 1767) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1214 - 1166) + '\157' + chr(49) + '\x37' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9821 - 9710) + '\062' + chr(51) + chr(48), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(1345 - 1293) + chr(1013 - 964), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b1000 + 0o52) + '\066' + '\066', 46123 - 46115), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b101 + 0o55) + chr(48) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b110010) + chr(2299 - 2248) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(987 - 938) + chr(0b11001 + 0o30) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b101110 + 0o2) + '\x30', 54940 - 54932), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(1276 - 1222) + chr(0b100101 + 0o13), 14922 - 14914), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(50) + '\065', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(0b110011) + '\064' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x35' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1918 - 1870) + '\157' + chr(0b11111 + 0o24) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(53) + chr(0b101011 + 0o10), 0b1000), ehT0Px3KOsy9(chr(1845 - 1797) + chr(4219 - 4108) + chr(50) + chr(0b110101) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11001 + 0o31) + chr(0b11 + 0o61) + chr(0b110000), 8), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + chr(0b100101 + 0o17) + chr(0b10011 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(870 - 819) + chr(0b10110 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(1647 - 1599) + chr(6195 - 6084) + chr(0b110001) + chr(0b11011 + 0o26) + chr(149 - 94), 46836 - 46828), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\x35' + '\x31', 0b1000), ehT0Px3KOsy9(chr(1811 - 1763) + '\157' + chr(1089 - 1039) + chr(2362 - 2313) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\062' + chr(274 - 224) + '\x31', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(589 - 541) + chr(111) + '\x35' + chr(269 - 221), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7'), chr(100) + '\145' + chr(0b1011011 + 0o10) + '\157' + chr(0b1100100) + chr(0b100 + 0o141))(chr(6892 - 6775) + '\164' + chr(0b1000100 + 0o42) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def gFNypGAxx6u1(oVre8I6UXc3b):
oVre8I6UXc3b.buffer.SPnCNu54H1db[:, :oVre8I6UXc3b.miaH4NNeWes2, :] = oVre8I6UXc3b.buffer.SPnCNu54H1db[:, -oVre8I6UXc3b.miaH4NNeWes2:, :]
oVre8I6UXc3b.oVGNqoHXnABu[:oVre8I6UXc3b.miaH4NNeWes2] = oVre8I6UXc3b.oVGNqoHXnABu[-oVre8I6UXc3b.miaH4NNeWes2:]
oVre8I6UXc3b.xBJ86HjnqWFB = oVre8I6UXc3b.miaH4NNeWes2 |
quantopian/zipline | zipline/utils/data.py | MutableIndexRollingPanel.oldest_frame | def oldest_frame(self, raw=False):
"""
Get the oldest frame in the panel.
"""
if raw:
return self.buffer.values[:, self._oldest_frame_idx(), :]
return self.buffer.iloc[:, self._oldest_frame_idx(), :] | python | def oldest_frame(self, raw=False):
"""
Get the oldest frame in the panel.
"""
if raw:
return self.buffer.values[:, self._oldest_frame_idx(), :]
return self.buffer.iloc[:, self._oldest_frame_idx(), :] | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/data.py#L273-L279 | train | Get the oldest frame in the panel. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(50) + chr(971 - 918), 34928 - 34920), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(10796 - 10685) + '\x31' + '\x36' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11010 + 0o27) + chr(917 - 862) + chr(0b110001), 37051 - 37043), ehT0Px3KOsy9(chr(0b110000) + chr(0b101111 + 0o100) + '\x32' + chr(0b110100) + chr(0b11 + 0o57), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(819 - 770) + chr(375 - 327) + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\063' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + '\x35' + chr(51), 4156 - 4148), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110110) + chr(1508 - 1457), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\061' + '\065' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(51) + '\x33' + chr(0b111 + 0o51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x34' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110000 + 0o3) + chr(0b110111) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x37' + chr(1687 - 1639), 0b1000), ehT0Px3KOsy9('\060' + chr(2217 - 2106) + '\x31' + chr(0b110000) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(271 - 222) + chr(0b101010 + 0o10) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b110011) + '\066' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(53), 3588 - 3580), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(11878 - 11767) + chr(0b110011) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(0b100110 + 0o14) + chr(0b110000) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b101000 + 0o11) + chr(0b101101 + 0o3), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110 + 0o151) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010011 + 0o34) + '\061' + chr(55) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1111 + 0o45) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + '\x31' + chr(0b110110) + chr(0b1100 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(802 - 754) + chr(0b1101111) + chr(0b110001) + chr(0b100011 + 0o15) + chr(0b11010 + 0o30), 25813 - 25805), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(55) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(0b110011) + chr(54) + chr(0b100111 + 0o15), 35856 - 35848), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1010 + 0o145) + chr(786 - 737) + chr(0b101100 + 0o7) + chr(0b10001 + 0o45), 0o10), ehT0Px3KOsy9(chr(323 - 275) + chr(0b1101111) + '\x33', 0b1000), ehT0Px3KOsy9(chr(574 - 526) + chr(3650 - 3539) + chr(0b101101 + 0o4) + '\x37' + chr(54), 59736 - 59728), ehT0Px3KOsy9(chr(0b110000) + chr(6109 - 5998) + chr(138 - 89) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2195 - 2145) + chr(55) + chr(140 - 86), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(8571 - 8460) + chr(2371 - 2321) + chr(0b110001) + '\x36', 12983 - 12975), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b1 + 0o64) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(9737 - 9626) + chr(0b110001) + chr(0b1111 + 0o50) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(5201 - 5090) + '\x32' + chr(51), 53914 - 53906), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(184 - 135) + chr(55) + chr(0b1001 + 0o55), 8), ehT0Px3KOsy9('\x30' + chr(6859 - 6748) + chr(50) + chr(116 - 65) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b110001) + '\x32' + chr(1666 - 1616), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(52) + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b110000 + 0o77) + '\x35' + chr(0b11101 + 0o23), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'{'), '\x64' + '\x65' + chr(8321 - 8222) + chr(111) + chr(100) + chr(8102 - 8001))(chr(117) + '\164' + chr(0b1100110) + chr(1147 - 1102) + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HZWi0OGfy6_t(oVre8I6UXc3b, E5jPYKeS99ZR=ehT0Px3KOsy9(chr(1857 - 1809) + chr(11183 - 11072) + chr(0b110000), 8)):
if E5jPYKeS99ZR:
return xafqLlk3kkUe(oVre8I6UXc3b.buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06$\x17\xe1\r/\x1e\x07!\xe9\xc4\x98'), '\144' + '\145' + chr(0b1100011) + chr(0b1011111 + 0o20) + chr(8936 - 8836) + chr(0b1100101))(chr(117) + chr(0b10100 + 0o140) + chr(3219 - 3117) + '\055' + '\070'))[:, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\n\x1b\x15\xc6&)_l\x0f\xaa\xc1\x97]\x19<\x92}'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b101010 + 0o105) + chr(0b1100100) + '\x65')(chr(0b1110000 + 0o5) + '\164' + chr(0b110110 + 0o60) + chr(0b101000 + 0o5) + chr(344 - 288)))(), :]
return xafqLlk3kkUe(oVre8I6UXc3b.buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'?MH\xd4\x0c>b{(\x9b\xf2\xb9'), chr(7900 - 7800) + '\x65' + chr(3592 - 3493) + chr(0b1000001 + 0o56) + chr(100) + chr(0b1100101))('\x75' + chr(116) + chr(0b1100100 + 0o2) + '\x2d' + chr(0b111000)))[:, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\n\x1b\x15\xc6&)_l\x0f\xaa\xc1\x97]\x19<\x92}'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + chr(101))(chr(8264 - 8147) + '\164' + chr(8235 - 8133) + chr(45) + chr(56)))(), :] |
quantopian/zipline | zipline/utils/data.py | MutableIndexRollingPanel.get_current | def get_current(self):
"""
Get a Panel that is the current data in view. It is not safe to persist
these objects because internal data might change
"""
where = slice(self._oldest_frame_idx(), self._pos)
major_axis = pd.DatetimeIndex(deepcopy(self.date_buf[where]), tz='utc')
return pd.Panel(self.buffer.values[:, where, :], self.items,
major_axis, self.minor_axis, dtype=self.dtype) | python | def get_current(self):
"""
Get a Panel that is the current data in view. It is not safe to persist
these objects because internal data might change
"""
where = slice(self._oldest_frame_idx(), self._pos)
major_axis = pd.DatetimeIndex(deepcopy(self.date_buf[where]), tz='utc')
return pd.Panel(self.buffer.values[:, where, :], self.items,
major_axis, self.minor_axis, dtype=self.dtype) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/data.py#L294-L303 | train | Get a Panel that is the current data in view. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x37' + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1167 - 1116) + '\065' + chr(0b111 + 0o60), 21564 - 21556), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110000) + '\065', 53962 - 53954), ehT0Px3KOsy9(chr(48) + chr(4822 - 4711) + '\063' + '\065' + chr(48), 17479 - 17471), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11 + 0o60) + chr(944 - 891) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1238 - 1190) + chr(0b1101111) + chr(51) + chr(49) + chr(615 - 563), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + '\062' + '\x32' + chr(484 - 433), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(10094 - 9983) + chr(0b11010 + 0o27) + '\x33', 44522 - 44514), ehT0Px3KOsy9(chr(1412 - 1364) + chr(0b1011100 + 0o23) + chr(0b10011 + 0o42) + '\x33', 59386 - 59378), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(1335 - 1286) + '\x34' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(51) + chr(2313 - 2261), 48114 - 48106), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b110010) + chr(48) + chr(191 - 141), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101110 + 0o6) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(2182 - 2134) + '\x6f' + chr(49) + chr(0b110111) + chr(1462 - 1412), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(383 - 332) + chr(50) + chr(0b110111 + 0o0), 3886 - 3878), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(224 - 174) + '\062' + chr(54), 0b1000), ehT0Px3KOsy9(chr(1833 - 1785) + '\x6f' + '\x32' + chr(0b1101 + 0o51) + chr(960 - 906), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(728 - 679) + chr(51) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1017 - 969) + '\x6f' + chr(0b100011 + 0o20) + chr(53) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x31' + chr(784 - 733), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b110000) + chr(49), 13816 - 13808), ehT0Px3KOsy9('\060' + '\x6f' + chr(1579 - 1530) + chr(48) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(10145 - 10034) + '\066' + chr(2121 - 2072), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(0b110011) + '\x32' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(10139 - 10028) + chr(2571 - 2518) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101100 + 0o10) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(49) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x30' + '\x34', 34773 - 34765), ehT0Px3KOsy9(chr(969 - 921) + chr(111) + chr(0b101101 + 0o4) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10110 + 0o131) + chr(0b1100 + 0o46) + '\x37' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2080 - 2030) + chr(114 - 64) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + '\x31' + '\064' + chr(0b1001 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100010 + 0o21) + chr(0b11101 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110101) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b110010) + '\x33' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\x31' + '\060' + '\065', 19543 - 19535), ehT0Px3KOsy9(chr(48) + chr(111) + chr(506 - 457) + chr(0b110010) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(79 - 31) + '\157' + chr(1605 - 1554) + chr(728 - 674) + '\x36', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + '\x35' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'S'), '\x64' + chr(0b0 + 0o145) + '\143' + chr(460 - 349) + chr(0b1100100) + chr(101))('\165' + chr(0b1110100) + chr(0b1000100 + 0o42) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def m1ksWmMNa1C_(oVre8I6UXc3b):
dRFAC59yQBm_ = W3g84rNiEdDQ(oVre8I6UXc3b._oldest_frame_idx(), oVre8I6UXc3b.xBJ86HjnqWFB)
AyrZH0G8YfTV = dubtF9GfzOdC.DatetimeIndex(GUxGQElCEOAD(oVre8I6UXc3b.oVGNqoHXnABu[dRFAC59yQBm_]), tz=xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x9b\xa6'), '\144' + chr(0b1100101) + '\143' + '\x6f' + chr(0b1001011 + 0o31) + chr(0b111000 + 0o55))(chr(117) + chr(116) + chr(102) + chr(45) + '\070'))
return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'-\x8e\xab\x8d\x81'), '\x64' + '\145' + '\143' + '\157' + chr(0b10110 + 0o116) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(8072 - 7970) + chr(661 - 616) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b.buffer, xafqLlk3kkUe(SXOLrMavuUCe(b'.\xbf\xab\xab\xa3\xb9\xa6?cU8\xe0'), chr(6459 - 6359) + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(1660 - 1559))(chr(0b1001001 + 0o54) + '\164' + chr(9986 - 9884) + '\x2d' + chr(56)))[:, dRFAC59yQBm_, :], xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x95\xb3\x8d\xa4\x96\xa0BG7\x14\xbb'), '\x64' + chr(0b10111 + 0o116) + '\143' + chr(0b11 + 0o154) + chr(100) + '\145')('\x75' + '\x74' + chr(0b1100110) + chr(45) + chr(0b101110 + 0o12))), AyrZH0G8YfTV, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\x86\xab\x87\x9f\x93\xf2sB\x17'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + '\x64' + chr(10025 - 9924))(chr(117) + chr(0b1110100) + chr(9449 - 9347) + chr(45) + '\070')), dtype=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xbc\x93\xd1\xa4\x87\xfdnF,k\xc9'), '\144' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(100) + '\145')(chr(0b1101010 + 0o13) + '\x74' + chr(102) + '\055' + chr(0b101101 + 0o13)))) |
quantopian/zipline | zipline/finance/order.py | Order.check_triggers | def check_triggers(self, price, dt):
"""
Update internal state based on price triggers and the
trade event's price.
"""
stop_reached, limit_reached, sl_stop_reached = \
self.check_order_triggers(price)
if (stop_reached, limit_reached) \
!= (self.stop_reached, self.limit_reached):
self.dt = dt
self.stop_reached = stop_reached
self.limit_reached = limit_reached
if sl_stop_reached:
# Change the STOP LIMIT order into a LIMIT order
self.stop = None | python | def check_triggers(self, price, dt):
"""
Update internal state based on price triggers and the
trade event's price.
"""
stop_reached, limit_reached, sl_stop_reached = \
self.check_order_triggers(price)
if (stop_reached, limit_reached) \
!= (self.stop_reached, self.limit_reached):
self.dt = dt
self.stop_reached = stop_reached
self.limit_reached = limit_reached
if sl_stop_reached:
# Change the STOP LIMIT order into a LIMIT order
self.stop = None | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/finance/order.py#L108-L122 | train | Update internal state based on price triggers and the order triggers. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + '\x37' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(10207 - 10096) + chr(2645 - 2592) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(676 - 627) + chr(0b1111 + 0o41), 0o10), ehT0Px3KOsy9(chr(1968 - 1920) + chr(0b10001 + 0o136) + chr(1466 - 1415) + '\067' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b111000 + 0o67) + '\066' + chr(0b101110 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(1524 - 1476) + chr(4679 - 4568) + '\x31' + chr(385 - 336) + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x33' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + chr(51) + '\061' + chr(0b110010 + 0o3), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1764 - 1715) + '\x30' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1101 + 0o47) + chr(0b1101 + 0o43), 9497 - 9489), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b110010) + chr(182 - 132) + chr(1060 - 1011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10001 + 0o41) + chr(0b10110 + 0o40) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110011) + chr(53), 63804 - 63796), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + '\x31' + chr(1579 - 1528) + chr(0b110010), 32369 - 32361), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1972 - 1921) + chr(0b1110 + 0o42) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b111 + 0o51) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1533 - 1485) + '\x6f' + chr(1155 - 1107), 48623 - 48615), ehT0Px3KOsy9(chr(0b110000) + chr(0b101111 + 0o100) + '\x31' + chr(0b110111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\060' + chr(1056 - 1007), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(475 - 426) + '\067' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1100010 + 0o15) + '\x33' + '\x32' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(481 - 433) + chr(111) + chr(332 - 280) + chr(0b1011 + 0o51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + '\061' + chr(0b110101) + '\x31', 25366 - 25358), ehT0Px3KOsy9(chr(741 - 693) + '\157' + chr(0b1 + 0o60) + '\066' + '\x30', 13467 - 13459), ehT0Px3KOsy9('\x30' + chr(5304 - 5193) + chr(0b11001 + 0o31) + chr(52) + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9('\060' + chr(10201 - 10090) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(6201 - 6090) + chr(0b101110 + 0o3) + chr(2574 - 2523) + chr(2079 - 2030), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\067', 0b1000), ehT0Px3KOsy9(chr(124 - 76) + '\157' + chr(0b110100) + '\x30', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(94 - 46) + chr(736 - 688), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(768 - 657) + chr(55) + chr(1805 - 1751), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b11111 + 0o26) + chr(0b110001), 53865 - 53857), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + chr(49) + chr(0b10110 + 0o33) + '\x35', 50572 - 50564), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1001011 + 0o44) + '\062' + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11010 + 0o27) + chr(0b110010) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110001) + '\065' + chr(0b110 + 0o61), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\063' + '\x32' + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + '\x33' + '\x31' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b110010) + chr(0b11110 + 0o25) + chr(2886 - 2832), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(584 - 531) + chr(0b100100 + 0o14), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), chr(8901 - 8801) + chr(0b1011000 + 0o15) + '\x63' + chr(0b10011 + 0o134) + chr(100) + chr(0b1100101))(chr(117) + chr(0b1100100 + 0o20) + '\x66' + '\055' + chr(2323 - 2267)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def J2TLo5t7aQrd(oVre8I6UXc3b, t4W21LCLQw1O, OmU3Un949MWT):
(T0vrDU2rTVEg, s8r8n1dVldjZ, qnHSwZlC_XtU) = oVre8I6UXc3b.check_order_triggers(t4W21LCLQw1O)
if (T0vrDU2rTVEg, s8r8n1dVldjZ) != (xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'K\\\xe7\x8ai:\xfe\xac!H\xf4\xd0'), chr(100) + '\145' + chr(0b111101 + 0o46) + '\157' + '\144' + '\x65')(chr(0b1001110 + 0o47) + chr(0b1001000 + 0o54) + chr(0b1100110) + chr(952 - 907) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'TA\xe5\x93B\x17\xe9\xa8#C\xf9\xd1\xb9'), chr(0b1100100) + chr(3950 - 3849) + chr(99) + '\157' + chr(100) + chr(0b111 + 0o136))(chr(0b1101011 + 0o12) + '\x74' + chr(348 - 246) + '\055' + chr(56)))):
oVre8I6UXc3b.OmU3Un949MWT = OmU3Un949MWT
oVre8I6UXc3b.T0vrDU2rTVEg = T0vrDU2rTVEg
oVre8I6UXc3b.s8r8n1dVldjZ = s8r8n1dVldjZ
if qnHSwZlC_XtU:
oVre8I6UXc3b.i64wROPYXl1w = None |
quantopian/zipline | zipline/finance/order.py | Order.check_order_triggers | def check_order_triggers(self, current_price):
"""
Given an order and a trade event, return a tuple of
(stop_reached, limit_reached).
For market orders, will return (False, False).
For stop orders, limit_reached will always be False.
For limit orders, stop_reached will always be False.
For stop limit orders a Boolean is returned to flag
that the stop has been reached.
Orders that have been triggered already (price targets reached),
the order's current values are returned.
"""
if self.triggered:
return (self.stop_reached, self.limit_reached, False)
stop_reached = False
limit_reached = False
sl_stop_reached = False
order_type = 0
if self.amount > 0:
order_type |= BUY
else:
order_type |= SELL
if self.stop is not None:
order_type |= STOP
if self.limit is not None:
order_type |= LIMIT
if order_type == BUY | STOP | LIMIT:
if current_price >= self.stop:
sl_stop_reached = True
if current_price <= self.limit:
limit_reached = True
elif order_type == SELL | STOP | LIMIT:
if current_price <= self.stop:
sl_stop_reached = True
if current_price >= self.limit:
limit_reached = True
elif order_type == BUY | STOP:
if current_price >= self.stop:
stop_reached = True
elif order_type == SELL | STOP:
if current_price <= self.stop:
stop_reached = True
elif order_type == BUY | LIMIT:
if current_price <= self.limit:
limit_reached = True
elif order_type == SELL | LIMIT:
# This is a SELL LIMIT order
if current_price >= self.limit:
limit_reached = True
return (stop_reached, limit_reached, sl_stop_reached) | python | def check_order_triggers(self, current_price):
"""
Given an order and a trade event, return a tuple of
(stop_reached, limit_reached).
For market orders, will return (False, False).
For stop orders, limit_reached will always be False.
For limit orders, stop_reached will always be False.
For stop limit orders a Boolean is returned to flag
that the stop has been reached.
Orders that have been triggered already (price targets reached),
the order's current values are returned.
"""
if self.triggered:
return (self.stop_reached, self.limit_reached, False)
stop_reached = False
limit_reached = False
sl_stop_reached = False
order_type = 0
if self.amount > 0:
order_type |= BUY
else:
order_type |= SELL
if self.stop is not None:
order_type |= STOP
if self.limit is not None:
order_type |= LIMIT
if order_type == BUY | STOP | LIMIT:
if current_price >= self.stop:
sl_stop_reached = True
if current_price <= self.limit:
limit_reached = True
elif order_type == SELL | STOP | LIMIT:
if current_price <= self.stop:
sl_stop_reached = True
if current_price >= self.limit:
limit_reached = True
elif order_type == BUY | STOP:
if current_price >= self.stop:
stop_reached = True
elif order_type == SELL | STOP:
if current_price <= self.stop:
stop_reached = True
elif order_type == BUY | LIMIT:
if current_price <= self.limit:
limit_reached = True
elif order_type == SELL | LIMIT:
# This is a SELL LIMIT order
if current_price >= self.limit:
limit_reached = True
return (stop_reached, limit_reached, sl_stop_reached) | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/finance/order.py#L124-L181 | train | Checks if the order triggers the current price. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(782 - 734) + '\x6f' + chr(0b110001) + chr(49) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1564 - 1516) + chr(111) + '\062' + chr(111 - 63) + chr(0b100101 + 0o16), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b11010 + 0o30) + chr(1845 - 1797) + chr(52), 58165 - 58157), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(49) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(2929 - 2818) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1565 - 1514) + chr(49) + chr(1579 - 1524), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10000 + 0o41) + '\x31' + chr(0b110000), 45646 - 45638), ehT0Px3KOsy9(chr(1596 - 1548) + '\157' + chr(0b10100 + 0o35) + '\x32' + chr(0b100 + 0o57), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + '\x33' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(2167 - 2114) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1814 - 1765) + chr(0b110011) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x35' + '\067', 0o10), ehT0Px3KOsy9(chr(1400 - 1352) + chr(0b1101111) + chr(1826 - 1777) + chr(48) + chr(0b100110 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(918 - 869) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b101101 + 0o4) + chr(0b1011 + 0o54) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(0b110011) + chr(0b110010) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1113 - 1064) + '\x35', 28647 - 28639), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\x35' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x36' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7362 - 7251) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(0b1110 + 0o45) + '\062' + '\x35', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(49) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\x32' + chr(51) + chr(0b100 + 0o63), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110110) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(415 - 367) + chr(0b100110 + 0o111) + '\x33' + '\061' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(541 - 492) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(1711 - 1662), 5212 - 5204), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(1320 - 1272), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(0b110001) + chr(0b10011 + 0o44) + chr(0b1010 + 0o52), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(55) + chr(1735 - 1681), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\064' + chr(0b1110 + 0o47), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(1008 - 959) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b101100 + 0o5) + chr(0b110000) + chr(50), 4594 - 4586), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010 + 0o0) + chr(0b110100) + chr(2618 - 2564), 46065 - 46057), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\067' + '\x34', 8), ehT0Px3KOsy9(chr(65 - 17) + '\157' + chr(0b110010 + 0o1) + '\062' + chr(0b110000), 61305 - 61297), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\060' + chr(54), 6261 - 6253), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\065' + chr(0b10010 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\x33' + '\x34' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(50) + chr(460 - 409), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10100 + 0o41) + '\x30', 49517 - 49509)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'd'), chr(0b101010 + 0o72) + '\x65' + '\143' + chr(2533 - 2422) + chr(0b10010 + 0o122) + chr(5486 - 5385))(chr(10031 - 9914) + chr(0b1110100) + chr(0b11110 + 0o110) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def yF6kEu8W1ZwN(oVre8I6UXc3b, uw44j69oz2VM):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'>\xf1\xed\xafa\xaa:6x'), chr(0b110011 + 0o61) + chr(9653 - 9552) + chr(99) + '\x6f' + chr(0b101101 + 0o67) + chr(0b1100101))('\165' + '\x74' + '\146' + chr(842 - 797) + chr(56))):
return (xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xb3\xf2\xbaB\x9az!H\xfd\x1e\x88'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(11055 - 10944) + chr(712 - 612) + '\x65')(chr(7990 - 7873) + '\164' + '\146' + chr(0b10101 + 0o30) + chr(0b110110 + 0o2))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'9\xbb\xf6\xf0h\xfe,\x05p\xcf1\xb5'), chr(0b101 + 0o137) + chr(0b1100101) + chr(99) + chr(198 - 87) + chr(3176 - 3076) + '\x65')(chr(0b11000 + 0o135) + chr(9041 - 8925) + chr(1752 - 1650) + chr(45) + chr(56))), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101011 + 0o5), 22333 - 22325))
T0vrDU2rTVEg = ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(0b110000), 8)
s8r8n1dVldjZ = ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110000), 8)
qnHSwZlC_XtU = ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(48), 8)
GBtoZqxomyat = ehT0Px3KOsy9(chr(1394 - 1346) + chr(0b1011100 + 0o23) + '\x30', 8)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\xbb\xcd\xac?\x96;\x16v\xfb\x08\xad'), '\144' + '\x65' + chr(99) + '\157' + '\x64' + '\145')(chr(0b1110101) + chr(13087 - 12971) + chr(0b110100 + 0o62) + chr(316 - 271) + chr(56))) > ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000), 8):
GBtoZqxomyat |= PKNdUZrwa3n7
else:
GBtoZqxomyat |= EKOppdcFhnaf
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xb5\xb0\xbfT\x80\x18\nD\xc7j\x98'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(8304 - 8193) + '\x64' + '\x65')('\165' + chr(2077 - 1961) + chr(0b1100110) + chr(45) + chr(0b111000))) is not None:
GBtoZqxomyat |= _GxZ4tdB7jxm
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xbb\xc6\xa9w\xa6\x03>\x7f\xf9m\x98'), chr(100) + '\x65' + chr(0b1100011) + chr(0b100010 + 0o115) + chr(6529 - 6429) + chr(0b1000100 + 0o41))(chr(0b1110101) + chr(0b1001001 + 0o53) + chr(102) + chr(0b100010 + 0o13) + '\070')) is not None:
GBtoZqxomyat |= Gnb8j_q6Nvee
if GBtoZqxomyat == PKNdUZrwa3n7 | _GxZ4tdB7jxm | Gnb8j_q6Nvee:
if uw44j69oz2VM >= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xb5\xb0\xbfT\x80\x18\nD\xc7j\x98'), chr(0b11101 + 0o107) + chr(0b111110 + 0o47) + '\x63' + '\x6f' + '\144' + '\x65')('\x75' + '\x74' + '\146' + chr(0b101101) + chr(172 - 116))):
qnHSwZlC_XtU = ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(5867 - 5756) + chr(1085 - 1036), 0b1000)
if uw44j69oz2VM <= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xbb\xc6\xa9w\xa6\x03>\x7f\xf9m\x98'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(100) + chr(101))(chr(0b1001011 + 0o52) + chr(116) + chr(0b1100110) + chr(0b101101) + '\x38')):
s8r8n1dVldjZ = ehT0Px3KOsy9('\x30' + '\157' + '\061', 8)
elif GBtoZqxomyat == EKOppdcFhnaf | _GxZ4tdB7jxm | Gnb8j_q6Nvee:
if uw44j69oz2VM <= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xb5\xb0\xbfT\x80\x18\nD\xc7j\x98'), chr(578 - 478) + '\145' + chr(0b1001110 + 0o25) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b1010000 + 0o45) + chr(0b1110100) + chr(102) + chr(1751 - 1706) + chr(1457 - 1401))):
qnHSwZlC_XtU = ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + chr(49), 8)
if uw44j69oz2VM >= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xbb\xc6\xa9w\xa6\x03>\x7f\xf9m\x98'), '\x64' + '\x65' + chr(0b1100011) + chr(7441 - 7330) + '\144' + chr(101))('\x75' + '\164' + '\146' + chr(1287 - 1242) + chr(0b11011 + 0o35))):
s8r8n1dVldjZ = ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001), 8)
elif GBtoZqxomyat == PKNdUZrwa3n7 | _GxZ4tdB7jxm:
if uw44j69oz2VM >= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xb5\xb0\xbfT\x80\x18\nD\xc7j\x98'), '\144' + '\145' + chr(0b10001 + 0o122) + chr(0b1010001 + 0o36) + chr(0b1000111 + 0o35) + chr(101))('\x75' + '\164' + chr(6101 - 5999) + chr(45) + chr(3036 - 2980))):
T0vrDU2rTVEg = ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8)
elif GBtoZqxomyat == EKOppdcFhnaf | _GxZ4tdB7jxm:
if uw44j69oz2VM <= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xb5\xb0\xbfT\x80\x18\nD\xc7j\x98'), chr(100) + '\x65' + chr(0b1100011) + '\157' + chr(0b11111 + 0o105) + chr(0b1100101))(chr(0b1011000 + 0o35) + '\x74' + '\146' + chr(0b101101) + chr(56))):
T0vrDU2rTVEg = ehT0Px3KOsy9(chr(279 - 231) + chr(0b1101111) + chr(0b101000 + 0o11), 8)
elif GBtoZqxomyat == PKNdUZrwa3n7 | Gnb8j_q6Nvee:
if uw44j69oz2VM <= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xbb\xc6\xa9w\xa6\x03>\x7f\xf9m\x98'), chr(100) + '\x65' + chr(8073 - 7974) + '\x6f' + '\x64' + chr(268 - 167))('\x75' + chr(116) + chr(102) + chr(530 - 485) + '\070')):
s8r8n1dVldjZ = ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 8)
elif GBtoZqxomyat == EKOppdcFhnaf | Gnb8j_q6Nvee:
if uw44j69oz2VM >= xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xbb\xc6\xa9w\xa6\x03>\x7f\xf9m\x98'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b100000 + 0o104) + chr(0b1100101))(chr(117) + chr(116) + chr(102) + '\x2d' + chr(0b111000))):
s8r8n1dVldjZ = ehT0Px3KOsy9(chr(77 - 29) + chr(0b1101111) + '\061', 8)
return (T0vrDU2rTVEg, s8r8n1dVldjZ, qnHSwZlC_XtU) |
quantopian/zipline | zipline/finance/order.py | Order.triggered | def triggered(self):
"""
For a market order, True.
For a stop order, True IFF stop_reached.
For a limit order, True IFF limit_reached.
"""
if self.stop is not None and not self.stop_reached:
return False
if self.limit is not None and not self.limit_reached:
return False
return True | python | def triggered(self):
"""
For a market order, True.
For a stop order, True IFF stop_reached.
For a limit order, True IFF limit_reached.
"""
if self.stop is not None and not self.stop_reached:
return False
if self.limit is not None and not self.limit_reached:
return False
return True | [
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For a stop order, True IFF stop_reached.
For a limit order, True IFF limit_reached. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/finance/order.py#L230-L242 | train | Returns True if the assessment was triggered. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110011) + '\x35' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1011 + 0o47) + chr(55) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\x36' + chr(1787 - 1733), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b110010) + chr(51) + chr(2338 - 2286), ord("\x08")), ehT0Px3KOsy9(chr(157 - 109) + chr(0b1100010 + 0o15) + chr(0b101011 + 0o10) + '\062' + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\062' + '\066', 0o10), ehT0Px3KOsy9(chr(333 - 285) + '\x6f' + chr(0b0 + 0o61) + chr(53) + chr(111 - 63), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001 + 0o1) + chr(456 - 406) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1164 - 1116) + chr(111) + chr(0b110001) + chr(1028 - 978) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b100111 + 0o12) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6865 - 6754) + chr(0b1010 + 0o47) + chr(62 - 13) + chr(0b110001), 29283 - 29275), ehT0Px3KOsy9(chr(1978 - 1930) + '\157' + chr(50) + chr(0b110010), 23988 - 23980), ehT0Px3KOsy9('\x30' + chr(0b1100 + 0o143) + chr(52) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\063' + chr(0b1001 + 0o50) + chr(0b110000 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(0b110001) + chr(0b101010 + 0o7) + chr(49), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(9086 - 8975) + '\063' + chr(0b110001 + 0o4) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1769 - 1658) + chr(511 - 461) + chr(0b101001 + 0o13) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10111 + 0o33) + chr(52) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(67 - 13), 40286 - 40278), ehT0Px3KOsy9(chr(48) + chr(8786 - 8675) + chr(0b101011 + 0o10) + '\063' + '\x31', 33138 - 33130), ehT0Px3KOsy9(chr(974 - 926) + '\x6f' + '\062' + chr(1906 - 1856) + chr(0b10011 + 0o35), 55099 - 55091), ehT0Px3KOsy9(chr(624 - 576) + chr(111) + chr(0b101110 + 0o5) + chr(0b110001), 42481 - 42473), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(54) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(0b110011) + chr(1591 - 1539) + chr(0b11100 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(53) + chr(0b11100 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x34' + '\x36', 35149 - 35141), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b110100) + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(0b1100 + 0o143) + '\061' + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100000 + 0o17) + chr(50) + chr(0b1011 + 0o47) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(9525 - 9414) + '\x33' + chr(1109 - 1059) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10511 - 10400) + chr(0b110010) + '\x33', 65277 - 65269), ehT0Px3KOsy9(chr(1380 - 1332) + chr(0b1101111) + '\x32' + chr(0b110001) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(2149 - 2101) + '\157' + '\x32' + chr(0b110100) + '\x37', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x36' + '\065', 47918 - 47910), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1620 - 1572) + chr(2111 - 2000) + chr(0b110010) + chr(48) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(49) + chr(1935 - 1886), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101101 + 0o5) + '\x36' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(6938 - 6827) + chr(0b100100 + 0o17) + chr(0b110010) + '\066', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1878 - 1830) + chr(0b1001 + 0o146) + '\065' + '\060', 62040 - 62032)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3'), '\x64' + chr(0b1100101) + '\143' + chr(0b101110 + 0o101) + chr(0b1001101 + 0o27) + chr(3802 - 3701))(chr(117) + '\x74' + chr(0b1011000 + 0o16) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def dHw0JolhFcmq(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\x88B\xeb\x86\x998\xc8\n!xe'), '\144' + '\x65' + '\143' + chr(4851 - 4740) + '\x64' + chr(101))('\165' + chr(0b101100 + 0o110) + chr(6833 - 6731) + chr(0b101101) + chr(56))) is not None and (not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\x8e\x00\xee\x90\x83Z\xe3\x06\x1b\x0cu'), chr(100) + chr(101) + chr(99) + chr(0b1101111) + '\x64' + chr(7030 - 6929))(chr(0b1110101) + chr(116) + '\146' + '\x2d' + '\x38'))):
return ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b110000), 0o10)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x864\xfd\xa5\xbf#\xfc1\x1f\x7fe'), chr(100) + chr(7222 - 7121) + chr(0b11110 + 0o105) + chr(111) + chr(5167 - 5067) + chr(101))(chr(0b1011011 + 0o32) + chr(116) + '\146' + chr(925 - 880) + chr(0b110010 + 0o6))) is not None and (not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x86\x04\xa4\xba\xe7\x0c\xc7>)#H'), '\144' + chr(8444 - 8343) + '\143' + chr(111) + chr(0b1100001 + 0o3) + chr(4511 - 4410))(chr(0b1010010 + 0o43) + chr(5444 - 5328) + chr(102) + chr(679 - 634) + chr(56)))):
return ehT0Px3KOsy9('\x30' + '\157' + chr(1269 - 1221), 8)
return ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 0b1000) |
quantopian/zipline | zipline/__init__.py | setup | def setup(self,
np=np,
numpy_version=numpy_version,
StrictVersion=StrictVersion,
new_pandas=new_pandas):
"""Lives in zipline.__init__ for doctests."""
if numpy_version >= StrictVersion('1.14'):
self.old_opts = np.get_printoptions()
np.set_printoptions(legacy='1.13')
else:
self.old_opts = None
if new_pandas:
self.old_err = np.geterr()
# old pandas has numpy compat that sets this
np.seterr(all='ignore')
else:
self.old_err = None | python | def setup(self,
np=np,
numpy_version=numpy_version,
StrictVersion=StrictVersion,
new_pandas=new_pandas):
"""Lives in zipline.__init__ for doctests."""
if numpy_version >= StrictVersion('1.14'):
self.old_opts = np.get_printoptions()
np.set_printoptions(legacy='1.13')
else:
self.old_opts = None
if new_pandas:
self.old_err = np.geterr()
# old pandas has numpy compat that sets this
np.seterr(all='ignore')
else:
self.old_err = None | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/__init__.py#L93-L111 | train | Lives in zipline. __init__ for doctests. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\066' + chr(49), 51927 - 51919), ehT0Px3KOsy9(chr(1885 - 1837) + chr(111) + '\061' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(959 - 908) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1100001 + 0o16) + chr(0b1111 + 0o46), 15155 - 15147), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(49) + chr(0b110001) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(5668 - 5557) + chr(0b110011) + chr(0b100101 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1793 - 1742) + '\x30' + chr(52), 28968 - 28960), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b111101 + 0o62) + chr(0b11001 + 0o30) + '\x30' + chr(0b110011 + 0o4), 0o10), ehT0Px3KOsy9(chr(1679 - 1631) + '\157' + chr(0b110 + 0o53) + '\063' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(55) + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\065' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(0b101000 + 0o13) + '\x36' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\062' + chr(0b110000 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b101010 + 0o10) + chr(447 - 394) + '\x35', 34350 - 34342), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(2609 - 2557) + '\062', 61028 - 61020), ehT0Px3KOsy9(chr(647 - 599) + chr(111) + '\x33' + chr(53) + '\x32', 49179 - 49171), ehT0Px3KOsy9(chr(74 - 26) + chr(0b1101111) + chr(0b110011) + chr(0b11 + 0o60) + chr(0b110110), 24880 - 24872), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100111 + 0o12) + chr(51) + '\064', 8), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + chr(50) + chr(54) + '\064', 26981 - 26973), ehT0Px3KOsy9(chr(2164 - 2116) + chr(0b1001010 + 0o45) + chr(498 - 449) + chr(54) + chr(0b110000 + 0o7), 51486 - 51478), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b10 + 0o64) + '\065', 3496 - 3488), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(3858 - 3747) + chr(0b110100) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b111001 + 0o66) + '\063' + chr(50) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(2099 - 2051) + chr(0b1101010 + 0o5) + chr(0b110001) + chr(0b110101) + chr(426 - 371), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\060' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\x33' + chr(981 - 930), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101100 + 0o5) + chr(55) + '\066', 37083 - 37075), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101010 + 0o10) + chr(55) + chr(0b110011), 22931 - 22923), ehT0Px3KOsy9('\060' + chr(8444 - 8333) + chr(0b11 + 0o64), 8003 - 7995), ehT0Px3KOsy9(chr(1690 - 1642) + chr(0b1010101 + 0o32) + chr(1689 - 1638) + chr(0b100101 + 0o16) + '\x30', 28966 - 28958), ehT0Px3KOsy9(chr(48) + chr(10480 - 10369) + chr(2174 - 2120) + chr(0b100001 + 0o17), 50936 - 50928), ehT0Px3KOsy9('\060' + '\157' + chr(0b10010 + 0o41) + chr(0b1010 + 0o50) + chr(0b100100 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + '\062' + chr(0b111 + 0o54) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1453 - 1401) + chr(0b100001 + 0o17), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(48) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(761 - 713) + chr(0b1101111) + chr(1729 - 1678) + chr(0b101 + 0o62) + chr(1854 - 1804), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1603 - 1554) + chr(0b10000 + 0o47) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11000 + 0o34) + chr(0b10000 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x35' + '\x32', 17600 - 17592), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(0b110001) + chr(2378 - 2327) + '\061', 26778 - 26770)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'_'), chr(919 - 819) + '\145' + '\x63' + chr(111) + chr(9361 - 9261) + chr(0b1100101))('\165' + chr(0b1010010 + 0o42) + chr(0b1100110) + chr(0b10000 + 0o35) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lODetTQJN93I(oVre8I6UXc3b, WqUC3KWvYVup=WqUC3KWvYVup, YHakwokfRoVG=YHakwokfRoVG, VI_kofAzGob9=VI_kofAzGob9, sb_ZI_FHKqe3=sb_ZI_FHKqe3):
if YHakwokfRoVG >= VI_kofAzGob9(xafqLlk3kkUe(SXOLrMavuUCe(b'@ \xae1'), '\144' + chr(0b10 + 0o143) + '\x63' + '\x6f' + chr(0b1100100) + chr(101))('\165' + '\164' + '\146' + chr(45) + chr(56))):
oVre8I6UXc3b.FrkLb3OwptjU = WqUC3KWvYVup.get_printoptions()
xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02k\xebZ8k\xad)(\xd7\x1a\x819\xc2\x0c\x99'), '\x64' + chr(0b1100101) + chr(99) + chr(4083 - 3972) + chr(100) + '\145')(chr(6510 - 6393) + chr(0b1001111 + 0o45) + chr(0b1001101 + 0o31) + chr(0b10000 + 0o35) + '\070'))(legacy=xafqLlk3kkUe(SXOLrMavuUCe(b'@ \xae6'), chr(0b1001010 + 0o32) + '\145' + chr(2742 - 2643) + chr(0b11001 + 0o126) + chr(0b1100100) + '\x65')('\x75' + '\x74' + chr(0b1000 + 0o136) + chr(45) + chr(2869 - 2813)))
else:
oVre8I6UXc3b.FrkLb3OwptjU = None
if sb_ZI_FHKqe3:
oVre8I6UXc3b.OVqpZ1qO4PCH = WqUC3KWvYVup.geterr()
xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02k\xeb`:k'), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + chr(1810 - 1710) + chr(197 - 96))('\x75' + chr(11837 - 11721) + chr(2166 - 2064) + chr(0b101101) + chr(2235 - 2179)))(all=xafqLlk3kkUe(SXOLrMavuUCe(b'\x18i\xf1j:|'), chr(0b1100100) + chr(4892 - 4791) + '\x63' + chr(0b1001 + 0o146) + '\x64' + chr(0b1100100 + 0o1))(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + '\x38'))
else:
oVre8I6UXc3b.OVqpZ1qO4PCH = None |
quantopian/zipline | zipline/__init__.py | teardown | def teardown(self, np=np):
"""Lives in zipline.__init__ for doctests."""
if self.old_err is not None:
np.seterr(**self.old_err)
if self.old_opts is not None:
np.set_printoptions(**self.old_opts) | python | def teardown(self, np=np):
"""Lives in zipline.__init__ for doctests."""
if self.old_err is not None:
np.seterr(**self.old_err)
if self.old_opts is not None:
np.set_printoptions(**self.old_opts) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/__init__.py#L114-L121 | train | Lives in zipline. __init__ for doctests. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(8415 - 8304) + chr(49) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x37' + '\066', 48654 - 48646), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + '\061' + '\x34' + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110001) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1971 - 1916) + chr(0b101000 + 0o17), 25818 - 25810), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b1000 + 0o57) + '\x33', 46811 - 46803), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + chr(0b110011) + '\x37' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\060' + chr(1880 - 1830), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x35' + chr(2159 - 2109), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(51), 0b1000), ehT0Px3KOsy9(chr(1312 - 1264) + '\x6f' + '\x33' + chr(1160 - 1105) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1794 - 1746) + chr(0b1101000 + 0o7) + chr(0b101 + 0o54) + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b110011 + 0o74) + chr(50) + '\x30' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x36' + '\x37', 54071 - 54063), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(0b110011) + '\063' + chr(54), 34912 - 34904), ehT0Px3KOsy9(chr(48) + chr(0b1101100 + 0o3) + '\x32' + '\x37' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\066' + chr(0b101111 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(194 - 146) + chr(0b1101111) + chr(51) + chr(0b110100) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1028 - 980) + chr(0b1101111) + chr(55) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1575 - 1527) + '\157' + '\061' + '\x33' + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(50) + '\066', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + '\x33' + chr(54) + chr(0b101111 + 0o1), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\066' + '\063', 34954 - 34946), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(48) + chr(1431 - 1382), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100010 + 0o20) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x34' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(55), 21144 - 21136), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b10101 + 0o34) + chr(0b110111) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(55) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b110010) + chr(0b110100) + chr(0b110011), 40514 - 40506), ehT0Px3KOsy9(chr(473 - 425) + chr(111) + chr(50) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10111 + 0o32) + chr(0b100000 + 0o22) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b11 + 0o61) + chr(130 - 77), ord("\x08")), ehT0Px3KOsy9(chr(500 - 452) + chr(0b1101111) + chr(0b110001) + chr(0b101101 + 0o7), 8), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + chr(610 - 558) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(1568 - 1517) + chr(2231 - 2181) + '\x34', 26477 - 26469), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100010 + 0o21) + '\x33' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(631 - 583) + chr(0b10100 + 0o133) + '\062' + chr(0b110101) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(51) + chr(121 - 69) + '\062', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1018 - 970) + chr(0b1101111) + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(100) + chr(101) + chr(99) + chr(111) + '\x64' + '\145')(chr(6066 - 5949) + chr(3486 - 3370) + chr(4440 - 4338) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aDuaOntHlFw5(oVre8I6UXc3b, WqUC3KWvYVup=WqUC3KWvYVup):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Ch\x108e\x8a\x8d\x8d\x9eS\xbc#'), chr(2666 - 2566) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(3822 - 3722) + '\145')(chr(117) + chr(116) + chr(5658 - 5556) + chr(0b101101) + '\070')) is not None:
xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f[\x15-M\xc9'), '\x64' + chr(0b1000111 + 0o36) + chr(9398 - 9299) + '\x6f' + chr(100) + chr(0b100001 + 0o104))('\x75' + chr(116) + chr(102) + chr(0b101101) + chr(0b10001 + 0o47)))(**xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Ch\x108e\x8a\x8d\x8d\x9eS\xbc#'), chr(0b1100100) + chr(6651 - 6550) + chr(0b11000 + 0o113) + '\157' + chr(1206 - 1106) + chr(0b1100101))(chr(0b1110101) + chr(8375 - 8259) + chr(8789 - 8687) + chr(0b10010 + 0o33) + '\070')))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'JL\n\x04]\x88\xb3\xb5\xdaw\x95>'), chr(0b11100 + 0o110) + chr(0b1001100 + 0o31) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(6366 - 6250) + chr(0b1100110) + chr(45) + chr(56))) is not None:
xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f[\x15\x17O\xc9\x95\xac\xdel\x8f\x1f\xef\x18\xb0\xcf'), chr(100) + chr(101) + '\143' + chr(111) + '\x64' + chr(0b1100101))('\165' + '\164' + chr(0b11101 + 0o111) + chr(0b10000 + 0o35) + chr(0b111000)))(**xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'JL\n\x04]\x88\xb3\xb5\xdaw\x95>'), chr(0b1100100) + chr(475 - 374) + '\143' + '\x6f' + chr(100) + chr(7013 - 6912))('\165' + chr(0b1110100) + chr(0b1100110) + chr(1640 - 1595) + '\x38'))) |
quantopian/zipline | zipline/gens/utils.py | hash_args | def hash_args(*args, **kwargs):
"""Define a unique string for any set of representable args."""
arg_string = '_'.join([str(arg) for arg in args])
kwarg_string = '_'.join([str(key) + '=' + str(value)
for key, value in iteritems(kwargs)])
combined = ':'.join([arg_string, kwarg_string])
hasher = md5()
hasher.update(b(combined))
return hasher.hexdigest() | python | def hash_args(*args, **kwargs):
"""Define a unique string for any set of representable args."""
arg_string = '_'.join([str(arg) for arg in args])
kwarg_string = '_'.join([str(key) + '=' + str(value)
for key, value in iteritems(kwargs)])
combined = ':'.join([arg_string, kwarg_string])
hasher = md5()
hasher.update(b(combined))
return hasher.hexdigest() | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/gens/utils.py#L27-L36 | train | Define a unique string for any set of representable args. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1693 - 1645) + chr(1616 - 1505) + chr(49) + '\x34' + chr(49), 33575 - 33567), ehT0Px3KOsy9(chr(48) + chr(7859 - 7748) + '\063' + chr(52) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x36' + chr(52), 38187 - 38179), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\066' + chr(0b100000 + 0o21), 45567 - 45559), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\x33' + '\x37' + '\x33', 17190 - 17182), ehT0Px3KOsy9(chr(1559 - 1511) + chr(111) + '\x33' + chr(2367 - 2312) + chr(0b100 + 0o62), 0o10), ehT0Px3KOsy9(chr(1944 - 1896) + chr(0b1101111) + '\x32' + chr(49) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(1467 - 1412) + '\060', 870 - 862), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110000) + '\061', 47486 - 47478), ehT0Px3KOsy9('\060' + '\x6f' + chr(1061 - 1008) + '\063', 12043 - 12035), ehT0Px3KOsy9(chr(1811 - 1763) + chr(111) + chr(0b110001) + '\061' + chr(50), 23853 - 23845), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b11001 + 0o126) + chr(1147 - 1098) + chr(54) + '\x31', 8), ehT0Px3KOsy9(chr(381 - 333) + '\x6f' + chr(49) + chr(0b110011 + 0o1) + '\063', 53538 - 53530), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010 + 0o1) + chr(0b110110) + chr(1416 - 1361), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110011) + chr(1351 - 1300) + chr(48), 0b1000), ehT0Px3KOsy9(chr(1749 - 1701) + chr(0b1101111) + chr(0b10100 + 0o35) + chr(49) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\x32' + chr(567 - 518) + '\063', 24200 - 24192), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2354 - 2301) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(6261 - 6150) + chr(0b0 + 0o63) + '\060' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(518 - 469) + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1639 - 1585) + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100110 + 0o20) + '\060', 0b1000), ehT0Px3KOsy9(chr(602 - 554) + chr(111) + chr(693 - 643) + chr(0b0 + 0o60) + chr(0b10101 + 0o41), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(0b110001) + '\x32' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\066' + chr(0b100 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(2152 - 2104) + '\x6f' + chr(100 - 50) + chr(1863 - 1815) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(7984 - 7873) + chr(0b100 + 0o57) + chr(53) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110010) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6942 - 6831) + chr(0b110011) + chr(1029 - 976), ord("\x08")), ehT0Px3KOsy9(chr(2066 - 2018) + '\157' + '\062' + chr(55) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b10110 + 0o40) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2196 - 2142) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6311 - 6200) + chr(0b110001) + chr(685 - 634) + chr(111 - 56), ord("\x08")), ehT0Px3KOsy9(chr(721 - 673) + '\x6f' + chr(441 - 391) + '\061' + chr(602 - 548), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x37', 48511 - 48503), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(2096 - 2048) + '\061', 0b1000), ehT0Px3KOsy9(chr(1756 - 1708) + chr(111) + '\x32' + chr(1897 - 1846) + chr(0b110100), 48673 - 48665), ehT0Px3KOsy9(chr(595 - 547) + chr(0b1101111) + chr(0b11111 + 0o26) + chr(52), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(51) + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010 + 0o3) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'O'), chr(0b110011 + 0o61) + chr(8976 - 8875) + chr(99) + chr(0b10101 + 0o132) + '\144' + '\145')('\165' + chr(10544 - 10428) + chr(0b1100110) + chr(0b101000 + 0o5) + chr(0b100011 + 0o25)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def baoxAELTc0ea(*kJDRfRhcZHjS, **M8EIoTs2GJXE):
lQawRdBAi9Cn = xafqLlk3kkUe(SXOLrMavuUCe(b'>'), '\144' + '\145' + '\x63' + chr(0b100001 + 0o116) + chr(100) + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(2491 - 2435))._oWXztVNnqHF([M8_cKLkHVB2V(LTE9MPUbqSos) for LTE9MPUbqSos in kJDRfRhcZHjS])
pFKGNKKc7bgS = xafqLlk3kkUe(SXOLrMavuUCe(b'>'), '\x64' + '\145' + '\143' + '\x6f' + '\x64' + '\145')('\165' + chr(116) + '\146' + '\055' + '\x38')._oWXztVNnqHF([M8_cKLkHVB2V(K3J4ZwSlE0sT) + xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), chr(9784 - 9684) + chr(0b1001011 + 0o32) + '\143' + chr(111) + '\x64' + '\145')(chr(117) + '\x74' + chr(0b1001000 + 0o36) + '\x2d' + chr(313 - 257)) + M8_cKLkHVB2V(QmmgWUB13VCJ) for (K3J4ZwSlE0sT, QmmgWUB13VCJ) in WYXqUHkBa2Bx(M8EIoTs2GJXE)])
xMNXHLn0_u2b = xafqLlk3kkUe(SXOLrMavuUCe(b'['), chr(0b1100100) + chr(101) + '\x63' + chr(111) + '\x64' + chr(0b1 + 0o144))(chr(0b1110101) + chr(12988 - 12872) + '\x66' + chr(45) + '\070')._oWXztVNnqHF([lQawRdBAi9Cn, pFKGNKKc7bgS])
mEXDiz1phBqz = h6D6RmZOnuXW()
xafqLlk3kkUe(mEXDiz1phBqz, xafqLlk3kkUe(SXOLrMavuUCe(b';\x94u4\x92\xb0\xc3\x16\xb8\x1f/A'), chr(0b11111 + 0o105) + chr(0b101 + 0o140) + '\x63' + chr(111) + chr(0b1000001 + 0o43) + '\145')(chr(0b111011 + 0o72) + chr(0b1110100) + chr(7404 - 7302) + '\x2d' + chr(0b111000)))(wmN3dvez4qzC(xMNXHLn0_u2b))
return xafqLlk3kkUe(mEXDiz1phBqz, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\x85L\x15\x92\x99\xec\x0b\xb5'), chr(0b100111 + 0o75) + '\x65' + '\x63' + chr(0b1001000 + 0o47) + '\x64' + chr(101))(chr(0b11100 + 0o131) + chr(0b1110100) + chr(7789 - 7687) + chr(45) + chr(56)))() |
quantopian/zipline | zipline/gens/utils.py | assert_datasource_protocol | def assert_datasource_protocol(event):
"""Assert that an event meets the protocol for datasource outputs."""
assert event.type in DATASOURCE_TYPE
# Done packets have no dt.
if not event.type == DATASOURCE_TYPE.DONE:
assert isinstance(event.dt, datetime)
assert event.dt.tzinfo == pytz.utc | python | def assert_datasource_protocol(event):
"""Assert that an event meets the protocol for datasource outputs."""
assert event.type in DATASOURCE_TYPE
# Done packets have no dt.
if not event.type == DATASOURCE_TYPE.DONE:
assert isinstance(event.dt, datetime)
assert event.dt.tzinfo == pytz.utc | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/gens/utils.py#L39-L47 | train | Assert that an event meets the protocol for datasource outputs. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110110) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110101) + '\063', 61262 - 61254), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101101 + 0o4) + '\066' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(2081 - 1970) + chr(0b110001) + '\061' + chr(0b10100 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(1198 - 1087) + '\x31' + '\x32' + '\x37', 0o10), ehT0Px3KOsy9(chr(818 - 770) + '\x6f' + '\x33' + '\067' + chr(1720 - 1671), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(723 - 612) + '\061' + '\060' + chr(2049 - 1999), 58634 - 58626), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + '\062' + '\062' + chr(0b1011 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(2162 - 2109) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(0b0 + 0o63) + chr(1257 - 1204) + chr(0b1100 + 0o53), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(52) + '\x31', 58890 - 58882), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b110001) + chr(0b110010) + chr(55), 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\x31' + '\x34' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\x35' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(52) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1781 - 1670) + '\x33' + chr(1513 - 1464) + chr(0b0 + 0o63), 37143 - 37135), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b1000 + 0o53) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(49) + chr(51) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + '\x31' + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(0b101011 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(2054 - 2006) + chr(0b1101111 + 0o0) + chr(50) + chr(0b1111 + 0o42) + chr(0b1111 + 0o41), 25864 - 25856), ehT0Px3KOsy9(chr(1289 - 1241) + chr(0b1001 + 0o146) + chr(1441 - 1390) + chr(0b11100 + 0o26) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(75 - 27) + chr(0b1101111) + '\061' + chr(0b110101) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(50) + chr(49) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2884 - 2829) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101111 + 0o2) + chr(1335 - 1287) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11011 + 0o124) + chr(0b110011) + chr(50) + chr(2667 - 2612), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(1554 - 1504) + chr(0b110100) + chr(1132 - 1081), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110 + 0o55) + chr(0b11111 + 0o24) + '\x31', 25399 - 25391), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1111 + 0o44) + chr(0b1111 + 0o41) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(1145 - 1096) + '\x32' + chr(2623 - 2570), 0b1000), ehT0Px3KOsy9(chr(48) + chr(680 - 569) + chr(379 - 330) + chr(51) + chr(253 - 198), 0b1000), ehT0Px3KOsy9(chr(1158 - 1110) + chr(0b100010 + 0o115) + '\x32' + '\x31' + chr(0b0 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1158 - 1107) + chr(0b110100) + chr(0b10111 + 0o35), 0o10), ehT0Px3KOsy9('\060' + chr(6604 - 6493) + '\061' + chr(52) + chr(1784 - 1732), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(169 - 58) + chr(0b110001) + chr(0b110010) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1100 + 0o143) + '\x32' + chr(0b110010) + chr(52), 0o10), ehT0Px3KOsy9(chr(295 - 247) + chr(0b11100 + 0o123) + chr(1664 - 1610) + chr(0b10011 + 0o36), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xde'), chr(4693 - 4593) + chr(9949 - 9848) + '\143' + chr(0b1001100 + 0o43) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(9749 - 9633) + '\x66' + chr(0b101101 + 0o0) + chr(0b1101 + 0o53)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KR7C3Q1AILcr(SGm65G84ZKM5):
assert xafqLlk3kkUe(SGm65G84ZKM5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x86 ".\x9c\x15\xd3\x04\xbaQ!'), '\x64' + chr(0b1001111 + 0o26) + chr(4970 - 4871) + '\x6f' + '\144' + chr(3393 - 3292))('\165' + chr(0b10100 + 0o140) + '\x66' + '\055' + '\x38')) in JAPKCLNizDOL
if not xafqLlk3kkUe(SGm65G84ZKM5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x86 ".\x9c\x15\xd3\x04\xbaQ!'), '\144' + '\x65' + chr(7849 - 7750) + chr(7672 - 7561) + '\144' + chr(0b100010 + 0o103))('\x75' + chr(0b1011011 + 0o31) + chr(102) + chr(45) + chr(0b11101 + 0o33))) == xafqLlk3kkUe(JAPKCLNizDOL, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\xa4?\n'), '\144' + chr(0b1100101) + chr(5111 - 5012) + chr(10432 - 10321) + chr(0b10111 + 0o115) + '\145')('\x75' + '\164' + '\146' + '\x2d' + chr(0b1000 + 0o60))):
assert PlSM16l2KDPD(xafqLlk3kkUe(SGm65G84ZKM5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x86$|\x02\x97{\xa5P\xa2v\x03'), '\x64' + chr(101) + '\x63' + chr(0b1000000 + 0o57) + chr(0b100110 + 0o76) + '\145')(chr(0b1010101 + 0o40) + '\x74' + '\x66' + chr(1964 - 1919) + chr(0b111 + 0o61))), zKdiQFzuryNR)
assert xafqLlk3kkUe(SGm65G84ZKM5.dt, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\x91\x18!1\x96'), chr(6616 - 6516) + chr(0b10101 + 0o120) + chr(0b1100011) + chr(0b1011110 + 0o21) + chr(0b1100100) + chr(0b1100101))(chr(0b1011010 + 0o33) + chr(7393 - 7277) + '\146' + chr(45) + chr(2700 - 2644))) == xafqLlk3kkUe(NaBq_K_RpLRU, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x9f\x12'), chr(6282 - 6182) + chr(0b1001100 + 0o31) + chr(0b1100000 + 0o3) + chr(0b1101111) + '\144' + '\145')(chr(117) + '\x74' + '\146' + '\x2d' + chr(0b110 + 0o62))) |
quantopian/zipline | zipline/gens/utils.py | assert_trade_protocol | def assert_trade_protocol(event):
"""Assert that an event meets the protocol for datasource TRADE outputs."""
assert_datasource_protocol(event)
assert event.type == DATASOURCE_TYPE.TRADE
assert isinstance(event.price, numbers.Real)
assert isinstance(event.volume, numbers.Integral)
assert isinstance(event.dt, datetime) | python | def assert_trade_protocol(event):
"""Assert that an event meets the protocol for datasource TRADE outputs."""
assert_datasource_protocol(event)
assert event.type == DATASOURCE_TYPE.TRADE
assert isinstance(event.price, numbers.Real)
assert isinstance(event.volume, numbers.Integral)
assert isinstance(event.dt, datetime) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/gens/utils.py#L50-L57 | train | Assert that an event meets the protocol for datasource TRADE outputs. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\x31' + '\x31' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(266 - 217) + '\067' + chr(1613 - 1560), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(2292 - 2241) + chr(1755 - 1704) + chr(53), 0o10), ehT0Px3KOsy9(chr(1471 - 1423) + chr(6532 - 6421) + chr(513 - 464) + chr(0b10111 + 0o31) + chr(0b101101 + 0o11), 0b1000), ehT0Px3KOsy9(chr(1007 - 959) + chr(0b1101111) + '\062' + chr(0b11000 + 0o33) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(51) + '\x36' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(8419 - 8308) + chr(0b1100 + 0o45) + '\x32' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b10 + 0o63) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\065' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(2191 - 2138) + chr(0b11001 + 0o35), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + chr(0b101101 + 0o6) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(761 - 713) + '\157' + chr(0b110011) + '\066' + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b100010 + 0o16) + chr(0b110110), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1001111 + 0o40) + chr(0b110001) + '\x36' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x32' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(52) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(862 - 811) + chr(48) + '\066', 2728 - 2720), ehT0Px3KOsy9(chr(0b110000) + chr(5594 - 5483) + chr(0b110010) + chr(0b110001) + chr(1929 - 1877), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(7370 - 7259) + '\x32' + chr(0b10101 + 0o35) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(1396 - 1347) + chr(0b11000 + 0o33), 21090 - 21082), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o26) + '\x33' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5968 - 5857) + '\061' + '\x36' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(464 - 414), 0o10), ehT0Px3KOsy9(chr(2255 - 2207) + chr(0b11000 + 0o127) + '\062' + '\060' + chr(0b110111), 18058 - 18050), ehT0Px3KOsy9(chr(1309 - 1261) + chr(0b1101111) + chr(49) + chr(0b110101) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(50) + chr(0b11100 + 0o32) + '\062', 0o10), ehT0Px3KOsy9(chr(2296 - 2248) + '\x6f' + chr(0b110001) + chr(0b110001) + '\063', 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(8928 - 8817) + '\x32' + chr(0b11 + 0o60) + '\061', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x30' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(49) + chr(0b101001 + 0o7) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(5485 - 5374) + chr(51) + '\x30' + chr(1963 - 1913), 19898 - 19890), ehT0Px3KOsy9('\060' + chr(0b101000 + 0o107) + chr(0b110011) + chr(1684 - 1630) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1465 - 1417) + chr(6422 - 6311) + '\x32' + chr(0b101 + 0o54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(49) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(643 - 593) + chr(0b10001 + 0o37) + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1869 - 1820) + chr(0b110101) + '\065', 50141 - 50133), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(1280 - 1229) + chr(49) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(684 - 636) + chr(111) + chr(0b100000 + 0o22) + chr(0b110101) + chr(50), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + '\x35' + chr(0b110000), 15344 - 15336)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'e'), '\x64' + chr(101) + '\143' + chr(5210 - 5099) + chr(3931 - 3831) + chr(0b1000 + 0o135))(chr(117) + chr(8756 - 8640) + chr(0b100100 + 0o102) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OgL7QVokGAgD(SGm65G84ZKM5):
KR7C3Q1AILcr(SGm65G84ZKM5)
assert xafqLlk3kkUe(SGm65G84ZKM5, xafqLlk3kkUe(SXOLrMavuUCe(b'<\x10\x8c+\xe0\x94\x01m\xc7;h\x87'), chr(0b1100100) + '\x65' + chr(99) + '\157' + chr(0b1100100) + '\145')('\165' + '\x74' + chr(102) + chr(0b101101) + chr(0b111000))) == xafqLlk3kkUe(JAPKCLNizDOL, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f/\x9c\x02\xdc'), chr(1813 - 1713) + chr(0b1100101) + chr(99) + chr(111) + '\x64' + '\145')(chr(0b1101011 + 0o12) + chr(0b1110100) + '\146' + '\x2d' + '\x38'))
assert PlSM16l2KDPD(xafqLlk3kkUe(SGm65G84ZKM5, xafqLlk3kkUe(SXOLrMavuUCe(b';\x0f\xb4%\xfc'), '\144' + '\145' + chr(5484 - 5385) + chr(8744 - 8633) + '\144' + chr(101))(chr(0b1110101) + chr(7790 - 7674) + chr(0b11000 + 0o116) + chr(0b101000 + 0o5) + chr(256 - 200))), xafqLlk3kkUe(uU3ppLOUY_t7, xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\x18\xbc*'), chr(100) + chr(0b1100101) + '\143' + chr(12269 - 12158) + '\144' + chr(0b1100101))('\x75' + chr(116) + '\x66' + '\x2d' + '\x38')))
assert PlSM16l2KDPD(xafqLlk3kkUe(SGm65G84ZKM5, xafqLlk3kkUe(SXOLrMavuUCe(b'=\x12\xb13\xf4\x94'), '\x64' + chr(0b1100101) + '\x63' + '\157' + chr(0b1100010 + 0o2) + chr(0b100000 + 0o105))('\165' + '\164' + chr(102) + chr(60 - 15) + '\x38')), xafqLlk3kkUe(uU3ppLOUY_t7, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\x13\xa9#\xfe\x837C'), chr(5317 - 5217) + '\x65' + chr(99) + '\x6f' + '\144' + '\x65')(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + '\070')))
assert PlSM16l2KDPD(xafqLlk3kkUe(SGm65G84ZKM5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\x10\x88u\xcc\x9fo\x1b\x93#O\xa5'), '\144' + '\145' + chr(0b1001100 + 0o27) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b100011 + 0o121) + chr(102) + chr(45) + chr(1906 - 1850))), zKdiQFzuryNR) |
quantopian/zipline | zipline/gens/composites.py | date_sorted_sources | def date_sorted_sources(*sources):
"""
Takes an iterable of sources, generating namestrings and
piping their output into date_sort.
"""
sorted_stream = heapq.merge(*(_decorate_source(s) for s in sources))
# Strip out key decoration
for _, message in sorted_stream:
yield message | python | def date_sorted_sources(*sources):
"""
Takes an iterable of sources, generating namestrings and
piping their output into date_sort.
"""
sorted_stream = heapq.merge(*(_decorate_source(s) for s in sources))
# Strip out key decoration
for _, message in sorted_stream:
yield message | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/gens/composites.py#L24-L33 | train | Takes an iterable of sources generating namestrings and
piping their output into date_sort. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(917 - 869) + '\x6f' + '\x33' + chr(0b110100) + chr(950 - 898), 52639 - 52631), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(7457 - 7346) + chr(0b110011) + chr(51) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(52) + chr(327 - 276), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10100 + 0o37) + chr(50) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b1101 + 0o52) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11 + 0o154) + chr(0b101 + 0o54) + chr(0b110001) + chr(2387 - 2335), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + '\x31' + chr(0b110111) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x35' + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b101 + 0o55) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(7297 - 7186) + chr(0b110010) + chr(0b10100 + 0o34) + chr(0b100010 + 0o23), 21178 - 21170), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\065' + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9(chr(1875 - 1827) + chr(0b1101111) + chr(426 - 377) + '\061' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11111 + 0o120) + chr(0b110011) + chr(0b110000) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\060' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1158 - 1110) + '\x6f' + '\x32' + chr(102 - 48) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6574 - 6463) + chr(0b110011) + '\x32' + chr(0b101010 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9623 - 9512) + chr(49) + '\064' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\x33' + '\x31' + chr(1166 - 1114), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + '\062' + chr(2568 - 2515) + chr(0b110111), 7751 - 7743), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110101) + chr(0b100011 + 0o24), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(2330 - 2279) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(2847 - 2736) + chr(2221 - 2172) + '\x33' + chr(0b1 + 0o63), 33030 - 33022), ehT0Px3KOsy9('\060' + '\x6f' + chr(420 - 369) + '\064' + '\x32', 7471 - 7463), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(814 - 763) + chr(0b11 + 0o56) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b10110 + 0o37) + '\061', 28815 - 28807), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(1078 - 1028), 33808 - 33800), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b11110 + 0o25) + '\x33' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(0b110010) + chr(53) + chr(0b11110 + 0o22), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(2720 - 2665) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1408 - 1358) + chr(0b101110 + 0o7) + chr(0b100 + 0o57), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\066' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(898 - 843) + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(836 - 787) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + '\062' + '\x37' + chr(0b11101 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o51) + chr(55) + chr(386 - 333), 8), ehT0Px3KOsy9(chr(420 - 372) + chr(0b1000000 + 0o57) + '\x32' + '\x32' + '\061', 42977 - 42969), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(53) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(50) + chr(0b100 + 0o57) + chr(53), 23620 - 23612)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1000101 + 0o52) + chr(363 - 310) + chr(218 - 170), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xca'), chr(100) + chr(4984 - 4883) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(3499 - 3382) + chr(0b1001000 + 0o54) + chr(0b1100011 + 0o3) + chr(1106 - 1061) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def XeJsFMZvT_uY(*v3grPHHqtgre):
poBzjVG7DZ0m = gttrLfOwXiez.mP5l0dPhBkus(*(u0Mg9riIc1CI(vGrByMSYMp9h) for vGrByMSYMp9h in v3grPHHqtgre))
for (VNGQdHSFPrso, R2mbIkZzeu1B) in poBzjVG7DZ0m:
yield R2mbIkZzeu1B |
quantopian/zipline | zipline/utils/factory.py | create_daily_trade_source | def create_daily_trade_source(sids,
sim_params,
asset_finder,
trading_calendar):
"""
creates trade_count trades for each sid in sids list.
first trade will be on sim_params.start_session, and daily
thereafter for each sid. Thus, two sids should result in two trades per
day.
"""
return create_trade_source(
sids,
timedelta(days=1),
sim_params,
asset_finder,
trading_calendar=trading_calendar,
) | python | def create_daily_trade_source(sids,
sim_params,
asset_finder,
trading_calendar):
"""
creates trade_count trades for each sid in sids list.
first trade will be on sim_params.start_session, and daily
thereafter for each sid. Thus, two sids should result in two trades per
day.
"""
return create_trade_source(
sids,
timedelta(days=1),
sim_params,
asset_finder,
trading_calendar=trading_calendar,
) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/factory.py#L115-L131 | train | Creates a daily trade source for each sids list. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b10011 + 0o134) + '\x31' + chr(1907 - 1859) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + '\x32' + '\x31' + '\x33', 52366 - 52358), ehT0Px3KOsy9('\060' + chr(6754 - 6643) + chr(0b110010) + '\067', 5875 - 5867), ehT0Px3KOsy9(chr(2184 - 2136) + '\157' + '\x33' + '\x35' + '\x35', 33060 - 33052), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1000 + 0o53) + chr(1323 - 1270) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(54) + '\067', 0o10), ehT0Px3KOsy9(chr(1604 - 1556) + '\157' + '\x32' + chr(0b1 + 0o65) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b10100 + 0o37) + chr(983 - 929) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b10 + 0o64) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(1864 - 1753) + '\062' + chr(870 - 820) + chr(0b100000 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101011 + 0o10) + chr(0b101001 + 0o11) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(152 - 104) + chr(0b1101111) + chr(1546 - 1497) + chr(55) + '\x34', 55446 - 55438), ehT0Px3KOsy9('\x30' + '\157' + chr(80 - 29) + chr(50) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(0b1001 + 0o51) + chr(0b1011 + 0o50) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b100000 + 0o23) + chr(51) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + '\x33' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110011) + chr(2499 - 2448), 0b1000), ehT0Px3KOsy9(chr(613 - 565) + '\x6f' + '\x34', 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(9624 - 9513) + '\064' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(1475 - 1425) + '\x33' + chr(0b110011), 24145 - 24137), ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + chr(0b100101 + 0o16) + chr(55) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b100111 + 0o11) + chr(0b110100), 22649 - 22641), ehT0Px3KOsy9(chr(477 - 429) + '\157' + chr(0b101110 + 0o5) + chr(642 - 591) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(50) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4455 - 4344) + '\061' + chr(1076 - 1021) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(5062 - 4951) + '\x33' + chr(0b110010 + 0o3) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100101 + 0o15) + chr(1134 - 1082) + chr(1735 - 1684), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1010111 + 0o30) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + chr(717 - 662), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\x37' + chr(49), 2893 - 2885), ehT0Px3KOsy9(chr(838 - 790) + chr(0b1101111) + chr(53) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2396 - 2347) + chr(0b110001) + '\060', 0b1000), ehT0Px3KOsy9(chr(1407 - 1359) + '\157' + '\x31' + '\063' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(5485 - 5374) + '\061' + chr(51) + chr(2513 - 2461), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(12159 - 12048) + chr(0b110001) + chr(2083 - 2031) + chr(0b101101 + 0o12), 0o10), ehT0Px3KOsy9(chr(82 - 34) + chr(0b1101111) + '\063' + chr(0b110101) + chr(2396 - 2345), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101010 + 0o13), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + '\x31' + chr(0b10 + 0o63) + chr(668 - 620), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(0b110000), 20387 - 20379)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'n'), '\144' + chr(2324 - 2223) + chr(0b1000 + 0o133) + '\x6f' + chr(0b1000011 + 0o41) + '\145')(chr(117) + chr(9622 - 9506) + '\x66' + chr(0b100001 + 0o14) + chr(0b10100 + 0o44)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MazoqGt5tBm2(vpNBss375oFz, TydLOnIvfjrJ, yfj8bXbkH4TT, GUE1BY_7JDnn):
return LfWbf5euN6Hv(vpNBss375oFz, UYrFWngYaD_b(days=ehT0Px3KOsy9('\x30' + '\157' + '\x31', 8)), TydLOnIvfjrJ, yfj8bXbkH4TT, trading_calendar=GUE1BY_7JDnn) |
quantopian/zipline | zipline/data/bundles/quandl.py | load_data_table | def load_data_table(file,
index_col,
show_progress=False):
""" Load data table from zip file provided by Quandl.
"""
with ZipFile(file) as zip_file:
file_names = zip_file.namelist()
assert len(file_names) == 1, "Expected a single file from Quandl."
wiki_prices = file_names.pop()
with zip_file.open(wiki_prices) as table_file:
if show_progress:
log.info('Parsing raw data.')
data_table = pd.read_csv(
table_file,
parse_dates=['date'],
index_col=index_col,
usecols=[
'ticker',
'date',
'open',
'high',
'low',
'close',
'volume',
'ex-dividend',
'split_ratio',
],
)
data_table.rename(
columns={
'ticker': 'symbol',
'ex-dividend': 'ex_dividend',
},
inplace=True,
copy=False,
)
return data_table | python | def load_data_table(file,
index_col,
show_progress=False):
""" Load data table from zip file provided by Quandl.
"""
with ZipFile(file) as zip_file:
file_names = zip_file.namelist()
assert len(file_names) == 1, "Expected a single file from Quandl."
wiki_prices = file_names.pop()
with zip_file.open(wiki_prices) as table_file:
if show_progress:
log.info('Parsing raw data.')
data_table = pd.read_csv(
table_file,
parse_dates=['date'],
index_col=index_col,
usecols=[
'ticker',
'date',
'open',
'high',
'low',
'close',
'volume',
'ex-dividend',
'split_ratio',
],
)
data_table.rename(
columns={
'ticker': 'symbol',
'ex-dividend': 'ex_dividend',
},
inplace=True,
copy=False,
)
return data_table | [
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"Quandl",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/bundles/quandl.py#L38-L75 | train | Load data table from a zip file. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(49) + chr(0b110001) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000010 + 0o55) + '\061' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(885 - 837) + '\x6f' + chr(0b110011) + chr(1758 - 1704) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\062', 0b1000), ehT0Px3KOsy9(chr(421 - 373) + chr(0b1101111) + chr(49) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101010 + 0o7) + '\062', 8), ehT0Px3KOsy9('\x30' + chr(0b110 + 0o151) + chr(49) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(408 - 360) + chr(0b1100100 + 0o13) + '\062' + chr(1182 - 1127) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101001 + 0o10) + '\067', 8), ehT0Px3KOsy9(chr(509 - 461) + '\x6f' + chr(0b110010) + chr(0b110101 + 0o2) + chr(0b110011), 8), ehT0Px3KOsy9('\060' + '\157' + chr(1309 - 1260) + chr(0b110001) + chr(1822 - 1770), 8), ehT0Px3KOsy9('\x30' + chr(10311 - 10200) + chr(0b110011) + '\063' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(5685 - 5574) + chr(0b110011) + chr(0b101110 + 0o2), 0b1000), ehT0Px3KOsy9('\060' + chr(520 - 409) + '\061' + chr(0b110010 + 0o2) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x31' + chr(1507 - 1452), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x37' + chr(0b11110 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(51) + chr(0b100 + 0o54) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(55) + chr(76 - 21), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\064' + '\x37', 53114 - 53106), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x36' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(2011 - 1963) + chr(0b1010101 + 0o32) + chr(49) + '\064' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(433 - 385) + chr(3125 - 3014) + chr(0b110001) + chr(733 - 682) + '\060', 0o10), ehT0Px3KOsy9(chr(389 - 341) + '\x6f' + '\063' + '\063' + chr(0b110100), 58051 - 58043), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(0b1000 + 0o52) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010 + 0o1) + chr(2410 - 2359) + chr(1898 - 1847), 47463 - 47455), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(1836 - 1786) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(881 - 830) + '\x30' + chr(2165 - 2117), 0b1000), ehT0Px3KOsy9(chr(896 - 848) + '\157' + '\x32' + chr(50) + '\x30', 58209 - 58201), ehT0Px3KOsy9(chr(0b110000) + chr(6831 - 6720) + '\x31' + chr(53) + '\061', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(50) + chr(51) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(2210 - 2159) + '\x32' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + '\x35' + chr(0b1000 + 0o56), 0o10), ehT0Px3KOsy9(chr(439 - 391) + chr(0b101000 + 0o107) + chr(49) + chr(50) + chr(1113 - 1059), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(0b110001) + '\x34' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(0b110011) + '\x34' + chr(0b100101 + 0o13), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x30' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101000 + 0o13) + '\x37' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\063' + chr(0b101011 + 0o13), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x33' + '\063' + '\x36', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(53) + '\062', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(775 - 727), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'b'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1101111) + '\144' + '\x65')(chr(117) + chr(116) + chr(9453 - 9351) + chr(1567 - 1522) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Kdih2XES1lcK(sHThYHEt4PLu, o90TMYhFhMm_, _rgtfo4EPgcH=ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 0o10)):
with BL5Mu7lsim3K(sHThYHEt4PLu) as ZitL2Q0fwnRJ:
Fv6fNLU4wfQM = ZitL2Q0fwnRJ.namelist()
assert c2A0yzQpDQB3(Fv6fNLU4wfQM) == ehT0Px3KOsy9(chr(602 - 554) + chr(111) + chr(0b1101 + 0o44), 0o10), xafqLlk3kkUe(SXOLrMavuUCe(b'\ts\x82ol~l\xdf/\xdal\xa9q\x08\xe8\xd0\xa6_\xc1\x1e\x08=\xfcv\xa9:\xad\xb08\xe8\xb3@2\x0c\xce'), '\144' + '\x65' + '\x63' + chr(0b1101111) + chr(0b1000100 + 0o40) + chr(0b110110 + 0o57))(chr(0b1110101) + chr(8003 - 7887) + '\x66' + '\x2d' + '\070')
tKzJT0m4dwSe = Fv6fNLU4wfQM.pop()
with xafqLlk3kkUe(ZitL2Q0fwnRJ, xafqLlk3kkUe(SXOLrMavuUCe(b'#{\x97d'), '\144' + chr(101) + chr(8045 - 7946) + chr(8193 - 8082) + chr(0b1100100) + '\x65')(chr(2669 - 2552) + chr(116) + '\x66' + '\055' + chr(56)))(tKzJT0m4dwSe) as icUPS23jJ7Lt:
if _rgtfo4EPgcH:
xafqLlk3kkUe(WHAFymdp8Jcy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f<\xbarzin\x8ce\xd7\x16\xb1'), '\x64' + chr(101) + '\x63' + chr(3104 - 2993) + chr(0b1100100) + '\x65')(chr(11439 - 11322) + '\x74' + chr(5443 - 5341) + chr(0b101101) + chr(0b111000 + 0o0)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1cj\x80yfdn\x9b}\xda;\xfa|\x07\xfb\xdd\xed'), chr(0b1010100 + 0o20) + chr(0b101110 + 0o67) + chr(99) + chr(0b1011001 + 0o26) + '\x64' + '\145')(chr(0b1110101) + chr(7414 - 7298) + '\146' + '\055' + chr(0b101110 + 0o12)))
tBfd6k_aFBfx = dubtF9GfzOdC.read_csv(icUPS23jJ7Lt, parse_dates=[xafqLlk3kkUe(SXOLrMavuUCe(b'(j\x86o'), chr(0b10100 + 0o120) + '\145' + '\x63' + chr(0b1010010 + 0o35) + chr(0b1100100) + chr(101))(chr(0b111 + 0o156) + '\x74' + chr(10113 - 10011) + '\x2d' + chr(0b111000))], index_col=o90TMYhFhMm_, usecols=[xafqLlk3kkUe(SXOLrMavuUCe(b'8b\x91ajx'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\164' + '\x66' + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'(j\x86o'), '\144' + '\145' + '\143' + chr(10206 - 10095) + chr(100) + chr(7375 - 7274))(chr(0b1110101) + chr(0b1011111 + 0o25) + '\x66' + chr(45) + chr(0b11110 + 0o32)), xafqLlk3kkUe(SXOLrMavuUCe(b'#{\x97d'), '\x64' + chr(0b1100101) + chr(2584 - 2485) + chr(254 - 143) + '\x64' + chr(0b1000000 + 0o45))(chr(0b1110101) + '\164' + chr(9300 - 9198) + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'$b\x95b'), chr(3075 - 2975) + chr(101) + chr(0b1100011) + '\157' + chr(0b10100 + 0o120) + chr(1533 - 1432))(chr(117) + chr(0b1000101 + 0o57) + chr(0b1100110) + chr(1308 - 1263) + chr(0b111000 + 0o0)), xafqLlk3kkUe(SXOLrMavuUCe(b' d\x85'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b100100 + 0o100) + chr(101))('\165' + '\x74' + chr(102) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'/g\x9dyj'), '\x64' + chr(0b1100101) + chr(5687 - 5588) + '\157' + chr(6971 - 6871) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b':d\x9e\x7fbo'), chr(100) + '\x65' + chr(2557 - 2458) + '\157' + chr(0b1100100) + chr(0b1001100 + 0o31))(chr(11909 - 11792) + '\x74' + chr(366 - 264) + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b')s\xdfnf|`\xdfj\xd5('), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1100100 + 0o0) + chr(1047 - 946))('\165' + '\164' + '\x66' + '\x2d' + chr(396 - 340)), xafqLlk3kkUe(SXOLrMavuUCe(b'?{\x9ec{U{\xda{\xd2#'), chr(0b1000 + 0o134) + '\145' + chr(0b1100011) + '\x6f' + '\x64' + chr(0b101010 + 0o73))(chr(0b1110101) + chr(0b1110100) + chr(870 - 768) + chr(0b1111 + 0o36) + '\x38')])
xafqLlk3kkUe(tBfd6k_aFBfx, xafqLlk3kkUe(SXOLrMavuUCe(b'>n\x9ckbo'), chr(100) + chr(105 - 4) + '\143' + chr(111) + chr(0b1011100 + 0o10) + chr(101))(chr(117) + '\164' + chr(2019 - 1917) + chr(0b101101) + chr(0b10010 + 0o46)))(columns={xafqLlk3kkUe(SXOLrMavuUCe(b'8b\x91ajx'), chr(0b1100100) + chr(0b1100101) + chr(0b1011010 + 0o11) + chr(111) + chr(5728 - 5628) + '\x65')(chr(117) + chr(0b10101 + 0o137) + chr(0b1110 + 0o130) + chr(1127 - 1082) + chr(0b110110 + 0o2)): xafqLlk3kkUe(SXOLrMavuUCe(b'?r\x9fh`f'), chr(9477 - 9377) + '\145' + chr(99) + chr(4585 - 4474) + '\144' + chr(0b1011110 + 0o7))('\165' + '\x74' + chr(6290 - 6188) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b')s\xdfnf|`\xdfj\xd5('), chr(0b1100100) + chr(101) + '\143' + '\157' + chr(0b1001011 + 0o31) + '\x65')(chr(0b1110101) + '\x74' + chr(6881 - 6779) + chr(45) + chr(2074 - 2018)): xafqLlk3kkUe(SXOLrMavuUCe(b')s\xadnf|`\xdfj\xd5('), '\144' + '\x65' + '\143' + '\157' + chr(8033 - 7933) + chr(1039 - 938))('\x75' + chr(2721 - 2605) + chr(102) + chr(0b101000 + 0o5) + chr(0b111000 + 0o0))}, inplace=ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + chr(0b110001), 8), copy=ehT0Px3KOsy9(chr(1957 - 1909) + chr(111) + chr(1846 - 1798), 8))
return tBfd6k_aFBfx |
quantopian/zipline | zipline/data/bundles/quandl.py | fetch_data_table | def fetch_data_table(api_key,
show_progress,
retries):
""" Fetch WIKI Prices data table from Quandl
"""
for _ in range(retries):
try:
if show_progress:
log.info('Downloading WIKI metadata.')
metadata = pd.read_csv(
format_metadata_url(api_key)
)
# Extract link from metadata and download zip file.
table_url = metadata.loc[0, 'file.link']
if show_progress:
raw_file = download_with_progress(
table_url,
chunk_size=ONE_MEGABYTE,
label="Downloading WIKI Prices table from Quandl"
)
else:
raw_file = download_without_progress(table_url)
return load_data_table(
file=raw_file,
index_col=None,
show_progress=show_progress,
)
except Exception:
log.exception("Exception raised reading Quandl data. Retrying.")
else:
raise ValueError(
"Failed to download Quandl data after %d attempts." % (retries)
) | python | def fetch_data_table(api_key,
show_progress,
retries):
""" Fetch WIKI Prices data table from Quandl
"""
for _ in range(retries):
try:
if show_progress:
log.info('Downloading WIKI metadata.')
metadata = pd.read_csv(
format_metadata_url(api_key)
)
# Extract link from metadata and download zip file.
table_url = metadata.loc[0, 'file.link']
if show_progress:
raw_file = download_with_progress(
table_url,
chunk_size=ONE_MEGABYTE,
label="Downloading WIKI Prices table from Quandl"
)
else:
raw_file = download_without_progress(table_url)
return load_data_table(
file=raw_file,
index_col=None,
show_progress=show_progress,
)
except Exception:
log.exception("Exception raised reading Quandl data. Retrying.")
else:
raise ValueError(
"Failed to download Quandl data after %d attempts." % (retries)
) | [
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"=",
"raw_file",
",",
"index_col",
"=",
"None",
",",
"show_progress",
"=",
"show_progress",
",",
")",
"except",
"Exception",
":",
"log",
".",
"exception",
"(",
"\"Exception raised reading Quandl data. Retrying.\"",
")",
"else",
":",
"raise",
"ValueError",
"(",
"\"Failed to download Quandl data after %d attempts.\"",
"%",
"(",
"retries",
")",
")"
] | Fetch WIKI Prices data table from Quandl | [
"Fetch",
"WIKI",
"Prices",
"data",
"table",
"from",
"Quandl"
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/bundles/quandl.py#L78-L114 | train | Download WIKI Prices data table from Quandl. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(49) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + chr(50) + chr(49) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1116 - 1067) + chr(0b110010 + 0o1) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(1630 - 1581) + '\x36' + chr(0b101110 + 0o6), 8486 - 8478), ehT0Px3KOsy9(chr(1225 - 1177) + '\x6f' + chr(0b10110 + 0o35) + chr(48) + chr(0b101001 + 0o7), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + '\x31' + '\x31' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b10000 + 0o44) + chr(585 - 534), 0o10), ehT0Px3KOsy9('\x30' + chr(3754 - 3643) + chr(0b110010) + chr(1066 - 1011) + chr(0b110100), 14684 - 14676), ehT0Px3KOsy9(chr(1036 - 988) + '\157' + '\063' + chr(53) + '\x31', 0b1000), ehT0Px3KOsy9(chr(410 - 362) + chr(0b1011 + 0o144) + chr(0b110011) + chr(2413 - 2359), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + '\x32' + chr(1166 - 1112) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(3688 - 3577) + '\x31' + chr(52) + chr(0b1000 + 0o51), 55435 - 55427), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + chr(0b1010 + 0o47) + chr(1149 - 1097) + '\065', 7438 - 7430), ehT0Px3KOsy9(chr(2069 - 2021) + chr(0b0 + 0o157) + chr(0b11111 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(1790 - 1742) + chr(0b1011011 + 0o24) + chr(0b100100 + 0o15) + '\x33' + chr(0b110100), 27730 - 27722), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + '\061' + chr(0b110111), 60251 - 60243), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(8861 - 8750) + chr(51) + chr(140 - 92) + chr(282 - 231), 46083 - 46075), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(50) + '\067' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(531 - 483) + '\157' + '\x33' + chr(49) + '\066', 40747 - 40739), ehT0Px3KOsy9(chr(2139 - 2091) + chr(111) + chr(0b110010) + chr(51) + chr(1071 - 1021), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7949 - 7838) + chr(0b110010) + chr(52) + chr(0b110001 + 0o0), 0o10), ehT0Px3KOsy9(chr(662 - 614) + chr(111) + '\x33' + chr(0b110110) + chr(0b110100), 45308 - 45300), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\x30' + chr(54), 0o10), ehT0Px3KOsy9(chr(1714 - 1666) + '\x6f' + chr(1901 - 1849), 0b1000), ehT0Px3KOsy9(chr(1400 - 1352) + '\157' + '\x33' + chr(50) + chr(0b101 + 0o53), 36155 - 36147), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(50) + chr(2137 - 2085) + chr(52), 9769 - 9761), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110000) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4567 - 4456) + chr(507 - 453) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(787 - 676) + '\x32' + chr(2314 - 2264) + '\x31', 0o10), ehT0Px3KOsy9(chr(76 - 28) + chr(0b1101111) + chr(0b10110 + 0o33) + chr(2029 - 1976), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(52) + chr(573 - 525), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100111 + 0o110) + '\064' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\061' + chr(2362 - 2307), 0b1000), ehT0Px3KOsy9(chr(2118 - 2070) + '\x6f' + '\x32' + chr(450 - 402) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + '\x37' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(50) + '\060', 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b10010 + 0o37) + '\x33' + '\066', 23690 - 23682), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(354 - 300) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b110010 + 0o1) + chr(0b110001) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101000 + 0o7) + chr(0b11111 + 0o27) + chr(1009 - 960), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(53) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'e'), '\144' + chr(0b1100101) + chr(425 - 326) + chr(111) + chr(7012 - 6912) + chr(0b1100101))('\165' + '\164' + chr(0b10011 + 0o123) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Qjm1QLoXqZZa(mxKXMK0vhazh, _rgtfo4EPgcH, YjfqU075U73D):
for VNGQdHSFPrso in vQr8gNKaIaWE(YjfqU075U73D):
try:
if _rgtfo4EPgcH:
xafqLlk3kkUe(WHAFymdp8Jcy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xbd\x10\x0c\xb5/\x04\x8b\x83r\xe8\n'), chr(0b1100100) + chr(0b100010 + 0o103) + chr(0b1100011) + chr(0b110011 + 0o74) + '\144' + '\x65')(chr(1407 - 1290) + '\164' + '\x66' + chr(0b11001 + 0o24) + chr(0b110110 + 0o2)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xe5/\x1a\xac#\x02\xd8\x80p\xd5A2L\x17F\xe3\xd5\xab\xee\xc0\x90\xe7p\xb1\x8a'), chr(100) + chr(4320 - 4219) + chr(99) + chr(4935 - 4824) + chr(9009 - 8909) + chr(0b10001 + 0o124))(chr(0b1110101) + '\x74' + '\146' + '\055' + chr(2693 - 2637)))
mU7wOAGoTnlM = dubtF9GfzOdC.read_csv(AQ_mp4VEY7Eu(mxKXMK0vhazh))
keu0t5zBaOPE = mU7wOAGoTnlM.MmVY7Id_ODNA[ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\060', 0o10), xafqLlk3kkUe(SXOLrMavuUCe(b'-\xe34\x11\xee \n\xd2\x82'), chr(0b10 + 0o142) + '\x65' + chr(4449 - 4350) + chr(111) + chr(0b1001100 + 0o30) + '\145')(chr(117) + chr(0b11011 + 0o131) + '\x66' + '\055' + '\070')]
if _rgtfo4EPgcH:
ND0noDNna0DR = CUoiQpmGROtK(keu0t5zBaOPE, chunk_size=BlazXO6ZtGvz, label=xafqLlk3kkUe(SXOLrMavuUCe(b"\x0f\xe5/\x1a\xac#\x02\xd8\x80p\xd5A2L\x17F\xe3\xe8\xbc\xf3\xc2\x91\xf5$\xa4\xc5\xe2]\xf4-FW \xec\x19\x81+\xd1\xa3U'"), chr(0b1 + 0o143) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + chr(101))('\x75' + chr(0b1001001 + 0o53) + chr(4001 - 3899) + chr(0b101101) + chr(0b1111 + 0o51)))
else:
ND0noDNna0DR = P8a2mCvbAfcQ(keu0t5zBaOPE)
return Kdih2XES1lcK(file=ND0noDNna0DR, index_col=None, show_progress=_rgtfo4EPgcH)
except jLmadlzMdunT:
xafqLlk3kkUe(WHAFymdp8Jcy, xafqLlk3kkUe(SXOLrMavuUCe(b'&\xec\x1c\x10\x8b$\x07\xc6\xa0,\x87 '), chr(2980 - 2880) + '\145' + chr(0b10110 + 0o115) + chr(5424 - 5313) + chr(0b1100100) + chr(0b10110 + 0o117))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b1000 + 0o45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\xf2;\x11\xb08\n\xd3\x87>\xc0\x00\x0cv9k\xe3\xca\xab\xfb\xc5\x9d\xe8c\xf0\xf5\xf5P\xffiL\x05+\xe0M\xb1p\x90\x9fT?\xf8!\x1d\xae+M'), chr(0b10100 + 0o120) + chr(0b1100101) + '\x63' + '\157' + chr(0b1000101 + 0o37) + chr(0b110 + 0o137))(chr(0b1110101) + chr(116) + '\x66' + chr(0b0 + 0o55) + '\x38'))
else:
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xeb1\x18\xa5(C\xc8\x86>\xd6\x0e\x12k0`\xa2\xdc\xee\xcb\xd4\x95\xe8`\xbc\x84\xe4P\xe5l\x00D)\xf5\\\xa2~\x95\xa9\x11*\xfe,\x11\xad<\x17\xcf\xc7'), chr(100) + chr(0b1001110 + 0o27) + chr(99) + chr(3801 - 3690) + chr(1458 - 1358) + chr(0b1100001 + 0o4))(chr(0b1101110 + 0o7) + chr(116) + chr(0b1100110) + chr(0b101011 + 0o2) + chr(0b101001 + 0o17)) % YjfqU075U73D) |
quantopian/zipline | zipline/data/bundles/quandl.py | quandl_bundle | def quandl_bundle(environ,
asset_db_writer,
minute_bar_writer,
daily_bar_writer,
adjustment_writer,
calendar,
start_session,
end_session,
cache,
show_progress,
output_dir):
"""
quandl_bundle builds a daily dataset using Quandl's WIKI Prices dataset.
For more information on Quandl's API and how to obtain an API key,
please visit https://docs.quandl.com/docs#section-authentication
"""
api_key = environ.get('QUANDL_API_KEY')
if api_key is None:
raise ValueError(
"Please set your QUANDL_API_KEY environment variable and retry."
)
raw_data = fetch_data_table(
api_key,
show_progress,
environ.get('QUANDL_DOWNLOAD_ATTEMPTS', 5)
)
asset_metadata = gen_asset_metadata(
raw_data[['symbol', 'date']],
show_progress
)
asset_db_writer.write(asset_metadata)
symbol_map = asset_metadata.symbol
sessions = calendar.sessions_in_range(start_session, end_session)
raw_data.set_index(['date', 'symbol'], inplace=True)
daily_bar_writer.write(
parse_pricing_and_vol(
raw_data,
sessions,
symbol_map
),
show_progress=show_progress
)
raw_data.reset_index(inplace=True)
raw_data['symbol'] = raw_data['symbol'].astype('category')
raw_data['sid'] = raw_data.symbol.cat.codes
adjustment_writer.write(
splits=parse_splits(
raw_data[[
'sid',
'date',
'split_ratio',
]].loc[raw_data.split_ratio != 1],
show_progress=show_progress
),
dividends=parse_dividends(
raw_data[[
'sid',
'date',
'ex_dividend',
]].loc[raw_data.ex_dividend != 0],
show_progress=show_progress
)
) | python | def quandl_bundle(environ,
asset_db_writer,
minute_bar_writer,
daily_bar_writer,
adjustment_writer,
calendar,
start_session,
end_session,
cache,
show_progress,
output_dir):
"""
quandl_bundle builds a daily dataset using Quandl's WIKI Prices dataset.
For more information on Quandl's API and how to obtain an API key,
please visit https://docs.quandl.com/docs#section-authentication
"""
api_key = environ.get('QUANDL_API_KEY')
if api_key is None:
raise ValueError(
"Please set your QUANDL_API_KEY environment variable and retry."
)
raw_data = fetch_data_table(
api_key,
show_progress,
environ.get('QUANDL_DOWNLOAD_ATTEMPTS', 5)
)
asset_metadata = gen_asset_metadata(
raw_data[['symbol', 'date']],
show_progress
)
asset_db_writer.write(asset_metadata)
symbol_map = asset_metadata.symbol
sessions = calendar.sessions_in_range(start_session, end_session)
raw_data.set_index(['date', 'symbol'], inplace=True)
daily_bar_writer.write(
parse_pricing_and_vol(
raw_data,
sessions,
symbol_map
),
show_progress=show_progress
)
raw_data.reset_index(inplace=True)
raw_data['symbol'] = raw_data['symbol'].astype('category')
raw_data['sid'] = raw_data.symbol.cat.codes
adjustment_writer.write(
splits=parse_splits(
raw_data[[
'sid',
'date',
'split_ratio',
]].loc[raw_data.split_ratio != 1],
show_progress=show_progress
),
dividends=parse_dividends(
raw_data[[
'sid',
'date',
'ex_dividend',
]].loc[raw_data.ex_dividend != 0],
show_progress=show_progress
)
) | [
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] | quandl_bundle builds a daily dataset using Quandl's WIKI Prices dataset.
For more information on Quandl's API and how to obtain an API key,
please visit https://docs.quandl.com/docs#section-authentication | [
"quandl_bundle",
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"daily",
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"Quandl",
"s",
"WIKI",
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/bundles/quandl.py#L183-L250 | train | Builds a daily dataset using Quandl s WIKI Prices dataset. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\060' + chr(918 - 870), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(51) + chr(2188 - 2134) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\061' + chr(2601 - 2548) + chr(54), 0o10), ehT0Px3KOsy9(chr(2144 - 2096) + chr(111) + '\061' + chr(48) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110110) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1100 - 1051) + chr(0b11011 + 0o25) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101100 + 0o103) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(51) + chr(0b11001 + 0o35) + chr(0b11 + 0o60), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101011 + 0o6) + chr(50) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(51) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(10071 - 9960) + chr(1440 - 1391) + chr(2449 - 2394) + chr(50), 2301 - 2293), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + '\x35' + '\x36', 20863 - 20855), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b1000 + 0o50) + chr(178 - 126), 25803 - 25795), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b110011) + chr(0b110 + 0o57), 37321 - 37313), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(1206 - 1095) + chr(0b110001) + '\x30' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\063' + '\x30' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(152 - 41) + '\063' + chr(0b110000) + chr(0b1111 + 0o41), 8), ehT0Px3KOsy9(chr(763 - 715) + chr(0b1011110 + 0o21) + '\x35' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(1337 - 1284) + chr(53), 0o10), ehT0Px3KOsy9(chr(1974 - 1926) + '\157' + chr(1779 - 1729) + chr(1899 - 1845), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10189 - 10078) + '\063' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(773 - 725) + '\x6f' + '\x33' + '\x35' + chr(883 - 828), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x32' + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1175 - 1124) + chr(52) + chr(0b10010 + 0o45), 231 - 223), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + '\062' + '\x35' + '\x36', 0o10), ehT0Px3KOsy9(chr(186 - 138) + '\157' + chr(2568 - 2517) + chr(0b11111 + 0o30) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(695 - 643) + chr(2315 - 2263), 43558 - 43550), ehT0Px3KOsy9(chr(48) + chr(0b1001000 + 0o47) + chr(0b110010) + '\064' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(1849 - 1798) + '\x36' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11522 - 11411) + chr(55) + chr(1295 - 1243), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(52) + '\064', 2887 - 2879), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + '\x31' + chr(0b101100 + 0o5) + '\062', 16690 - 16682), ehT0Px3KOsy9(chr(744 - 696) + chr(111) + chr(50) + chr(0b10111 + 0o32) + chr(2007 - 1957), 0b1000), ehT0Px3KOsy9(chr(977 - 929) + chr(1060 - 949) + '\x32' + '\063' + '\x31', 30622 - 30614), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(127 - 76) + '\x31' + chr(0b101100 + 0o13), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + chr(0b110001) + '\x33' + '\067', 0o10), ehT0Px3KOsy9(chr(1756 - 1708) + '\157' + chr(1893 - 1840) + chr(0b11 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7299 - 7188) + chr(0b101010 + 0o7) + chr(2632 - 2577), 6143 - 6135), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(0b110011) + chr(1273 - 1223), 37085 - 37077), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10101 + 0o40), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065' + chr(0b110000), 41868 - 41860)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xae'), chr(0b110011 + 0o61) + chr(101) + '\143' + chr(6748 - 6637) + chr(0b110 + 0o136) + '\x65')('\x75' + chr(0b110101 + 0o77) + chr(102) + chr(0b101 + 0o50) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GTpSLC8lItyN(rNK60KZ67nXB, H2urTN8C8M5R, fiSHAQXMY_UA, XgyKD3xf4XSp, VESY84ZhSCpr, poUKhjo0_BbB, DXo3YHqyow5e, qRfpaQSMkwXK, j1lPDdxcDbRB, _rgtfo4EPgcH, nd0OX_BS6_o4):
mxKXMK0vhazh = rNK60KZ67nXB.Q8b5UytA0vqH(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\xa1/\n3\x0e]\xb2\x06\xd5%e\x81D'), chr(6313 - 6213) + chr(101) + chr(5093 - 4994) + chr(11316 - 11205) + chr(0b110101 + 0o57) + chr(0b1011100 + 0o11))(chr(0b1110100 + 0o1) + chr(0b1110100) + chr(0b110111 + 0o57) + chr(306 - 261) + chr(56)))
if mxKXMK0vhazh is None:
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x98\x0b%\x04\'"\x803\xe8ZW\xabh2\xe0\x91y\xecX[\xa3\xc9\xa6\xfe\xb3\xbb\xe9\xb0e\x84/\xe4\xef\xa6-Daw`\xee\x80N2\x160k\x924\xf0\x1f\x0e\xa5s$\xe0\xb2I\xd9df\xc1'), chr(737 - 637) + chr(0b1100101) + '\143' + '\157' + '\144' + '\x65')(chr(0b11010 + 0o133) + chr(2814 - 2698) + chr(0b1100110) + chr(271 - 226) + chr(2960 - 2904)))
LjisoG1znXxU = Qjm1QLoXqZZa(mxKXMK0vhazh, _rgtfo4EPgcH, rNK60KZ67nXB.Q8b5UytA0vqH(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\xa1/\n3\x0e]\xb7\x19\xcb4b\x8b\\\x04\x9f\x81x\xf9SR\xbf\xc2\xb4'), chr(0b1001011 + 0o31) + '\145' + '\x63' + '\x6f' + '\144' + '\x65')('\x75' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(911 - 855)), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065', 8)))
ZjVSehVrbY3R = iOOkOfWXbcyO(LjisoG1znXxU[[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x8d\x03&\x18.'), '\144' + '\145' + '\143' + chr(0b1101000 + 0o7) + chr(9310 - 9210) + chr(4575 - 4474))(chr(0b111010 + 0o73) + '\x74' + chr(0b101101 + 0o71) + chr(615 - 570) + chr(0b11111 + 0o31)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4\x95\x1a!'), '\x64' + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + chr(116) + chr(0b111111 + 0o47) + '\055' + chr(0b111000))]], _rgtfo4EPgcH)
xafqLlk3kkUe(H2urTN8C8M5R, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x86\x070\x12'), '\144' + '\145' + chr(0b101110 + 0o65) + '\x6f' + chr(8985 - 8885) + chr(0b1010000 + 0o25))(chr(10473 - 10356) + '\x74' + '\x66' + '\x2d' + chr(0b111000)))(ZjVSehVrbY3R)
lVvuM_q9Jcuv = ZjVSehVrbY3R.Usr5ykvL2UZF
xmHFfrmM5EeF = poUKhjo0_BbB.sessions_in_range(DXo3YHqyow5e, qRfpaQSMkwXK)
xafqLlk3kkUe(LjisoG1znXxU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x91\x1a\x1b\x1e,f\x96.'), '\144' + chr(101) + chr(2281 - 2182) + chr(10786 - 10675) + '\144' + '\145')(chr(0b100101 + 0o120) + chr(116) + '\x66' + chr(45) + '\070'))([xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4\x95\x1a!'), chr(0b110010 + 0o62) + chr(0b11101 + 0o110) + chr(99) + chr(0b1100111 + 0o10) + chr(0b101001 + 0o73) + chr(0b1100101))(chr(3390 - 3273) + chr(0b1110100) + chr(0b1110 + 0o130) + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x8d\x03&\x18.'), chr(0b1011000 + 0o14) + chr(101) + chr(8730 - 8631) + chr(9915 - 9804) + chr(520 - 420) + '\145')('\x75' + chr(1334 - 1218) + chr(102) + chr(0b100000 + 0o15) + chr(2321 - 2265))], inplace=ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31', 18065 - 18057))
xafqLlk3kkUe(XgyKD3xf4XSp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x86\x070\x12'), '\144' + '\145' + '\143' + chr(0b1010011 + 0o34) + '\x64' + '\145')(chr(0b1110101) + chr(116) + chr(0b110110 + 0o60) + '\055' + '\x38'))(z67ppAuN2dLG(LjisoG1znXxU, xmHFfrmM5EeF, lVvuM_q9Jcuv), show_progress=_rgtfo4EPgcH)
xafqLlk3kkUe(LjisoG1znXxU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\x91\x1d!\x03\x1dk\x9d2\xf9\x02'), '\x64' + chr(7322 - 7221) + chr(0b100 + 0o137) + chr(0b1101111) + '\x64' + chr(101))(chr(0b111 + 0o156) + chr(0b1011010 + 0o32) + chr(4100 - 3998) + '\055' + '\070'))(inplace=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', 8))
LjisoG1znXxU[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x8d\x03&\x18.'), chr(6677 - 6577) + chr(0b1010011 + 0o22) + chr(0b1 + 0o142) + '\157' + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(6547 - 6445) + '\x2d' + '\x38')] = LjisoG1znXxU[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x8d\x03&\x18.'), chr(0b1100100) + '\x65' + chr(6828 - 6729) + '\x6f' + chr(0b10010 + 0o122) + chr(0b1100101))('\165' + chr(6653 - 6537) + chr(0b10110 + 0o120) + chr(0b1001 + 0o44) + chr(56))].astype(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x95\x1a!\x10-p\x8a'), chr(100) + chr(6608 - 6507) + '\x63' + chr(111) + '\x64' + chr(101))('\x75' + '\164' + '\x66' + chr(0b101 + 0o50) + chr(0b10100 + 0o44)))
LjisoG1znXxU[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x9d\n'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b110101 + 0o60))(chr(4502 - 4385) + chr(0b1110100) + '\146' + chr(1370 - 1325) + chr(0b111000))] = LjisoG1znXxU.symbol.cat.codes
xafqLlk3kkUe(VESY84ZhSCpr, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x86\x070\x12'), '\144' + '\145' + chr(99) + chr(111) + chr(5146 - 5046) + '\145')(chr(0b1110101) + '\164' + chr(0b1001001 + 0o35) + chr(0b100110 + 0o7) + chr(0b100101 + 0o23)))(splits=Ugu3bkJdDRlF(xafqLlk3kkUe(LjisoG1znXxU[[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x9d\n'), chr(100) + '\x65' + chr(99) + chr(11992 - 11881) + chr(0b1100100) + '\x65')(chr(0b101101 + 0o110) + chr(0b1110100) + chr(0b1100110) + chr(1523 - 1478) + chr(141 - 85)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4\x95\x1a!'), chr(0b1011111 + 0o5) + chr(0b1100101) + '\x63' + chr(0b1110 + 0o141) + chr(100) + chr(101))('\x75' + '\164' + '\x66' + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x84\x02-\x03\x1dp\x92"\xf5\x15'), chr(0b1100100) + chr(0b1001101 + 0o30) + chr(8917 - 8818) + chr(111) + chr(967 - 867) + '\x65')(chr(7505 - 7388) + chr(10522 - 10406) + chr(0b1100110) + chr(45) + chr(0b110100 + 0o4))]], xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd\x998\x1d@\x0bf\xac\x19\xd84o'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + chr(470 - 370) + chr(0b1000000 + 0o45))('\165' + chr(116) + chr(5291 - 5189) + chr(45) + '\070'))[xafqLlk3kkUe(LjisoG1znXxU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x84\x02-\x03\x1dp\x92"\xf5\x15'), '\x64' + chr(3067 - 2966) + chr(0b110000 + 0o63) + chr(4939 - 4828) + chr(0b1100100) + '\x65')(chr(117) + '\164' + chr(0b1100110) + '\055' + chr(56))) != ehT0Px3KOsy9(chr(116 - 68) + '\157' + '\061', 8)], show_progress=_rgtfo4EPgcH), dividends=DtUbYkqTfqxY(xafqLlk3kkUe(LjisoG1znXxU[[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x9d\n'), chr(0b1100100) + chr(101) + chr(0b110001 + 0o62) + chr(0b1101111) + chr(1175 - 1075) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4\x95\x1a!'), chr(100) + chr(101) + '\143' + chr(12027 - 11916) + '\144' + chr(2892 - 2791))('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x8c1 \x1e4k\x973\xf2\x1e'), chr(1929 - 1829) + chr(0b10101 + 0o120) + chr(0b1001000 + 0o33) + '\157' + '\x64' + '\145')('\x75' + chr(0b10000 + 0o144) + chr(0b1010101 + 0o21) + chr(0b1 + 0o54) + chr(0b101010 + 0o16))]], xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd\x998\x1d@\x0bf\xac\x19\xd84o'), chr(0b100110 + 0o76) + chr(7541 - 7440) + '\x63' + chr(0b1101111) + chr(100) + chr(0b100000 + 0o105))(chr(0b1110101) + chr(6193 - 6077) + chr(3444 - 3342) + '\x2d' + chr(0b10101 + 0o43)))[xafqLlk3kkUe(LjisoG1znXxU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\x8c1 \x1e4k\x973\xf2\x1e'), '\x64' + '\x65' + chr(2504 - 2405) + chr(0b100 + 0o153) + chr(0b101011 + 0o71) + chr(0b100001 + 0o104))(chr(117) + chr(116) + chr(557 - 455) + chr(0b101101) + '\070')) != ehT0Px3KOsy9('\060' + '\x6f' + '\060', 0o10)], show_progress=_rgtfo4EPgcH)) |
quantopian/zipline | zipline/data/bundles/quandl.py | download_with_progress | def download_with_progress(url, chunk_size, **progress_kwargs):
"""
Download streaming data from a URL, printing progress information to the
terminal.
Parameters
----------
url : str
A URL that can be understood by ``requests.get``.
chunk_size : int
Number of bytes to read at a time from requests.
**progress_kwargs
Forwarded to click.progressbar.
Returns
-------
data : BytesIO
A BytesIO containing the downloaded data.
"""
resp = requests.get(url, stream=True)
resp.raise_for_status()
total_size = int(resp.headers['content-length'])
data = BytesIO()
with progressbar(length=total_size, **progress_kwargs) as pbar:
for chunk in resp.iter_content(chunk_size=chunk_size):
data.write(chunk)
pbar.update(len(chunk))
data.seek(0)
return data | python | def download_with_progress(url, chunk_size, **progress_kwargs):
"""
Download streaming data from a URL, printing progress information to the
terminal.
Parameters
----------
url : str
A URL that can be understood by ``requests.get``.
chunk_size : int
Number of bytes to read at a time from requests.
**progress_kwargs
Forwarded to click.progressbar.
Returns
-------
data : BytesIO
A BytesIO containing the downloaded data.
"""
resp = requests.get(url, stream=True)
resp.raise_for_status()
total_size = int(resp.headers['content-length'])
data = BytesIO()
with progressbar(length=total_size, **progress_kwargs) as pbar:
for chunk in resp.iter_content(chunk_size=chunk_size):
data.write(chunk)
pbar.update(len(chunk))
data.seek(0)
return data | [
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terminal.
Parameters
----------
url : str
A URL that can be understood by ``requests.get``.
chunk_size : int
Number of bytes to read at a time from requests.
**progress_kwargs
Forwarded to click.progressbar.
Returns
-------
data : BytesIO
A BytesIO containing the downloaded data. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/bundles/quandl.py#L253-L283 | train | Download streaming data from a URL and print progress information to the terminal. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1125 - 1073) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101011 + 0o7) + chr(0b110001) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(8088 - 7977) + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b110010) + chr(49), 23500 - 23492), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + chr(0b101011 + 0o6) + chr(55) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(2168 - 2114) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10000 + 0o41) + '\062' + '\062', 39645 - 39637), ehT0Px3KOsy9(chr(48) + chr(10835 - 10724) + chr(55) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\064' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(50) + chr(0b110000 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b11 + 0o56) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + '\x33' + chr(1609 - 1555) + chr(49), 0b1000), ehT0Px3KOsy9(chr(972 - 924) + '\x6f' + '\063' + '\060' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\067' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(840 - 792) + chr(0b110100 + 0o73) + '\x32' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1538 - 1490) + '\157' + '\061' + '\066' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(992 - 944) + '\157' + '\x35' + '\061', 46725 - 46717), ehT0Px3KOsy9('\060' + chr(5421 - 5310) + chr(1863 - 1814), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110011) + chr(1592 - 1538), 0b1000), ehT0Px3KOsy9('\060' + chr(11588 - 11477) + chr(1948 - 1899) + '\066' + chr(0b110011), 27133 - 27125), ehT0Px3KOsy9(chr(1745 - 1697) + '\157' + chr(271 - 220) + chr(51) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101101 + 0o6) + chr(1432 - 1382) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011101 + 0o22) + '\063' + chr(53) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1187 - 1139) + '\x6f' + chr(1964 - 1913) + chr(0b101011 + 0o11) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(2442 - 2389) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1563 - 1513) + '\x36' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b10010 + 0o135) + '\062' + chr(0b101101 + 0o10), 35021 - 35013), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b10010 + 0o44) + chr(51), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(52) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b1001 + 0o51) + '\x32', 8), ehT0Px3KOsy9(chr(1728 - 1680) + '\x6f' + chr(0b110011) + chr(52) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b100111 + 0o17) + '\061', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2164 - 2113) + '\x32', 3020 - 3012), ehT0Px3KOsy9('\x30' + chr(3255 - 3144) + '\x33' + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(11644 - 11533) + chr(2367 - 2314) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + '\x35', 48316 - 48308), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101101 + 0o2) + chr(943 - 892) + chr(51) + '\067', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + chr(498 - 450), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'7'), '\144' + chr(0b111100 + 0o51) + chr(4267 - 4168) + chr(7644 - 7533) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1001001 + 0o53) + '\x66' + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CUoiQpmGROtK(CYCr3xzMHl4K, ha7Qr2IqbXbY, **ISQERpzY4yOS):
o76vgcEvX48n = Mx6ixpcPMQy3.Q8b5UytA0vqH(CYCr3xzMHl4K, stream=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001), 8))
xafqLlk3kkUe(o76vgcEvX48n, xafqLlk3kkUe(SXOLrMavuUCe(b"kD\xe0W\xb4'\x17=O\xf8\xe5\xb9\x90\xb2\te"), chr(7604 - 7504) + chr(101) + '\x63' + chr(11989 - 11878) + chr(0b1001000 + 0o34) + chr(0b1100101))(chr(117) + chr(5496 - 5380) + chr(102) + '\x2d' + '\070'))()
aRDYUgtuFxYy = ehT0Px3KOsy9(o76vgcEvX48n.Po1zXXTKc_sm[xafqLlk3kkUe(SXOLrMavuUCe(b'zJ\xe7P\xb4\x16\x05\x7fQ\xc2\xf8\xaa\x85\xae'), '\x64' + chr(101) + chr(99) + chr(7633 - 7522) + '\144' + '\x65')(chr(1308 - 1191) + chr(0b110 + 0o156) + '\x66' + '\055' + '\070')])
ULnjp6D6efFH = f9L_Rzl5SCCf()
with B7CGY4cXHRcz(length=aRDYUgtuFxYy, **ISQERpzY4yOS) as IU1B1de_insx:
for qrKMvKviNzHg in xafqLlk3kkUe(o76vgcEvX48n, xafqLlk3kkUe(SXOLrMavuUCe(b'pQ\xecV\x8e\x1b\x1e<I\xc2\xf8\xb9'), chr(9154 - 9054) + chr(5398 - 5297) + '\143' + '\157' + chr(8758 - 8658) + '\x65')(chr(0b1011101 + 0o30) + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38'))(chunk_size=ha7Qr2IqbXbY):
xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'nW\xe0P\xb4'), chr(0b1100100 + 0o0) + chr(101) + chr(0b1000000 + 0o43) + chr(0b1010010 + 0o35) + '\144' + chr(101))('\165' + chr(0b1110100) + chr(1358 - 1256) + chr(0b101000 + 0o5) + chr(2227 - 2171)))(qrKMvKviNzHg)
xafqLlk3kkUe(IU1B1de_insx, xafqLlk3kkUe(SXOLrMavuUCe(b'CQ\xc8a\xb86;<D\x93\xf3\xfd'), chr(0b110001 + 0o63) + '\145' + chr(0b1100011) + '\x6f' + '\x64' + chr(9021 - 8920))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b1101 + 0o40) + chr(56)))(c2A0yzQpDQB3(qrKMvKviNzHg))
xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'j@\xecO'), chr(0b1100001 + 0o3) + chr(6209 - 6108) + chr(0b1001001 + 0o32) + chr(111) + chr(6970 - 6870) + chr(7289 - 7188))(chr(0b1110011 + 0o2) + chr(12914 - 12798) + chr(0b111110 + 0o50) + chr(0b101101) + chr(2507 - 2451)))(ehT0Px3KOsy9(chr(0b110000) + chr(0b100111 + 0o110) + chr(48), 47872 - 47864))
return ULnjp6D6efFH |
quantopian/zipline | zipline/data/bundles/quandl.py | download_without_progress | def download_without_progress(url):
"""
Download data from a URL, returning a BytesIO containing the loaded data.
Parameters
----------
url : str
A URL that can be understood by ``requests.get``.
Returns
-------
data : BytesIO
A BytesIO containing the downloaded data.
"""
resp = requests.get(url)
resp.raise_for_status()
return BytesIO(resp.content) | python | def download_without_progress(url):
"""
Download data from a URL, returning a BytesIO containing the loaded data.
Parameters
----------
url : str
A URL that can be understood by ``requests.get``.
Returns
-------
data : BytesIO
A BytesIO containing the downloaded data.
"""
resp = requests.get(url)
resp.raise_for_status()
return BytesIO(resp.content) | [
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url : str
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(54) + chr(0b110100), 64272 - 64264), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101 + 0o56) + chr(0b1100 + 0o44), 0o10), ehT0Px3KOsy9(chr(434 - 386) + '\157' + '\063' + '\x32' + '\066', 0b1000), ehT0Px3KOsy9(chr(195 - 147) + '\x6f' + chr(0b1000 + 0o53) + chr(0b1001 + 0o52) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(2778 - 2723) + chr(0b11110 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2876 - 2765) + '\067' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x31' + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(1999 - 1944) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110011) + '\x36' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\x33' + chr(0b110010) + chr(0b101100 + 0o11), 11284 - 11276), ehT0Px3KOsy9('\060' + chr(6254 - 6143) + chr(51) + chr(50) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(1185 - 1134) + chr(1002 - 948) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(51) + chr(54) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(627 - 579) + chr(0b1001011 + 0o44) + '\x33' + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b110010) + chr(0b100101 + 0o16) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(1724 - 1671) + chr(0b110110 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11000 + 0o31) + chr(0b110101) + chr(54), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2548 - 2497) + '\064' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(156 - 108) + chr(0b1101111) + '\063' + chr(0b10110 + 0o41), 4014 - 4006), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\x35' + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11 + 0o60) + chr(49) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(275 - 222) + chr(0b11101 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1 + 0o62) + chr(0b100011 + 0o20), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(10575 - 10464) + '\062' + chr(50) + chr(0b100101 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10011 + 0o40) + chr(50) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x34' + chr(0b110101), 35954 - 35946), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\064', 33995 - 33987), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(0b110001) + '\067' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\060' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(2136 - 2082) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11104 - 10993) + chr(0b1101 + 0o52), 0b1000), ehT0Px3KOsy9(chr(1528 - 1480) + '\157' + '\x31' + '\060' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b101110 + 0o3) + chr(2523 - 2469) + '\x30', 54941 - 54933), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\063' + chr(0b110000), 36257 - 36249), ehT0Px3KOsy9(chr(48) + chr(9431 - 9320) + chr(2175 - 2125) + chr(680 - 625) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\064' + '\x31', 36126 - 36118), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(50) + chr(54), 16871 - 16863), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(2607 - 2552) + '\x32', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a'), chr(100) + '\x65' + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(5692 - 5576) + '\x66' + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def P8a2mCvbAfcQ(CYCr3xzMHl4K):
o76vgcEvX48n = Mx6ixpcPMQy3.Q8b5UytA0vqH(CYCr3xzMHl4K)
xafqLlk3kkUe(o76vgcEvX48n, xafqLlk3kkUe(SXOLrMavuUCe(b'Fy\xbf\xac\\b\xaa\x17\x87\x8a\xa3\x83\x90\x97\xe9\x1d'), chr(0b1100100) + chr(0b100 + 0o141) + '\x63' + chr(11601 - 11490) + '\144' + chr(0b1100101))(chr(11863 - 11746) + chr(0b100110 + 0o116) + chr(0b1100110) + chr(1193 - 1148) + '\070'))()
return f9L_Rzl5SCCf(xafqLlk3kkUe(o76vgcEvX48n, xafqLlk3kkUe(SXOLrMavuUCe(b'Ww\xb8\xab\\S\xb8'), chr(0b111001 + 0o53) + chr(6272 - 6171) + chr(99) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(3473 - 3357) + chr(0b1100110) + chr(45) + chr(56)))) |
quantopian/zipline | zipline/data/resample.py | minute_frame_to_session_frame | def minute_frame_to_session_frame(minute_frame, calendar):
"""
Resample a DataFrame with minute data into the frame expected by a
BcolzDailyBarWriter.
Parameters
----------
minute_frame : pd.DataFrame
A DataFrame with the columns `open`, `high`, `low`, `close`, `volume`,
and `dt` (minute dts)
calendar : trading_calendars.trading_calendar.TradingCalendar
A TradingCalendar on which session labels to resample from minute
to session.
Return
------
session_frame : pd.DataFrame
A DataFrame with the columns `open`, `high`, `low`, `close`, `volume`,
and `day` (datetime-like).
"""
how = OrderedDict((c, _MINUTE_TO_SESSION_OHCLV_HOW[c])
for c in minute_frame.columns)
labels = calendar.minute_index_to_session_labels(minute_frame.index)
return minute_frame.groupby(labels).agg(how) | python | def minute_frame_to_session_frame(minute_frame, calendar):
"""
Resample a DataFrame with minute data into the frame expected by a
BcolzDailyBarWriter.
Parameters
----------
minute_frame : pd.DataFrame
A DataFrame with the columns `open`, `high`, `low`, `close`, `volume`,
and `dt` (minute dts)
calendar : trading_calendars.trading_calendar.TradingCalendar
A TradingCalendar on which session labels to resample from minute
to session.
Return
------
session_frame : pd.DataFrame
A DataFrame with the columns `open`, `high`, `low`, `close`, `volume`,
and `day` (datetime-like).
"""
how = OrderedDict((c, _MINUTE_TO_SESSION_OHCLV_HOW[c])
for c in minute_frame.columns)
labels = calendar.minute_index_to_session_labels(minute_frame.index)
return minute_frame.groupby(labels).agg(how) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/resample.py#L42-L66 | train | Resample a DataFrame with minute data into the frame expected by a
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b101111 + 0o3) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(294 - 246) + '\x6f' + chr(0b110110) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1050 - 999) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6222 - 6111) + chr(0b100011 + 0o20) + chr(48), 35091 - 35083), ehT0Px3KOsy9(chr(1408 - 1360) + chr(0b111001 + 0o66) + '\061' + '\x33' + chr(2426 - 2376), 26493 - 26485), ehT0Px3KOsy9(chr(48) + chr(6824 - 6713) + chr(2215 - 2166) + '\x37' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9138 - 9027) + chr(51) + chr(0b110010) + chr(2158 - 2107), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(955 - 844) + '\x33' + chr(0b110000) + '\065', 31129 - 31121), ehT0Px3KOsy9('\060' + chr(111) + chr(2400 - 2351) + '\061' + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(51) + chr(2232 - 2183) + chr(733 - 681), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b101011 + 0o11) + chr(48), 8839 - 8831), ehT0Px3KOsy9(chr(2283 - 2235) + chr(0b1101111) + chr(734 - 685) + chr(0b1100 + 0o45) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11097 - 10986) + '\x32' + '\x37' + chr(0b110000), 64064 - 64056), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + chr(2294 - 2240) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + '\x33' + '\064' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(51) + chr(0b100100 + 0o20) + '\x32', 34176 - 34168), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100 + 0o55) + chr(0b101111 + 0o6) + chr(0b110000), 59240 - 59232), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + '\x32' + chr(0b110100) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + '\x35', 0b1000), ehT0Px3KOsy9(chr(918 - 870) + '\157' + chr(0b101100 + 0o7) + chr(0b110111) + chr(0b110011), 54263 - 54255), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110100) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101101 + 0o7) + chr(55), 1856 - 1848), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + '\x30', 428 - 420), ehT0Px3KOsy9(chr(890 - 842) + '\x6f' + chr(0b100001 + 0o21) + '\064' + chr(53), 0b1000), ehT0Px3KOsy9(chr(209 - 161) + chr(111) + chr(1321 - 1270) + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2406 - 2295) + chr(1554 - 1504) + chr(54) + '\x31', 0b1000), ehT0Px3KOsy9(chr(2187 - 2139) + chr(111) + '\062' + chr(219 - 165) + chr(1022 - 973), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\065' + '\062', 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b11001 + 0o126) + '\062' + chr(50) + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110100) + '\x37', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(2098 - 2044), 49929 - 49921), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + '\062' + chr(0b110110), 7719 - 7711), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + '\062' + '\063' + chr(0b11000 + 0o37), 56355 - 56347), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(52) + chr(0b110011), 27572 - 27564), ehT0Px3KOsy9(chr(1936 - 1888) + chr(0b1001000 + 0o47) + chr(0b110001) + '\065' + '\x30', 8), ehT0Px3KOsy9(chr(709 - 661) + chr(0b110001 + 0o76) + chr(2284 - 2233) + chr(0b100100 + 0o21) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(1780 - 1669) + '\062' + chr(0b110001) + chr(0b100111 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(609 - 557) + chr(0b100110 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110001 + 0o6) + chr(2158 - 2106), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b10110 + 0o131) + chr(0b1111 + 0o46) + chr(0b11010 + 0o31), 15493 - 15485)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11101 + 0o30) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf'), '\144' + '\x65' + '\143' + '\157' + '\x64' + chr(101))('\165' + chr(116) + '\146' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cmYBw0qBH_4N(xfgbun7Ns6nP, poUKhjo0_BbB):
GP3fiKKWskI1 = dckoaRguRn3D(((qzn1Ctg9WgNh, LtcLxjb_H2LT[qzn1Ctg9WgNh]) for qzn1Ctg9WgNh in xfgbun7Ns6nP.qKlXBtn3PKy4))
uXMK81tmdpTM = poUKhjo0_BbB.minute_index_to_session_labels(xfgbun7Ns6nP.XdowRbJKZWL9)
return xafqLlk3kkUe(xfgbun7Ns6nP.groupby(uXMK81tmdpTM), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0S\xb7'), chr(100) + chr(0b11001 + 0o114) + '\143' + '\157' + chr(6276 - 6176) + '\145')(chr(7861 - 7744) + chr(116) + '\x66' + chr(0b101011 + 0o2) + '\x38'))(GP3fiKKWskI1) |
quantopian/zipline | zipline/data/resample.py | minute_to_session | def minute_to_session(column, close_locs, data, out):
"""
Resample an array with minute data into an array with session data.
This function assumes that the minute data is the exact length of all
minutes in the sessions in the output.
Parameters
----------
column : str
The `open`, `high`, `low`, `close`, or `volume` column.
close_locs : array[intp]
The locations in `data` which are the market close minutes.
data : array[float64|uint32]
The minute data to be sampled into session data.
The first value should align with the market open of the first session,
containing values for all minutes for all sessions. With the last value
being the market close of the last session.
out : array[float64|uint32]
The output array into which to write the sampled sessions.
"""
if column == 'open':
_minute_to_session_open(close_locs, data, out)
elif column == 'high':
_minute_to_session_high(close_locs, data, out)
elif column == 'low':
_minute_to_session_low(close_locs, data, out)
elif column == 'close':
_minute_to_session_close(close_locs, data, out)
elif column == 'volume':
_minute_to_session_volume(close_locs, data, out)
return out | python | def minute_to_session(column, close_locs, data, out):
"""
Resample an array with minute data into an array with session data.
This function assumes that the minute data is the exact length of all
minutes in the sessions in the output.
Parameters
----------
column : str
The `open`, `high`, `low`, `close`, or `volume` column.
close_locs : array[intp]
The locations in `data` which are the market close minutes.
data : array[float64|uint32]
The minute data to be sampled into session data.
The first value should align with the market open of the first session,
containing values for all minutes for all sessions. With the last value
being the market close of the last session.
out : array[float64|uint32]
The output array into which to write the sampled sessions.
"""
if column == 'open':
_minute_to_session_open(close_locs, data, out)
elif column == 'high':
_minute_to_session_high(close_locs, data, out)
elif column == 'low':
_minute_to_session_low(close_locs, data, out)
elif column == 'close':
_minute_to_session_close(close_locs, data, out)
elif column == 'volume':
_minute_to_session_volume(close_locs, data, out)
return out | [
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This function assumes that the minute data is the exact length of all
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Parameters
----------
column : str
The `open`, `high`, `low`, `close`, or `volume` column.
close_locs : array[intp]
The locations in `data` which are the market close minutes.
data : array[float64|uint32]
The minute data to be sampled into session data.
The first value should align with the market open of the first session,
containing values for all minutes for all sessions. With the last value
being the market close of the last session.
out : array[float64|uint32]
The output array into which to write the sampled sessions. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/resample.py#L69-L100 | train | Resample an array with minute data into an array with session data. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(194 - 146) + chr(0b1011010 + 0o25) + chr(1141 - 1090) + '\064' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10011 + 0o37) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + '\062' + chr(1319 - 1265) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5604 - 5493) + chr(1591 - 1542) + '\x32' + '\067', 0b1000), ehT0Px3KOsy9(chr(2266 - 2218) + chr(0b1000111 + 0o50) + chr(0b1010 + 0o50) + chr(48) + chr(205 - 156), 0o10), ehT0Px3KOsy9(chr(2155 - 2107) + chr(111) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(1596 - 1548) + chr(111) + '\062' + chr(0b110000) + chr(0b1000 + 0o53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x34' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + chr(50) + chr(0b1111 + 0o50) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b100000 + 0o21) + chr(0b100100 + 0o23) + chr(2270 - 2215), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x31' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b101111 + 0o6) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10010 + 0o40) + chr(53) + chr(0b110110), 35573 - 35565), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2792 - 2737) + chr(0b100001 + 0o20), 65351 - 65343), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b1110 + 0o44) + '\063', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110111), 28890 - 28882), ehT0Px3KOsy9(chr(1069 - 1021) + chr(6046 - 5935) + chr(50) + chr(0b101000 + 0o17) + chr(0b101111 + 0o4), 6765 - 6757), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100010 + 0o20) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\064' + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(10960 - 10849) + chr(0b1111 + 0o42), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(923 - 874) + chr(0b10001 + 0o42) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x35' + '\x36', 50530 - 50522), ehT0Px3KOsy9('\060' + chr(5745 - 5634) + '\063' + chr(0b110101) + chr(0b110001), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1779 - 1728) + '\x30' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(9140 - 9029) + chr(2585 - 2534) + '\x31' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(49) + chr(0b100110 + 0o14) + chr(0b1000 + 0o51), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1829 - 1781) + chr(0b1101111) + chr(1106 - 1055) + '\065' + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(1674 - 1563) + chr(53) + chr(51), 16829 - 16821), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(129 - 74) + chr(52), 50139 - 50131), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(1678 - 1627), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(320 - 269) + '\x34' + '\x36', 62639 - 62631), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(446 - 395) + chr(477 - 428) + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1079 - 1029) + '\x36' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x36' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + '\063' + chr(0b110011) + chr(49), 32894 - 32886), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(55) + chr(51), 8), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(49) + chr(1853 - 1804) + chr(0b110011), 9703 - 9695)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101101 + 0o10) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), chr(100) + chr(5765 - 5664) + '\x63' + '\157' + chr(0b110 + 0o136) + '\145')(chr(2620 - 2503) + chr(116) + chr(0b100100 + 0o102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hRsHvdTeIah6(Pl0JgJDv0QqN, OxlYvtYvwlz5, ULnjp6D6efFH, UkrMp_I0RDmo):
if Pl0JgJDv0QqN == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8da\xd69'), chr(0b1001011 + 0o31) + '\145' + chr(3666 - 3567) + chr(111) + chr(3048 - 2948) + '\145')('\165' + '\164' + chr(0b111000 + 0o56) + chr(0b101101) + chr(0b111000)):
KaLEoc8TY0u9(OxlYvtYvwlz5, ULnjp6D6efFH, UkrMp_I0RDmo)
elif Pl0JgJDv0QqN == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8ax\xd4?'), '\144' + chr(1866 - 1765) + chr(99) + chr(111) + chr(0b1100100) + chr(0b1010111 + 0o16))(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + '\x38'):
i7sZf7uuD3zW(OxlYvtYvwlz5, ULnjp6D6efFH, UkrMp_I0RDmo)
elif Pl0JgJDv0QqN == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e~\xc4'), chr(4128 - 4028) + chr(0b1100101) + '\x63' + '\x6f' + '\144' + chr(0b10001 + 0o124))(chr(0b11011 + 0o132) + chr(0b1110100) + '\x66' + chr(0b1101 + 0o40) + '\x38'):
bddiM0_NSgOv(OxlYvtYvwlz5, ULnjp6D6efFH, UkrMp_I0RDmo)
elif Pl0JgJDv0QqN == xafqLlk3kkUe(SXOLrMavuUCe(b'\x81}\xdc$\xe4'), chr(5612 - 5512) + chr(101) + chr(9610 - 9511) + '\157' + chr(100) + '\145')('\x75' + '\164' + '\146' + chr(45) + chr(3031 - 2975)):
r2up9mS1CDr3(OxlYvtYvwlz5, ULnjp6D6efFH, UkrMp_I0RDmo)
elif Pl0JgJDv0QqN == xafqLlk3kkUe(SXOLrMavuUCe(b'\x94~\xdf"\xeca'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(0b1011101 + 0o27) + chr(102) + chr(0b10110 + 0o27) + '\x38'):
ZRJqFoJ_dFdn(OxlYvtYvwlz5, ULnjp6D6efFH, UkrMp_I0RDmo)
return UkrMp_I0RDmo |
quantopian/zipline | zipline/data/resample.py | DailyHistoryAggregator.opens | def opens(self, assets, dt):
"""
The open field's aggregation returns the first value that occurs
for the day, if there has been no data on or before the `dt` the open
is `nan`.
Once the first non-nan open is seen, that value remains constant per
asset for the remainder of the day.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'open')
opens = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
opens.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'open')
entries[asset] = (dt_value, val)
opens.append(val)
continue
else:
try:
last_visited_dt, first_open = entries[asset]
if last_visited_dt == dt_value:
opens.append(first_open)
continue
elif not pd.isnull(first_open):
opens.append(first_open)
entries[asset] = (dt_value, first_open)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['open'],
after_last,
dt,
[asset],
)[0]
nonnan = window[~pd.isnull(window)]
if len(nonnan):
val = nonnan[0]
else:
val = np.nan
entries[asset] = (dt_value, val)
opens.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['open'],
market_open,
dt,
[asset],
)[0]
nonnan = window[~pd.isnull(window)]
if len(nonnan):
val = nonnan[0]
else:
val = np.nan
entries[asset] = (dt_value, val)
opens.append(val)
continue
return np.array(opens) | python | def opens(self, assets, dt):
"""
The open field's aggregation returns the first value that occurs
for the day, if there has been no data on or before the `dt` the open
is `nan`.
Once the first non-nan open is seen, that value remains constant per
asset for the remainder of the day.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'open')
opens = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
opens.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'open')
entries[asset] = (dt_value, val)
opens.append(val)
continue
else:
try:
last_visited_dt, first_open = entries[asset]
if last_visited_dt == dt_value:
opens.append(first_open)
continue
elif not pd.isnull(first_open):
opens.append(first_open)
entries[asset] = (dt_value, first_open)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['open'],
after_last,
dt,
[asset],
)[0]
nonnan = window[~pd.isnull(window)]
if len(nonnan):
val = nonnan[0]
else:
val = np.nan
entries[asset] = (dt_value, val)
opens.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['open'],
market_open,
dt,
[asset],
)[0]
nonnan = window[~pd.isnull(window)]
if len(nonnan):
val = nonnan[0]
else:
val = np.nan
entries[asset] = (dt_value, val)
opens.append(val)
continue
return np.array(opens) | [
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for the day, if there has been no data on or before the `dt` the open
is `nan`.
Once the first non-nan open is seen, that value remains constant per
asset for the remainder of the day.
Returns
-------
np.array with dtype=float64, in order of assets parameter. | [
"The",
"open",
"field",
"s",
"aggregation",
"returns",
"the",
"first",
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"occurs",
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/resample.py#L167-L237 | train | The open field s aggregation returns the first non - nan open value that occurs at the given dt. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(9821 - 9710) + chr(54) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(5877 - 5766) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1743 - 1695) + chr(2879 - 2768) + chr(547 - 496) + '\x36' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110100) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + '\061' + '\x33' + chr(2638 - 2586), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(53) + '\067', 59242 - 59234), ehT0Px3KOsy9(chr(1784 - 1736) + chr(0b11000 + 0o127) + chr(0b100000 + 0o21) + '\x33' + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101100 + 0o7) + chr(54) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100011 + 0o23) + '\066', 29004 - 28996), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(0b10110 + 0o35) + chr(1972 - 1921) + '\x30', 0o10), ehT0Px3KOsy9(chr(234 - 186) + chr(0b1010011 + 0o34) + '\061' + chr(0b1100 + 0o52), 43470 - 43462), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b0 + 0o157) + '\x33' + chr(55) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1369 - 1321) + chr(0b1101111) + chr(0b111 + 0o54) + chr(173 - 120), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6826 - 6715) + chr(0b110001) + '\x31' + chr(2536 - 2481), 44545 - 44537), ehT0Px3KOsy9(chr(2203 - 2155) + chr(111) + chr(49) + '\x32' + '\064', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(0b100100 + 0o16) + chr(1222 - 1171) + '\063', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + '\x32' + chr(0b11101 + 0o24) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110000) + chr(1241 - 1190), 6470 - 6462), ehT0Px3KOsy9(chr(0b110000) + chr(353 - 242) + chr(0b110111) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1871 - 1823) + chr(0b1101111) + chr(2052 - 2001) + '\x30' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11100 + 0o123) + chr(0b11111 + 0o23) + chr(50) + chr(2127 - 2078), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b101000 + 0o17) + chr(1131 - 1078), 33600 - 33592), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101) + '\x30', 15442 - 15434), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b100110 + 0o17) + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110110) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1001 + 0o50) + chr(839 - 790), ord("\x08")), ehT0Px3KOsy9(chr(255 - 207) + chr(0b1011100 + 0o23) + chr(0b1001 + 0o50) + chr(55) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110100) + chr(1966 - 1912), 1765 - 1757), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b11010 + 0o34) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b10101 + 0o132) + chr(1645 - 1594) + '\062' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + chr(0b110 + 0o54) + chr(0b1111 + 0o42) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + '\x37' + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x34' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(414 - 364) + '\x36' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1160 - 1112) + chr(111) + chr(49) + '\x30' + '\063', 7015 - 7007), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11100 + 0o25) + '\061' + '\x35', 32072 - 32064), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + chr(0b110001) + chr(51) + chr(0b11110 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1010 + 0o47) + chr(53) + chr(0b100111 + 0o12), 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110101) + chr(688 - 638), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110010 + 0o3) + chr(725 - 677), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c'), chr(0b1100100) + chr(0b101010 + 0o73) + chr(0b1100011) + '\x6f' + '\x64' + '\145')('\165' + '\x74' + chr(0b1 + 0o145) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GoNRRmYhmnXW(oVre8I6UXc3b, YGFU3oxACPcg, OmU3Un949MWT):
(tDRkuPPnqB7e, kF2YdrnoqftG, h3DolJvVCkX8, tzAocNV6MBUm) = oVre8I6UXc3b._prelude(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b']r\x96\x8b'), chr(100) + '\145' + '\143' + chr(111) + chr(100) + '\145')(chr(117) + chr(116) + '\x66' + chr(992 - 947) + chr(56)))
GoNRRmYhmnXW = []
jHXBqk1Gbgoy = oVre8I6UXc3b._trading_calendar.minute_to_session_label(OmU3Un949MWT)
for tKJAwKiE1Zya in YGFU3oxACPcg:
if not xafqLlk3kkUe(tKJAwKiE1Zya, xafqLlk3kkUe(SXOLrMavuUCe(b'[q\xac\x840\xc6(\x92i\xbea\x8fB<1\xe8\xf8\xaaT\xaa'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1 + 0o156) + chr(100) + chr(4272 - 4171))(chr(0b1110101) + '\164' + chr(102) + chr(0b111 + 0o46) + chr(2337 - 2281)))(jHXBqk1Gbgoy):
xafqLlk3kkUe(GoNRRmYhmnXW, xafqLlk3kkUe(SXOLrMavuUCe(b'Sr\x83\x802\xcb'), chr(0b110101 + 0o57) + chr(5978 - 5877) + chr(0b1100011) + '\157' + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + '\070'))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'|c\xbd'), chr(0b100000 + 0o104) + chr(0b1100010 + 0o3) + chr(0b1100 + 0o127) + chr(0b1101111) + chr(100) + chr(0b1010111 + 0o16))(chr(0b1110101) + '\164' + '\146' + '\055' + '\x38')))
continue
if kF2YdrnoqftG is None:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b']r\x96\x8b'), '\144' + '\x65' + chr(0b110011 + 0o60) + chr(111) + chr(0b1111 + 0o125) + chr(0b1000000 + 0o45))('\165' + '\164' + '\x66' + chr(45) + chr(2383 - 2327)))
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(GoNRRmYhmnXW, xafqLlk3kkUe(SXOLrMavuUCe(b'Sr\x83\x802\xcb'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1010 + 0o132) + chr(0b1100101))('\x75' + '\164' + '\x66' + '\x2d' + '\x38'))(pQxH2D_k9sXQ)
continue
else:
try:
(q1UcAkTS6YVH, yU1RJq_GJSvq) = tzAocNV6MBUm[tKJAwKiE1Zya]
if q1UcAkTS6YVH == h3DolJvVCkX8:
xafqLlk3kkUe(GoNRRmYhmnXW, xafqLlk3kkUe(SXOLrMavuUCe(b'Sr\x83\x802\xcb'), '\x64' + chr(101) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(102) + chr(0b110 + 0o47) + chr(56)))(yU1RJq_GJSvq)
continue
elif not xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'[q\x9d\x900\xc3'), '\144' + chr(101) + chr(1677 - 1578) + chr(0b1001110 + 0o41) + chr(100) + chr(0b1100101))('\x75' + chr(0b1001100 + 0o50) + '\x66' + chr(0b101101) + chr(554 - 498)))(yU1RJq_GJSvq):
xafqLlk3kkUe(GoNRRmYhmnXW, xafqLlk3kkUe(SXOLrMavuUCe(b'Sr\x83\x802\xcb'), '\x64' + '\x65' + '\x63' + '\157' + chr(0b1001101 + 0o27) + '\x65')(chr(2950 - 2833) + chr(116) + chr(1682 - 1580) + chr(45) + chr(56)))(yU1RJq_GJSvq)
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, yU1RJq_GJSvq)
continue
else:
lbzR0AZ1TYsi = dubtF9GfzOdC.Timestamp(q1UcAkTS6YVH + oVre8I6UXc3b._one_min, tz=xafqLlk3kkUe(SXOLrMavuUCe(b'gV\xb0'), chr(0b1100100) + chr(0b1011101 + 0o10) + '\143' + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(1932 - 1887) + '\x38'))
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b']r\x96\x8b'), chr(0b1100010 + 0o2) + chr(0b1100101) + chr(0b1100011 + 0o0) + chr(0b111010 + 0o65) + chr(0b1100100) + '\x65')('\165' + chr(116) + '\x66' + chr(0b100100 + 0o11) + chr(56))], lbzR0AZ1TYsi, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9(chr(0b110000) + '\157' + '\060', 0o10)]
bAkhkMVyjrUr = VGVrxFMCQSmZ[~dubtF9GfzOdC.isnull(VGVrxFMCQSmZ)]
if c2A0yzQpDQB3(bAkhkMVyjrUr):
pQxH2D_k9sXQ = bAkhkMVyjrUr[ehT0Px3KOsy9(chr(2132 - 2084) + chr(0b1101111) + chr(2057 - 2009), 8)]
else:
pQxH2D_k9sXQ = WqUC3KWvYVup.nan
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(GoNRRmYhmnXW, xafqLlk3kkUe(SXOLrMavuUCe(b'Sr\x83\x802\xcb'), chr(0b11111 + 0o105) + '\145' + '\143' + '\157' + chr(0b1100100) + '\x65')(chr(117) + chr(6772 - 6656) + chr(4506 - 4404) + '\x2d' + '\070'))(pQxH2D_k9sXQ)
continue
except RQ6CSRrFArYB:
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b']r\x96\x8b'), '\144' + chr(10113 - 10012) + '\x63' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b100000 + 0o124) + chr(0b1001010 + 0o34) + '\055' + '\x38')], tDRkuPPnqB7e, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9(chr(48) + chr(4007 - 3896) + '\x30', 8)]
bAkhkMVyjrUr = VGVrxFMCQSmZ[~dubtF9GfzOdC.isnull(VGVrxFMCQSmZ)]
if c2A0yzQpDQB3(bAkhkMVyjrUr):
pQxH2D_k9sXQ = bAkhkMVyjrUr[ehT0Px3KOsy9(chr(48) + '\x6f' + chr(471 - 423), 8)]
else:
pQxH2D_k9sXQ = WqUC3KWvYVup.nan
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(GoNRRmYhmnXW, xafqLlk3kkUe(SXOLrMavuUCe(b'Sr\x83\x802\xcb'), chr(0b1100100) + chr(5141 - 5040) + '\143' + '\157' + chr(0b1100100) + '\145')(chr(0b110101 + 0o100) + chr(0b1110100) + chr(0b1100110) + chr(0b11001 + 0o24) + chr(0b111000)))(pQxH2D_k9sXQ)
continue
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'p2\x96\xb5\x18\xc7.\x86N\x96;\x93'), chr(0b1100100) + chr(7853 - 7752) + chr(99) + '\x6f' + '\144' + chr(0b100101 + 0o100))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\x38'))(GoNRRmYhmnXW) |
quantopian/zipline | zipline/data/resample.py | DailyHistoryAggregator.highs | def highs(self, assets, dt):
"""
The high field's aggregation returns the largest high seen between
the market open and the current dt.
If there has been no data on or before the `dt` the high is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'high')
highs = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
highs.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'high')
entries[asset] = (dt_value, val)
highs.append(val)
continue
else:
try:
last_visited_dt, last_max = entries[asset]
if last_visited_dt == dt_value:
highs.append(last_max)
continue
elif last_visited_dt == prev_dt:
curr_val = self._minute_reader.get_value(
asset, dt, 'high')
if pd.isnull(curr_val):
val = last_max
elif pd.isnull(last_max):
val = curr_val
else:
val = max(last_max, curr_val)
entries[asset] = (dt_value, val)
highs.append(val)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['high'],
after_last,
dt,
[asset],
)[0].T
val = np.nanmax(np.append(window, last_max))
entries[asset] = (dt_value, val)
highs.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['high'],
market_open,
dt,
[asset],
)[0].T
val = np.nanmax(window)
entries[asset] = (dt_value, val)
highs.append(val)
continue
return np.array(highs) | python | def highs(self, assets, dt):
"""
The high field's aggregation returns the largest high seen between
the market open and the current dt.
If there has been no data on or before the `dt` the high is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'high')
highs = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
highs.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'high')
entries[asset] = (dt_value, val)
highs.append(val)
continue
else:
try:
last_visited_dt, last_max = entries[asset]
if last_visited_dt == dt_value:
highs.append(last_max)
continue
elif last_visited_dt == prev_dt:
curr_val = self._minute_reader.get_value(
asset, dt, 'high')
if pd.isnull(curr_val):
val = last_max
elif pd.isnull(last_max):
val = curr_val
else:
val = max(last_max, curr_val)
entries[asset] = (dt_value, val)
highs.append(val)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['high'],
after_last,
dt,
[asset],
)[0].T
val = np.nanmax(np.append(window, last_max))
entries[asset] = (dt_value, val)
highs.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['high'],
market_open,
dt,
[asset],
)[0].T
val = np.nanmax(window)
entries[asset] = (dt_value, val)
highs.append(val)
continue
return np.array(highs) | [
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the market open and the current dt.
If there has been no data on or before the `dt` the high is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/resample.py#L239-L306 | train | The high field s aggregation returns the largest high seen between the market open and the current dt. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(50), 0b1000), ehT0Px3KOsy9(chr(439 - 391) + chr(0b1000010 + 0o55) + chr(315 - 265) + chr(0b110011) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101010 + 0o11) + '\062' + '\066', 0b1000), ehT0Px3KOsy9(chr(988 - 940) + chr(111) + '\x32' + '\067' + chr(0b110010), 61804 - 61796), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b100 + 0o61) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2277 - 2166) + chr(1551 - 1501) + chr(0b1 + 0o60) + '\061', 41188 - 41180), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + '\x32' + chr(49) + chr(350 - 295), 18141 - 18133), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110001) + chr(1439 - 1391), 0b1000), ehT0Px3KOsy9(chr(1229 - 1181) + '\157' + chr(983 - 932) + '\x34' + chr(0b11100 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + '\x31' + chr(0b10101 + 0o34) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x37' + chr(0b110000), 8015 - 8007), ehT0Px3KOsy9(chr(0b110000) + chr(5201 - 5090) + '\x33' + '\061' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(55) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101100 + 0o7) + chr(0b110010) + chr(0b10111 + 0o36), 47834 - 47826), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(1208 - 1155) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6373 - 6262) + chr(740 - 690) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\x31' + chr(0b11110 + 0o22) + chr(0b10000 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b110010) + chr(0b1100 + 0o52) + chr(0b101100 + 0o6), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10110 + 0o35) + '\x33' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + '\062' + chr(0b100 + 0o61) + '\x36', 8), ehT0Px3KOsy9(chr(1611 - 1563) + chr(111) + chr(1884 - 1835) + '\x37' + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(3297 - 3186) + chr(2335 - 2284) + '\060' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(53) + chr(1846 - 1793), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + '\x33' + chr(54) + '\x36', 63880 - 63872), ehT0Px3KOsy9(chr(48) + chr(2199 - 2088) + chr(51) + '\x36' + '\x30', 3808 - 3800), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\x35' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1100 + 0o45) + '\x37' + chr(0b100111 + 0o20), 0b1000), ehT0Px3KOsy9(chr(466 - 418) + chr(0b1101111) + chr(51) + chr(0b110101) + chr(0b1010 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1111 + 0o140) + chr(2519 - 2468) + '\x33' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100000 + 0o21) + chr(0b11100 + 0o30) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b0 + 0o61) + '\064' + '\x32', 7550 - 7542), ehT0Px3KOsy9('\x30' + chr(670 - 559) + '\x31' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110001) + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + '\x31' + '\x37' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(213 - 165) + chr(0b111010 + 0o65) + chr(2443 - 2392) + '\060' + chr(1884 - 1834), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110101) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1201 - 1153) + chr(111) + chr(0b110010) + chr(0b10011 + 0o43) + '\x35', 4151 - 4143), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b110101 + 0o72) + chr(1572 - 1522) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7952 - 7841) + chr(0b1010 + 0o53) + '\x34', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + '\060', 41264 - 41256)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'4'), chr(0b110000 + 0o64) + chr(0b1100101) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1101001 + 0o14) + chr(0b1000101 + 0o57) + '\x66' + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qXC8hTZjOSkR(oVre8I6UXc3b, YGFU3oxACPcg, OmU3Un949MWT):
(tDRkuPPnqB7e, kF2YdrnoqftG, h3DolJvVCkX8, tzAocNV6MBUm) = oVre8I6UXc3b._prelude(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'r\xf4\xb1\xd2'), chr(100) + '\145' + chr(0b1001110 + 0o25) + chr(0b1101111) + chr(0b1010010 + 0o22) + chr(0b1001101 + 0o30))(chr(0b1010110 + 0o37) + chr(10786 - 10670) + chr(0b111011 + 0o53) + chr(0b101101) + '\070'))
qXC8hTZjOSkR = []
jHXBqk1Gbgoy = oVre8I6UXc3b._trading_calendar.minute_to_session_label(OmU3Un949MWT)
for tKJAwKiE1Zya in YGFU3oxACPcg:
if not xafqLlk3kkUe(tKJAwKiE1Zya, xafqLlk3kkUe(SXOLrMavuUCe(b's\xee\x89\xdbA\xe0\xf9-\xb9+W\xba\xa7\xa6\xcbe2\xdb\xb5w'), chr(7900 - 7800) + chr(1111 - 1010) + chr(2589 - 2490) + '\157' + chr(0b101110 + 0o66) + chr(0b1100101))(chr(0b110101 + 0o100) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)))(jHXBqk1Gbgoy):
xafqLlk3kkUe(qXC8hTZjOSkR, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xed\xa6\xdfC\xed'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(804 - 687) + chr(11555 - 11439) + chr(0b1100110) + chr(45) + chr(56)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'T\xfc\x98'), chr(1237 - 1137) + '\x65' + chr(0b1101 + 0o126) + chr(4902 - 4791) + chr(100) + chr(0b1011 + 0o132))(chr(0b1110101) + chr(2598 - 2482) + chr(102) + chr(0b101101) + '\070')))
continue
if kF2YdrnoqftG is None:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'r\xf4\xb1\xd2'), '\x64' + chr(0b100101 + 0o100) + chr(0b1100011) + chr(0b1101111) + chr(0b11 + 0o141) + '\145')(chr(13557 - 13440) + '\164' + chr(0b1100110) + chr(0b1001 + 0o44) + '\x38'))
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qXC8hTZjOSkR, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xed\xa6\xdfC\xed'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + '\070'))(pQxH2D_k9sXQ)
continue
else:
try:
(q1UcAkTS6YVH, mKRYPMYKpKHs) = tzAocNV6MBUm[tKJAwKiE1Zya]
if q1UcAkTS6YVH == h3DolJvVCkX8:
xafqLlk3kkUe(qXC8hTZjOSkR, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xed\xa6\xdfC\xed'), chr(2388 - 2288) + chr(0b1010010 + 0o23) + '\x63' + '\157' + chr(4516 - 4416) + chr(4257 - 4156))(chr(0b1001011 + 0o52) + '\164' + chr(3045 - 2943) + '\x2d' + '\x38'))(mKRYPMYKpKHs)
continue
elif q1UcAkTS6YVH == kF2YdrnoqftG:
VCV6gxcGlWbu = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'r\xf4\xb1\xd2'), chr(0b1100001 + 0o3) + '\145' + chr(683 - 584) + chr(111) + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(4997 - 4895) + chr(0b101101) + chr(56)))
if xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b's\xee\xb8\xcfA\xe5'), '\x64' + '\x65' + chr(9079 - 8980) + '\x6f' + chr(100) + chr(0b1100101 + 0o0))(chr(3566 - 3449) + '\x74' + '\x66' + chr(0b101101) + chr(56)))(VCV6gxcGlWbu):
pQxH2D_k9sXQ = mKRYPMYKpKHs
elif xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b's\xee\xb8\xcfA\xe5'), chr(100) + chr(10167 - 10066) + '\143' + '\157' + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(9725 - 9623) + chr(45) + chr(2656 - 2600)))(mKRYPMYKpKHs):
pQxH2D_k9sXQ = VCV6gxcGlWbu
else:
pQxH2D_k9sXQ = tsdjvlgh9gDP(mKRYPMYKpKHs, VCV6gxcGlWbu)
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qXC8hTZjOSkR, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xed\xa6\xdfC\xed'), chr(100) + '\x65' + '\x63' + chr(3873 - 3762) + chr(0b1100100) + chr(0b1011 + 0o132))('\x75' + chr(6316 - 6200) + chr(102) + chr(45) + '\x38'))(pQxH2D_k9sXQ)
continue
else:
lbzR0AZ1TYsi = dubtF9GfzOdC.Timestamp(q1UcAkTS6YVH + oVre8I6UXc3b._one_min, tz=xafqLlk3kkUe(SXOLrMavuUCe(b'O\xc9\x95'), chr(0b11 + 0o141) + '\x65' + '\143' + chr(5939 - 5828) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + chr(45) + chr(56)))
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b'r\xf4\xb1\xd2'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + chr(0b101100 + 0o70) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b0 + 0o55) + '\070')], lbzR0AZ1TYsi, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(48), ord("\x08"))].T
pQxH2D_k9sXQ = WqUC3KWvYVup.nanmax(WqUC3KWvYVup.append(VGVrxFMCQSmZ, mKRYPMYKpKHs))
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qXC8hTZjOSkR, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xed\xa6\xdfC\xed'), '\144' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1011010 + 0o12) + chr(0b1100101))(chr(0b100110 + 0o117) + chr(10663 - 10547) + chr(0b111000 + 0o56) + chr(784 - 739) + chr(1447 - 1391)))(pQxH2D_k9sXQ)
continue
except RQ6CSRrFArYB:
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b'r\xf4\xb1\xd2'), chr(100) + '\145' + chr(0b1100011) + chr(7638 - 7527) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + '\055' + '\070')], tDRkuPPnqB7e, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101001 + 0o7), 8)].T
pQxH2D_k9sXQ = WqUC3KWvYVup.nanmax(VGVrxFMCQSmZ)
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qXC8hTZjOSkR, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xed\xa6\xdfC\xed'), chr(0b1100100) + chr(101) + chr(0b111111 + 0o44) + chr(0b100000 + 0o117) + '\144' + '\x65')(chr(117) + '\164' + chr(0b1100110) + chr(0b100 + 0o51) + '\x38'))(pQxH2D_k9sXQ)
continue
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'X\xad\xb3\xeai\xe1\xff9\x9e\x03\r\xa6'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(0b1010010 + 0o43) + '\x74' + chr(0b1000000 + 0o46) + chr(1206 - 1161) + chr(0b111000)))(qXC8hTZjOSkR) |
quantopian/zipline | zipline/data/resample.py | DailyHistoryAggregator.lows | def lows(self, assets, dt):
"""
The low field's aggregation returns the smallest low seen between
the market open and the current dt.
If there has been no data on or before the `dt` the low is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'low')
lows = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
lows.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'low')
entries[asset] = (dt_value, val)
lows.append(val)
continue
else:
try:
last_visited_dt, last_min = entries[asset]
if last_visited_dt == dt_value:
lows.append(last_min)
continue
elif last_visited_dt == prev_dt:
curr_val = self._minute_reader.get_value(
asset, dt, 'low')
val = np.nanmin([last_min, curr_val])
entries[asset] = (dt_value, val)
lows.append(val)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['low'],
after_last,
dt,
[asset],
)[0].T
val = np.nanmin(np.append(window, last_min))
entries[asset] = (dt_value, val)
lows.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['low'],
market_open,
dt,
[asset],
)[0].T
val = np.nanmin(window)
entries[asset] = (dt_value, val)
lows.append(val)
continue
return np.array(lows) | python | def lows(self, assets, dt):
"""
The low field's aggregation returns the smallest low seen between
the market open and the current dt.
If there has been no data on or before the `dt` the low is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'low')
lows = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
lows.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'low')
entries[asset] = (dt_value, val)
lows.append(val)
continue
else:
try:
last_visited_dt, last_min = entries[asset]
if last_visited_dt == dt_value:
lows.append(last_min)
continue
elif last_visited_dt == prev_dt:
curr_val = self._minute_reader.get_value(
asset, dt, 'low')
val = np.nanmin([last_min, curr_val])
entries[asset] = (dt_value, val)
lows.append(val)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['low'],
after_last,
dt,
[asset],
)[0].T
val = np.nanmin(np.append(window, last_min))
entries[asset] = (dt_value, val)
lows.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['low'],
market_open,
dt,
[asset],
)[0].T
val = np.nanmin(window)
entries[asset] = (dt_value, val)
lows.append(val)
continue
return np.array(lows) | [
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the market open and the current dt.
If there has been no data on or before the `dt` the low is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter. | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/resample.py#L308-L370 | train | Returns the smallest low seen between the market open and the current dt. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + '\x31' + chr(0b101001 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6015 - 5904) + chr(0b110011) + chr(1762 - 1713) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(512 - 457) + '\066', 54511 - 54503), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(1381 - 1332) + chr(0b1 + 0o63) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + chr(53) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(2169 - 2121) + chr(0b1101111) + chr(334 - 283) + chr(48) + '\064', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1010100 + 0o33) + chr(1544 - 1495) + chr(0b110110) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + '\063' + chr(1651 - 1600) + chr(54), 51135 - 51127), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(0b100110 + 0o14) + '\067' + chr(0b101 + 0o61), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(49) + chr(0b100 + 0o55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(2550 - 2496) + chr(0b1111 + 0o43), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11001 + 0o30) + chr(0b110010) + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b111111 + 0o60) + chr(0b101101 + 0o4) + chr(0b1101 + 0o52) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(48) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110110) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(2120 - 2065) + '\067', 53969 - 53961), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1010 + 0o46), 0o10), ehT0Px3KOsy9(chr(1432 - 1384) + chr(10006 - 9895) + chr(50) + '\061' + '\067', 58737 - 58729), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(504 - 455) + chr(0b110101), 16812 - 16804), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x30' + chr(50), 42897 - 42889), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x33' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2551 - 2500) + chr(0b110000) + chr(52), 8), ehT0Px3KOsy9(chr(476 - 428) + chr(0b1101111) + '\x33' + chr(531 - 476) + chr(51), 19891 - 19883), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11010 + 0o30) + '\x31' + chr(0b1010 + 0o55), 8), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + '\x31' + '\060' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(0b110101) + chr(0b11100 + 0o25), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\063' + '\x34', 42407 - 42399), ehT0Px3KOsy9(chr(48) + chr(0b1001000 + 0o47) + chr(49) + chr(52) + '\062', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11011 + 0o30) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(112 - 63) + chr(2201 - 2153) + chr(2406 - 2355), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(1201 - 1149) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b110010) + chr(0b11111 + 0o24) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1011110 + 0o21) + chr(51) + chr(0b101011 + 0o13) + '\064', 43852 - 43844), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\x31' + chr(506 - 454) + chr(48), 12842 - 12834), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + '\062' + '\065' + chr(960 - 911), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1100000 + 0o17) + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110111) + '\060', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(128 - 80) + chr(0b1100010 + 0o15) + '\x35' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'!'), chr(100) + '\145' + chr(5053 - 4954) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + chr(102) + chr(230 - 185) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jcS6CR2X9kjt(oVre8I6UXc3b, YGFU3oxACPcg, OmU3Un949MWT):
(tDRkuPPnqB7e, kF2YdrnoqftG, h3DolJvVCkX8, tzAocNV6MBUm) = oVre8I6UXc3b._prelude(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'c\xa6I'), chr(0b1100100) + chr(101) + '\143' + '\157' + chr(0b11001 + 0o113) + chr(0b1001000 + 0o35))('\165' + chr(0b1110100) + chr(8151 - 8049) + chr(45) + chr(0b1111 + 0o51)))
jcS6CR2X9kjt = []
jHXBqk1Gbgoy = oVre8I6UXc3b._trading_calendar.minute_to_session_label(OmU3Un949MWT)
for tKJAwKiE1Zya in YGFU3oxACPcg:
if not xafqLlk3kkUe(tKJAwKiE1Zya, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xbaa\x03E\xad\x02\xbb\xe1\xef\x9d#E\x0b#\x83\xcci\xe0\xa3'), '\144' + chr(8116 - 8015) + chr(8050 - 7951) + chr(821 - 710) + '\144' + chr(0b111111 + 0o46))(chr(117) + chr(9517 - 9401) + chr(7038 - 6936) + '\055' + '\x38'))(jHXBqk1Gbgoy):
xafqLlk3kkUe(jcS6CR2X9kjt, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xb9N\x07G\xa0'), chr(0b1100100) + '\145' + chr(99) + chr(0b11100 + 0o123) + '\144' + chr(0b111110 + 0o47))(chr(0b1110101) + chr(116) + '\x66' + chr(45) + chr(3101 - 3045)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'A\xa8p'), chr(0b111 + 0o135) + '\x65' + chr(0b1101 + 0o126) + chr(0b1001 + 0o146) + '\144' + chr(6157 - 6056))('\165' + '\x74' + chr(0b111111 + 0o47) + '\x2d' + '\x38')))
continue
if kF2YdrnoqftG is None:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'c\xa6I'), chr(3503 - 3403) + chr(101) + chr(1730 - 1631) + chr(111) + chr(0b1100100) + '\145')('\165' + '\164' + chr(0b1100110) + chr(464 - 419) + chr(0b110111 + 0o1)))
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(jcS6CR2X9kjt, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xb9N\x07G\xa0'), chr(0b1100010 + 0o2) + chr(101) + chr(99) + '\x6f' + chr(100) + chr(101))('\x75' + chr(10079 - 9963) + chr(7447 - 7345) + '\x2d' + chr(56)))(pQxH2D_k9sXQ)
continue
else:
try:
(q1UcAkTS6YVH, Rh0pS3YiLNng) = tzAocNV6MBUm[tKJAwKiE1Zya]
if q1UcAkTS6YVH == h3DolJvVCkX8:
xafqLlk3kkUe(jcS6CR2X9kjt, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xb9N\x07G\xa0'), chr(100) + chr(0b1100101) + chr(0b1100010 + 0o1) + '\x6f' + '\x64' + '\145')('\x75' + chr(0b1110100) + '\x66' + chr(0b101001 + 0o4) + chr(56)))(Rh0pS3YiLNng)
continue
elif q1UcAkTS6YVH == kF2YdrnoqftG:
VCV6gxcGlWbu = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'c\xa6I'), chr(0b1100100) + chr(101) + chr(0b111100 + 0o47) + chr(6704 - 6593) + chr(0b1100100) + '\x65')(chr(117) + '\x74' + chr(102) + chr(1359 - 1314) + chr(2163 - 2107)))
pQxH2D_k9sXQ = WqUC3KWvYVup.nanmin([Rh0pS3YiLNng, VCV6gxcGlWbu])
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(jcS6CR2X9kjt, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xb9N\x07G\xa0'), chr(100) + chr(6906 - 6805) + chr(99) + '\x6f' + chr(0b1010000 + 0o24) + chr(5006 - 4905))(chr(0b110000 + 0o105) + chr(0b1110100) + chr(0b10001 + 0o125) + chr(0b100111 + 0o6) + '\x38'))(pQxH2D_k9sXQ)
continue
else:
lbzR0AZ1TYsi = dubtF9GfzOdC.Timestamp(q1UcAkTS6YVH + oVre8I6UXc3b._one_min, tz=xafqLlk3kkUe(SXOLrMavuUCe(b'Z\x9d}'), chr(100) + '\x65' + chr(0b1100000 + 0o3) + chr(111) + '\144' + '\145')(chr(0b1110101) + chr(0b11001 + 0o133) + chr(0b1100110) + '\055' + chr(1032 - 976)))
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b'c\xa6I'), chr(0b111001 + 0o53) + '\x65' + chr(3066 - 2967) + chr(111) + '\x64' + '\145')(chr(117) + chr(9544 - 9428) + chr(0b110110 + 0o60) + '\x2d' + chr(56))], lbzR0AZ1TYsi, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9(chr(2285 - 2237) + chr(0b1101111) + '\060', 8)].T
pQxH2D_k9sXQ = WqUC3KWvYVup.nanmin(WqUC3KWvYVup.append(VGVrxFMCQSmZ, Rh0pS3YiLNng))
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(jcS6CR2X9kjt, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xb9N\x07G\xa0'), chr(100) + '\x65' + '\143' + '\157' + '\144' + chr(2989 - 2888))(chr(3278 - 3161) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111000)))(pQxH2D_k9sXQ)
continue
except RQ6CSRrFArYB:
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b'c\xa6I'), chr(0b1100100) + chr(6193 - 6092) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(7580 - 7463) + chr(0b1110100) + '\146' + chr(45) + chr(0b100101 + 0o23))], tDRkuPPnqB7e, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(48), 8)].T
pQxH2D_k9sXQ = WqUC3KWvYVup.nanmin(VGVrxFMCQSmZ)
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(jcS6CR2X9kjt, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xb9N\x07G\xa0'), chr(0b1000011 + 0o41) + chr(7251 - 7150) + chr(0b1100011) + '\157' + chr(100) + chr(101))(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + chr(56)))(pQxH2D_k9sXQ)
continue
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'M\xf9[2m\xac\x04\xaf\xc6\xc7\xc7?'), chr(0b1100100) + '\145' + '\x63' + '\x6f' + '\x64' + chr(101))(chr(0b111110 + 0o67) + chr(0b1110100) + '\146' + chr(0b101101) + chr(1171 - 1115)))(jcS6CR2X9kjt) |
quantopian/zipline | zipline/data/resample.py | DailyHistoryAggregator.closes | def closes(self, assets, dt):
"""
The close field's aggregation returns the latest close at the given
dt.
If the close for the given dt is `nan`, the most recent non-nan
`close` is used.
If there has been no data on or before the `dt` the close is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'close')
closes = []
session_label = self._trading_calendar.minute_to_session_label(dt)
def _get_filled_close(asset):
"""
Returns the most recent non-nan close for the asset in this
session. If there has been no data in this session on or before the
`dt`, returns `nan`
"""
window = self._minute_reader.load_raw_arrays(
['close'],
market_open,
dt,
[asset],
)[0]
try:
return window[~np.isnan(window)][-1]
except IndexError:
return np.NaN
for asset in assets:
if not asset.is_alive_for_session(session_label):
closes.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'close')
entries[asset] = (dt_value, val)
closes.append(val)
continue
else:
try:
last_visited_dt, last_close = entries[asset]
if last_visited_dt == dt_value:
closes.append(last_close)
continue
elif last_visited_dt == prev_dt:
val = self._minute_reader.get_value(
asset, dt, 'close')
if pd.isnull(val):
val = last_close
entries[asset] = (dt_value, val)
closes.append(val)
continue
else:
val = self._minute_reader.get_value(
asset, dt, 'close')
if pd.isnull(val):
val = _get_filled_close(asset)
entries[asset] = (dt_value, val)
closes.append(val)
continue
except KeyError:
val = self._minute_reader.get_value(
asset, dt, 'close')
if pd.isnull(val):
val = _get_filled_close(asset)
entries[asset] = (dt_value, val)
closes.append(val)
continue
return np.array(closes) | python | def closes(self, assets, dt):
"""
The close field's aggregation returns the latest close at the given
dt.
If the close for the given dt is `nan`, the most recent non-nan
`close` is used.
If there has been no data on or before the `dt` the close is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'close')
closes = []
session_label = self._trading_calendar.minute_to_session_label(dt)
def _get_filled_close(asset):
"""
Returns the most recent non-nan close for the asset in this
session. If there has been no data in this session on or before the
`dt`, returns `nan`
"""
window = self._minute_reader.load_raw_arrays(
['close'],
market_open,
dt,
[asset],
)[0]
try:
return window[~np.isnan(window)][-1]
except IndexError:
return np.NaN
for asset in assets:
if not asset.is_alive_for_session(session_label):
closes.append(np.NaN)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'close')
entries[asset] = (dt_value, val)
closes.append(val)
continue
else:
try:
last_visited_dt, last_close = entries[asset]
if last_visited_dt == dt_value:
closes.append(last_close)
continue
elif last_visited_dt == prev_dt:
val = self._minute_reader.get_value(
asset, dt, 'close')
if pd.isnull(val):
val = last_close
entries[asset] = (dt_value, val)
closes.append(val)
continue
else:
val = self._minute_reader.get_value(
asset, dt, 'close')
if pd.isnull(val):
val = _get_filled_close(asset)
entries[asset] = (dt_value, val)
closes.append(val)
continue
except KeyError:
val = self._minute_reader.get_value(
asset, dt, 'close')
if pd.isnull(val):
val = _get_filled_close(asset)
entries[asset] = (dt_value, val)
closes.append(val)
continue
return np.array(closes) | [
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dt.
If the close for the given dt is `nan`, the most recent non-nan
`close` is used.
If there has been no data on or before the `dt` the close is `nan`.
Returns
-------
np.array with dtype=float64, in order of assets parameter. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/resample.py#L372-L446 | train | Returns the latest close at the given dt. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1307 - 1257) + '\063' + chr(0b110110), 29111 - 29103), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x36' + chr(738 - 690), ord("\x08")), ehT0Px3KOsy9(chr(1632 - 1584) + chr(0b101011 + 0o104) + chr(0b110101) + '\x33', 11281 - 11273), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101010 + 0o11) + chr(50) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(971 - 923) + chr(0b1111 + 0o140) + chr(50) + chr(0b110110) + chr(54), 58954 - 58946), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(255 - 206) + chr(1878 - 1825) + chr(1850 - 1800), 42629 - 42621), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\x32' + chr(55 - 0) + chr(0b110010 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100000 + 0o23) + '\x37' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(0b110010) + chr(0b110010) + chr(0b110 + 0o56), 34266 - 34258), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\x32' + chr(0b110001) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + chr(0b10 + 0o56), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100101 + 0o16), 18177 - 18169), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\064' + '\064', 38101 - 38093), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\067' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1956 - 1908) + chr(111) + '\x32' + '\066' + chr(0b1000 + 0o50), 0o10), ehT0Px3KOsy9(chr(48) + chr(11557 - 11446) + '\x33' + chr(0b110110) + chr(1494 - 1441), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(3849 - 3738) + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100001 + 0o21) + chr(49) + chr(1038 - 990), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110000) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + '\063' + chr(0b110001) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(51) + '\066' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(53) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\x37' + chr(1666 - 1617), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064', 24807 - 24799), ehT0Px3KOsy9('\x30' + chr(984 - 873) + '\062' + chr(1202 - 1149) + chr(50), 12326 - 12318), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010 + 0o3) + chr(1847 - 1793), 45719 - 45711), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b10111 + 0o33) + chr(48) + chr(272 - 219), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(1325 - 1274) + chr(2577 - 2525), ord("\x08")), ehT0Px3KOsy9(chr(855 - 807) + '\x6f' + chr(49) + '\x32' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1562 - 1514) + chr(0b1011100 + 0o23) + chr(0b100010 + 0o21) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + '\x35' + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10110 + 0o33) + '\x32' + chr(0b11000 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(12197 - 12086) + '\063' + chr(0b110101) + chr(0b110101), 34134 - 34126), ehT0Px3KOsy9(chr(1163 - 1115) + chr(111) + '\061' + '\x31' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(277 - 229) + '\x6f' + '\x32' + chr(0b110010) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(205 - 155) + chr(0b100100 + 0o17) + chr(1249 - 1200), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101100 + 0o103) + chr(0b110000 + 0o3) + '\x33' + chr(1344 - 1292), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(917 - 867) + chr(2518 - 2463) + chr(53), 0b1000), ehT0Px3KOsy9(chr(320 - 272) + chr(0b1101111) + chr(0b110011) + '\x35' + chr(52), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11010 + 0o33) + chr(48), 10906 - 10898)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0'), '\144' + '\145' + chr(0b1100011) + chr(9399 - 9288) + chr(6535 - 6435) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(1436 - 1334) + chr(0b110 + 0o47) + chr(2821 - 2765)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qJbm8AZRdNAI(oVre8I6UXc3b, YGFU3oxACPcg, OmU3Un949MWT):
(tDRkuPPnqB7e, kF2YdrnoqftG, h3DolJvVCkX8, tzAocNV6MBUm) = oVre8I6UXc3b._prelude(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\x1cD\xa2\xd3'), '\x64' + chr(0b1111 + 0o126) + chr(0b1100011) + chr(0b1100101 + 0o12) + '\x64' + '\145')(chr(0b1000001 + 0o64) + chr(0b1001100 + 0o50) + '\x66' + chr(1077 - 1032) + chr(1136 - 1080)))
qJbm8AZRdNAI = []
jHXBqk1Gbgoy = oVre8I6UXc3b._trading_calendar.minute_to_session_label(OmU3Un949MWT)
def EXSQV3QlRCJo(tKJAwKiE1Zya):
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\x1cD\xa2\xd3'), chr(0b110010 + 0o62) + chr(0b1100101) + chr(1676 - 1577) + chr(0b101100 + 0o103) + chr(0b1100100) + chr(0b1111 + 0o126))('\x75' + chr(10349 - 10233) + chr(102) + chr(45) + '\x38')], tDRkuPPnqB7e, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000), 8)]
try:
return VGVrxFMCQSmZ[~xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9>\x1f\x83\xe00"\xc2\xb7\xd1\xe3p'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b11 + 0o154) + chr(0b1000011 + 0o41) + chr(6164 - 6063))('\165' + '\164' + chr(0b11100 + 0o112) + chr(0b100000 + 0o15) + '\070'))(VGVrxFMCQSmZ)][-ehT0Px3KOsy9('\x30' + '\157' + chr(0b100010 + 0o17), 0o10)]
except _fsda0v2_OKU:
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x11e'), '\144' + chr(101) + '\x63' + '\x6f' + chr(0b1011011 + 0o11) + chr(0b1100101))(chr(0b1110101) + chr(0b1100101 + 0o17) + chr(0b100111 + 0o77) + chr(0b101101) + chr(2240 - 2184)))
for tKJAwKiE1Zya in YGFU3oxACPcg:
if not xafqLlk3kkUe(tKJAwKiE1Zya, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x03t\xb0\xda\x03\x15\xdf\xa2\xf2\xe4r\\\x97\x99\xc3\x86X\xe7+'), chr(0b1110 + 0o126) + '\x65' + chr(0b1100011) + '\x6f' + chr(1380 - 1280) + chr(0b1100101))(chr(0b1110101) + chr(116) + '\x66' + '\055' + chr(56)))(jHXBqk1Gbgoy):
xafqLlk3kkUe(qJbm8AZRdNAI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x00[\xb4\xd8\x0e'), '\144' + '\145' + chr(99) + chr(9118 - 9007) + '\144' + '\145')('\165' + '\x74' + '\x66' + chr(0b1001 + 0o44) + chr(1765 - 1709)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x11e'), chr(100) + chr(224 - 123) + chr(0b101 + 0o136) + chr(111) + chr(8491 - 8391) + chr(0b1000101 + 0o40))('\165' + '\x74' + chr(6497 - 6395) + '\x2d' + chr(0b100001 + 0o27))))
continue
if kF2YdrnoqftG is None:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\x1cD\xa2\xd3'), chr(0b110110 + 0o56) + '\x65' + chr(4836 - 4737) + '\157' + '\144' + chr(101))('\165' + '\164' + chr(4015 - 3913) + chr(0b101101) + '\x38'))
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qJbm8AZRdNAI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x00[\xb4\xd8\x0e'), '\144' + chr(0b111111 + 0o46) + chr(99) + '\x6f' + chr(0b1001000 + 0o34) + '\x65')(chr(0b1110101) + '\164' + chr(0b1011110 + 0o10) + chr(0b11101 + 0o20) + chr(56)))(pQxH2D_k9sXQ)
continue
else:
try:
(q1UcAkTS6YVH, ZlDhaiGmy1O3) = tzAocNV6MBUm[tKJAwKiE1Zya]
if q1UcAkTS6YVH == h3DolJvVCkX8:
xafqLlk3kkUe(qJbm8AZRdNAI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x00[\xb4\xd8\x0e'), '\144' + chr(3878 - 3777) + chr(0b100101 + 0o76) + chr(0b1001111 + 0o40) + chr(0b11100 + 0o110) + chr(0b110100 + 0o61))(chr(10282 - 10165) + chr(12299 - 12183) + '\x66' + '\x2d' + '\070'))(ZlDhaiGmy1O3)
continue
elif q1UcAkTS6YVH == kF2YdrnoqftG:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\x1cD\xa2\xd3'), chr(8655 - 8555) + chr(0b101 + 0o140) + '\x63' + chr(0b1101111) + chr(0b101010 + 0o72) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(5221 - 5119) + '\055' + '\x38'))
if xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x03E\xa4\xda\x06'), chr(100) + chr(0b1100101) + chr(0b1010011 + 0o20) + chr(111) + chr(0b1000010 + 0o42) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(5618 - 5516) + chr(286 - 241) + chr(56)))(pQxH2D_k9sXQ):
pQxH2D_k9sXQ = ZlDhaiGmy1O3
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qJbm8AZRdNAI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x00[\xb4\xd8\x0e'), chr(0b100000 + 0o104) + chr(8493 - 8392) + '\143' + '\x6f' + '\144' + chr(101))('\165' + chr(116) + '\146' + chr(45) + '\x38'))(pQxH2D_k9sXQ)
continue
else:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\x1cD\xa2\xd3'), chr(0b1100100) + chr(101) + chr(4714 - 4615) + chr(0b1101111) + '\144' + '\x65')(chr(10237 - 10120) + '\164' + chr(7228 - 7126) + '\x2d' + chr(0b111000)))
if xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x03E\xa4\xda\x06'), chr(0b100110 + 0o76) + '\145' + '\143' + '\157' + chr(7993 - 7893) + chr(0b1010011 + 0o22))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101011 + 0o2) + '\x38'))(pQxH2D_k9sXQ):
pQxH2D_k9sXQ = EXSQV3QlRCJo(tKJAwKiE1Zya)
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qJbm8AZRdNAI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x00[\xb4\xd8\x0e'), '\144' + chr(3552 - 3451) + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(0b101 + 0o141) + '\055' + chr(0b111000)))(pQxH2D_k9sXQ)
continue
except RQ6CSRrFArYB:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\x1cD\xa2\xd3'), '\144' + chr(9866 - 9765) + chr(99) + chr(0b1100110 + 0o11) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(45) + '\070'))
if xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x03E\xa4\xda\x06'), chr(100) + chr(0b1100101) + chr(7000 - 6901) + chr(0b100110 + 0o111) + '\x64' + chr(7385 - 7284))(chr(0b1110101) + chr(116) + '\x66' + chr(45) + chr(0b11110 + 0o32)))(pQxH2D_k9sXQ):
pQxH2D_k9sXQ = EXSQV3QlRCJo(tKJAwKiE1Zya)
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(qJbm8AZRdNAI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\x00[\xb4\xd8\x0e'), chr(0b1101 + 0o127) + '\145' + chr(99) + chr(0b1101111) + '\x64' + '\145')(chr(10501 - 10384) + '\164' + '\146' + chr(0b101101) + chr(0b111000)))(pQxH2D_k9sXQ)
continue
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc@N\x81\xf2\x02\x13\xcb\x85\xda\xben'), chr(100) + chr(101) + chr(0b10111 + 0o114) + chr(0b1010011 + 0o34) + chr(1402 - 1302) + '\x65')(chr(7888 - 7771) + chr(1373 - 1257) + chr(0b1001001 + 0o35) + chr(624 - 579) + chr(56)))(qJbm8AZRdNAI) |
quantopian/zipline | zipline/data/resample.py | DailyHistoryAggregator.volumes | def volumes(self, assets, dt):
"""
The volume field's aggregation returns the sum of all volumes
between the market open and the `dt`
If there has been no data on or before the `dt` the volume is 0.
Returns
-------
np.array with dtype=int64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'volume')
volumes = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
volumes.append(0)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'volume')
entries[asset] = (dt_value, val)
volumes.append(val)
continue
else:
try:
last_visited_dt, last_total = entries[asset]
if last_visited_dt == dt_value:
volumes.append(last_total)
continue
elif last_visited_dt == prev_dt:
val = self._minute_reader.get_value(
asset, dt, 'volume')
val += last_total
entries[asset] = (dt_value, val)
volumes.append(val)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['volume'],
after_last,
dt,
[asset],
)[0]
val = np.nansum(window) + last_total
entries[asset] = (dt_value, val)
volumes.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['volume'],
market_open,
dt,
[asset],
)[0]
val = np.nansum(window)
entries[asset] = (dt_value, val)
volumes.append(val)
continue
return np.array(volumes) | python | def volumes(self, assets, dt):
"""
The volume field's aggregation returns the sum of all volumes
between the market open and the `dt`
If there has been no data on or before the `dt` the volume is 0.
Returns
-------
np.array with dtype=int64, in order of assets parameter.
"""
market_open, prev_dt, dt_value, entries = self._prelude(dt, 'volume')
volumes = []
session_label = self._trading_calendar.minute_to_session_label(dt)
for asset in assets:
if not asset.is_alive_for_session(session_label):
volumes.append(0)
continue
if prev_dt is None:
val = self._minute_reader.get_value(asset, dt, 'volume')
entries[asset] = (dt_value, val)
volumes.append(val)
continue
else:
try:
last_visited_dt, last_total = entries[asset]
if last_visited_dt == dt_value:
volumes.append(last_total)
continue
elif last_visited_dt == prev_dt:
val = self._minute_reader.get_value(
asset, dt, 'volume')
val += last_total
entries[asset] = (dt_value, val)
volumes.append(val)
continue
else:
after_last = pd.Timestamp(
last_visited_dt + self._one_min, tz='UTC')
window = self._minute_reader.load_raw_arrays(
['volume'],
after_last,
dt,
[asset],
)[0]
val = np.nansum(window) + last_total
entries[asset] = (dt_value, val)
volumes.append(val)
continue
except KeyError:
window = self._minute_reader.load_raw_arrays(
['volume'],
market_open,
dt,
[asset],
)[0]
val = np.nansum(window)
entries[asset] = (dt_value, val)
volumes.append(val)
continue
return np.array(volumes) | [
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between the market open and the `dt`
If there has been no data on or before the `dt` the volume is 0.
Returns
-------
np.array with dtype=int64, in order of assets parameter. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/resample.py#L448-L510 | train | The volume field s aggregation returns the sum of all volumes between the market open and the dt. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1100001 + 0o16) + chr(0b10000 + 0o41) + chr(168 - 120) + '\x32', 0b1000), ehT0Px3KOsy9(chr(492 - 444) + chr(0b1101111) + chr(0b110011) + chr(0b100101 + 0o17) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2150 - 2102) + '\x6f' + chr(106 - 56) + chr(0b110110) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + '\062' + chr(0b110111) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101101 + 0o4) + '\x30' + '\x36', 35507 - 35499), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + '\063' + chr(0b0 + 0o61) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1724 - 1676) + '\x6f' + chr(0b110011) + chr(0b110100) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1100 + 0o47) + chr(0b10010 + 0o44) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(889 - 840) + chr(0b110111) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + '\x34' + chr(0b110011), 13554 - 13546), ehT0Px3KOsy9('\x30' + chr(111) + chr(127 - 77) + '\x30' + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10 + 0o61) + '\062' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110000), 42987 - 42979), ehT0Px3KOsy9(chr(2196 - 2148) + chr(0b1101111) + chr(49) + chr(0b110000) + '\065', 54929 - 54921), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\064' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + '\061' + chr(0b110010) + '\x31', 0b1000), ehT0Px3KOsy9(chr(832 - 784) + '\x6f' + chr(0b110111) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + '\x32' + '\x35' + chr(0b1000 + 0o56), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b100011 + 0o17) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(55) + chr(55), 50247 - 50239), ehT0Px3KOsy9(chr(1319 - 1271) + chr(3838 - 3727) + chr(458 - 407) + '\x35' + chr(1710 - 1655), ord("\x08")), ehT0Px3KOsy9(chr(2042 - 1994) + '\157' + chr(51) + chr(55) + chr(0b110100 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(1305 - 1257) + chr(1117 - 1067), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(568 - 515) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11011 - 10900) + chr(0b101011 + 0o6) + chr(0b110010) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9576 - 9465) + '\063' + chr(55) + chr(0b110000 + 0o0), 54778 - 54770), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(50) + chr(0b1101 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7610 - 7499) + chr(938 - 889) + chr(955 - 903) + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(159 - 108) + '\063' + '\065', 55252 - 55244), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(54) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\060' + chr(0b1011 + 0o52), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(1835 - 1724) + chr(1761 - 1712) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(4207 - 4096) + '\x32' + chr(50) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b101000 + 0o12) + chr(637 - 583) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1691 - 1641) + chr(640 - 586) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11010 + 0o34) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(2165 - 2117) + chr(10761 - 10650) + '\066' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110010) + '\x33' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100110 + 0o111) + '\062' + '\x35' + chr(2389 - 2339), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(9642 - 9531) + chr(0b110101) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'l'), '\144' + '\x65' + chr(2616 - 2517) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + '\x74' + chr(0b11011 + 0o113) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cK3zzJjiBNev(oVre8I6UXc3b, YGFU3oxACPcg, OmU3Un949MWT):
(tDRkuPPnqB7e, kF2YdrnoqftG, h3DolJvVCkX8, tzAocNV6MBUm) = oVre8I6UXc3b._prelude(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'4\x8a\xdb\xcc+\xa8'), chr(100) + chr(101) + chr(2664 - 2565) + chr(0b100011 + 0o114) + chr(7507 - 7407) + '\145')('\165' + chr(0b111110 + 0o66) + '\x66' + chr(45) + '\070'))
cK3zzJjiBNev = []
jHXBqk1Gbgoy = oVre8I6UXc3b._trading_calendar.minute_to_session_label(OmU3Un949MWT)
for tKJAwKiE1Zya in YGFU3oxACPcg:
if not xafqLlk3kkUe(tKJAwKiE1Zya, xafqLlk3kkUe(SXOLrMavuUCe(b'+\x96\xe8\xd8*\xa4\x96\x96#E\xea\xa2G6\x06"N\xc7\xba\x91'), chr(9287 - 9187) + chr(0b1100101) + chr(0b1100011) + chr(0b1000000 + 0o57) + chr(0b1100100) + chr(101))('\x75' + chr(5371 - 5255) + chr(0b1100110) + chr(45) + chr(56)))(jHXBqk1Gbgoy):
xafqLlk3kkUe(cK3zzJjiBNev, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x95\xc7\xdc(\xa9'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100 + 0o130) + chr(8161 - 8060))('\x75' + '\x74' + '\146' + chr(0b101101) + '\070'))(ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100000 + 0o20), 0o10))
continue
if kF2YdrnoqftG is None:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'4\x8a\xdb\xcc+\xa8'), chr(6489 - 6389) + chr(0b1011100 + 0o11) + chr(0b1100011) + chr(0b1111 + 0o140) + chr(1647 - 1547) + chr(101))(chr(0b100001 + 0o124) + '\x74' + chr(0b1100110) + chr(45) + chr(714 - 658)))
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(cK3zzJjiBNev, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x95\xc7\xdc(\xa9'), '\x64' + '\145' + chr(4716 - 4617) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + chr(56)))(pQxH2D_k9sXQ)
continue
else:
try:
(q1UcAkTS6YVH, G4HM_M3gPzYG) = tzAocNV6MBUm[tKJAwKiE1Zya]
if q1UcAkTS6YVH == h3DolJvVCkX8:
xafqLlk3kkUe(cK3zzJjiBNev, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x95\xc7\xdc(\xa9'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b110011 + 0o74) + '\144' + chr(0b1100101))(chr(4165 - 4048) + chr(0b1110100) + '\x66' + chr(0b1010 + 0o43) + '\x38'))(G4HM_M3gPzYG)
continue
elif q1UcAkTS6YVH == kF2YdrnoqftG:
pQxH2D_k9sXQ = oVre8I6UXc3b._minute_reader.get_value(tKJAwKiE1Zya, OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'4\x8a\xdb\xcc+\xa8'), chr(5679 - 5579) + chr(0b1100101) + chr(0b1010 + 0o131) + '\157' + chr(5077 - 4977) + chr(0b100111 + 0o76))('\x75' + chr(2099 - 1983) + chr(0b1010100 + 0o22) + chr(0b1011 + 0o42) + chr(0b111000)))
pQxH2D_k9sXQ += G4HM_M3gPzYG
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(cK3zzJjiBNev, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x95\xc7\xdc(\xa9'), chr(0b1000111 + 0o35) + '\145' + '\x63' + '\157' + chr(0b1100100) + '\x65')('\165' + chr(116) + '\x66' + chr(677 - 632) + '\x38'))(pQxH2D_k9sXQ)
continue
else:
lbzR0AZ1TYsi = dubtF9GfzOdC.Timestamp(q1UcAkTS6YVH + oVre8I6UXc3b._one_min, tz=xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xb1\xf4'), chr(5105 - 5005) + chr(786 - 685) + chr(4069 - 3970) + chr(111) + chr(100) + '\145')('\x75' + '\164' + '\x66' + chr(0b100010 + 0o13) + chr(56)))
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b'4\x8a\xdb\xcc+\xa8'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b101100 + 0o110) + chr(7365 - 7263) + chr(0b101100 + 0o1) + chr(56))], lbzR0AZ1TYsi, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9(chr(48) + chr(111) + '\x30', 8)]
pQxH2D_k9sXQ = WqUC3KWvYVup.nansum(VGVrxFMCQSmZ) + G4HM_M3gPzYG
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(cK3zzJjiBNev, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x95\xc7\xdc(\xa9'), chr(100) + '\x65' + chr(1154 - 1055) + chr(0b1101010 + 0o5) + chr(100) + '\145')('\x75' + chr(10680 - 10564) + chr(4156 - 4054) + '\055' + chr(56)))(pQxH2D_k9sXQ)
continue
except RQ6CSRrFArYB:
VGVrxFMCQSmZ = oVre8I6UXc3b._minute_reader.load_raw_arrays([xafqLlk3kkUe(SXOLrMavuUCe(b'4\x8a\xdb\xcc+\xa8'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + '\144' + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(481 - 436) + chr(0b111000))], tDRkuPPnqB7e, OmU3Un949MWT, [tKJAwKiE1Zya])[ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10000 + 0o40), 8)]
pQxH2D_k9sXQ = WqUC3KWvYVup.nansum(VGVrxFMCQSmZ)
tzAocNV6MBUm[tKJAwKiE1Zya] = (h3DolJvVCkX8, pQxH2D_k9sXQ)
xafqLlk3kkUe(cK3zzJjiBNev, xafqLlk3kkUe(SXOLrMavuUCe(b'#\x95\xc7\xdc(\xa9'), chr(0b1100100) + '\x65' + chr(2948 - 2849) + '\x6f' + chr(100) + chr(3169 - 3068))('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(2816 - 2760)))(pQxH2D_k9sXQ)
continue
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\xd5\xd2\xe9\x02\xa5\x90\x82\x04m\xb0\xbe'), '\x64' + '\x65' + chr(3547 - 3448) + chr(0b1010000 + 0o37) + '\x64' + chr(101))(chr(0b10010 + 0o143) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070'))(cK3zzJjiBNev) |
quantopian/zipline | zipline/pipeline/domain.py | infer_domain | def infer_domain(terms):
"""
Infer the domain from a collection of terms.
The algorithm for inferring domains is as follows:
- If all input terms have a domain of GENERIC, the result is GENERIC.
- If there is exactly one non-generic domain in the input terms, the result
is that domain.
- Otherwise, an AmbiguousDomain error is raised.
Parameters
----------
terms : iterable[zipline.pipeline.term.Term]
Returns
-------
inferred : Domain or NotSpecified
Raises
------
AmbiguousDomain
Raised if more than one concrete domain is present in the input terms.
"""
domains = {t.domain for t in terms}
num_domains = len(domains)
if num_domains == 0:
return GENERIC
elif num_domains == 1:
return domains.pop()
elif num_domains == 2 and GENERIC in domains:
domains.remove(GENERIC)
return domains.pop()
else:
# Remove GENERIC if it's present before raising. Showing it to the user
# is confusing because it doesn't contribute to the error.
domains.discard(GENERIC)
raise AmbiguousDomain(sorted(domains, key=repr)) | python | def infer_domain(terms):
"""
Infer the domain from a collection of terms.
The algorithm for inferring domains is as follows:
- If all input terms have a domain of GENERIC, the result is GENERIC.
- If there is exactly one non-generic domain in the input terms, the result
is that domain.
- Otherwise, an AmbiguousDomain error is raised.
Parameters
----------
terms : iterable[zipline.pipeline.term.Term]
Returns
-------
inferred : Domain or NotSpecified
Raises
------
AmbiguousDomain
Raised if more than one concrete domain is present in the input terms.
"""
domains = {t.domain for t in terms}
num_domains = len(domains)
if num_domains == 0:
return GENERIC
elif num_domains == 1:
return domains.pop()
elif num_domains == 2 and GENERIC in domains:
domains.remove(GENERIC)
return domains.pop()
else:
# Remove GENERIC if it's present before raising. Showing it to the user
# is confusing because it doesn't contribute to the error.
domains.discard(GENERIC)
raise AmbiguousDomain(sorted(domains, key=repr)) | [
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] | Infer the domain from a collection of terms.
The algorithm for inferring domains is as follows:
- If all input terms have a domain of GENERIC, the result is GENERIC.
- If there is exactly one non-generic domain in the input terms, the result
is that domain.
- Otherwise, an AmbiguousDomain error is raised.
Parameters
----------
terms : iterable[zipline.pipeline.term.Term]
Returns
-------
inferred : Domain or NotSpecified
Raises
------
AmbiguousDomain
Raised if more than one concrete domain is present in the input terms. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/domain.py#L274-L314 | train | Infer the domain from a collection of terms. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2166 - 2118) + chr(111) + '\x32' + chr(50) + chr(0b110101), 13090 - 13082), ehT0Px3KOsy9(chr(435 - 387) + '\x6f' + chr(0b11 + 0o57) + '\064' + chr(2003 - 1955), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + '\x35' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(2017 - 1962) + chr(2280 - 2227), 64956 - 64948), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(614 - 559) + '\062', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(2779 - 2668) + chr(50) + chr(55) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(1161 - 1050) + chr(0b110010) + chr(0b110010) + chr(0b11111 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(477 - 429) + '\x6f' + chr(1900 - 1851) + chr(51) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\x33', 16112 - 16104), ehT0Px3KOsy9(chr(1014 - 966) + chr(0b1101111) + chr(49) + '\064' + chr(55), 0o10), ehT0Px3KOsy9(chr(190 - 142) + chr(111) + '\x32' + chr(52) + '\x33', 0o10), ehT0Px3KOsy9(chr(485 - 437) + chr(0b1101111) + chr(0b10000 + 0o41) + '\x34' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2089 - 2039) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110000) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(11752 - 11641) + chr(52) + '\063', 24152 - 24144), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000000 + 0o57) + chr(49) + chr(52) + chr(1164 - 1115), 15915 - 15907), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(51) + '\060', 62853 - 62845), ehT0Px3KOsy9(chr(1773 - 1725) + chr(0b1011100 + 0o23) + chr(0b110011) + chr(2799 - 2744) + chr(54), 63398 - 63390), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b1101 + 0o44) + chr(0b110001), 5836 - 5828), ehT0Px3KOsy9('\x30' + chr(8344 - 8233) + '\x31' + chr(2326 - 2276) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + '\061' + '\x35' + chr(2148 - 2097), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + chr(49) + chr(0b10 + 0o62) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100100 + 0o17) + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(2281 - 2233) + '\x33', 16563 - 16555), ehT0Px3KOsy9(chr(1993 - 1945) + '\157' + '\x31' + chr(0b110111) + chr(0b11110 + 0o27), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(2074 - 2023) + chr(1367 - 1318) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(50) + chr(189 - 138) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1001 + 0o52) + chr(217 - 164) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b0 + 0o61) + chr(48) + chr(0b100011 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(107 - 59) + chr(111) + chr(53) + chr(49), 1444 - 1436), ehT0Px3KOsy9(chr(2229 - 2181) + chr(0b1101111) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(693 - 644) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + chr(9671 - 9560) + chr(0b110100 + 0o2) + '\062', 24859 - 24851), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + chr(49) + chr(1816 - 1767) + chr(1843 - 1791), ord("\x08")), ehT0Px3KOsy9(chr(1847 - 1799) + chr(0b1101111) + chr(1008 - 959) + '\x30' + chr(0b110111), 30003 - 29995), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100011 + 0o17) + '\x36' + chr(0b101100 + 0o13), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o30) + chr(48) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(50) + chr(51), 19410 - 19402), ehT0Px3KOsy9(chr(1695 - 1647) + chr(0b1101111) + chr(0b10 + 0o60) + chr(0b110101) + '\x30', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(53) + '\x30', 40854 - 40846)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb'), chr(0b1100011 + 0o1) + chr(0b11011 + 0o112) + chr(0b11100 + 0o107) + chr(0b1101111) + chr(0b1100100) + chr(8223 - 8122))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LBTJiCr02av_(XN41EaTdyMxN):
QUYVwSKL3pdQ = {YeT3l7JgTbWR.psizfxY_oCoV for YeT3l7JgTbWR in XN41EaTdyMxN}
xDoTJyA4eJHq = c2A0yzQpDQB3(QUYVwSKL3pdQ)
if xDoTJyA4eJHq == ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + '\x30', 0b1000):
return kxwMF5OOnoDq
elif xDoTJyA4eJHq == ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + chr(49), 53693 - 53685):
return xafqLlk3kkUe(QUYVwSKL3pdQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\xcf^'), chr(3243 - 3143) + chr(0b1100101) + chr(0b1001 + 0o132) + chr(310 - 199) + chr(9472 - 9372) + '\145')('\165' + chr(116) + chr(102) + '\055' + '\x38'))()
elif xDoTJyA4eJHq == ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062', 0b1000) and kxwMF5OOnoDq in QUYVwSKL3pdQ:
xafqLlk3kkUe(QUYVwSKL3pdQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\xc5C\x92\xcc\xd9'), chr(100) + '\145' + chr(6669 - 6570) + '\157' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1001101 + 0o47) + chr(1879 - 1777) + chr(0b11010 + 0o23) + chr(216 - 160)))(kxwMF5OOnoDq)
return xafqLlk3kkUe(QUYVwSKL3pdQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\xcf^'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1001111 + 0o40) + chr(0b1010111 + 0o15) + '\x65')('\165' + chr(116) + '\146' + chr(0b101000 + 0o5) + '\x38'))()
else:
xafqLlk3kkUe(QUYVwSKL3pdQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\xc9]\x9e\xdb\xce\xf2'), '\x64' + chr(101) + chr(9164 - 9065) + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\070'))(kxwMF5OOnoDq)
raise IZ2NiBRStL7V(vUlqIvNSaRMa(QUYVwSKL3pdQ, key=S6hV9M2g7fO0)) |
quantopian/zipline | zipline/pipeline/domain.py | IDomain.roll_forward | def roll_forward(self, dt):
"""
Given a date, align it to the calendar of the pipeline's domain.
Parameters
----------
dt : pd.Timestamp
Returns
-------
pd.Timestamp
"""
dt = pd.Timestamp(dt, tz='UTC')
trading_days = self.all_sessions()
try:
return trading_days[trading_days.searchsorted(dt)]
except IndexError:
raise ValueError(
"Date {} was past the last session for domain {}. "
"The last session for this domain is {}.".format(
dt.date(),
self,
trading_days[-1].date()
)
) | python | def roll_forward(self, dt):
"""
Given a date, align it to the calendar of the pipeline's domain.
Parameters
----------
dt : pd.Timestamp
Returns
-------
pd.Timestamp
"""
dt = pd.Timestamp(dt, tz='UTC')
trading_days = self.all_sessions()
try:
return trading_days[trading_days.searchsorted(dt)]
except IndexError:
raise ValueError(
"Date {} was past the last session for domain {}. "
"The last session for this domain is {}.".format(
dt.date(),
self,
trading_days[-1].date()
)
) | [
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Parameters
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dt : pd.Timestamp
Returns
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pd.Timestamp | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/domain.py#L77-L102 | train | Roll a date to the calendar of the pipeline s domain. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(10666 - 10555) + '\062' + '\x35' + chr(0b11111 + 0o26), 62125 - 62117), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\x34' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\x32' + chr(1350 - 1300), 0o10), ehT0Px3KOsy9(chr(1428 - 1380) + chr(111) + '\061' + '\061' + chr(1410 - 1356), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + chr(0b10 + 0o57) + chr(51) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b100001 + 0o25) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(328 - 275) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5006 - 4895) + chr(0b110011 + 0o0) + chr(1548 - 1495) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(5548 - 5437) + chr(0b11110 + 0o25) + chr(1082 - 1029) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(601 - 550) + chr(0b101110 + 0o7) + '\062', 30006 - 29998), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(206 - 154) + chr(1860 - 1805), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b100010 + 0o16) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10000 + 0o43) + chr(50) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + '\x31' + chr(0b100100 + 0o16) + chr(994 - 945), 18407 - 18399), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + '\063' + '\x35' + chr(0b110100), 8), ehT0Px3KOsy9(chr(1349 - 1301) + '\157' + chr(797 - 747) + chr(0b110111) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(221 - 172) + chr(2047 - 1998) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b110010 + 0o75) + '\061' + '\x36' + chr(0b100111 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1011101 + 0o22) + chr(0b110101) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(2310 - 2260) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + '\062' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11001 + 0o30) + '\066' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3972 - 3861) + chr(49) + '\x32' + chr(0b11111 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(767 - 718) + chr(0b10101 + 0o33) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(53) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b11001 + 0o36), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(2593 - 2542) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1601 - 1553) + '\x6f' + chr(1685 - 1636) + chr(2190 - 2137) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b100110 + 0o111) + chr(53) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1110 + 0o44) + chr(0b100101 + 0o13) + chr(54), 8), ehT0Px3KOsy9('\x30' + chr(2663 - 2552) + chr(51) + chr(0b101111 + 0o6) + chr(2056 - 2003), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(55) + '\x30', 35425 - 35417), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(0b101000 + 0o11) + chr(1252 - 1201) + '\066', 60291 - 60283), ehT0Px3KOsy9('\060' + chr(7778 - 7667) + chr(50) + chr(0b101 + 0o56) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1558 - 1510) + chr(111) + chr(51) + chr(1983 - 1934) + chr(1695 - 1646), 34425 - 34417), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(692 - 638) + chr(0b10111 + 0o40), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(366 - 313) + chr(48), 15532 - 15524), ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(48), 8), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(0b1011 + 0o50) + '\x35' + chr(50), 8), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + '\x35' + chr(0b100 + 0o62), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(879 - 831) + '\157' + '\x35' + chr(730 - 682), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x83'), chr(100) + '\145' + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(2045 - 1929) + chr(0b1100110) + '\055' + chr(718 - 662)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VTZk_LOKDW5H(oVre8I6UXc3b, OmU3Un949MWT):
OmU3Un949MWT = dubtF9GfzOdC.Timestamp(OmU3Un949MWT, tz=xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8s\x91'), '\144' + chr(101) + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(6484 - 6367) + chr(2666 - 2550) + chr(102) + chr(45) + chr(0b10 + 0o66)))
YlNBidr8uuv4 = oVre8I6UXc3b.all_sessions()
try:
return YlNBidr8uuv4[xafqLlk3kkUe(YlNBidr8uuv4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdeB\xb3<9\x9e\x1f\x83\x99\x9e\x02\xe2'), '\144' + '\x65' + chr(0b1100011) + chr(1207 - 1096) + '\144' + '\145')(chr(0b1000010 + 0o63) + chr(2101 - 1985) + '\x66' + '\055' + chr(0b11101 + 0o33)))(OmU3Un949MWT)]
except _fsda0v2_OKU:
raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9F\xa6+z\x8d\x11\xcc\x9c\x8b\x14\xa6\xa70\x9f\xc9h\x06B\xf72\x1961_/m\x0fZ\xf5\x84\x970\xbd\xafXZ\x08\x8eA\xc0F\xbb z\x8d\x11\xc2\xcb\xbe\x0f\xe3\xf7=\x8d\xce<RY\xf7a\x06>-E/x\x05[\xa6\x99\x907\xee\xe9SGE\x8bG\xc3\x07\xbb=z\x8d\x11\xc2'), '\144' + chr(101) + chr(0b1100011) + chr(5474 - 5363) + chr(0b110011 + 0o61) + chr(101))(chr(0b1110101) + '\164' + chr(0b1100110) + '\055' + chr(0b11011 + 0o35)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\x13\xa0!\x12\x97?\xdf\xbb\x9a\x02\xec'), '\144' + '\x65' + chr(0b1100011) + '\157' + chr(0b110 + 0o136) + chr(101))(chr(0b1010100 + 0o41) + '\x74' + '\x66' + '\x2d' + '\070'))(xafqLlk3kkUe(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9F\xa6+'), chr(0b110001 + 0o63) + chr(101) + '\143' + chr(0b1101111) + '\144' + '\145')('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(2972 - 2916)))(), oVre8I6UXc3b, xafqLlk3kkUe(YlNBidr8uuv4[-ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), 0b1000)], xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9F\xa6+'), chr(0b1100100) + chr(101) + chr(99) + chr(5245 - 5134) + chr(0b1100100) + chr(0b1100101))(chr(117) + '\164' + chr(0b1000100 + 0o42) + chr(45) + chr(2176 - 2120)))())) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | days_and_sids_for_frames | def days_and_sids_for_frames(frames):
"""
Returns the date index and sid columns shared by a list of dataframes,
ensuring they all match.
Parameters
----------
frames : list[pd.DataFrame]
A list of dataframes indexed by day, with a column per sid.
Returns
-------
days : np.array[datetime64[ns]]
The days in these dataframes.
sids : np.array[int64]
The sids in these dataframes.
Raises
------
ValueError
If the dataframes passed are not all indexed by the same days
and sids.
"""
if not frames:
days = np.array([], dtype='datetime64[ns]')
sids = np.array([], dtype='int64')
return days, sids
# Ensure the indices and columns all match.
check_indexes_all_same(
[frame.index for frame in frames],
message='Frames have mistmatched days.',
)
check_indexes_all_same(
[frame.columns for frame in frames],
message='Frames have mismatched sids.',
)
return frames[0].index.values, frames[0].columns.values | python | def days_and_sids_for_frames(frames):
"""
Returns the date index and sid columns shared by a list of dataframes,
ensuring they all match.
Parameters
----------
frames : list[pd.DataFrame]
A list of dataframes indexed by day, with a column per sid.
Returns
-------
days : np.array[datetime64[ns]]
The days in these dataframes.
sids : np.array[int64]
The sids in these dataframes.
Raises
------
ValueError
If the dataframes passed are not all indexed by the same days
and sids.
"""
if not frames:
days = np.array([], dtype='datetime64[ns]')
sids = np.array([], dtype='int64')
return days, sids
# Ensure the indices and columns all match.
check_indexes_all_same(
[frame.index for frame in frames],
message='Frames have mistmatched days.',
)
check_indexes_all_same(
[frame.columns for frame in frames],
message='Frames have mismatched sids.',
)
return frames[0].index.values, frames[0].columns.values | [
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Parameters
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frames : list[pd.DataFrame]
A list of dataframes indexed by day, with a column per sid.
Returns
-------
days : np.array[datetime64[ns]]
The days in these dataframes.
sids : np.array[int64]
The sids in these dataframes.
Raises
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If the dataframes passed are not all indexed by the same days
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L154-L192 | train | Returns the date index and sid columns shared by a list of dataframes. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10001 + 0o40) + '\x37' + chr(0b110001), 32230 - 32222), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(202 - 153) + chr(48) + '\063', 58327 - 58319), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110001) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(12110 - 11999) + chr(0b11000 + 0o32) + chr(53) + chr(2389 - 2339), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + chr(2553 - 2502) + '\x31' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5836 - 5725) + chr(49) + '\x35' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(615 - 565) + '\x34' + chr(0b101100 + 0o7), 0o10), ehT0Px3KOsy9('\x30' + chr(5922 - 5811) + chr(51) + chr(0b110000) + chr(2638 - 2583), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(1957 - 1907) + '\066' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(49) + chr(0b110001) + chr(0b111 + 0o54), 12133 - 12125), ehT0Px3KOsy9(chr(48) + chr(0b11 + 0o154) + chr(2282 - 2233) + chr(0b101100 + 0o4) + chr(0b11101 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b11101 + 0o30) + chr(0b100011 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(1952 - 1901) + chr(0b11100 + 0o33) + chr(2149 - 2098), ord("\x08")), ehT0Px3KOsy9(chr(277 - 229) + '\x6f' + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b110010) + chr(0b1010 + 0o53), 63787 - 63779), ehT0Px3KOsy9('\060' + chr(111) + chr(1597 - 1547) + chr(1510 - 1457) + chr(0b11110 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(0b110000 + 0o1) + chr(1684 - 1631) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11088 - 10977) + '\x32' + chr(0b101 + 0o53) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(505 - 457) + chr(111) + '\x33' + chr(1704 - 1654), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(2426 - 2376) + '\x35' + chr(50), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x36' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b111 + 0o150) + chr(53) + chr(0b100 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110100) + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(51) + chr(1365 - 1314) + '\x36', 51764 - 51756), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x31' + '\060', 0o10), ehT0Px3KOsy9(chr(1627 - 1579) + '\x6f' + chr(49) + chr(0b110011) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(930 - 881) + chr(611 - 559), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(0b10111 + 0o32) + chr(0b11010 + 0o30) + chr(0b101110 + 0o7), 0b1000), ehT0Px3KOsy9(chr(354 - 306) + chr(1703 - 1592) + chr(0b110001) + chr(0b100100 + 0o21) + chr(0b110100), 41011 - 41003), ehT0Px3KOsy9('\x30' + chr(8931 - 8820) + chr(0b110001 + 0o6) + chr(389 - 338), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110111) + chr(0b110010 + 0o4), 30923 - 30915), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\063' + chr(124 - 75), 54027 - 54019), ehT0Px3KOsy9(chr(2011 - 1963) + chr(10737 - 10626) + '\061' + '\060' + chr(2110 - 2062), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(48) + chr(365 - 317), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1011 + 0o47) + '\060' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b101 + 0o55) + chr(2829 - 2774), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\065' + chr(1725 - 1677), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7723 - 7612) + chr(49) + chr(0b11000 + 0o32) + chr(55), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110100) + chr(0b110111), 9018 - 9010), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(2341 - 2290) + chr(867 - 816), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + '\x35' + chr(2168 - 2120), 57893 - 57885)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(100) + chr(0b1100101) + '\143' + chr(111) + chr(6491 - 6391) + chr(0b1100101))(chr(0b1011000 + 0o35) + chr(0b1001000 + 0o54) + '\x66' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KGcA1K8ZxsGy(RlRNrq1190ue):
if not RlRNrq1190ue:
pK4JeU_HEqWM = WqUC3KWvYVup.B0ePDhpqxN5n([], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d"9\xcf\xbc\x02\xce\xa2\x81\x7f\x1cD\x88k'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(0b1000101 + 0o60) + chr(734 - 618) + chr(0b11011 + 0o113) + '\055' + '\070'))
vpNBss375oFz = WqUC3KWvYVup.B0ePDhpqxN5n([], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'\x10-9\x9c\xfc'), chr(0b1100100) + '\145' + chr(99) + chr(0b111010 + 0o65) + chr(0b1100100) + chr(0b1100101))(chr(0b1101011 + 0o12) + '\164' + chr(0b1100110) + chr(0b1 + 0o54) + chr(0b10 + 0o66)))
return (pK4JeU_HEqWM, vpNBss375oFz)
Ab2m0tPhm58G([xafqLlk3kkUe(C4IqNNmLfHXB, xafqLlk3kkUe(SXOLrMavuUCe(b'!\'"\xdd\x9a\t\xe9\x8c\xed\x1c\x0b\x13'), chr(0b1100100) + chr(0b1010101 + 0o20) + chr(8073 - 7974) + '\157' + '\144' + chr(0b1100101))(chr(117) + chr(116) + chr(0b11000 + 0o116) + chr(433 - 388) + '\x38')) for C4IqNNmLfHXB in RlRNrq1190ue], message=xafqLlk3kkUe(SXOLrMavuUCe(b'?1,\xc7\xad\x18\x83\xaf\xd6="\n\x96_f\xdb\x07\xe2n\xc9\x9aK\xc4\xfe,<\xf5&B'), chr(6041 - 5941) + '\145' + '\x63' + chr(0b1 + 0o156) + '\x64' + chr(0b1100101))(chr(9137 - 9020) + '\164' + chr(5477 - 5375) + chr(0b11011 + 0o22) + chr(2091 - 2035)))
Ab2m0tPhm58G([xafqLlk3kkUe(C4IqNNmLfHXB, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x08!\xf2\x8a\x1f\xcd\xf4\xe7\x00>\x1e'), chr(0b1100100) + chr(7402 - 7301) + '\x63' + chr(0b11111 + 0o120) + chr(0b1001101 + 0o27) + chr(101))(chr(0b1110101) + chr(0b1011011 + 0o31) + chr(0b1100110) + chr(0b101011 + 0o2) + '\x38')) for C4IqNNmLfHXB in RlRNrq1190ue], message=xafqLlk3kkUe(SXOLrMavuUCe(b'?1,\xc7\xad\x18\x83\xaf\xd6="\n\x96_f\xc2\x0b\xf7y\xc2\x97J\x80\xad!9\xff{'), '\144' + '\145' + chr(0b1100011) + chr(111) + chr(100) + chr(5049 - 4948))(chr(0b1010110 + 0o37) + chr(116) + chr(10276 - 10174) + chr(608 - 563) + chr(56)))
return (xafqLlk3kkUe(RlRNrq1190ue[ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(1749 - 1701), ord("\x08"))].index, xafqLlk3kkUe(SXOLrMavuUCe(b'*\x13#\xe9\x86\x1e\x96\xf3\xffz#H'), chr(100) + chr(0b1100101) + chr(99) + '\157' + chr(100) + '\x65')(chr(0b1000011 + 0o62) + chr(116) + chr(0b1100110) + chr(0b101001 + 0o4) + '\070')), xafqLlk3kkUe(RlRNrq1190ue[ehT0Px3KOsy9('\060' + '\x6f' + chr(1035 - 987), 8)].columns, xafqLlk3kkUe(SXOLrMavuUCe(b'*\x13#\xe9\x86\x1e\x96\xf3\xffz#H'), chr(0b1011110 + 0o6) + chr(101) + chr(0b100111 + 0o74) + chr(111) + '\144' + chr(9154 - 9053))('\165' + '\x74' + chr(4173 - 4071) + '\x2d' + chr(2767 - 2711)))) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | compute_asset_lifetimes | def compute_asset_lifetimes(frames):
"""
Parameters
----------
frames : dict[str, pd.DataFrame]
A dict mapping each OHLCV field to a dataframe with a row for
each date and a column for each sid, as passed to write().
Returns
-------
start_date_ixs : np.array[int64]
The index of the first date with non-nan values, for each sid.
end_date_ixs : np.array[int64]
The index of the last date with non-nan values, for each sid.
"""
# Build a 2D array (dates x sids), where an entry is True if all
# fields are nan for the given day and sid.
is_null_matrix = np.logical_and.reduce(
[frames[field].isnull().values for field in FIELDS],
)
if not is_null_matrix.size:
empty = np.array([], dtype='int64')
return empty, empty.copy()
# Offset of the first null from the start of the input.
start_date_ixs = is_null_matrix.argmin(axis=0)
# Offset of the last null from the **end** of the input.
end_offsets = is_null_matrix[::-1].argmin(axis=0)
# Offset of the last null from the start of the input
end_date_ixs = is_null_matrix.shape[0] - end_offsets - 1
return start_date_ixs, end_date_ixs | python | def compute_asset_lifetimes(frames):
"""
Parameters
----------
frames : dict[str, pd.DataFrame]
A dict mapping each OHLCV field to a dataframe with a row for
each date and a column for each sid, as passed to write().
Returns
-------
start_date_ixs : np.array[int64]
The index of the first date with non-nan values, for each sid.
end_date_ixs : np.array[int64]
The index of the last date with non-nan values, for each sid.
"""
# Build a 2D array (dates x sids), where an entry is True if all
# fields are nan for the given day and sid.
is_null_matrix = np.logical_and.reduce(
[frames[field].isnull().values for field in FIELDS],
)
if not is_null_matrix.size:
empty = np.array([], dtype='int64')
return empty, empty.copy()
# Offset of the first null from the start of the input.
start_date_ixs = is_null_matrix.argmin(axis=0)
# Offset of the last null from the **end** of the input.
end_offsets = is_null_matrix[::-1].argmin(axis=0)
# Offset of the last null from the start of the input
end_date_ixs = is_null_matrix.shape[0] - end_offsets - 1
return start_date_ixs, end_date_ixs | [
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A dict mapping each OHLCV field to a dataframe with a row for
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Returns
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start_date_ixs : np.array[int64]
The index of the first date with non-nan values, for each sid.
end_date_ixs : np.array[int64]
The index of the last date with non-nan values, for each sid. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L360-L391 | train | Compute the start and end dates of the asset tables for the given OHLCV fields. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101010 + 0o7) + chr(0b10101 + 0o33) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1257 - 1206) + chr(0b110000) + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(516 - 462), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b10111 + 0o36) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(52) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(0b10111 + 0o32) + chr(149 - 94) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7681 - 7570) + chr(50) + chr(52) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(51) + chr(0b1111 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + chr(1551 - 1502) + chr(1816 - 1761) + chr(0b110100 + 0o0), 30366 - 30358), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(49 - 0) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\x33' + chr(49) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(236 - 186) + '\x36' + chr(0b100010 + 0o25), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(679 - 627) + '\063', 33465 - 33457), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\066' + chr(454 - 399), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b100010 + 0o22) + chr(0b110 + 0o54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x33' + '\x33', 63953 - 63945), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x31' + chr(0b1111 + 0o41), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x35', 0b1000), ehT0Px3KOsy9(chr(945 - 897) + '\157' + chr(54) + chr(1031 - 978), ord("\x08")), ehT0Px3KOsy9(chr(444 - 396) + '\157' + '\x31' + chr(1538 - 1484) + chr(2420 - 2369), ord("\x08")), ehT0Px3KOsy9(chr(1653 - 1605) + chr(0b1101111) + chr(0b110010) + chr(53) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + chr(0b100101 + 0o16) + chr(0b110000) + chr(0b101111 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(53) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + chr(9863 - 9752) + chr(0b110011) + '\x36' + chr(412 - 364), 26687 - 26679), ehT0Px3KOsy9(chr(1687 - 1639) + '\157' + '\062' + '\x32' + '\066', 57505 - 57497), ehT0Px3KOsy9(chr(1663 - 1615) + chr(0b1100110 + 0o11) + chr(0b110011) + chr(2445 - 2391) + '\063', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b100011 + 0o114) + chr(0b100110 + 0o14) + chr(0b11001 + 0o34) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1699 - 1651) + chr(0b1101111) + chr(50) + '\x31' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(1552 - 1503) + chr(66 - 16), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6942 - 6831) + chr(147 - 96) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(902 - 854) + '\x6f' + chr(0b10001 + 0o41) + '\x30' + chr(2180 - 2129), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x30', 47161 - 47153), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b111001 + 0o66) + chr(0b100000 + 0o21) + chr(0b110101) + chr(2199 - 2149), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b10010 + 0o37) + chr(2641 - 2587), ord("\x08")), ehT0Px3KOsy9(chr(1610 - 1562) + chr(0b1101111) + chr(0b110100) + '\063', 59299 - 59291), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(956 - 901) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(1063 - 1013) + chr(589 - 538), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\066' + '\067', 8), ehT0Px3KOsy9(chr(1879 - 1831) + chr(111) + chr(0b100 + 0o56) + chr(0b1101 + 0o46), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1975 - 1927) + '\x6f' + chr(0b100000 + 0o25) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'k'), chr(0b111101 + 0o47) + chr(6046 - 5945) + chr(99) + chr(0b1101111) + chr(0b110111 + 0o55) + chr(2720 - 2619))(chr(923 - 806) + '\x74' + chr(102) + chr(1606 - 1561) + chr(3052 - 2996)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def rbfnwu5iE4yz(RlRNrq1190ue):
XC_WpIm0woIb = WqUC3KWvYVup.logical_and.reduce([RlRNrq1190ue[fEcfxx4smAdS].isnull().SPnCNu54H1db for fEcfxx4smAdS in _yWg3UHwtS7H])
if not xafqLlk3kkUe(XC_WpIm0woIb, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\x8ae\x8d\xd5<\xe6\x92\x12\x1a\xa5\xd6'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(0b1001101 + 0o27) + chr(6733 - 6632))('\x75' + chr(116) + '\146' + '\x2d' + '\x38')):
QxT4AUiPWdm4 = WqUC3KWvYVup.B0ePDhpqxN5n([], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b',\xa8r\xd8\xd2'), chr(0b1001 + 0o133) + '\145' + chr(4533 - 4434) + chr(7099 - 6988) + chr(0b101000 + 0o74) + '\x65')(chr(0b1110101) + chr(0b111100 + 0o70) + '\x66' + chr(0b101101) + '\x38'))
return (QxT4AUiPWdm4, xafqLlk3kkUe(QxT4AUiPWdm4, xafqLlk3kkUe(SXOLrMavuUCe(b',\xa1R\x86\xae-\x91\xb2\x0b\x1d\xbd\xd6'), chr(0b111011 + 0o51) + '\145' + chr(99) + chr(111) + '\144' + '\x65')(chr(0b1010001 + 0o44) + chr(0b1110100) + chr(0b10001 + 0o125) + '\055' + chr(0b111000)))())
dUxq3vJD4XbS = XC_WpIm0woIb.argmin(axis=ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(0b110000), 8))
Rpf_JXWlxAOU = XC_WpIm0woIb[::-ehT0Px3KOsy9(chr(362 - 314) + '\157' + chr(49), 34828 - 34820)].argmin(axis=ehT0Px3KOsy9(chr(1491 - 1443) + chr(111) + chr(0b100011 + 0o15), 8))
dbPWTvZuInoS = XC_WpIm0woIb.nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10100 + 0o34), 8)] - Rpf_JXWlxAOU - ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + '\061', 8)
return (dUxq3vJD4XbS, dbPWTvZuInoS) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarWriter.write | def write(self, country_code, frames, scaling_factors=None):
"""Write the OHLCV data for one country to the HDF5 file.
Parameters
----------
country_code : str
The ISO 3166 alpha-2 country code for this country.
frames : dict[str, pd.DataFrame]
A dict mapping each OHLCV field to a dataframe with a row
for each date and a column for each sid. The dataframes need
to have the same index and columns.
scaling_factors : dict[str, float], optional
A dict mapping each OHLCV field to a scaling factor, which
is applied (as a multiplier) to the values of field to
efficiently store them as uint32, while maintaining desired
precision. These factors are written to the file as metadata,
which is consumed by the reader to adjust back to the original
float values. Default is None, in which case
DEFAULT_SCALING_FACTORS is used.
"""
if scaling_factors is None:
scaling_factors = DEFAULT_SCALING_FACTORS
with self.h5_file(mode='a') as h5_file:
# ensure that the file version has been written
h5_file.attrs['version'] = VERSION
country_group = h5_file.create_group(country_code)
data_group = country_group.create_group(DATA)
index_group = country_group.create_group(INDEX)
lifetimes_group = country_group.create_group(LIFETIMES)
# Note that this functions validates that all of the frames
# share the same days and sids.
days, sids = days_and_sids_for_frames(list(frames.values()))
# Write sid and date indices.
index_group.create_dataset(SID, data=sids)
# h5py does not support datetimes, so they need to be stored
# as integers.
index_group.create_dataset(DAY, data=days.astype(np.int64))
log.debug(
'Wrote {} group to file {}',
index_group.name,
self._filename,
)
# Write start and end dates for each sid.
start_date_ixs, end_date_ixs = compute_asset_lifetimes(frames)
lifetimes_group.create_dataset(START_DATE, data=start_date_ixs)
lifetimes_group.create_dataset(END_DATE, data=end_date_ixs)
if len(sids):
chunks = (len(sids), min(self._date_chunk_size, len(days)))
else:
# h5py crashes if we provide chunks for empty data.
chunks = None
for field in FIELDS:
frame = frames[field]
# Sort rows by increasing sid, and columns by increasing date.
frame.sort_index(inplace=True)
frame.sort_index(axis='columns', inplace=True)
data = coerce_to_uint32(
frame.T.fillna(0).values,
scaling_factors[field],
)
dataset = data_group.create_dataset(
field,
compression='lzf',
shuffle=True,
data=data,
chunks=chunks,
)
dataset.attrs[SCALING_FACTOR] = scaling_factors[field]
log.debug(
'Writing dataset {} to file {}',
dataset.name, self._filename
) | python | def write(self, country_code, frames, scaling_factors=None):
"""Write the OHLCV data for one country to the HDF5 file.
Parameters
----------
country_code : str
The ISO 3166 alpha-2 country code for this country.
frames : dict[str, pd.DataFrame]
A dict mapping each OHLCV field to a dataframe with a row
for each date and a column for each sid. The dataframes need
to have the same index and columns.
scaling_factors : dict[str, float], optional
A dict mapping each OHLCV field to a scaling factor, which
is applied (as a multiplier) to the values of field to
efficiently store them as uint32, while maintaining desired
precision. These factors are written to the file as metadata,
which is consumed by the reader to adjust back to the original
float values. Default is None, in which case
DEFAULT_SCALING_FACTORS is used.
"""
if scaling_factors is None:
scaling_factors = DEFAULT_SCALING_FACTORS
with self.h5_file(mode='a') as h5_file:
# ensure that the file version has been written
h5_file.attrs['version'] = VERSION
country_group = h5_file.create_group(country_code)
data_group = country_group.create_group(DATA)
index_group = country_group.create_group(INDEX)
lifetimes_group = country_group.create_group(LIFETIMES)
# Note that this functions validates that all of the frames
# share the same days and sids.
days, sids = days_and_sids_for_frames(list(frames.values()))
# Write sid and date indices.
index_group.create_dataset(SID, data=sids)
# h5py does not support datetimes, so they need to be stored
# as integers.
index_group.create_dataset(DAY, data=days.astype(np.int64))
log.debug(
'Wrote {} group to file {}',
index_group.name,
self._filename,
)
# Write start and end dates for each sid.
start_date_ixs, end_date_ixs = compute_asset_lifetimes(frames)
lifetimes_group.create_dataset(START_DATE, data=start_date_ixs)
lifetimes_group.create_dataset(END_DATE, data=end_date_ixs)
if len(sids):
chunks = (len(sids), min(self._date_chunk_size, len(days)))
else:
# h5py crashes if we provide chunks for empty data.
chunks = None
for field in FIELDS:
frame = frames[field]
# Sort rows by increasing sid, and columns by increasing date.
frame.sort_index(inplace=True)
frame.sort_index(axis='columns', inplace=True)
data = coerce_to_uint32(
frame.T.fillna(0).values,
scaling_factors[field],
)
dataset = data_group.create_dataset(
field,
compression='lzf',
shuffle=True,
data=data,
chunks=chunks,
)
dataset.attrs[SCALING_FACTOR] = scaling_factors[field]
log.debug(
'Writing dataset {} to file {}',
dataset.name, self._filename
) | [
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] | Write the OHLCV data for one country to the HDF5 file.
Parameters
----------
country_code : str
The ISO 3166 alpha-2 country code for this country.
frames : dict[str, pd.DataFrame]
A dict mapping each OHLCV field to a dataframe with a row
for each date and a column for each sid. The dataframes need
to have the same index and columns.
scaling_factors : dict[str, float], optional
A dict mapping each OHLCV field to a scaling factor, which
is applied (as a multiplier) to the values of field to
efficiently store them as uint32, while maintaining desired
precision. These factors are written to the file as metadata,
which is consumed by the reader to adjust back to the original
float values. Default is None, in which case
DEFAULT_SCALING_FACTORS is used. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L220-L307 | train | Writes the OHLCV data for one country to the HDF5 file. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(333 - 285) + '\x6f' + chr(0b110001) + chr(50) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11 + 0o61), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\064' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(51) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6106 - 5995) + chr(51) + chr(55) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\062' + chr(0b110100 + 0o2) + '\065', 0b1000), ehT0Px3KOsy9(chr(493 - 445) + '\157' + chr(51) + '\x37' + chr(1604 - 1551), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(2632 - 2577), 0b1000), ehT0Px3KOsy9(chr(1363 - 1315) + chr(111) + '\x31' + '\067' + chr(0b1101 + 0o52), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b101100 + 0o5) + '\062' + chr(0b110000 + 0o4), 11863 - 11855), ehT0Px3KOsy9('\060' + chr(7768 - 7657) + '\061' + chr(0b11011 + 0o32) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + '\x33' + '\067' + chr(2238 - 2185), 8), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + chr(0b100101 + 0o14) + '\x37' + '\x37', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(620 - 571) + chr(0b101100 + 0o11) + chr(1297 - 1248), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b11101 + 0o24) + chr(0b1011 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\067' + chr(173 - 125), 0o10), ehT0Px3KOsy9(chr(662 - 614) + chr(2101 - 1990) + '\x33' + chr(50) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\x32' + chr(2518 - 2467), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\061' + chr(0b1001 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + chr(10250 - 10139) + chr(0b110001) + '\x32' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(11118 - 11007) + chr(51) + '\066' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b111 + 0o53) + chr(1068 - 1016) + chr(0b11011 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(9590 - 9479) + '\x33' + chr(336 - 282) + chr(0b1100 + 0o53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\061' + chr(1087 - 1032), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1 + 0o61) + chr(0b110101) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11357 - 11246) + chr(50) + chr(49) + '\x37', 8619 - 8611), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(50) + chr(0b11100 + 0o30) + chr(718 - 665), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + chr(53), 64378 - 64370), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(6002 - 5891) + chr(51) + '\065' + chr(746 - 695), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b110000) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1669 - 1621) + chr(0b1011001 + 0o26) + '\x33' + '\060' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1001 + 0o52) + chr(0b110000) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\060' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1651 - 1596) + chr(2282 - 2227), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\067' + chr(2717 - 2664), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(1999 - 1949), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + chr(1010 - 955) + chr(0b110000 + 0o7), 8), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(0b110101) + '\x31', 32379 - 32371)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + '\065' + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'~'), chr(0b1100100) + chr(0b100111 + 0o76) + chr(99) + chr(5503 - 5392) + chr(3201 - 3101) + chr(101))(chr(6655 - 6538) + chr(0b1110100) + '\x66' + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b, qWaPePhAr01m, RlRNrq1190ue, SNu3p0vQYwZa=None):
if SNu3p0vQYwZa is None:
SNu3p0vQYwZa = PtXdmPx09qFu
with xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'81;;\x93\xd9\x98'), '\144' + chr(0b1011110 + 0o7) + '\x63' + chr(111) + '\x64' + chr(0b1100101))('\x75' + chr(0b1100100 + 0o20) + '\146' + chr(1796 - 1751) + chr(56)))(mode=xafqLlk3kkUe(SXOLrMavuUCe(b'1'), '\144' + '\145' + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + chr(0b101101 + 0o71) + chr(1517 - 1472) + chr(0b111000))) as pQUW2um5i6vi:
pQUW2um5i6vi.oIhwMA96NShQ[xafqLlk3kkUe(SXOLrMavuUCe(b'&a\x16.\x93\xda\x93'), '\144' + chr(0b1100101) + '\143' + chr(0b1100010 + 0o15) + '\x64' + '\145')(chr(0b101000 + 0o115) + chr(0b1001000 + 0o54) + '\x66' + '\055' + '\070')] = YOYzvKcVtUFy
z9DCQK2zIhvZ = pQUW2um5i6vi.create_group(qWaPePhAr01m)
wQNajVYxWw8o = z9DCQK2zIhvZ.create_group(AYIz1LBYraWC)
XHmAiX6eWAt0 = z9DCQK2zIhvZ.create_group(Qxn_6zDeL8b7)
fjd8XnYI_8Sa = z9DCQK2zIhvZ.create_group(jzDaw2zrP7Ov)
(pK4JeU_HEqWM, vpNBss375oFz) = KGcA1K8ZxsGy(YyaZ4tpXu4lf(RlRNrq1190ue.SPnCNu54H1db()))
xafqLlk3kkUe(XHmAiX6eWAt0, xafqLlk3kkUe(SXOLrMavuUCe(b'3v\x01<\x8e\xd0\xa2c\x1e \x0e\x8e\x1a\x1d'), chr(0b1100100) + chr(7798 - 7697) + chr(0b10010 + 0o121) + '\x6f' + '\144' + '\145')(chr(117) + '\x74' + '\x66' + chr(664 - 619) + chr(0b11010 + 0o36)))(N83OnhP1DiQV, data=vpNBss375oFz)
xafqLlk3kkUe(XHmAiX6eWAt0, xafqLlk3kkUe(SXOLrMavuUCe(b'3v\x01<\x8e\xd0\xa2c\x1e \x0e\x8e\x1a\x1d'), chr(0b1000010 + 0o42) + chr(2017 - 1916) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(2239 - 2122) + chr(1066 - 950) + '\x66' + chr(0b101101) + chr(0b111000)))(pvTRrEcVzmuZ, data=xafqLlk3kkUe(pK4JeU_HEqWM, xafqLlk3kkUe(SXOLrMavuUCe(b'1w\x10$\x8a\xd0'), '\x64' + '\x65' + '\143' + chr(0b1010000 + 0o37) + chr(0b1000101 + 0o37) + chr(0b101001 + 0o74))(chr(642 - 525) + chr(0b1110100) + chr(2326 - 2224) + chr(45) + chr(56)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'9j\x10k\xce'), chr(5620 - 5520) + chr(7619 - 7518) + '\143' + chr(10450 - 10339) + chr(100) + chr(101))('\x75' + '\x74' + '\146' + chr(45) + chr(811 - 755)))))
xafqLlk3kkUe(WHAFymdp8Jcy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04I36\x98\xd9\xceEF,\x04\x8b'), chr(100) + '\145' + chr(0b11010 + 0o111) + '\157' + chr(100) + chr(9087 - 8986))(chr(0b1110101) + '\x74' + chr(102) + '\055' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b"\x07v\x0b)\x9f\x95\x86z_3\x1d\x92\n\x19'\xbaW\xf5u!=\x90\x82\x8c\xb2"), chr(100) + chr(9124 - 9023) + '\143' + chr(0b1101111) + chr(100) + '\x65')(chr(12284 - 12167) + '\x74' + '\x66' + chr(1209 - 1164) + chr(56)), xafqLlk3kkUe(XHmAiX6eWAt0, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11M\x12\x17\xa8\xcf\xb1c;2\x08\xbb'), chr(4249 - 4149) + chr(1340 - 1239) + chr(0b1000100 + 0o37) + chr(4746 - 4635) + chr(0b10100 + 0o120) + '\x65')('\165' + chr(116) + chr(0b1111 + 0o127) + '\055' + '\x38')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0fb\r1\x9f\xdb\x9cj\x1a'), chr(0b100111 + 0o75) + chr(0b110 + 0o137) + chr(2928 - 2829) + '\157' + chr(4085 - 3985) + chr(5333 - 5232))(chr(5606 - 5489) + chr(0b1001111 + 0o45) + chr(5310 - 5208) + chr(0b101101) + chr(56))))
(dUxq3vJD4XbS, dbPWTvZuInoS) = rbfnwu5iE4yz(RlRNrq1190ue)
xafqLlk3kkUe(fjd8XnYI_8Sa, xafqLlk3kkUe(SXOLrMavuUCe(b'3v\x01<\x8e\xd0\xa2c\x1e \x0e\x8e\x1a\x1d'), chr(1620 - 1520) + '\145' + chr(0b110010 + 0o61) + chr(0b1101111) + '\x64' + chr(8052 - 7951))(chr(7887 - 7770) + chr(116) + chr(586 - 484) + chr(0b101101) + chr(1301 - 1245)))(fVLLkghxa6PP, data=dUxq3vJD4XbS)
xafqLlk3kkUe(fjd8XnYI_8Sa, xafqLlk3kkUe(SXOLrMavuUCe(b'3v\x01<\x8e\xd0\xa2c\x1e \x0e\x8e\x1a\x1d'), chr(100) + chr(4044 - 3943) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1000110 + 0o57) + chr(1864 - 1748) + '\146' + '\x2d' + '\x38'))(mpNOLwrFCOdZ, data=dbPWTvZuInoS)
if c2A0yzQpDQB3(vpNBss375oFz):
XVRfrZhsDVHr = (c2A0yzQpDQB3(vpNBss375oFz), Dx22bkKPdt5d(oVre8I6UXc3b._date_chunk_size, c2A0yzQpDQB3(pK4JeU_HEqWM)))
else:
XVRfrZhsDVHr = None
for fEcfxx4smAdS in _yWg3UHwtS7H:
C4IqNNmLfHXB = RlRNrq1190ue[fEcfxx4smAdS]
xafqLlk3kkUe(C4IqNNmLfHXB, xafqLlk3kkUe(SXOLrMavuUCe(b'#k\x16)\xa5\xdc\x93c\x1a,'), '\144' + '\x65' + '\143' + '\x6f' + chr(5572 - 5472) + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(1013 - 968) + chr(0b111000)))(inplace=ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(49), ord("\x08")))
xafqLlk3kkUe(C4IqNNmLfHXB, xafqLlk3kkUe(SXOLrMavuUCe(b'#k\x16)\xa5\xdc\x93c\x1a,'), chr(8444 - 8344) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(10080 - 9963) + chr(116) + chr(7120 - 7018) + chr(0b101101) + '\070'))(axis=xafqLlk3kkUe(SXOLrMavuUCe(b'3k\x08(\x97\xdb\x8e'), chr(0b1100010 + 0o2) + '\x65' + chr(8976 - 8877) + chr(111) + chr(482 - 382) + '\x65')('\x75' + chr(12024 - 11908) + chr(0b1100110) + chr(0b101101) + chr(0b10101 + 0o43)), inplace=ehT0Px3KOsy9(chr(48) + chr(4578 - 4467) + '\x31', 8))
ULnjp6D6efFH = ZZ3UpSiYFCDu(C4IqNNmLfHXB.T.fillna(ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1001 + 0o146) + chr(48), ord("\x08"))).SPnCNu54H1db, SNu3p0vQYwZa[fEcfxx4smAdS])
xQt6gV9VfTO3 = wQNajVYxWw8o.create_dataset(fEcfxx4smAdS, compression=xafqLlk3kkUe(SXOLrMavuUCe(b'<~\x02'), '\x64' + chr(0b10011 + 0o122) + '\143' + '\157' + '\144' + chr(3602 - 3501))(chr(117) + chr(0b1001110 + 0o46) + chr(0b1100110) + chr(45) + chr(56)), shuffle=ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + '\x31', 8), data=ULnjp6D6efFH, chunks=XVRfrZhsDVHr)
xQt6gV9VfTO3.oIhwMA96NShQ[M8vbOQhquEHl] = SNu3p0vQYwZa[fEcfxx4smAdS]
xafqLlk3kkUe(WHAFymdp8Jcy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04I36\x98\xd9\xceEF,\x04\x8b'), '\144' + chr(0b1100101) + '\x63' + '\157' + chr(0b10000 + 0o124) + '\145')(chr(10957 - 10840) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(1734 - 1678)))(xafqLlk3kkUe(SXOLrMavuUCe(b"\x07v\r)\x93\xdb\x9a'\x1b5\x1b\x9c\x0c\x0cs\xeeC\xa83<>\xd5\xc4\x9e\xa3\xcb\xaf\xdeo"), chr(0b110 + 0o136) + chr(7009 - 6908) + chr(0b100011 + 0o100) + chr(9549 - 9438) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b101000 + 0o114) + '\x66' + '\x2d' + '\x38'), xafqLlk3kkUe(xQt6gV9VfTO3, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11M\x12\x17\xa8\xcf\xb1c;2\x08\xbb'), chr(100) + chr(0b1010110 + 0o17) + '\x63' + chr(111) + chr(100) + '\145')(chr(0b1000101 + 0o60) + chr(0b1110100) + chr(663 - 561) + chr(887 - 842) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0fb\r1\x9f\xdb\x9cj\x1a'), '\144' + chr(101) + chr(0b1100011) + '\x6f' + chr(5711 - 5611) + '\x65')(chr(0b101100 + 0o111) + chr(116) + '\x66' + '\055' + chr(56)))) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarWriter.write_from_sid_df_pairs | def write_from_sid_df_pairs(self,
country_code,
data,
scaling_factors=None):
"""
Parameters
----------
country_code : str
The ISO 3166 alpha-2 country code for this country.
data : iterable[tuple[int, pandas.DataFrame]]
The data chunks to write. Each chunk should be a tuple of
sid and the data for that asset.
scaling_factors : dict[str, float], optional
A dict mapping each OHLCV field to a scaling factor, which
is applied (as a multiplier) to the values of field to
efficiently store them as uint32, while maintaining desired
precision. These factors are written to the file as metadata,
which is consumed by the reader to adjust back to the original
float values. Default is None, in which case
DEFAULT_SCALING_FACTORS is used.
"""
data = list(data)
if not data:
empty_frame = pd.DataFrame(
data=None,
index=np.array([], dtype='datetime64[ns]'),
columns=np.array([], dtype='int64'),
)
return self.write(
country_code,
{f: empty_frame.copy() for f in FIELDS},
scaling_factors,
)
sids, frames = zip(*data)
ohlcv_frame = pd.concat(frames)
# Repeat each sid for each row in its corresponding frame.
sid_ix = np.repeat(sids, [len(f) for f in frames])
# Add id to the index, so the frame is indexed by (date, id).
ohlcv_frame.set_index(sid_ix, append=True, inplace=True)
frames = {
field: ohlcv_frame[field].unstack()
for field in FIELDS
}
return self.write(country_code, frames, scaling_factors) | python | def write_from_sid_df_pairs(self,
country_code,
data,
scaling_factors=None):
"""
Parameters
----------
country_code : str
The ISO 3166 alpha-2 country code for this country.
data : iterable[tuple[int, pandas.DataFrame]]
The data chunks to write. Each chunk should be a tuple of
sid and the data for that asset.
scaling_factors : dict[str, float], optional
A dict mapping each OHLCV field to a scaling factor, which
is applied (as a multiplier) to the values of field to
efficiently store them as uint32, while maintaining desired
precision. These factors are written to the file as metadata,
which is consumed by the reader to adjust back to the original
float values. Default is None, in which case
DEFAULT_SCALING_FACTORS is used.
"""
data = list(data)
if not data:
empty_frame = pd.DataFrame(
data=None,
index=np.array([], dtype='datetime64[ns]'),
columns=np.array([], dtype='int64'),
)
return self.write(
country_code,
{f: empty_frame.copy() for f in FIELDS},
scaling_factors,
)
sids, frames = zip(*data)
ohlcv_frame = pd.concat(frames)
# Repeat each sid for each row in its corresponding frame.
sid_ix = np.repeat(sids, [len(f) for f in frames])
# Add id to the index, so the frame is indexed by (date, id).
ohlcv_frame.set_index(sid_ix, append=True, inplace=True)
frames = {
field: ohlcv_frame[field].unstack()
for field in FIELDS
}
return self.write(country_code, frames, scaling_factors) | [
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data : iterable[tuple[int, pandas.DataFrame]]
The data chunks to write. Each chunk should be a tuple of
sid and the data for that asset.
scaling_factors : dict[str, float], optional
A dict mapping each OHLCV field to a scaling factor, which
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L309-L357 | train | Writes the data to the ISO 3166 - 2 file. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110111), 37090 - 37082), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(864 - 811) + '\x36', 58240 - 58232), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + chr(49) + chr(1339 - 1288) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(49) + chr(54), 35733 - 35725), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b110000) + '\063', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(674 - 622) + '\067', 40502 - 40494), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(52) + chr(0b110000), 18052 - 18044), ehT0Px3KOsy9(chr(2063 - 2015) + '\157' + chr(0b11110 + 0o25) + chr(0b110001) + chr(980 - 931), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x37' + '\061', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\x30' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(2895 - 2784) + '\062' + '\067' + chr(1122 - 1068), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1100010 + 0o15) + chr(921 - 870) + chr(0b10101 + 0o41) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10892 - 10781) + chr(0b1 + 0o60) + chr(49) + chr(743 - 693), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(1342 - 1287) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6937 - 6826) + chr(51) + chr(1491 - 1437) + chr(1974 - 1923), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100000 + 0o25) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(1461 - 1413) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110000) + chr(0b11000 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + chr(1232 - 1183) + chr(49) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + chr(0b110011 + 0o2), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(2309 - 2259), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1641 - 1591) + chr(49) + '\060', 59615 - 59607), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b10011 + 0o134) + chr(211 - 161) + chr(52) + chr(0b11 + 0o55), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(0b101111 + 0o3) + chr(0b1101 + 0o47) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\x32' + '\x36' + chr(709 - 660), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b11010 + 0o34) + chr(54), 33022 - 33014), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4886 - 4775) + chr(645 - 594) + '\x37' + '\x34', 8), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b110011) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10011 + 0o36) + '\x31' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + chr(51) + chr(53) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101010 + 0o10) + chr(48) + chr(685 - 630), 33112 - 33104), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1000111 + 0o50) + '\x32' + '\063' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(305 - 257) + '\157' + chr(1036 - 987) + chr(55) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(65 - 15) + chr(0b11001 + 0o30) + chr(0b110 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(2267 - 2219) + '\x6f' + chr(50) + chr(48) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1742 - 1692) + '\065' + '\x33', 10420 - 10412), ehT0Px3KOsy9(chr(51 - 3) + chr(9985 - 9874) + chr(0b1000 + 0o51) + chr(0b10101 + 0o33), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11096 - 10985) + '\x32' + chr(51) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5731 - 5620) + chr(2490 - 2440) + chr(1671 - 1616) + '\x33', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'!'), '\144' + chr(8916 - 8815) + chr(0b1100011) + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(116) + chr(102) + '\x2d' + chr(0b1001 + 0o57)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def c1YkQ9Knb1Eb(oVre8I6UXc3b, qWaPePhAr01m, ULnjp6D6efFH, SNu3p0vQYwZa=None):
ULnjp6D6efFH = YyaZ4tpXu4lf(ULnjp6D6efFH)
if not ULnjp6D6efFH:
Ofr8rjJbWvpe = dubtF9GfzOdC.DataFrame(data=None, index=WqUC3KWvYVup.B0ePDhpqxN5n([], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'k\xcf+\xeb\xf7\xce\xcd\xac\xcfu\xe5\x9d9\xa1'), chr(0b100101 + 0o77) + chr(0b11010 + 0o113) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(2885 - 2784))(chr(1739 - 1622) + chr(0b1101001 + 0o13) + chr(0b1100110) + chr(0b101101) + '\070')), columns=WqUC3KWvYVup.B0ePDhpqxN5n([], dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'f\xc0+\xb8\xb7'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(2873 - 2762) + chr(1419 - 1319) + chr(0b1100101))(chr(117) + chr(116) + chr(6954 - 6852) + chr(0b100110 + 0o7) + chr(0b111000))))
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xdc6\xfa\xe6'), '\144' + chr(0b1010000 + 0o25) + chr(0b1100011) + chr(111) + chr(100) + chr(101))(chr(0b110 + 0o157) + '\164' + chr(0b1101 + 0o131) + '\055' + chr(0b101011 + 0o15)))(qWaPePhAr01m, {EGyt1xfPT1P6: xafqLlk3kkUe(Ofr8rjJbWvpe, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xc9\x0b\xe6\xcb\xf4\x94\xa3\x8e\x17\xcd\x92'), chr(100) + chr(0b1100101) + '\x63' + '\x6f' + '\x64' + chr(0b1100101))('\165' + '\164' + chr(0b100000 + 0o106) + chr(1927 - 1882) + chr(0b111000)))() for EGyt1xfPT1P6 in _yWg3UHwtS7H}, SNu3p0vQYwZa)
(vpNBss375oFz, RlRNrq1190ue) = pZ0NK2y6HRbn(*ULnjp6D6efFH)
Ve37DIkTxzLz = dubtF9GfzOdC.concat(RlRNrq1190ue)
jfED8bEg0Tti = WqUC3KWvYVup.repeat(vpNBss375oFz, [c2A0yzQpDQB3(EGyt1xfPT1P6) for EGyt1xfPT1P6 in RlRNrq1190ue])
xafqLlk3kkUe(Ve37DIkTxzLz, xafqLlk3kkUe(SXOLrMavuUCe(b'|\xcb+\xd1\xea\xc9\xc4\xac\x81'), '\144' + '\145' + chr(6223 - 6124) + chr(111) + chr(0b1100100) + chr(101))('\x75' + chr(5920 - 5804) + '\146' + chr(45) + chr(1206 - 1150)))(jfED8bEg0Tti, append=ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101 + 0o54), 8), inplace=ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b10 + 0o57), 8))
RlRNrq1190ue = {fEcfxx4smAdS: Ve37DIkTxzLz[fEcfxx4smAdS].unstack() for fEcfxx4smAdS in _yWg3UHwtS7H}
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xdc6\xfa\xe6'), chr(2775 - 2675) + '\145' + chr(99) + '\x6f' + chr(834 - 734) + '\x65')(chr(117) + chr(0b110110 + 0o76) + '\x66' + '\x2d' + chr(56)))(qWaPePhAr01m, RlRNrq1190ue, SNu3p0vQYwZa) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarReader.from_file | def from_file(cls, h5_file, country_code):
"""
Construct from an h5py.File and a country code.
Parameters
----------
h5_file : h5py.File
An HDF5 daily pricing file.
country_code : str
The ISO 3166 alpha-2 country code for the country to read.
"""
if h5_file.attrs['version'] != VERSION:
raise ValueError(
'mismatched version: file is of version %s, expected %s' % (
h5_file.attrs['version'],
VERSION,
),
)
return cls(h5_file[country_code]) | python | def from_file(cls, h5_file, country_code):
"""
Construct from an h5py.File and a country code.
Parameters
----------
h5_file : h5py.File
An HDF5 daily pricing file.
country_code : str
The ISO 3166 alpha-2 country code for the country to read.
"""
if h5_file.attrs['version'] != VERSION:
raise ValueError(
'mismatched version: file is of version %s, expected %s' % (
h5_file.attrs['version'],
VERSION,
),
)
return cls(h5_file[country_code]) | [
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Parameters
----------
h5_file : h5py.File
An HDF5 daily pricing file.
country_code : str
The ISO 3166 alpha-2 country code for the country to read. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L424-L443 | train | Construct a new object from an HDF5 daily pricing file and a country code. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1102 - 1054) + chr(111) + '\061' + chr(0b110111) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(633 - 583) + chr(1645 - 1594) + '\062', 46953 - 46945), ehT0Px3KOsy9('\060' + '\157' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(1554 - 1499), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b10001 + 0o136) + chr(0b110011 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(1834 - 1785) + '\x30' + '\067', 37670 - 37662), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x32' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(6068 - 5957) + '\062' + chr(53) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(48) + '\065', 0o10), ehT0Px3KOsy9(chr(521 - 473) + '\157' + '\063' + chr(0b110011) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1534 - 1485) + '\067' + chr(51), 8), ehT0Px3KOsy9(chr(1822 - 1774) + '\157' + '\062' + chr(0b110100) + chr(55), 55458 - 55450), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(2781 - 2670) + '\x32' + chr(53) + chr(2525 - 2474), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(290 - 236) + '\060', 7337 - 7329), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(414 - 360) + chr(0b100 + 0o54), 30605 - 30597), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(170 - 121) + chr(226 - 171) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10100 + 0o42), 8), ehT0Px3KOsy9('\x30' + chr(5760 - 5649) + '\062' + '\x34' + chr(0b110111), 8), ehT0Px3KOsy9(chr(659 - 611) + chr(0b1101111) + chr(0b11000 + 0o33) + '\064' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11 + 0o60) + chr(0b110001) + '\062', 60477 - 60469), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + '\x31' + chr(53) + chr(1749 - 1700), 36150 - 36142), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001 + 0o2) + '\x35' + '\x37', 0b1000), ehT0Px3KOsy9(chr(707 - 659) + chr(111) + chr(2330 - 2280) + chr(2251 - 2196) + chr(0b11011 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110001) + chr(0b100101 + 0o16), 54529 - 54521), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(1909 - 1859) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(0b110011) + '\062', 17651 - 17643), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b10001 + 0o42) + chr(1115 - 1067), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(1070 - 1020) + chr(193 - 142), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(1819 - 1765) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(2087 - 2035) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1076 - 1028) + '\157' + chr(51) + chr(0b110110) + chr(0b110010 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b101100 + 0o5) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(2461 - 2411) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(0b1000101 + 0o52) + '\x32' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1820 - 1709) + '\x34' + '\062', 0b1000), ehT0Px3KOsy9(chr(1378 - 1330) + chr(0b1011111 + 0o20) + chr(0b110011) + chr(0b110001) + '\x34', 33772 - 33764), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9196 - 9085) + '\067', 36753 - 36745), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x32' + '\x32', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'U'), chr(100) + chr(0b1100101) + chr(99) + chr(111) + chr(0b1011100 + 0o10) + '\145')(chr(0b10110 + 0o137) + chr(0b101101 + 0o107) + chr(8145 - 8043) + '\x2d' + chr(2459 - 2403)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VgLkDK0ntFm1(NSstowUUZlxS, pQUW2um5i6vi, qWaPePhAr01m):
if xafqLlk3kkUe(pQUW2um5i6vi, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xd3ihK\x06i\x9c\xcb\x8a\x13\xf6'), chr(0b1100100) + '\x65' + '\143' + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(116) + '\146' + chr(0b1100 + 0o41) + chr(56)))[xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xffslo(>'), '\144' + '\145' + chr(0b10100 + 0o117) + chr(0b10001 + 0o136) + chr(0b1100100) + '\145')(chr(4688 - 4571) + '\x74' + chr(0b1100110) + chr(0b11001 + 0o24) + chr(208 - 152))] != YOYzvKcVtUFy:
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b"\x16\xf3rrg33\xc2\xe0\xbd[\xd1\xce\xc2C\x15i\xc9\xdd\xea\x0f\x86\xd1.vs_\xb8|W\xc2\x80\xac$eK\xa3m'\xf7\x08\xb6!z~75\xc9\xf1\xbc\x1f\x87\x8e\xc3"), '\x64' + chr(0b1001111 + 0o26) + chr(99) + chr(111) + '\x64' + chr(0b1100101))('\165' + '\x74' + '\146' + chr(609 - 564) + chr(0b111000)) % (xafqLlk3kkUe(pQUW2um5i6vi, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xd3ihK\x06i\x9c\xcb\x8a\x13\xf6'), chr(100) + '\145' + chr(0b1100011) + chr(111) + chr(3686 - 3586) + '\x65')(chr(0b111010 + 0o73) + chr(0b111011 + 0o71) + chr(102) + chr(0b101101) + chr(56)))[xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xffslo(>'), '\x64' + chr(0b1100101) + chr(99) + '\157' + chr(0b1010 + 0o132) + '\x65')(chr(1700 - 1583) + '\x74' + '\146' + chr(1328 - 1283) + '\070')], YOYzvKcVtUFy))
return NSstowUUZlxS(pQUW2um5i6vi[qWaPePhAr01m]) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarReader.from_path | def from_path(cls, path, country_code):
"""
Construct from a file path and a country code.
Parameters
----------
path : str
The path to an HDF5 daily pricing file.
country_code : str
The ISO 3166 alpha-2 country code for the country to read.
"""
return cls.from_file(h5py.File(path), country_code) | python | def from_path(cls, path, country_code):
"""
Construct from a file path and a country code.
Parameters
----------
path : str
The path to an HDF5 daily pricing file.
country_code : str
The ISO 3166 alpha-2 country code for the country to read.
"""
return cls.from_file(h5py.File(path), country_code) | [
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Parameters
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path : str
The path to an HDF5 daily pricing file.
country_code : str
The ISO 3166 alpha-2 country code for the country to read. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L446-L457 | train | Construct a new Australian Australia object from a file path and a country code. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(59 - 9) + chr(53) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(0b1000 + 0o52) + '\066', 49421 - 49413), ehT0Px3KOsy9(chr(1754 - 1706) + '\x6f' + '\063' + '\x31' + chr(276 - 227), 0o10), ehT0Px3KOsy9(chr(48) + chr(9218 - 9107) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110110) + chr(0b110011 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(162 - 114) + chr(111) + chr(0b11111 + 0o24) + '\062' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11001 + 0o31) + '\x31' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(857 - 803) + chr(0b1011 + 0o45), 48575 - 48567), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b110011) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b110110) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b10011 + 0o134) + chr(0b110011) + chr(1404 - 1350) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1747 - 1698) + chr(52) + chr(0b110110), 37121 - 37113), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1011 + 0o50) + chr(0b11101 + 0o25) + chr(0b0 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(888 - 835) + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(1445 - 1396) + '\x36' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11129 - 11018) + '\x34' + chr(0b100000 + 0o26), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + chr(49) + '\x33' + chr(0b1 + 0o66), 34774 - 34766), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b110100) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1001 + 0o50) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(1926 - 1878) + chr(0b110001), 62214 - 62206), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b110010) + chr(0b110111) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(8428 - 8317) + chr(0b110011) + chr(878 - 830) + chr(50), 0b1000), ehT0Px3KOsy9(chr(431 - 383) + chr(0b1101111) + chr(939 - 889) + chr(1845 - 1793) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b10000 + 0o137) + chr(0b110100 + 0o3) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(11839 - 11728) + chr(0b110100) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1010100 + 0o33) + chr(0b10011 + 0o40) + chr(0b101100 + 0o10) + chr(657 - 606), ord("\x08")), ehT0Px3KOsy9(chr(2200 - 2152) + '\x6f' + '\067' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100010 + 0o20) + chr(0b100111 + 0o14) + chr(52), 25774 - 25766), ehT0Px3KOsy9('\x30' + chr(111) + '\064' + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\066' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\065' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b111 + 0o55) + chr(503 - 449), 62463 - 62455), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(0b101101 + 0o5) + chr(0b1 + 0o57) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110110) + '\064', 0o10), ehT0Px3KOsy9(chr(412 - 364) + chr(111) + chr(0b110010) + '\062' + chr(1626 - 1577), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(54) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b110011) + chr(54), 44905 - 44897), ehT0Px3KOsy9(chr(0b110000) + chr(5638 - 5527) + '\063' + chr(0b110101) + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x84'), '\144' + chr(0b1100101) + '\x63' + chr(111) + chr(0b1100100) + '\145')(chr(8745 - 8628) + '\x74' + chr(102) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PsmyBEbBF6ht(NSstowUUZlxS, EaCjyhZptSer, qWaPePhAr01m):
return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xccd\xa6n\xea\xb3\xe7\xdc{'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(9917 - 9817) + '\x65')(chr(117) + chr(116) + '\x66' + chr(0b101101) + '\070'))(xafqLlk3kkUe(aKlwkq0m2IdK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xec\x7f\xa5f'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1101 + 0o127) + chr(0b100111 + 0o76))(chr(117) + chr(7986 - 7870) + chr(102) + '\055' + '\x38'))(EaCjyhZptSer), qWaPePhAr01m) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarReader.load_raw_arrays | def load_raw_arrays(self,
columns,
start_date,
end_date,
assets):
"""
Parameters
----------
columns : list of str
'open', 'high', 'low', 'close', or 'volume'
start_date: Timestamp
Beginning of the window range.
end_date: Timestamp
End of the window range.
assets : list of int
The asset identifiers in the window.
Returns
-------
list of np.ndarray
A list with an entry per field of ndarrays with shape
(minutes in range, sids) with a dtype of float64, containing the
values for the respective field over start and end dt range.
"""
self._validate_timestamp(start_date)
self._validate_timestamp(end_date)
start = start_date.asm8
end = end_date.asm8
date_slice = self._compute_date_range_slice(start, end)
n_dates = date_slice.stop - date_slice.start
# Create a buffer into which we'll read data from the h5 file.
# Allocate an extra row of space that will always contain null values.
# We'll use that space to provide "data" for entries in ``assets`` that
# are unknown to us.
full_buf = np.zeros((len(self.sids) + 1, n_dates), dtype=np.uint32)
# We'll only read values into this portion of the read buf.
mutable_buf = full_buf[:-1]
# Indexer that converts an array aligned to self.sids (which is what we
# pull from the h5 file) into an array aligned to ``assets``.
#
# Unknown assets will have an index of -1, which means they'll always
# pull from the last row of the read buffer. We allocated an extra
# empty row above so that these lookups will cause us to fill our
# output buffer with "null" values.
sid_selector = self._make_sid_selector(assets)
out = []
for column in columns:
# Zero the buffer to prepare to receive new data.
mutable_buf.fill(0)
dataset = self._country_group[DATA][column]
# Fill the mutable portion of our buffer with data from the file.
dataset.read_direct(
mutable_buf,
np.s_[:, date_slice],
)
# Select data from the **full buffer**. Unknown assets will pull
# from the last row, which is always empty.
out.append(self._postprocessors[column](full_buf[sid_selector].T))
return out | python | def load_raw_arrays(self,
columns,
start_date,
end_date,
assets):
"""
Parameters
----------
columns : list of str
'open', 'high', 'low', 'close', or 'volume'
start_date: Timestamp
Beginning of the window range.
end_date: Timestamp
End of the window range.
assets : list of int
The asset identifiers in the window.
Returns
-------
list of np.ndarray
A list with an entry per field of ndarrays with shape
(minutes in range, sids) with a dtype of float64, containing the
values for the respective field over start and end dt range.
"""
self._validate_timestamp(start_date)
self._validate_timestamp(end_date)
start = start_date.asm8
end = end_date.asm8
date_slice = self._compute_date_range_slice(start, end)
n_dates = date_slice.stop - date_slice.start
# Create a buffer into which we'll read data from the h5 file.
# Allocate an extra row of space that will always contain null values.
# We'll use that space to provide "data" for entries in ``assets`` that
# are unknown to us.
full_buf = np.zeros((len(self.sids) + 1, n_dates), dtype=np.uint32)
# We'll only read values into this portion of the read buf.
mutable_buf = full_buf[:-1]
# Indexer that converts an array aligned to self.sids (which is what we
# pull from the h5 file) into an array aligned to ``assets``.
#
# Unknown assets will have an index of -1, which means they'll always
# pull from the last row of the read buffer. We allocated an extra
# empty row above so that these lookups will cause us to fill our
# output buffer with "null" values.
sid_selector = self._make_sid_selector(assets)
out = []
for column in columns:
# Zero the buffer to prepare to receive new data.
mutable_buf.fill(0)
dataset = self._country_group[DATA][column]
# Fill the mutable portion of our buffer with data from the file.
dataset.read_direct(
mutable_buf,
np.s_[:, date_slice],
)
# Select data from the **full buffer**. Unknown assets will pull
# from the last row, which is always empty.
out.append(self._postprocessors[column](full_buf[sid_selector].T))
return out | [
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columns : list of str
'open', 'high', 'low', 'close', or 'volume'
start_date: Timestamp
Beginning of the window range.
end_date: Timestamp
End of the window range.
assets : list of int
The asset identifiers in the window.
Returns
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list of np.ndarray
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L462-L528 | train | Load the raw data from the h5 file into a list of np. ndarrays. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(1840 - 1790) + chr(2331 - 2279), 50334 - 50326), ehT0Px3KOsy9('\060' + chr(6436 - 6325) + chr(1796 - 1746) + '\061' + chr(0b1011 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1928 - 1817) + '\x36' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8388 - 8277) + chr(1423 - 1374) + chr(49) + chr(1508 - 1459), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11010 + 0o35) + chr(0b100011 + 0o17), 24502 - 24494), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(48) + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b1010 + 0o52) + '\060', 41564 - 41556), ehT0Px3KOsy9(chr(410 - 362) + '\157' + chr(0b101110 + 0o4) + chr(178 - 124), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b110010) + '\065' + chr(94 - 41), 0b1000), ehT0Px3KOsy9(chr(1320 - 1272) + chr(8678 - 8567) + chr(54) + chr(52), 11043 - 11035), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(1888 - 1833) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(2486 - 2375) + '\x32' + chr(2219 - 2170) + chr(1967 - 1917), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(360 - 309) + chr(0b110001 + 0o5) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(8550 - 8439) + chr(1853 - 1803) + chr(197 - 146) + chr(1766 - 1718), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1100101 + 0o12) + chr(49) + '\x32' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + '\062' + chr(2270 - 2215) + chr(0b111 + 0o57), 25150 - 25142), ehT0Px3KOsy9('\x30' + chr(8546 - 8435) + chr(49) + chr(0b101000 + 0o11) + chr(0b11110 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + chr(2118 - 2067) + '\063' + chr(0b101011 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(83 - 32) + chr(552 - 500), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(1459 - 1408) + chr(814 - 763) + '\066', 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + '\x33' + chr(52) + '\x35', 57740 - 57732), ehT0Px3KOsy9(chr(48) + chr(0b1010100 + 0o33) + chr(51) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(858 - 747) + chr(2414 - 2363) + chr(111 - 60) + chr(52), 32204 - 32196), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\x31' + chr(0b10011 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100101 + 0o16) + chr(1333 - 1281), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + chr(55), 7572 - 7564), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b10 + 0o60) + chr(0b11 + 0o57), 0b1000), ehT0Px3KOsy9(chr(440 - 392) + chr(111) + chr(0b11100 + 0o26) + chr(54) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + '\x33' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(55) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(4665 - 4554) + chr(50) + chr(0b100101 + 0o13) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + '\x35' + chr(0b101 + 0o53), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1010101 + 0o32) + chr(0b100000 + 0o24) + '\060', 39112 - 39104), ehT0Px3KOsy9(chr(1028 - 980) + chr(3369 - 3258) + '\063' + chr(51), 8), ehT0Px3KOsy9(chr(48) + chr(2070 - 1959) + chr(49) + '\067' + chr(207 - 159), 33031 - 33023)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2424 - 2371) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b':'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + chr(1106 - 1006) + chr(0b1100101))(chr(0b11 + 0o162) + '\164' + '\146' + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def A9J20cq0PRg7(oVre8I6UXc3b, qKlXBtn3PKy4, NcwNd9gvgEB5, joOGoPpJ_sck, YGFU3oxACPcg):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xffR%c^\xa3\x14s\xf2@\xd6\xe7\x95k\xec0\xd3>'), chr(5429 - 5329) + chr(0b1100101) + chr(0b1001111 + 0o24) + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + '\x74' + chr(102) + chr(0b101101) + chr(0b11110 + 0o32)))(NcwNd9gvgEB5)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xffR%c^\xa3\x14s\xf2@\xd6\xe7\x95k\xec0\xd3>'), chr(0b1100100) + chr(0b1100100 + 0o1) + chr(2165 - 2066) + '\x6f' + '\144' + '\x65')('\x75' + '\x74' + '\146' + chr(0b101101) + chr(56)))(joOGoPpJ_sck)
avRbFsnfJxQj = NcwNd9gvgEB5.asm8
whWDZq5_lP01 = joOGoPpJ_sck.asm8
RqfIMveAJLGT = oVre8I6UXc3b._compute_date_range_slice(avRbFsnfJxQj, whWDZq5_lP01)
TU7JqyUXEoo_ = RqfIMveAJLGT.i64wROPYXl1w - RqfIMveAJLGT.start
BuX2quClL9mL = WqUC3KWvYVup.zeros((c2A0yzQpDQB3(oVre8I6UXc3b.sids) + ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(896 - 847), 8), TU7JqyUXEoo_), dtype=WqUC3KWvYVup.uint32)
e880pAWHXjFr = BuX2quClL9mL[:-ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49), 8)]
aU4sOnrVXWxk = oVre8I6UXc3b._make_sid_selector(YGFU3oxACPcg)
UkrMp_I0RDmo = []
for Pl0JgJDv0QqN in qKlXBtn3PKy4:
xafqLlk3kkUe(e880pAWHXjFr, xafqLlk3kkUe(SXOLrMavuUCe(b'r\xe0_%'), chr(4975 - 4875) + chr(2188 - 2087) + '\143' + chr(111) + '\x64' + '\145')(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + '\070'))(ehT0Px3KOsy9('\060' + chr(0b1011100 + 0o23) + chr(0b110000), 15212 - 15204))
xQt6gV9VfTO3 = oVre8I6UXc3b._country_group[AYIz1LBYraWC][Pl0JgJDv0QqN]
xafqLlk3kkUe(xQt6gV9VfTO3, xafqLlk3kkUe(SXOLrMavuUCe(b'f\xecR-U^\xab\x12s\xce@'), '\144' + chr(0b1100101) + chr(0b1010 + 0o131) + chr(0b1000011 + 0o54) + chr(5069 - 4969) + chr(0b1100101))(chr(117) + chr(2950 - 2834) + '\x66' + '\x2d' + chr(0b101010 + 0o16)))(e880pAWHXjFr, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'g\xd6'), chr(100) + chr(0b1001100 + 0o31) + '\143' + chr(0b1101111) + '\x64' + chr(101))(chr(4610 - 4493) + '\x74' + '\146' + chr(45) + chr(2218 - 2162)))[:, RqfIMveAJLGT])
xafqLlk3kkUe(UkrMp_I0RDmo, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xf9C,d^'), chr(0b1100100) + '\145' + chr(6737 - 6638) + '\x6f' + '\x64' + '\145')('\165' + chr(116) + '\146' + '\x2d' + chr(0b100 + 0o64)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xf9\\:~J\xb0\x0fu\xc8G\xcc\xe5\x82k'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + '\145')(chr(0b1000110 + 0o57) + chr(116) + chr(0b100 + 0o142) + chr(45) + '\070'))[Pl0JgJDv0QqN](xafqLlk3kkUe(BuX2quClL9mL[aU4sOnrVXWxk], xafqLlk3kkUe(SXOLrMavuUCe(b'@'), '\x64' + chr(0b111100 + 0o51) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(116) + chr(0b1010011 + 0o23) + '\055' + chr(2963 - 2907)))))
return UkrMp_I0RDmo |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarReader._make_sid_selector | def _make_sid_selector(self, assets):
"""
Build an indexer mapping ``self.sids`` to ``assets``.
Parameters
----------
assets : list[int]
List of assets requested by a caller of ``load_raw_arrays``.
Returns
-------
index : np.array[int64]
Index array containing the index in ``self.sids`` for each location
in ``assets``. Entries in ``assets`` for which we don't have a sid
will contain -1. It is caller's responsibility to handle these
values correctly.
"""
assets = np.array(assets)
sid_selector = self.sids.searchsorted(assets)
unknown = np.in1d(assets, self.sids, invert=True)
sid_selector[unknown] = -1
return sid_selector | python | def _make_sid_selector(self, assets):
"""
Build an indexer mapping ``self.sids`` to ``assets``.
Parameters
----------
assets : list[int]
List of assets requested by a caller of ``load_raw_arrays``.
Returns
-------
index : np.array[int64]
Index array containing the index in ``self.sids`` for each location
in ``assets``. Entries in ``assets`` for which we don't have a sid
will contain -1. It is caller's responsibility to handle these
values correctly.
"""
assets = np.array(assets)
sid_selector = self.sids.searchsorted(assets)
unknown = np.in1d(assets, self.sids, invert=True)
sid_selector[unknown] = -1
return sid_selector | [
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List of assets requested by a caller of ``load_raw_arrays``.
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index : np.array[int64]
Index array containing the index in ``self.sids`` for each location
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L530-L551 | train | Build an indexer mapping self. sids to assets. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51), 8350 - 8342), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(51) + chr(0b110000) + chr(2245 - 2197), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + '\063' + chr(0b110010), 63855 - 63847), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001 + 0o6), 19194 - 19186), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2000 - 1951) + chr(1514 - 1463) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b110001) + chr(1778 - 1727) + chr(1874 - 1823), 0o10), ehT0Px3KOsy9(chr(1569 - 1521) + '\157' + '\x31' + '\x31' + '\062', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\x33' + '\x31' + chr(0b110111), 25870 - 25862), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(683 - 634) + '\061' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5451 - 5340) + chr(51) + chr(48) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7057 - 6946) + chr(54) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101001 + 0o10) + chr(2774 - 2719) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(597 - 549) + chr(11019 - 10908) + chr(0b110011) + chr(49) + chr(0b110001), 32633 - 32625), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1915 - 1864) + chr(0b110010) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(10045 - 9934) + chr(50) + chr(0b10010 + 0o43) + chr(0b110010), 33095 - 33087), ehT0Px3KOsy9(chr(48) + chr(8135 - 8024) + chr(155 - 104) + chr(1744 - 1694) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b1111 + 0o43) + '\x34' + chr(917 - 865), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x36' + '\x30', 441 - 433), ehT0Px3KOsy9(chr(1761 - 1713) + chr(111) + chr(0b110001) + '\064' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1450 - 1397) + '\x30', 13602 - 13594), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10010 + 0o135) + chr(50) + chr(0b110101) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1074 - 1026) + chr(0b1101111) + '\061' + chr(0b1110 + 0o43) + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(1774 - 1722) + '\x32', 0o10), ehT0Px3KOsy9(chr(932 - 884) + chr(111) + '\x33' + chr(50) + chr(454 - 405), 0b1000), ehT0Px3KOsy9(chr(836 - 788) + chr(11558 - 11447) + '\x33' + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(11355 - 11244) + '\x32' + chr(0b110101), 48097 - 48089), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(869 - 758) + chr(0b110010) + chr(760 - 711) + chr(0b101000 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1010110 + 0o31) + chr(2596 - 2545) + chr(0b110110) + chr(442 - 391), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11011 + 0o34) + chr(484 - 435), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b100000 + 0o24) + '\066', 6725 - 6717), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + '\063' + '\x37' + chr(2465 - 2410), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x35' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\061' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b110010) + chr(0b1011 + 0o54) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11424 - 11313) + '\x36' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11101 + 0o25) + chr(0b110001) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101000 + 0o7) + chr(0b110010) + chr(0b100111 + 0o13) + chr(54), 1289 - 1281), ehT0Px3KOsy9(chr(751 - 703) + '\157' + chr(0b110110) + chr(2444 - 2389), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(10934 - 10823) + chr(53) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'-'), chr(100) + '\x65' + chr(0b1100011) + chr(5707 - 5596) + chr(100) + '\x65')('\165' + chr(0b1100 + 0o150) + chr(5885 - 5783) + chr(355 - 310) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HfPAR6LtLzWS(oVre8I6UXc3b, YGFU3oxACPcg):
YGFU3oxACPcg = WqUC3KWvYVup.B0ePDhpqxN5n(YGFU3oxACPcg)
aU4sOnrVXWxk = oVre8I6UXc3b.sids.searchsorted(YGFU3oxACPcg)
rBW4vKf6Xa5F = WqUC3KWvYVup.in1d(YGFU3oxACPcg, oVre8I6UXc3b.sids, invert=ehT0Px3KOsy9(chr(48) + '\157' + '\061', ord("\x08")))
aU4sOnrVXWxk[rBW4vKf6Xa5F] = -ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 8)
return aU4sOnrVXWxk |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarReader._validate_assets | def _validate_assets(self, assets):
"""Validate that asset identifiers are contained in the daily bars.
Parameters
----------
assets : array-like[int]
The asset identifiers to validate.
Raises
------
NoDataForSid
If one or more of the provided asset identifiers are not
contained in the daily bars.
"""
missing_sids = np.setdiff1d(assets, self.sids)
if len(missing_sids):
raise NoDataForSid(
'Assets not contained in daily pricing file: {}'.format(
missing_sids
)
) | python | def _validate_assets(self, assets):
"""Validate that asset identifiers are contained in the daily bars.
Parameters
----------
assets : array-like[int]
The asset identifiers to validate.
Raises
------
NoDataForSid
If one or more of the provided asset identifiers are not
contained in the daily bars.
"""
missing_sids = np.setdiff1d(assets, self.sids)
if len(missing_sids):
raise NoDataForSid(
'Assets not contained in daily pricing file: {}'.format(
missing_sids
)
) | [
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Parameters
----------
assets : array-like[int]
The asset identifiers to validate.
Raises
------
NoDataForSid
If one or more of the provided asset identifiers are not
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L562-L583 | train | Validate that the provided asset identifiers are contained in the daily bars. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1103 - 1055) + chr(6360 - 6249) + chr(1873 - 1824) + chr(369 - 320) + chr(0b110110), 2291 - 2283), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x30' + chr(1789 - 1737), 3586 - 3578), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(50) + '\060' + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + chr(0b1101 + 0o52), 38541 - 38533), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + chr(0b100001 + 0o23), 39163 - 39155), ehT0Px3KOsy9('\060' + chr(5857 - 5746) + chr(0b100001 + 0o22) + chr(0b110000) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\x36' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1101 + 0o46) + '\x33' + chr(1456 - 1404), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110011) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110010) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7519 - 7408) + chr(0b110001) + chr(0b101011 + 0o12) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1461 - 1413) + chr(111) + '\061' + '\x34' + chr(1661 - 1609), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(11469 - 11358) + chr(51) + chr(51) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(2370 - 2318), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + '\x34' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(4862 - 4751) + chr(376 - 326) + chr(76 - 27) + '\x37', 30490 - 30482), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x30' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x33' + '\x33', 65233 - 65225), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100 + 0o57) + '\067' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b11100 + 0o33), 0b1000), ehT0Px3KOsy9(chr(1636 - 1588) + chr(5311 - 5200) + chr(1627 - 1577) + chr(53) + chr(1640 - 1586), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1000100 + 0o53) + chr(51) + chr(0b110011) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(51) + '\x36' + chr(49), 0b1000), ehT0Px3KOsy9(chr(833 - 785) + '\x6f' + chr(0b11000 + 0o33) + '\x35' + chr(0b110100), 29459 - 29451), ehT0Px3KOsy9('\x30' + chr(12256 - 12145) + '\x33' + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2118 - 2067) + chr(0b101 + 0o57) + chr(0b1111 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(55) + chr(1287 - 1235), 0b1000), ehT0Px3KOsy9('\060' + chr(7083 - 6972) + chr(50) + chr(0b10100 + 0o43) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(9690 - 9579) + chr(0b110001) + chr(55) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110001) + '\x35' + '\060', 21682 - 21674), ehT0Px3KOsy9(chr(48) + chr(10788 - 10677) + '\x32' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(1503 - 1392) + chr(0b110011) + chr(2015 - 1962), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100011 + 0o17) + chr(52) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(849 - 799) + chr(0b10100 + 0o37) + chr(48), 61616 - 61608), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(3488 - 3377) + chr(49) + chr(1257 - 1208) + chr(1941 - 1893), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(51) + chr(0b1100 + 0o44) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110001) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(48) + chr(0b1000 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + chr(4383 - 4272) + chr(0b101001 + 0o11) + '\060' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7720 - 7609) + '\061' + chr(438 - 385) + chr(0b0 + 0o66), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + '\x30', 10922 - 10914)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'`'), chr(100) + '\145' + '\x63' + '\x6f' + chr(100) + '\145')('\165' + chr(0b1011001 + 0o33) + '\x66' + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZLrbmw1fS75F(oVre8I6UXc3b, YGFU3oxACPcg):
tQJhd9pNyMj3 = WqUC3KWvYVup.setdiff1d(YGFU3oxACPcg, oVre8I6UXc3b.sids)
if c2A0yzQpDQB3(tQJhd9pNyMj3):
raise THxY6yQmIR8h(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xf7\xf4RP\xb0\x90\xb2\xf2\xe6M\x07\xb6rV\xee\xa8\xb5\x99k\x8e\xb1\x9f\xcc\x9c\x81U\xd1\x03Hdo\xcd\xfb!\xa8\xebg\xe6\x07"\xe1\xbd\x17_\xbe'), '\x64' + chr(0b1001010 + 0o33) + '\x63' + '\157' + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + '\146' + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xb0\xf5Xl\xa2\xe3\xef\xcd\xe2\x08\x0e'), '\144' + chr(0b1100101) + '\143' + chr(111) + '\x64' + chr(0b10010 + 0o123))(chr(0b1110101) + chr(0b1110100) + chr(0b101001 + 0o75) + '\055' + '\x38'))(tQJhd9pNyMj3)) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarReader.get_value | def get_value(self, sid, dt, field):
"""
Retrieve the value at the given coordinates.
Parameters
----------
sid : int
The asset identifier.
dt : pd.Timestamp
The timestamp for the desired data point.
field : string
The OHLVC name for the desired data point.
Returns
-------
value : float|int
The value at the given coordinates, ``float`` for OHLC, ``int``
for 'volume'.
Raises
------
NoDataOnDate
If the given dt is not a valid market minute (in minute mode) or
session (in daily mode) according to this reader's tradingcalendar.
"""
self._validate_assets([sid])
self._validate_timestamp(dt)
sid_ix = self.sids.searchsorted(sid)
dt_ix = self.dates.searchsorted(dt.asm8)
value = self._postprocessors[field](
self._country_group[DATA][field][sid_ix, dt_ix]
)
# When the value is nan, this dt may be outside the asset's lifetime.
# If that's the case, the proper NoDataOnDate exception is raised.
# Otherwise (when there's just a hole in the middle of the data), the
# nan is returned.
if np.isnan(value):
if dt.asm8 < self.asset_start_dates[sid_ix]:
raise NoDataBeforeDate()
if dt.asm8 > self.asset_end_dates[sid_ix]:
raise NoDataAfterDate()
return value | python | def get_value(self, sid, dt, field):
"""
Retrieve the value at the given coordinates.
Parameters
----------
sid : int
The asset identifier.
dt : pd.Timestamp
The timestamp for the desired data point.
field : string
The OHLVC name for the desired data point.
Returns
-------
value : float|int
The value at the given coordinates, ``float`` for OHLC, ``int``
for 'volume'.
Raises
------
NoDataOnDate
If the given dt is not a valid market minute (in minute mode) or
session (in daily mode) according to this reader's tradingcalendar.
"""
self._validate_assets([sid])
self._validate_timestamp(dt)
sid_ix = self.sids.searchsorted(sid)
dt_ix = self.dates.searchsorted(dt.asm8)
value = self._postprocessors[field](
self._country_group[DATA][field][sid_ix, dt_ix]
)
# When the value is nan, this dt may be outside the asset's lifetime.
# If that's the case, the proper NoDataOnDate exception is raised.
# Otherwise (when there's just a hole in the middle of the data), the
# nan is returned.
if np.isnan(value):
if dt.asm8 < self.asset_start_dates[sid_ix]:
raise NoDataBeforeDate()
if dt.asm8 > self.asset_end_dates[sid_ix]:
raise NoDataAfterDate()
return value | [
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Parameters
----------
sid : int
The asset identifier.
dt : pd.Timestamp
The timestamp for the desired data point.
field : string
The OHLVC name for the desired data point.
Returns
-------
value : float|int
The value at the given coordinates, ``float`` for OHLC, ``int``
for 'volume'.
Raises
------
NoDataOnDate
If the given dt is not a valid market minute (in minute mode) or
session (in daily mode) according to this reader's tradingcalendar. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L647-L693 | train | Retrieves the value at the given coordinates. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1689 - 1641) + chr(111) + chr(535 - 484) + chr(1451 - 1402) + chr(294 - 242), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110110) + chr(641 - 592), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101110 + 0o3) + chr(0b110000) + '\x35', 64018 - 64010), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\065' + chr(53), 0b1000), ehT0Px3KOsy9(chr(483 - 435) + chr(965 - 854) + chr(1257 - 1206) + '\067' + chr(0b1 + 0o57), 20559 - 20551), ehT0Px3KOsy9(chr(326 - 278) + chr(0b1101111) + chr(54) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110100) + chr(49), 7502 - 7494), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(54 - 5) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1252 - 1204) + chr(0b1101111) + chr(51) + '\x33' + chr(53), 37030 - 37022), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(1030 - 980) + chr(55) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(9551 - 9440) + '\x31' + chr(50) + chr(1120 - 1068), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101000 + 0o12) + '\x35' + chr(472 - 422), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\066' + chr(0b11110 + 0o22), 21414 - 21406), ehT0Px3KOsy9(chr(2136 - 2088) + chr(111) + '\x34' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1001 + 0o51) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1248 - 1199) + chr(0b110101), 34134 - 34126), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x36' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(50) + chr(0b110111) + chr(0b11 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32', 27253 - 27245), ehT0Px3KOsy9(chr(612 - 564) + '\157' + chr(50) + chr(0b110100) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4857 - 4746) + chr(0b110001) + '\060' + chr(1689 - 1639), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + '\062' + chr(52) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(49) + chr(1694 - 1644), 57486 - 57478), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b110000 + 0o2) + chr(0b110000), 15478 - 15470), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110011) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5526 - 5415) + chr(0b110001) + '\x30' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1510 - 1460) + '\x36' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(2531 - 2420) + chr(55) + chr(0b11111 + 0o22), 0b1000), ehT0Px3KOsy9(chr(850 - 802) + chr(0b1101111) + '\x34' + chr(50), 8), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(53) + chr(49), 56352 - 56344), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1011 + 0o46) + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1010 + 0o47) + '\x33' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1224 - 1175) + '\067' + chr(1401 - 1348), 0o10), ehT0Px3KOsy9(chr(1778 - 1730) + chr(0b1101111) + chr(0b110001) + '\065' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x37' + '\x36', 47660 - 47652), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(2381 - 2326), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(0b110011) + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\067', 13267 - 13259), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1581 - 1532) + chr(0b110000 + 0o6) + chr(0b101011 + 0o12), 38916 - 38908), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(160 - 49) + chr(1541 - 1490) + chr(0b101001 + 0o10) + chr(0b101001 + 0o12), 45140 - 45132)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(871 - 823) + chr(0b1101111) + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2'), chr(0b1001011 + 0o31) + chr(0b1100101) + '\143' + chr(6286 - 6175) + chr(5359 - 5259) + chr(0b1100101))(chr(13650 - 13533) + chr(116) + chr(5137 - 5035) + chr(0b11 + 0o52) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lHhjxomyubLj(oVre8I6UXc3b, Cli4Sf5HnGOS, OmU3Un949MWT, fEcfxx4smAdS):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93G$\x81\x91S\x00>\xb8\xe65\xd9\x03Ge~'), chr(100) + '\x65' + chr(9058 - 8959) + '\157' + chr(0b1100100) + chr(310 - 209))(chr(0b1110101) + chr(0b1110100) + chr(0b1011000 + 0o16) + chr(45) + '\070'))([Cli4Sf5HnGOS])
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93G$\x81\x91S\x00>\xb8\xe6 \xc3\x1dGby\xd7\xd7r'), chr(9059 - 8959) + chr(0b1000011 + 0o42) + '\x63' + '\157' + chr(100) + chr(0b100001 + 0o104))('\165' + chr(116) + '\x66' + '\x2d' + chr(56)))(OmU3Un949MWT)
jfED8bEg0Tti = oVre8I6UXc3b.sids.searchsorted(Cli4Sf5HnGOS)
rTkYnYJVTp2h = oVre8I6UXc3b.dates.searchsorted(OmU3Un949MWT.asm8)
QmmgWUB13VCJ = oVre8I6UXc3b._postprocessors[fEcfxx4smAdS](oVre8I6UXc3b._country_group[AYIz1LBYraWC][fEcfxx4smAdS][jfED8bEg0Tti, rTkYnYJVTp2h])
if xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\x7fq\xbf\xaem 2\x97\xfc<\xda'), chr(8513 - 8413) + chr(0b1011110 + 0o7) + '\143' + '\157' + '\x64' + chr(101))('\x75' + chr(0b1101010 + 0o12) + chr(8031 - 7929) + '\055' + chr(0b1001 + 0o57)))(QmmgWUB13VCJ):
if xafqLlk3kkUe(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xadB(\xd5'), chr(3950 - 3850) + '\x65' + chr(99) + '\157' + '\x64' + '\145')(chr(0b101101 + 0o110) + chr(11063 - 10947) + chr(102) + chr(0b11010 + 0o23) + '\070')) < xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xadB6\x88\x8ch\x12>\xbc\xcb \xf5\x14Ceh\xc5'), '\144' + chr(275 - 174) + chr(0b1010011 + 0o20) + chr(111) + chr(100) + chr(0b101001 + 0o74))(chr(117) + chr(116) + chr(102) + '\055' + chr(0b111000)))[jfED8bEg0Tti]:
raise F7LDqT44aTPB()
if xafqLlk3kkUe(OmU3Un949MWT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xadB(\xd5'), '\x64' + chr(9368 - 9267) + chr(8828 - 8729) + chr(0b1101111) + chr(100) + chr(0b101011 + 0o72))('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(2956 - 2900))) > xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xadB6\x88\x8ch\x04$\xb9\xe60\xcb\x04Gb'), chr(0b1100100) + '\x65' + '\143' + chr(6835 - 6724) + chr(0b1100011 + 0o1) + chr(0b1100101))(chr(0b10111 + 0o136) + chr(116) + '\146' + '\055' + chr(2694 - 2638)))[jfED8bEg0Tti]:
raise utlnCvuJLZvr()
return QmmgWUB13VCJ |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | HDF5DailyBarReader.get_last_traded_dt | def get_last_traded_dt(self, asset, dt):
"""
Get the latest day on or before ``dt`` in which ``asset`` traded.
If there are no trades on or before ``dt``, returns ``pd.NaT``.
Parameters
----------
asset : zipline.asset.Asset
The asset for which to get the last traded day.
dt : pd.Timestamp
The dt at which to start searching for the last traded day.
Returns
-------
last_traded : pd.Timestamp
The day of the last trade for the given asset, using the
input dt as a vantage point.
"""
sid_ix = self.sids.searchsorted(asset.sid)
# Used to get a slice of all dates up to and including ``dt``.
dt_limit_ix = self.dates.searchsorted(dt.asm8, side='right')
# Get the indices of all dates with nonzero volume.
nonzero_volume_ixs = np.ravel(
np.nonzero(self._country_group[DATA][VOLUME][sid_ix, :dt_limit_ix])
)
if len(nonzero_volume_ixs) == 0:
return pd.NaT
return pd.Timestamp(self.dates[nonzero_volume_ixs][-1], tz='UTC') | python | def get_last_traded_dt(self, asset, dt):
"""
Get the latest day on or before ``dt`` in which ``asset`` traded.
If there are no trades on or before ``dt``, returns ``pd.NaT``.
Parameters
----------
asset : zipline.asset.Asset
The asset for which to get the last traded day.
dt : pd.Timestamp
The dt at which to start searching for the last traded day.
Returns
-------
last_traded : pd.Timestamp
The day of the last trade for the given asset, using the
input dt as a vantage point.
"""
sid_ix = self.sids.searchsorted(asset.sid)
# Used to get a slice of all dates up to and including ``dt``.
dt_limit_ix = self.dates.searchsorted(dt.asm8, side='right')
# Get the indices of all dates with nonzero volume.
nonzero_volume_ixs = np.ravel(
np.nonzero(self._country_group[DATA][VOLUME][sid_ix, :dt_limit_ix])
)
if len(nonzero_volume_ixs) == 0:
return pd.NaT
return pd.Timestamp(self.dates[nonzero_volume_ixs][-1], tz='UTC') | [
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If there are no trades on or before ``dt``, returns ``pd.NaT``.
Parameters
----------
asset : zipline.asset.Asset
The asset for which to get the last traded day.
dt : pd.Timestamp
The dt at which to start searching for the last traded day.
Returns
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last_traded : pd.Timestamp
The day of the last trade for the given asset, using the
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L695-L726 | train | Get the latest day on or before dt in which asset traded. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x31' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(0b101100 + 0o7) + '\x34' + chr(1339 - 1291), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(1956 - 1905) + '\x37' + chr(0b100110 + 0o12), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110101) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(2003 - 1950) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(1312 - 1259) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(55) + chr(71 - 22), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(0b110011) + chr(0b110100) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(116 - 68) + '\x6f' + '\x32' + '\x30' + chr(0b1001 + 0o47), 0o10), ehT0Px3KOsy9(chr(2159 - 2111) + chr(0b1000110 + 0o51) + '\x33' + chr(80 - 27) + '\x34', 31957 - 31949), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100100 + 0o15) + '\060' + chr(329 - 275), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\066' + chr(0b0 + 0o62), 11951 - 11943), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(50) + '\x35' + chr(853 - 802), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(2020 - 1971) + chr(2182 - 2132), 27194 - 27186), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + '\062' + chr(0b10011 + 0o44) + chr(502 - 452), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11810 - 11699) + chr(0b110111) + '\x35', 11240 - 11232), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\063' + chr(2487 - 2432), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100100 + 0o21) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6887 - 6776) + chr(0b101011 + 0o10) + chr(50) + chr(2814 - 2759), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(9451 - 9340) + chr(0b110010) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(49) + '\x37' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(12127 - 12016) + chr(50) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\063' + chr(0b110010) + chr(1418 - 1370), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b10 + 0o63) + chr(0b10011 + 0o36), 8), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + '\x33' + chr(51) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x31' + '\060', 0o10), ehT0Px3KOsy9(chr(1147 - 1099) + chr(111) + '\x32' + chr(53) + chr(1983 - 1929), 468 - 460), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110010 + 0o3) + '\x30', 45493 - 45485), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + '\x33' + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(891 - 841) + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1110 + 0o141) + chr(0b11110 + 0o25) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(5353 - 5242) + chr(1025 - 975) + chr(1267 - 1215) + chr(0b110100), 50613 - 50605), ehT0Px3KOsy9(chr(48) + chr(111) + chr(273 - 222) + '\x37' + chr(0b1100 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + chr(0b110010) + chr(0b110101) + chr(54 - 4), 17508 - 17500), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(670 - 622), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(2925 - 2870) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100011 + 0o17) + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(3511 - 3400) + '\x33' + '\062' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b11010 + 0o27) + chr(51), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(0b110101) + chr(0b10100 + 0o34), 35466 - 35458)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4'), '\144' + chr(4719 - 4618) + '\x63' + '\x6f' + chr(0b1010001 + 0o23) + chr(0b1100101))(chr(7587 - 7470) + '\164' + chr(0b1100110 + 0o0) + chr(0b1 + 0o54) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def BL1jC1O5zgHB(oVre8I6UXc3b, tKJAwKiE1Zya, OmU3Un949MWT):
jfED8bEg0Tti = oVre8I6UXc3b.sids.searchsorted(tKJAwKiE1Zya.sid)
cKiaUmnLcuKG = oVre8I6UXc3b.dates.searchsorted(OmU3Un949MWT.asm8, side=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\x89\x9f\x01['), chr(2377 - 2277) + '\x65' + chr(99) + chr(111) + '\144' + chr(0b1000000 + 0o45))(chr(117) + '\164' + '\x66' + chr(0b1101 + 0o40) + chr(0b10100 + 0o44)))
s1g9vrFHMYsz = WqUC3KWvYVup._z3oWn7GMFaN(WqUC3KWvYVup.R2iTLCDMqtpu(oVre8I6UXc3b._country_group[AYIz1LBYraWC][ih4vqTLiMCU5][jfED8bEg0Tti, :cKiaUmnLcuKG]))
if c2A0yzQpDQB3(s1g9vrFHMYsz) == ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(583 - 535), 8):
return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\x81\xac'), chr(9836 - 9736) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(9905 - 9805) + '\145')(chr(0b1110101) + '\x74' + '\x66' + chr(45) + '\070'))
return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x89\x95\x0c\\\x9f\x98\x89\xf0'), '\x64' + '\x65' + '\x63' + chr(0b10111 + 0o130) + '\x64' + '\145')(chr(117) + chr(5448 - 5332) + chr(102) + chr(1464 - 1419) + chr(0b10100 + 0o44)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x81\x8c\x0c\\'), chr(0b111010 + 0o52) + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(7874 - 7757) + '\x74' + '\x66' + chr(45) + '\070'))[s1g9vrFHMYsz][-ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49), 26640 - 26632)], tz=xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\xb4\xbb'), chr(0b1100100) + chr(0b1100101) + chr(1279 - 1180) + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(8064 - 7948) + '\x66' + chr(946 - 901) + chr(2830 - 2774))) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | MultiCountryDailyBarReader.from_file | def from_file(cls, h5_file):
"""
Construct from an h5py.File.
Parameters
----------
h5_file : h5py.File
An HDF5 daily pricing file.
"""
return cls({
country: HDF5DailyBarReader.from_file(h5_file, country)
for country in h5_file.keys()
}) | python | def from_file(cls, h5_file):
"""
Construct from an h5py.File.
Parameters
----------
h5_file : h5py.File
An HDF5 daily pricing file.
"""
return cls({
country: HDF5DailyBarReader.from_file(h5_file, country)
for country in h5_file.keys()
}) | [
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Parameters
----------
h5_file : h5py.File
An HDF5 daily pricing file. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L745-L757 | train | Construct a new object from an HDF5 daily pricing file. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(0b110001) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(54) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x34' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(2375 - 2326) + chr(0b101011 + 0o6) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1234 - 1185) + chr(0b10101 + 0o33) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(714 - 603) + '\062' + '\x35' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(12052 - 11941) + chr(51) + '\066' + chr(1832 - 1782), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10 + 0o60) + '\066' + chr(2248 - 2195), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100110 + 0o111) + chr(0b110010) + chr(0b1011 + 0o46) + chr(51), 57094 - 57086), ehT0Px3KOsy9(chr(2073 - 2025) + chr(0b1101110 + 0o1) + chr(0b110011) + '\064' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(349 - 301) + chr(0b11110 + 0o121) + chr(0b110 + 0o55) + '\x35' + chr(1022 - 972), 0b1000), ehT0Px3KOsy9('\060' + chr(9706 - 9595) + chr(0b10101 + 0o36) + chr(0b101101 + 0o11) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1011 + 0o144) + chr(0b110010) + '\061' + chr(54), 0o10), ehT0Px3KOsy9(chr(746 - 698) + chr(5397 - 5286) + chr(0b110011) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(54) + chr(55), 0b1000), ehT0Px3KOsy9(chr(144 - 96) + chr(111) + chr(0b100011 + 0o20) + '\063' + '\065', 21604 - 21596), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110011) + chr(2751 - 2696), ord("\x08")), ehT0Px3KOsy9(chr(1345 - 1297) + '\x6f' + '\x31' + '\x34' + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + '\062' + chr(55) + chr(0b110101), 49122 - 49114), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(1525 - 1475) + chr(0b1001 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + chr(0b1111 + 0o43) + chr(55) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1431 - 1380) + chr(0b110101) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(0b110010) + chr(53) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b111110 + 0o61) + chr(0b1011 + 0o50) + '\x32' + chr(51), 8), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\x31' + chr(2275 - 2226) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110000) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x36' + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b10011 + 0o44) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(51) + chr(0b101010 + 0o12), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110100) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b101000 + 0o107) + chr(51) + chr(414 - 365) + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3742 - 3631) + chr(557 - 507) + chr(565 - 515) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100001 + 0o116) + chr(0b100011 + 0o23) + chr(922 - 874), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(2487 - 2437) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1111 + 0o140) + '\x34' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b11 + 0o60) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2354 - 2303) + chr(0b110110) + chr(0b1100 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\x30' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\065' + chr(0b110010), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2206 - 2158) + '\x6f' + chr(0b110101) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b' '), chr(100) + '\145' + chr(9047 - 8948) + chr(0b1011010 + 0o25) + chr(0b111100 + 0o50) + '\145')('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111 + 0o61)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VgLkDK0ntFm1(NSstowUUZlxS, pQUW2um5i6vi):
return NSstowUUZlxS({YoiWD89mtHEZ: xafqLlk3kkUe(d8tv_NOVShyo, xafqLlk3kkUe(SXOLrMavuUCe(b'hA\x8d!\x1b\xc8\x9b\xd9\xee'), '\x64' + chr(101) + chr(0b100 + 0o137) + chr(111) + chr(0b110100 + 0o60) + '\x65')(chr(117) + '\164' + chr(102) + chr(1120 - 1075) + '\070'))(pQUW2um5i6vi, YoiWD89mtHEZ) for YoiWD89mtHEZ in xafqLlk3kkUe(pQUW2um5i6vi, xafqLlk3kkUe(SXOLrMavuUCe(b'eV\x9b?'), chr(0b1100100) + chr(0b10011 + 0o122) + chr(0b1100011) + chr(0b1010000 + 0o37) + chr(3969 - 3869) + chr(0b100101 + 0o100))(chr(117) + chr(116) + chr(0b1010000 + 0o26) + '\x2d' + chr(0b111000)))()}) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | MultiCountryDailyBarReader.load_raw_arrays | def load_raw_arrays(self,
columns,
start_date,
end_date,
assets):
"""
Parameters
----------
columns : list of str
'open', 'high', 'low', 'close', or 'volume'
start_date: Timestamp
Beginning of the window range.
end_date: Timestamp
End of the window range.
assets : list of int
The asset identifiers in the window.
Returns
-------
list of np.ndarray
A list with an entry per field of ndarrays with shape
(minutes in range, sids) with a dtype of float64, containing the
values for the respective field over start and end dt range.
"""
country_code = self._country_code_for_assets(assets)
return self._readers[country_code].load_raw_arrays(
columns,
start_date,
end_date,
assets,
) | python | def load_raw_arrays(self,
columns,
start_date,
end_date,
assets):
"""
Parameters
----------
columns : list of str
'open', 'high', 'low', 'close', or 'volume'
start_date: Timestamp
Beginning of the window range.
end_date: Timestamp
End of the window range.
assets : list of int
The asset identifiers in the window.
Returns
-------
list of np.ndarray
A list with an entry per field of ndarrays with shape
(minutes in range, sids) with a dtype of float64, containing the
values for the respective field over start and end dt range.
"""
country_code = self._country_code_for_assets(assets)
return self._readers[country_code].load_raw_arrays(
columns,
start_date,
end_date,
assets,
) | [
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start_date: Timestamp
Beginning of the window range.
end_date: Timestamp
End of the window range.
assets : list of int
The asset identifiers in the window.
Returns
-------
list of np.ndarray
A list with an entry per field of ndarrays with shape
(minutes in range, sids) with a dtype of float64, containing the
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L800-L831 | train | Loads the raw arrays of the specified columns from the specified start and end dates. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101101 + 0o5) + chr(48) + chr(604 - 550), 36000 - 35992), ehT0Px3KOsy9(chr(616 - 568) + chr(0b1101111) + '\061' + chr(1201 - 1152) + chr(686 - 638), 46853 - 46845), ehT0Px3KOsy9(chr(251 - 203) + chr(111) + chr(1011 - 961) + '\x31' + chr(50), 59049 - 59041), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x30' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b111110 + 0o61) + '\x32' + chr(0b101010 + 0o6) + chr(0b100110 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(55) + chr(0b11010 + 0o26), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(292 - 239) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + chr(354 - 302), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(55) + chr(0b1 + 0o66), 33359 - 33351), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(2267 - 2219) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + '\x33' + '\x35' + chr(0b101 + 0o56), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x34' + chr(0b1 + 0o62), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(0b100 + 0o60), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11000 + 0o33) + '\x31' + chr(0b100 + 0o57), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\063' + chr(55) + chr(1322 - 1273), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(485 - 436) + chr(52) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + '\x33' + '\060' + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11000 + 0o33) + '\064' + chr(0b110000), 4448 - 4440), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\x32' + chr(122 - 70) + chr(1013 - 959), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(1747 - 1699) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5899 - 5788) + '\x31' + '\x31' + chr(2377 - 2328), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11502 - 11391) + chr(492 - 442) + chr(51) + chr(630 - 575), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b101000 + 0o16) + chr(1416 - 1361), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10124 - 10013) + chr(51) + chr(53) + chr(1106 - 1054), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(1263 - 1214), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(815 - 764) + chr(0b110110) + '\060', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\x33' + chr(0b10100 + 0o34) + chr(0b100 + 0o54), 0b1000), ehT0Px3KOsy9(chr(418 - 370) + chr(0b1101111) + '\x33', 45905 - 45897), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(477 - 422), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(0b11 + 0o56) + chr(0b110000 + 0o5) + chr(2776 - 2721), ord("\x08")), ehT0Px3KOsy9(chr(1325 - 1277) + chr(0b1001101 + 0o42) + '\061' + '\063' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(304 - 256) + '\x6f' + chr(51) + chr(0b110111) + chr(0b110110), 39020 - 39012), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(2581 - 2530) + chr(2409 - 2354) + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110010) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001101 + 0o42) + '\063' + chr(989 - 935) + chr(53), 2295 - 2287), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110000) + '\066', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x34' + chr(0b10001 + 0o43), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + chr(0b101101 + 0o6) + chr(0b11011 + 0o26) + chr(51), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(985 - 932) + chr(0b10111 + 0o33), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + '\065' + chr(1498 - 1450), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8'), '\144' + chr(101) + '\143' + chr(11804 - 11693) + '\144' + '\145')(chr(117) + '\164' + chr(0b1100110) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def A9J20cq0PRg7(oVre8I6UXc3b, qKlXBtn3PKy4, NcwNd9gvgEB5, joOGoPpJ_sck, YGFU3oxACPcg):
qWaPePhAr01m = oVre8I6UXc3b._country_code_for_assets(YGFU3oxACPcg)
return xafqLlk3kkUe(oVre8I6UXc3b._readers[qWaPePhAr01m], xafqLlk3kkUe(SXOLrMavuUCe(b"\xea'\xeb\xe0\xde\x8a\rK %\x99\x91M\xb2\x8a"), '\x64' + chr(101) + '\x63' + chr(0b1010110 + 0o31) + chr(0b101110 + 0o66) + chr(7559 - 7458))('\165' + chr(116) + chr(102) + chr(0b101101) + chr(835 - 779)))(qKlXBtn3PKy4, NcwNd9gvgEB5, joOGoPpJ_sck, YGFU3oxACPcg) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | MultiCountryDailyBarReader.sessions | def sessions(self):
"""
Returns
-------
sessions : DatetimeIndex
All session labels (unioning the range for all assets) which the
reader can provide.
"""
return pd.to_datetime(
reduce(
np.union1d,
(reader.dates for reader in self._readers.values()),
),
utc=True,
) | python | def sessions(self):
"""
Returns
-------
sessions : DatetimeIndex
All session labels (unioning the range for all assets) which the
reader can provide.
"""
return pd.to_datetime(
reduce(
np.union1d,
(reader.dates for reader in self._readers.values()),
),
utc=True,
) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L869-L883 | train | Returns the datetime of the last set of session labels that are in the current set of assets. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110101) + chr(0b110100), 15194 - 15186), ehT0Px3KOsy9(chr(1949 - 1901) + '\157' + chr(50) + chr(676 - 625) + '\x34', 47952 - 47944), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110100) + chr(0b100101 + 0o14), 48952 - 48944), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(1852 - 1799) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(5764 - 5653) + chr(0b111 + 0o52) + '\x32' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\x32' + '\062' + chr(144 - 91), 15648 - 15640), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x37' + chr(0b11101 + 0o26), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8411 - 8300) + chr(49) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\063' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(48) + chr(0b10110 + 0o33), 47825 - 47817), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(50) + '\061' + '\060', 16458 - 16450), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(6867 - 6756) + chr(0b100110 + 0o13) + '\066' + '\060', 33335 - 33327), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100001 + 0o21) + '\x37' + chr(0b10010 + 0o40), 17866 - 17858), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(3297 - 3186) + '\061' + '\061' + '\x33', 0b1000), ehT0Px3KOsy9(chr(2063 - 2015) + chr(8298 - 8187) + chr(0b101010 + 0o10) + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9(chr(1574 - 1526) + chr(0b1101111) + chr(1749 - 1698) + chr(55), 15161 - 15153), ehT0Px3KOsy9(chr(2064 - 2016) + chr(6957 - 6846) + chr(0b110010) + chr(0b110010 + 0o4) + '\065', 65205 - 65197), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11010 + 0o31) + chr(453 - 401) + chr(1152 - 1104), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3005 - 2894) + '\x34', 63031 - 63023), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10010 + 0o37) + chr(1559 - 1511) + chr(324 - 269), 56288 - 56280), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(684 - 635) + chr(48), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1916 - 1865) + chr(0b100110 + 0o17) + '\x34', 8937 - 8929), ehT0Px3KOsy9(chr(1880 - 1832) + chr(0b1000 + 0o147) + chr(0b11110 + 0o24) + chr(0b110111) + chr(600 - 548), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(51) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b1111 + 0o43) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(51) + chr(0b110 + 0o61), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(273 - 221) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11100 + 0o27) + '\x36' + '\x37', 37197 - 37189), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100 + 0o55) + chr(1754 - 1701) + chr(1966 - 1913), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2063 - 2013) + chr(0b101 + 0o60) + chr(50), 63775 - 63767), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + '\061' + chr(0b110110) + chr(0b110 + 0o57), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + chr(49) + chr(1035 - 985) + chr(0b101 + 0o62), 54620 - 54612), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(50) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100101 + 0o14) + chr(1447 - 1395) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1368 - 1317) + '\x33', 20067 - 20059), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101101 + 0o2) + '\x33' + '\067' + chr(268 - 215), 34827 - 34819), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2332 - 2282) + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2381 - 2331) + chr(50) + '\066', 0o10), ehT0Px3KOsy9(chr(2038 - 1990) + '\157' + chr(1620 - 1569) + chr(0b1 + 0o66), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + chr(909 - 861), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x03'), chr(4192 - 4092) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b111010 + 0o52) + chr(0b10010 + 0o123))(chr(0b111110 + 0o67) + '\x74' + chr(0b1111 + 0o127) + chr(1867 - 1822) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xmHFfrmM5EeF(oVre8I6UXc3b):
return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b"Y\x03\xc3\x85\xc9'\xf0\x0fa\xf5\xe4"), '\x64' + '\145' + chr(7151 - 7052) + '\157' + chr(0b1100100) + chr(8747 - 8646))(chr(2168 - 2051) + chr(116) + '\146' + '\055' + chr(56)))(RSYsB9TMxo_y(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'X\x02\xf5\x8e\xc6b\xf1'), '\144' + chr(0b1100101) + chr(99) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(551 - 435) + chr(102) + '\055' + chr(0b10110 + 0o42))), (xafqLlk3kkUe(Yt95jqiXKpBv, xafqLlk3kkUe(SXOLrMavuUCe(b'I\r\xe8\x84\xdb'), chr(4686 - 4586) + chr(4652 - 4551) + chr(0b1011 + 0o130) + chr(111) + chr(0b110001 + 0o63) + chr(1147 - 1046))('\x75' + '\164' + '\146' + chr(0b101101) + chr(56))) for Yt95jqiXKpBv in xafqLlk3kkUe(oVre8I6UXc3b._readers, xafqLlk3kkUe(SXOLrMavuUCe(b'~<\xf2\xa2\xe6&\xa0O@\xa9\xe5\xea'), chr(4024 - 3924) + '\x65' + chr(1975 - 1876) + chr(9364 - 9253) + chr(100) + chr(101))(chr(117) + chr(116) + chr(0b1100110) + chr(45) + chr(0b11110 + 0o32)))())), utc=ehT0Px3KOsy9('\x30' + chr(111) + '\x31', 49690 - 49682)) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | MultiCountryDailyBarReader.get_value | def get_value(self, sid, dt, field):
"""
Retrieve the value at the given coordinates.
Parameters
----------
sid : int
The asset identifier.
dt : pd.Timestamp
The timestamp for the desired data point.
field : string
The OHLVC name for the desired data point.
Returns
-------
value : float|int
The value at the given coordinates, ``float`` for OHLC, ``int``
for 'volume'.
Raises
------
NoDataOnDate
If the given dt is not a valid market minute (in minute mode) or
session (in daily mode) according to this reader's tradingcalendar.
NoDataForSid
If the given sid is not valid.
"""
try:
country_code = self._country_code_for_assets([sid])
except ValueError as exc:
raise_from(
NoDataForSid(
'Asset not contained in daily pricing file: {}'.format(sid)
),
exc
)
return self._readers[country_code].get_value(sid, dt, field) | python | def get_value(self, sid, dt, field):
"""
Retrieve the value at the given coordinates.
Parameters
----------
sid : int
The asset identifier.
dt : pd.Timestamp
The timestamp for the desired data point.
field : string
The OHLVC name for the desired data point.
Returns
-------
value : float|int
The value at the given coordinates, ``float`` for OHLC, ``int``
for 'volume'.
Raises
------
NoDataOnDate
If the given dt is not a valid market minute (in minute mode) or
session (in daily mode) according to this reader's tradingcalendar.
NoDataForSid
If the given sid is not valid.
"""
try:
country_code = self._country_code_for_assets([sid])
except ValueError as exc:
raise_from(
NoDataForSid(
'Asset not contained in daily pricing file: {}'.format(sid)
),
exc
)
return self._readers[country_code].get_value(sid, dt, field) | [
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Parameters
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The asset identifier.
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The timestamp for the desired data point.
field : string
The OHLVC name for the desired data point.
Returns
-------
value : float|int
The value at the given coordinates, ``float`` for OHLC, ``int``
for 'volume'.
Raises
------
NoDataOnDate
If the given dt is not a valid market minute (in minute mode) or
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L885-L921 | train | Retrieves the value for the given data point at the given coordinates. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + chr(0b100001 + 0o22) + chr(953 - 901) + chr(0b101111 + 0o3), 0b1000), ehT0Px3KOsy9('\x30' + chr(2321 - 2210) + chr(52) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1100 + 0o143) + chr(0b110011 + 0o0) + chr(2560 - 2505) + '\x33', 882 - 874), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\x31' + chr(0b110101) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + '\061' + chr(0b110011) + chr(1602 - 1554), 0o10), ehT0Px3KOsy9(chr(886 - 838) + '\x6f' + '\x33' + '\065' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1644 - 1596) + '\x6f' + chr(1073 - 1020) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(0b110011) + chr(0b1010 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + chr(49) + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1990 - 1942) + '\157' + '\x31' + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(54) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(49) + chr(0b100011 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(504 - 453) + chr(2702 - 2647) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4795 - 4684) + '\063' + '\x35', 40368 - 40360), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b101000 + 0o13) + '\x30' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11111 + 0o22) + chr(0b101010 + 0o15) + chr(0b1001 + 0o56), 2917 - 2909), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + '\061' + '\062' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + '\063' + '\x31' + '\x37', 0b1000), ehT0Px3KOsy9(chr(255 - 207) + chr(6452 - 6341) + chr(0b110001) + '\062' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(505 - 452) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(50) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(0b110011) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(1800 - 1749) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(2132 - 2083) + '\x36' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1156 - 1108) + chr(0b1000001 + 0o56) + chr(0b110001) + chr(2962 - 2907) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\062' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(600 - 547) + '\x37', 8), ehT0Px3KOsy9('\060' + chr(3411 - 3300) + chr(0b111 + 0o54) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4983 - 4872) + '\063' + '\066' + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(825 - 772) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b110001) + '\065' + chr(52), 12255 - 12247), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b111011 + 0o64) + chr(55) + chr(0b110101), 390 - 382), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\064' + '\060', 1234 - 1226), ehT0Px3KOsy9(chr(2021 - 1973) + chr(0b100111 + 0o110) + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b1111 + 0o44) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(53) + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(1198 - 1149) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(0b1110 + 0o43) + chr(620 - 570) + '\x37', 8), ehT0Px3KOsy9(chr(373 - 325) + chr(111) + '\x32' + chr(55), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(8996 - 8885) + chr(2707 - 2654) + chr(1133 - 1085), 6566 - 6558)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), '\x64' + chr(3734 - 3633) + chr(0b100001 + 0o102) + chr(0b1101111) + chr(8724 - 8624) + '\145')(chr(0b1101011 + 0o12) + chr(6536 - 6420) + chr(6376 - 6274) + chr(0b100111 + 0o6) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lHhjxomyubLj(oVre8I6UXc3b, Cli4Sf5HnGOS, OmU3Un949MWT, fEcfxx4smAdS):
try:
qWaPePhAr01m = oVre8I6UXc3b._country_code_for_assets([Cli4Sf5HnGOS])
except q1QCh3W88sgk as YitWAjCPw_g9:
YTkke_luwKzp(THxY6yQmIR8h(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3R\x88\r,\xcbDp\x19fPm\xa7\x8e|\xa8\x111\xabw\x86\xf9<\x9b\x10\x11\xfa\x968\x85[\x05^\x89C\xff\xcb\xeb>{\x87\x1b\xdb\x13%'), chr(0b10100 + 0o120) + '\x65' + '\x63' + chr(0b1101111) + '\144' + chr(5834 - 5733))(chr(117) + '\164' + chr(6937 - 6835) + '\055' + chr(0b10000 + 0o50)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\x15\x89\x07\x10\x8ay,=6Vh'), chr(0b1100100) + '\145' + chr(0b11111 + 0o104) + chr(111) + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + chr(6043 - 5941) + '\x2d' + '\070'))(Cli4Sf5HnGOS)), YitWAjCPw_g9)
return xafqLlk3kkUe(oVre8I6UXc3b._readers[qWaPePhAr01m], xafqLlk3kkUe(SXOLrMavuUCe(b'\x85D\x8f7.\x8aFj\x08'), '\144' + chr(1454 - 1353) + '\143' + chr(0b1101111) + chr(0b111111 + 0o45) + chr(2336 - 2235))('\165' + chr(0b10110 + 0o136) + chr(0b1100110) + chr(45) + chr(0b111000)))(Cli4Sf5HnGOS, OmU3Un949MWT, fEcfxx4smAdS) |
quantopian/zipline | zipline/data/hdf5_daily_bars.py | MultiCountryDailyBarReader.get_last_traded_dt | def get_last_traded_dt(self, asset, dt):
"""
Get the latest day on or before ``dt`` in which ``asset`` traded.
If there are no trades on or before ``dt``, returns ``pd.NaT``.
Parameters
----------
asset : zipline.asset.Asset
The asset for which to get the last traded day.
dt : pd.Timestamp
The dt at which to start searching for the last traded day.
Returns
-------
last_traded : pd.Timestamp
The day of the last trade for the given asset, using the
input dt as a vantage point.
"""
country_code = self._country_code_for_assets([asset.sid])
return self._readers[country_code].get_last_traded_dt(asset, dt) | python | def get_last_traded_dt(self, asset, dt):
"""
Get the latest day on or before ``dt`` in which ``asset`` traded.
If there are no trades on or before ``dt``, returns ``pd.NaT``.
Parameters
----------
asset : zipline.asset.Asset
The asset for which to get the last traded day.
dt : pd.Timestamp
The dt at which to start searching for the last traded day.
Returns
-------
last_traded : pd.Timestamp
The day of the last trade for the given asset, using the
input dt as a vantage point.
"""
country_code = self._country_code_for_assets([asset.sid])
return self._readers[country_code].get_last_traded_dt(asset, dt) | [
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If there are no trades on or before ``dt``, returns ``pd.NaT``.
Parameters
----------
asset : zipline.asset.Asset
The asset for which to get the last traded day.
dt : pd.Timestamp
The dt at which to start searching for the last traded day.
Returns
-------
last_traded : pd.Timestamp
The day of the last trade for the given asset, using the
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/hdf5_daily_bars.py#L923-L943 | train | Returns the latest day on or before dt in which the asset traded. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(141 - 93) + chr(0b1101111) + chr(51) + '\x32' + chr(0b100110 + 0o17), 34359 - 34351), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1313 - 1262) + chr(230 - 175) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + '\063' + chr(0b110111) + chr(1032 - 984), 52184 - 52176), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + '\062' + chr(55) + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b110110) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\x32' + '\x31' + chr(0b110110 + 0o0), 12115 - 12107), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\065' + '\x30', 22114 - 22106), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\063' + chr(1650 - 1598), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o14) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(8482 - 8371) + '\x32' + chr(0b110010) + chr(0b110110), 22050 - 22042), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(52) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11000 + 0o31) + '\067' + '\060', 16827 - 16819), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + '\061' + chr(0b110110) + chr(0b10000 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b10110 + 0o41) + chr(55), 19101 - 19093), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011111 + 0o20) + chr(1754 - 1703) + chr(2185 - 2133) + '\067', 50994 - 50986), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\061' + chr(0b1011 + 0o47) + chr(574 - 525), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(8627 - 8516) + chr(0b110001 + 0o2) + chr(2163 - 2110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(0b110001) + chr(0b1101 + 0o47), 28345 - 28337), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1846 - 1795) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11011 + 0o26) + chr(0b10000 + 0o47), 45271 - 45263), ehT0Px3KOsy9('\x30' + chr(6188 - 6077) + chr(51) + chr(49) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1735 - 1687) + '\157' + chr(0b10100 + 0o36) + chr(0b0 + 0o67) + '\067', 0b1000), ehT0Px3KOsy9(chr(1847 - 1799) + '\157' + '\063' + chr(0b110111) + chr(0b110000 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(160 - 112) + '\157' + chr(0b110010) + chr(0b110010) + chr(1412 - 1359), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\066' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11693 - 11582) + chr(0b110011) + chr(54) + '\x33', 29391 - 29383), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11011 + 0o27) + chr(0b110011) + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x36' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(8947 - 8836) + chr(51) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(99 - 50) + '\x37', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(52) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11 + 0o56) + chr(1212 - 1161) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(780 - 732) + chr(111) + chr(659 - 607) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(54) + chr(2452 - 2397), 43556 - 43548), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1785 - 1734) + '\060' + '\x37', 29782 - 29774), ehT0Px3KOsy9(chr(48) + chr(6816 - 6705) + '\061' + chr(0b110101) + chr(682 - 634), 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b110010) + '\060' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + chr(0b110001) + chr(54) + chr(0b110110), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11101 + 0o24) + '\x30' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(657 - 607) + '\x33', 30142 - 30134)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1439 - 1391) + chr(0b1101111) + chr(0b110101) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb'), '\x64' + chr(0b1100101) + '\x63' + '\157' + chr(5812 - 5712) + chr(0b1100101))(chr(3771 - 3654) + chr(0b1110100) + chr(10124 - 10022) + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def BL1jC1O5zgHB(oVre8I6UXc3b, tKJAwKiE1Zya, OmU3Un949MWT):
qWaPePhAr01m = oVre8I6UXc3b._country_code_for_assets([tKJAwKiE1Zya.sid])
return xafqLlk3kkUe(oVre8I6UXc3b._readers[qWaPePhAr01m], xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\x9e\x8c\xe5\xd9\xef\x1b(q\xe2\x11\x19\x12Z\x83\x0eyx'), chr(0b1100100) + '\145' + chr(99) + chr(0b11001 + 0o126) + chr(0b0 + 0o144) + '\x65')(chr(9369 - 9252) + '\164' + chr(0b1001010 + 0o34) + chr(45) + chr(0b110011 + 0o5)))(tKJAwKiE1Zya, OmU3Un949MWT) |
quantopian/zipline | zipline/assets/asset_writer.py | _normalize_index_columns_in_place | def _normalize_index_columns_in_place(equities,
equity_supplementary_mappings,
futures,
exchanges,
root_symbols):
"""
Update dataframes in place to set indentifier columns as indices.
For each input frame, if the frame has a column with the same name as its
associated index column, set that column as the index.
Otherwise, assume the index already contains identifiers.
If frames are passed as None, they're ignored.
"""
for frame, column_name in ((equities, 'sid'),
(equity_supplementary_mappings, 'sid'),
(futures, 'sid'),
(exchanges, 'exchange'),
(root_symbols, 'root_symbol')):
if frame is not None and column_name in frame:
frame.set_index(column_name, inplace=True) | python | def _normalize_index_columns_in_place(equities,
equity_supplementary_mappings,
futures,
exchanges,
root_symbols):
"""
Update dataframes in place to set indentifier columns as indices.
For each input frame, if the frame has a column with the same name as its
associated index column, set that column as the index.
Otherwise, assume the index already contains identifiers.
If frames are passed as None, they're ignored.
"""
for frame, column_name in ((equities, 'sid'),
(equity_supplementary_mappings, 'sid'),
(futures, 'sid'),
(exchanges, 'exchange'),
(root_symbols, 'root_symbol')):
if frame is not None and column_name in frame:
frame.set_index(column_name, inplace=True) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L74-L95 | train | Update dataframes in place to set indentifier columns as indices. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1011 + 0o144) + chr(50) + chr(54) + chr(50), 18170 - 18162), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(169 - 117) + '\065', 0o10), ehT0Px3KOsy9(chr(579 - 531) + chr(0b1101111) + '\x31' + '\067' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4007 - 3896) + '\x32' + chr(0b110101) + chr(0b110000), 25386 - 25378), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110001) + chr(0b10 + 0o60), 21491 - 21483), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100000 + 0o22) + '\064' + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011 + 0o0) + chr(54) + chr(0b110110), 48254 - 48246), ehT0Px3KOsy9(chr(0b110000) + chr(2808 - 2697) + chr(0b110010) + chr(52) + chr(0b10010 + 0o43), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + chr(0b110011 + 0o0) + chr(49) + '\063', 60183 - 60175), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110 + 0o61) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6563 - 6452) + chr(0b10011 + 0o40) + chr(51) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b110111) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\067' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(382 - 334) + chr(0b1101111) + '\063' + chr(0b11111 + 0o27) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(906 - 854) + '\065', 8), ehT0Px3KOsy9('\060' + '\157' + chr(1110 - 1061) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(52) + chr(0b110111), 20338 - 20330), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110100) + '\064', 52938 - 52930), ehT0Px3KOsy9(chr(1452 - 1404) + '\157' + '\x31' + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(3270 - 3159) + chr(744 - 694) + '\x30' + chr(2370 - 2316), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100100 + 0o15) + chr(0b11000 + 0o37) + chr(0b0 + 0o65), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b0 + 0o157) + '\062' + chr(1781 - 1732) + chr(2154 - 2104), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b100111 + 0o110) + '\063' + chr(52) + chr(48), 54264 - 54256), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100001 + 0o22) + '\060' + chr(48), 16086 - 16078), ehT0Px3KOsy9(chr(436 - 388) + chr(111) + chr(0b110010) + chr(0b110110) + '\061', 21303 - 21295), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\067' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + '\x33' + '\x34' + chr(2718 - 2665), 0o10), ehT0Px3KOsy9('\x30' + chr(6009 - 5898) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1410 - 1299) + chr(51) + chr(0b11010 + 0o26) + chr(0b110010), 35938 - 35930), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\063' + '\x37' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(1064 - 953) + chr(0b110011) + chr(142 - 88) + chr(1331 - 1281), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\066', 8), ehT0Px3KOsy9(chr(628 - 580) + chr(3401 - 3290) + '\x36' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2152 - 2104) + chr(111) + chr(0b101100 + 0o6) + chr(2508 - 2455) + chr(1353 - 1304), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\060' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b101101 + 0o6) + chr(0b110000) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b100011 + 0o17) + chr(50) + '\064', 29175 - 29167), ehT0Px3KOsy9(chr(1818 - 1770) + '\157' + chr(0b110010 + 0o0) + '\x33' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b111001 + 0o66) + chr(0b110010) + chr(884 - 832) + chr(50), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(1864 - 1811) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(0b111001 + 0o74) + chr(116) + '\146' + '\x2d' + chr(673 - 617)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def nNnjMxEifyVC(WvxAzhUZDKtV, KEGBUJAi4vVA, eK7u0NR1L61z, fNiM4tIuLrqX, _hFyfoRobDUt):
for (C4IqNNmLfHXB, iDnl4Uy9SMO2) in ((WvxAzhUZDKtV, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x0c\x1f'), '\144' + '\x65' + chr(0b1011110 + 0o5) + chr(3097 - 2986) + chr(0b1100100) + '\x65')(chr(6530 - 6413) + chr(0b1110100) + '\x66' + '\x2d' + '\070')), (KEGBUJAi4vVA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x0c\x1f'), chr(0b111011 + 0o51) + chr(0b111 + 0o136) + chr(0b1110 + 0o125) + '\157' + chr(8171 - 8071) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1001001 + 0o35) + chr(349 - 304) + chr(56))), (eK7u0NR1L61z, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x0c\x1f'), '\144' + chr(0b1000001 + 0o44) + '\143' + '\157' + chr(100) + chr(5510 - 5409))('\165' + '\x74' + chr(102) + chr(0b11100 + 0o21) + chr(0b10011 + 0o45))), (fNiM4tIuLrqX, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7\x1d\x18\xc0\xeb\xcf\x91\xc0'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(4464 - 4347) + chr(1066 - 950) + chr(0b1010101 + 0o21) + '\055' + chr(56))), (_hFyfoRobDUt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\n\x14\xdc\xd5\xd2\x8f\xc8\xa9Q\xb6'), chr(0b1011000 + 0o14) + '\x65' + '\x63' + '\157' + chr(8320 - 8220) + chr(101))('\x75' + chr(7603 - 7487) + '\x66' + chr(0b101001 + 0o4) + chr(0b111000)))):
if C4IqNNmLfHXB is not None and iDnl4Uy9SMO2 in C4IqNNmLfHXB:
xafqLlk3kkUe(C4IqNNmLfHXB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x00\x0f\xf7\xe3\xcf\x92\xc0\xb3'), chr(6377 - 6277) + chr(4324 - 4223) + chr(99) + chr(111) + chr(0b1100100) + '\x65')('\165' + chr(0b1000111 + 0o55) + chr(7776 - 7674) + chr(45) + chr(0b1010 + 0o56)))(iDnl4Uy9SMO2, inplace=ehT0Px3KOsy9('\060' + chr(111) + '\061', ord("\x08"))) |
quantopian/zipline | zipline/assets/asset_writer.py | split_delimited_symbol | def split_delimited_symbol(symbol):
"""
Takes in a symbol that may be delimited and splits it in to a company
symbol and share class symbol. Also returns the fuzzy symbol, which is the
symbol without any fuzzy characters at all.
Parameters
----------
symbol : str
The possibly-delimited symbol to be split
Returns
-------
company_symbol : str
The company part of the symbol.
share_class_symbol : str
The share class part of a symbol.
"""
# return blank strings for any bad fuzzy symbols, like NaN or None
if symbol in _delimited_symbol_default_triggers:
return '', ''
symbol = symbol.upper()
split_list = re.split(
pattern=_delimited_symbol_delimiters_regex,
string=symbol,
maxsplit=1,
)
# Break the list up in to its two components, the company symbol and the
# share class symbol
company_symbol = split_list[0]
if len(split_list) > 1:
share_class_symbol = split_list[1]
else:
share_class_symbol = ''
return company_symbol, share_class_symbol | python | def split_delimited_symbol(symbol):
"""
Takes in a symbol that may be delimited and splits it in to a company
symbol and share class symbol. Also returns the fuzzy symbol, which is the
symbol without any fuzzy characters at all.
Parameters
----------
symbol : str
The possibly-delimited symbol to be split
Returns
-------
company_symbol : str
The company part of the symbol.
share_class_symbol : str
The share class part of a symbol.
"""
# return blank strings for any bad fuzzy symbols, like NaN or None
if symbol in _delimited_symbol_default_triggers:
return '', ''
symbol = symbol.upper()
split_list = re.split(
pattern=_delimited_symbol_delimiters_regex,
string=symbol,
maxsplit=1,
)
# Break the list up in to its two components, the company symbol and the
# share class symbol
company_symbol = split_list[0]
if len(split_list) > 1:
share_class_symbol = split_list[1]
else:
share_class_symbol = ''
return company_symbol, share_class_symbol | [
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Parameters
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symbol : str
The possibly-delimited symbol to be split
Returns
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company_symbol : str
The company part of the symbol.
share_class_symbol : str
The share class part of a symbol. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L175-L213 | train | Splits a symbol that may be delimited and returns the company symbol and share class symbol. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\062' + chr(1059 - 1008) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(51) + '\x36', 13152 - 13144), ehT0Px3KOsy9(chr(970 - 922) + chr(0b1101111) + '\x33' + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(52) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + chr(0b11000 + 0o32) + chr(0b110010) + chr(0b110010), 1802 - 1794), ehT0Px3KOsy9(chr(1224 - 1176) + chr(11658 - 11547) + chr(395 - 346) + chr(0b110111) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1098 - 1050) + chr(6166 - 6055) + '\062' + chr(1529 - 1477) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(53) + chr(48), 36451 - 36443), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1011011 + 0o24) + chr(0b110001 + 0o2) + chr(1458 - 1410) + chr(0b0 + 0o60), 18920 - 18912), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b11 + 0o154) + chr(0b110010) + chr(48) + chr(54), 33666 - 33658), ehT0Px3KOsy9(chr(48) + chr(1296 - 1185) + chr(0b100010 + 0o20) + chr(50) + chr(49), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\060' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(534 - 486) + chr(111) + '\065' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2043 - 1989) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x37' + '\064', 8907 - 8899), ehT0Px3KOsy9(chr(48) + chr(6413 - 6302) + chr(49) + chr(1029 - 979) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2349 - 2238) + chr(1647 - 1598) + '\x36' + chr(51), 25665 - 25657), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(2541 - 2490) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(748 - 698) + chr(180 - 127), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x37' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(430 - 382) + chr(0b111111 + 0o60) + chr(0b101010 + 0o10) + chr(1261 - 1212) + chr(54), 0b1000), ehT0Px3KOsy9(chr(1158 - 1110) + '\x6f' + '\x33' + chr(0b110011) + chr(0b101011 + 0o5), 35529 - 35521), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(52) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(55) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + chr(51) + '\x35' + chr(2591 - 2537), 31179 - 31171), ehT0Px3KOsy9('\x30' + chr(0b1101011 + 0o4) + chr(1099 - 1050) + '\060' + '\x34', 14314 - 14306), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51), 60812 - 60804), ehT0Px3KOsy9(chr(1367 - 1319) + chr(10049 - 9938) + chr(0b100001 + 0o24) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + chr(0b110001) + chr(49) + chr(0b100011 + 0o20), 8726 - 8718), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o47) + '\066' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(2494 - 2444) + chr(54) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101110 + 0o101) + '\x31' + chr(54) + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + chr(3912 - 3801) + '\x33' + '\x33' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(2019 - 1971) + chr(0b110000 + 0o77) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(275 - 224) + '\x32', 8), ehT0Px3KOsy9(chr(1525 - 1477) + chr(3622 - 3511) + chr(0b110010) + '\x35' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\065' + chr(0b100001 + 0o26), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b10111 + 0o31) + '\062', 31735 - 31727), ehT0Px3KOsy9(chr(220 - 172) + '\x6f' + '\061' + chr(562 - 514) + chr(0b110110), 34303 - 34295)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(53) + '\060', 52816 - 52808)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4'), chr(0b100101 + 0o77) + chr(0b1100101) + chr(0b110111 + 0o54) + '\157' + chr(100) + '\x65')(chr(0b1110101) + '\164' + '\x66' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def vd8nj_rEOCfz(Usr5ykvL2UZF):
if Usr5ykvL2UZF in MmEW9aQsbo2O:
return (xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b11 + 0o141) + chr(5248 - 5147) + chr(99) + '\157' + chr(0b1010100 + 0o20) + chr(9456 - 9355))('\165' + chr(5590 - 5474) + '\x66' + chr(0b101011 + 0o2) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + '\145' + '\143' + chr(0b1100110 + 0o11) + chr(4933 - 4833) + chr(0b10001 + 0o124))(chr(117) + chr(0b1110100) + chr(102) + chr(1556 - 1511) + '\070'))
Usr5ykvL2UZF = Usr5ykvL2UZF.upper()
cBkUwM1JRGxm = _7u55U49WwX2.split(pattern=WU_86Gtp7Hi_, string=Usr5ykvL2UZF, maxsplit=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 8))
bBGF4XPKXFrT = cBkUwM1JRGxm[ehT0Px3KOsy9(chr(1795 - 1747) + chr(0b101010 + 0o105) + chr(1359 - 1311), ord("\x08"))]
if c2A0yzQpDQB3(cBkUwM1JRGxm) > ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49), 8):
BYFU2JALvIWw = cBkUwM1JRGxm[ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(0b11110 + 0o23), 8)]
else:
BYFU2JALvIWw = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(636 - 536) + '\x65' + '\143' + '\157' + chr(7851 - 7751) + '\145')('\x75' + chr(0b1110100) + chr(102) + '\x2d' + '\x38')
return (bBGF4XPKXFrT, BYFU2JALvIWw) |
quantopian/zipline | zipline/assets/asset_writer.py | _generate_output_dataframe | def _generate_output_dataframe(data_subset, defaults):
"""
Generates an output dataframe from the given subset of user-provided
data, the given column names, and the given default values.
Parameters
----------
data_subset : DataFrame
A DataFrame, usually from an AssetData object,
that contains the user's input metadata for the asset type being
processed
defaults : dict
A dict where the keys are the names of the columns of the desired
output DataFrame and the values are a function from dataframe and
column name to the default values to insert in the DataFrame if no user
data is provided
Returns
-------
DataFrame
A DataFrame containing all user-provided metadata, and default values
wherever user-provided metadata was missing
"""
# The columns provided.
cols = set(data_subset.columns)
desired_cols = set(defaults)
# Drop columns with unrecognised headers.
data_subset.drop(cols - desired_cols,
axis=1,
inplace=True)
# Get those columns which we need but
# for which no data has been supplied.
for col in desired_cols - cols:
# write the default value for any missing columns
data_subset[col] = defaults[col](data_subset, col)
return data_subset | python | def _generate_output_dataframe(data_subset, defaults):
"""
Generates an output dataframe from the given subset of user-provided
data, the given column names, and the given default values.
Parameters
----------
data_subset : DataFrame
A DataFrame, usually from an AssetData object,
that contains the user's input metadata for the asset type being
processed
defaults : dict
A dict where the keys are the names of the columns of the desired
output DataFrame and the values are a function from dataframe and
column name to the default values to insert in the DataFrame if no user
data is provided
Returns
-------
DataFrame
A DataFrame containing all user-provided metadata, and default values
wherever user-provided metadata was missing
"""
# The columns provided.
cols = set(data_subset.columns)
desired_cols = set(defaults)
# Drop columns with unrecognised headers.
data_subset.drop(cols - desired_cols,
axis=1,
inplace=True)
# Get those columns which we need but
# for which no data has been supplied.
for col in desired_cols - cols:
# write the default value for any missing columns
data_subset[col] = defaults[col](data_subset, col)
return data_subset | [
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A DataFrame, usually from an AssetData object,
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A dict where the keys are the names of the columns of the desired
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L216-L254 | train | Generates an output dataframe from the given subset of user - provided asset - type data and the given column names and default values. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1313 - 1265) + chr(111) + '\065' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110010) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + chr(0b110010) + chr(54) + chr(0b101 + 0o54), 0b1000), ehT0Px3KOsy9(chr(1830 - 1782) + '\157' + '\062' + chr(50) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10010 + 0o40) + '\064' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + '\x33' + chr(48) + chr(1361 - 1310), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(173 - 124), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x34' + chr(0b100000 + 0o25), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101110 + 0o7) + '\067', 8), ehT0Px3KOsy9('\060' + '\157' + chr(157 - 107) + '\065' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(0b110010) + '\x32' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(51) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(4615 - 4504) + chr(53) + chr(0b11000 + 0o33), 0o10), ehT0Px3KOsy9(chr(1450 - 1402) + chr(8413 - 8302) + chr(49) + chr(53) + chr(1838 - 1789), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(49) + '\064' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + chr(0b11110 + 0o24) + chr(0b110001) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(2044 - 1933) + chr(0b100 + 0o56) + '\062' + '\x32', 26122 - 26114), ehT0Px3KOsy9(chr(2062 - 2014) + chr(0b1101111) + '\x33' + chr(0b110111), 31640 - 31632), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(1739 - 1689) + chr(0b110000) + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b1 + 0o66) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\x37' + chr(0b110011 + 0o3), 0o10), ehT0Px3KOsy9(chr(2002 - 1954) + '\157' + chr(0b110001) + chr(1927 - 1878) + chr(0b110100), 27000 - 26992), ehT0Px3KOsy9('\x30' + chr(0b1001101 + 0o42) + chr(0b110011) + '\062' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + '\063' + '\066' + chr(2358 - 2304), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(7755 - 7644) + chr(50) + '\063' + chr(0b110001), 1141 - 1133), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\065', 0o10), ehT0Px3KOsy9(chr(889 - 841) + chr(111) + chr(0b110001) + chr(48) + '\060', 0b1000), ehT0Px3KOsy9(chr(404 - 356) + chr(111) + '\x31' + chr(51) + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(1094 - 1046) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110000) + chr(1365 - 1315), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\061' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110 + 0o53) + '\064' + '\x35', 8), ehT0Px3KOsy9(chr(415 - 367) + '\x6f' + '\x33' + chr(0b110100) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b10011 + 0o42), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b10010 + 0o41) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b110111) + chr(0b110110 + 0o1), 54017 - 54009), ehT0Px3KOsy9(chr(2062 - 2014) + chr(0b1101111) + chr(1699 - 1645) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + '\x33' + chr(1838 - 1788) + '\067', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + '\065' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x01'), chr(9551 - 9451) + chr(101) + chr(0b1001011 + 0o30) + chr(3677 - 3566) + chr(0b1100100) + '\x65')(chr(0b111000 + 0o75) + '\164' + '\x66' + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CJyMDPsYI52S(JGBP9mXSdEej, sRkYTJirQlN8):
AIgvIWQd9onz = MVEN8G6CxlvR(JGBP9mXSdEej.qKlXBtn3PKy4)
UwPQPnFiLoyb = MVEN8G6CxlvR(sRkYTJirQlN8)
xafqLlk3kkUe(JGBP9mXSdEej, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xe6\xde\xe1'), chr(1959 - 1859) + chr(101) + chr(0b1100011 + 0o0) + chr(6768 - 6657) + '\x64' + '\145')('\165' + '\164' + chr(0b111011 + 0o53) + '\x2d' + chr(314 - 258)))(AIgvIWQd9onz - UwPQPnFiLoyb, axis=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1 + 0o60), 24753 - 24745), inplace=ehT0Px3KOsy9(chr(48) + chr(9761 - 9650) + chr(49), 8))
for Qa2uSJqQPT3w in UwPQPnFiLoyb - AIgvIWQd9onz:
JGBP9mXSdEej[Qa2uSJqQPT3w] = sRkYTJirQlN8[Qa2uSJqQPT3w](JGBP9mXSdEej, Qa2uSJqQPT3w)
return JGBP9mXSdEej |
quantopian/zipline | zipline/assets/asset_writer.py | _split_symbol_mappings | def _split_symbol_mappings(df, exchanges):
"""Split out the symbol: sid mappings from the raw data.
Parameters
----------
df : pd.DataFrame
The dataframe with multiple rows for each symbol: sid pair.
exchanges : pd.DataFrame
The exchanges table.
Returns
-------
asset_info : pd.DataFrame
The asset info with one row per asset.
symbol_mappings : pd.DataFrame
The dataframe of just symbol: sid mappings. The index will be
the sid, then there will be three columns: symbol, start_date, and
end_date.
"""
mappings = df[list(mapping_columns)]
with pd.option_context('mode.chained_assignment', None):
mappings['sid'] = mappings.index
mappings.reset_index(drop=True, inplace=True)
# take the most recent sid->exchange mapping based on end date
asset_exchange = df[
['exchange', 'end_date']
].sort_values('end_date').groupby(level=0)['exchange'].nth(-1)
_check_symbol_mappings(mappings, exchanges, asset_exchange)
return (
df.groupby(level=0).apply(_check_asset_group),
mappings,
) | python | def _split_symbol_mappings(df, exchanges):
"""Split out the symbol: sid mappings from the raw data.
Parameters
----------
df : pd.DataFrame
The dataframe with multiple rows for each symbol: sid pair.
exchanges : pd.DataFrame
The exchanges table.
Returns
-------
asset_info : pd.DataFrame
The asset info with one row per asset.
symbol_mappings : pd.DataFrame
The dataframe of just symbol: sid mappings. The index will be
the sid, then there will be three columns: symbol, start_date, and
end_date.
"""
mappings = df[list(mapping_columns)]
with pd.option_context('mode.chained_assignment', None):
mappings['sid'] = mappings.index
mappings.reset_index(drop=True, inplace=True)
# take the most recent sid->exchange mapping based on end date
asset_exchange = df[
['exchange', 'end_date']
].sort_values('end_date').groupby(level=0)['exchange'].nth(-1)
_check_symbol_mappings(mappings, exchanges, asset_exchange)
return (
df.groupby(level=0).apply(_check_asset_group),
mappings,
) | [
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df : pd.DataFrame
The dataframe with multiple rows for each symbol: sid pair.
exchanges : pd.DataFrame
The exchanges table.
Returns
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asset_info : pd.DataFrame
The asset info with one row per asset.
symbol_mappings : pd.DataFrame
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L335-L368 | train | Split out the symbol - sid mappings from the raw data. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2056 - 2008) + '\157' + chr(1102 - 1053) + chr(0b101010 + 0o13) + chr(1574 - 1522), ord("\x08")), ehT0Px3KOsy9(chr(1953 - 1905) + '\x6f' + chr(0b110100) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\061' + chr(51), 9920 - 9912), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2041 - 1992) + chr(54) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\064' + chr(171 - 117), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(49) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100010 + 0o17) + chr(1111 - 1058), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + '\x33' + chr(0b10111 + 0o33) + '\x32', 32230 - 32222), ehT0Px3KOsy9(chr(1744 - 1696) + chr(0b1101111) + '\061' + '\x33' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + '\063' + '\062' + chr(55), 25456 - 25448), ehT0Px3KOsy9(chr(0b110000) + chr(10666 - 10555) + chr(53) + chr(54), 29494 - 29486), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\062' + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b101100 + 0o13) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(130 - 82) + '\157' + chr(51) + chr(0b10000 + 0o45) + chr(0b11110 + 0o22), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x36' + chr(0b110110), 45678 - 45670), ehT0Px3KOsy9(chr(1500 - 1452) + chr(3144 - 3033) + chr(51) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(551 - 497) + chr(1367 - 1317), 0b1000), ehT0Px3KOsy9('\x30' + chr(4897 - 4786) + chr(1928 - 1879) + chr(2184 - 2133) + chr(0b1101 + 0o51), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o62) + '\064' + '\x35', 0o10), ehT0Px3KOsy9(chr(1506 - 1458) + '\157' + '\063' + chr(54) + '\x37', 56651 - 56643), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(50) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + chr(2439 - 2389) + chr(0b100010 + 0o25) + chr(1684 - 1631), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\062' + chr(0b110000) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8438 - 8327) + chr(1327 - 1277) + chr(0b11110 + 0o31) + chr(0b110011), 33444 - 33436), ehT0Px3KOsy9('\x30' + chr(296 - 185) + chr(0b110001) + chr(0b100011 + 0o23) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9(chr(807 - 759) + chr(0b1101111) + chr(50) + chr(495 - 447) + chr(0b100101 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(1842 - 1731) + chr(0b1011 + 0o46) + chr(0b110101) + '\x34', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011 + 0o3) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1110 + 0o45) + chr(0b110100) + chr(0b11 + 0o64), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(2245 - 2195) + chr(49), 77 - 69), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(1736 - 1683) + '\x33', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10172 - 10061) + chr(0b110000 + 0o2) + '\x35' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1331 - 1283) + '\157' + '\x37' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(2015 - 1904) + '\x33' + chr(54) + chr(0b11100 + 0o24), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1 + 0o62) + chr(1464 - 1412) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(718 - 667) + '\x35' + '\x37', 21545 - 21537)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + '\065' + chr(0b11101 + 0o23), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(0b1100100) + chr(5115 - 5014) + chr(0b1000011 + 0o40) + '\157' + chr(100) + chr(3715 - 3614))('\x75' + '\164' + '\x66' + chr(735 - 690) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UIng_Jcm8LED(aVhM9WzaWXU5, fNiM4tIuLrqX):
KRtwTwYAjJ9Q = aVhM9WzaWXU5[YyaZ4tpXu4lf(M62MAA6cC0Wq)]
with xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03S?\x1bI\xe1R\xb11\xb9Z\xf2\x02\x9c'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1101100 + 0o3) + '\144' + chr(6957 - 6856))(chr(0b1110101) + '\x74' + '\x66' + chr(0b101001 + 0o4) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x01L/\x17\x08\xece\xb37\xb9K\xf3%\x89\x85n[9\x8b\x9au\xd3\xf4'), chr(0b1100100) + '\x65' + chr(99) + chr(2551 - 2440) + chr(0b1100100) + '\x65')('\x75' + chr(0b1110100) + chr(102) + '\x2d' + '\x38'), None):
KRtwTwYAjJ9Q[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1fJ/'), '\144' + chr(0b1100101) + chr(410 - 311) + chr(111) + chr(2433 - 2333) + chr(3037 - 2936))(chr(0b1110101) + chr(0b1010101 + 0o37) + chr(0b1100110) + '\x2d' + chr(0b111000))] = KRtwTwYAjJ9Q.XdowRbJKZWL9
xafqLlk3kkUe(KRtwTwYAjJ9Q, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1eF8\x17R\xd0d\xbc:\xb2V'), '\x64' + chr(101) + chr(0b1000101 + 0o36) + chr(0b1101111) + chr(0b10000 + 0o124) + '\x65')('\165' + '\x74' + '\x66' + chr(0b111 + 0o46) + '\070'))(drop=ehT0Px3KOsy9(chr(48) + chr(111) + '\061', 0o10), inplace=ehT0Px3KOsy9(chr(48) + chr(9862 - 9751) + chr(586 - 537), 8))
lBuSthQ6GQjH = aVhM9WzaWXU5[[xafqLlk3kkUe(SXOLrMavuUCe(b'\t[(\x1aG\xe1j\xb7'), chr(6688 - 6588) + chr(0b1011000 + 0o15) + chr(4868 - 4769) + chr(0b1100110 + 0o11) + '\144' + '\145')('\165' + chr(116) + chr(0b1100110) + chr(652 - 607) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\tM/-B\xeey\xb7'), chr(6528 - 6428) + chr(6756 - 6655) + chr(0b1100011) + chr(1727 - 1616) + chr(0b1100100) + chr(0b1100101))(chr(117) + '\x74' + '\x66' + chr(0b101101) + '\070')]].sort_values(xafqLlk3kkUe(SXOLrMavuUCe(b'\tM/-B\xeey\xb7'), chr(0b101001 + 0o73) + chr(9668 - 9567) + '\x63' + chr(0b1101111) + chr(7411 - 7311) + chr(0b1100101))('\x75' + '\x74' + '\146' + chr(1915 - 1870) + chr(0b1 + 0o67))).groupby(level=ehT0Px3KOsy9(chr(1340 - 1292) + chr(0b1001100 + 0o43) + chr(48), ord("\x08")))[xafqLlk3kkUe(SXOLrMavuUCe(b'\t[(\x1aG\xe1j\xb7'), chr(100) + chr(0b101100 + 0o71) + chr(99) + '\x6f' + chr(0b1100100) + chr(8817 - 8716))(chr(0b1110101) + '\164' + chr(608 - 506) + '\x2d' + '\x38')].nth(-ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + '\061', 8))
ezfqv41hQVwe(KRtwTwYAjJ9Q, fNiM4tIuLrqX, lBuSthQ6GQjH)
return (xafqLlk3kkUe(aVhM9WzaWXU5.groupby(level=ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1 + 0o57), 8)), xafqLlk3kkUe(SXOLrMavuUCe(b'\rS;\x1e_'), chr(0b10101 + 0o117) + chr(0b1010101 + 0o20) + chr(5865 - 5766) + chr(0b1101111) + chr(0b1000111 + 0o35) + chr(0b1100000 + 0o5))(chr(12640 - 12523) + chr(116) + chr(0b1011 + 0o133) + '\055' + '\070'))(CEIXXh23X3PB), KRtwTwYAjJ9Q) |
quantopian/zipline | zipline/assets/asset_writer.py | _dt_to_epoch_ns | def _dt_to_epoch_ns(dt_series):
"""Convert a timeseries into an Int64Index of nanoseconds since the epoch.
Parameters
----------
dt_series : pd.Series
The timeseries to convert.
Returns
-------
idx : pd.Int64Index
The index converted to nanoseconds since the epoch.
"""
index = pd.to_datetime(dt_series.values)
if index.tzinfo is None:
index = index.tz_localize('UTC')
else:
index = index.tz_convert('UTC')
return index.view(np.int64) | python | def _dt_to_epoch_ns(dt_series):
"""Convert a timeseries into an Int64Index of nanoseconds since the epoch.
Parameters
----------
dt_series : pd.Series
The timeseries to convert.
Returns
-------
idx : pd.Int64Index
The index converted to nanoseconds since the epoch.
"""
index = pd.to_datetime(dt_series.values)
if index.tzinfo is None:
index = index.tz_localize('UTC')
else:
index = index.tz_convert('UTC')
return index.view(np.int64) | [
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Parameters
----------
dt_series : pd.Series
The timeseries to convert.
Returns
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idx : pd.Int64Index
The index converted to nanoseconds since the epoch. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L371-L389 | train | Convert a timeseries into an Int64Index of nanoseconds since the epoch. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(54) + '\x35', 34935 - 34927), ehT0Px3KOsy9('\060' + chr(9014 - 8903) + '\061' + chr(0b110011) + chr(0b10101 + 0o34), 0b1000), ehT0Px3KOsy9(chr(1854 - 1806) + chr(111) + '\063' + '\x37' + chr(552 - 499), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b101000 + 0o15), 56706 - 56698), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(854 - 806), 52051 - 52043), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b101110 + 0o5) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1000111 + 0o50) + '\x33' + chr(0b110110) + '\065', 8), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + '\x33' + chr(52) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(956 - 906) + chr(1081 - 1033) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(12028 - 11917) + chr(0b110011) + chr(0b110010) + chr(0b10111 + 0o37), 62598 - 62590), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(851 - 801) + chr(1248 - 1196), 43500 - 43492), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\x31' + chr(55), 0b1000), ehT0Px3KOsy9(chr(1789 - 1741) + chr(111) + chr(0b110001) + chr(1367 - 1314) + chr(0b10100 + 0o34), 63417 - 63409), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1000 + 0o52) + chr(0b1011 + 0o51) + chr(452 - 399), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b110101) + chr(0b100000 + 0o23), 0o10), ehT0Px3KOsy9(chr(497 - 449) + chr(111) + chr(49) + chr(48) + chr(0b110100), 6316 - 6308), ehT0Px3KOsy9(chr(156 - 108) + '\157' + '\062' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10031 - 9920) + '\063' + chr(66 - 12) + chr(0b110110), 34110 - 34102), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1100001 + 0o16) + '\x33' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\x33' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b11 + 0o56) + chr(0b110101 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(0b101110 + 0o3) + chr(1817 - 1762) + chr(0b100110 + 0o13), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2511 - 2460) + chr(55) + chr(0b11 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + chr(1979 - 1928) + chr(52), 8), ehT0Px3KOsy9(chr(48) + chr(6062 - 5951) + '\x32' + '\x30' + chr(52), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + chr(0b1001 + 0o51) + chr(824 - 771) + chr(1746 - 1698), 59527 - 59519), ehT0Px3KOsy9('\x30' + chr(3898 - 3787) + chr(2407 - 2357) + chr(0b110110) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1845 - 1797) + '\x6f' + chr(0b110010) + chr(48) + chr(0b1110 + 0o46), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10011 + 0o43) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(812 - 761) + '\066' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(5270 - 5159) + chr(2049 - 2000) + chr(0b101101 + 0o7) + chr(644 - 596), 61757 - 61749), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b1101 + 0o44) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(529 - 478) + '\063' + chr(281 - 233), 0o10), ehT0Px3KOsy9(chr(564 - 516) + '\x6f' + chr(48), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(6152 - 6041) + chr(0b110010) + chr(0b101101 + 0o10) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110110) + chr(145 - 93), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b100100 + 0o16) + '\x33' + chr(618 - 570), 52698 - 52690), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + chr(2252 - 2198) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(2243 - 2195) + '\x6f' + chr(0b101111 + 0o7) + chr(0b101101 + 0o4), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb'), chr(2361 - 2261) + chr(0b1100101) + chr(0b101 + 0o136) + '\157' + '\x64' + chr(9603 - 9502))('\165' + chr(0b1110100) + chr(0b1000010 + 0o44) + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Cw3VP8pwVthc(_EeTJIu9viqr):
XdowRbJKZWL9 = dubtF9GfzOdC.to_datetime(_EeTJIu9viqr.SPnCNu54H1db)
if xafqLlk3kkUe(XdowRbJKZWL9, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81#\x94cv\xf2'), chr(0b1100100) + chr(4480 - 4379) + chr(2834 - 2735) + chr(0b1101111) + chr(100) + chr(2971 - 2870))(chr(0b110011 + 0o102) + chr(0b1010001 + 0o43) + chr(102) + '\x2d' + chr(0b100110 + 0o22))) is None:
XdowRbJKZWL9 = XdowRbJKZWL9.tz_localize(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\r\xbe'), '\144' + '\x65' + '\x63' + chr(0b1010000 + 0o37) + '\144' + chr(0b1000111 + 0o36))(chr(0b1110101) + chr(8918 - 8802) + chr(0b1100110) + chr(0b101101) + '\x38'))
else:
XdowRbJKZWL9 = XdowRbJKZWL9.tz_convert(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\r\xbe'), chr(0b1010110 + 0o16) + '\x65' + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(6458 - 6341) + '\164' + chr(0b110000 + 0o66) + '\055' + chr(56)))
return xafqLlk3kkUe(XdowRbJKZWL9, xafqLlk3kkUe(SXOLrMavuUCe(b'\x830\x98z'), '\144' + chr(0b1100101) + '\143' + chr(111) + chr(0b1100100) + chr(0b1001110 + 0o27))('\x75' + chr(116) + chr(0b1011 + 0o133) + chr(0b101101) + chr(263 - 207)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c7\x89;$'), '\144' + '\145' + chr(0b1010010 + 0o21) + '\157' + chr(100) + chr(7014 - 6913))('\x75' + chr(11419 - 11303) + chr(102) + chr(0b11010 + 0o23) + chr(0b111000)))) |
quantopian/zipline | zipline/assets/asset_writer.py | check_version_info | def check_version_info(conn, version_table, expected_version):
"""
Checks for a version value in the version table.
Parameters
----------
conn : sa.Connection
The connection to use to perform the check.
version_table : sa.Table
The version table of the asset database
expected_version : int
The expected version of the asset database
Raises
------
AssetDBVersionError
If the version is in the table and not equal to ASSET_DB_VERSION.
"""
# Read the version out of the table
version_from_table = conn.execute(
sa.select((version_table.c.version,)),
).scalar()
# A db without a version is considered v0
if version_from_table is None:
version_from_table = 0
# Raise an error if the versions do not match
if (version_from_table != expected_version):
raise AssetDBVersionError(db_version=version_from_table,
expected_version=expected_version) | python | def check_version_info(conn, version_table, expected_version):
"""
Checks for a version value in the version table.
Parameters
----------
conn : sa.Connection
The connection to use to perform the check.
version_table : sa.Table
The version table of the asset database
expected_version : int
The expected version of the asset database
Raises
------
AssetDBVersionError
If the version is in the table and not equal to ASSET_DB_VERSION.
"""
# Read the version out of the table
version_from_table = conn.execute(
sa.select((version_table.c.version,)),
).scalar()
# A db without a version is considered v0
if version_from_table is None:
version_from_table = 0
# Raise an error if the versions do not match
if (version_from_table != expected_version):
raise AssetDBVersionError(db_version=version_from_table,
expected_version=expected_version) | [
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Parameters
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conn : sa.Connection
The connection to use to perform the check.
version_table : sa.Table
The version table of the asset database
expected_version : int
The expected version of the asset database
Raises
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AssetDBVersionError
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L392-L423 | train | Checks for a version value in the version table. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110010) + chr(1109 - 1061) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110010) + '\064', 39758 - 39750), ehT0Px3KOsy9('\060' + chr(8986 - 8875) + chr(0b110011) + chr(55) + chr(1332 - 1283), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1567 - 1517) + chr(0b110110) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(735 - 685) + '\x36' + chr(51), 33261 - 33253), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1204 - 1154) + chr(1944 - 1896) + chr(0b0 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(1923 - 1875) + chr(0b1101111) + chr(0b10001 + 0o42) + '\067' + chr(0b1100 + 0o45), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b101010 + 0o105) + chr(54) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(209 - 160) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(5681 - 5570) + chr(2377 - 2327) + chr(551 - 496) + chr(1405 - 1354), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b101010 + 0o13) + chr(0b111 + 0o60), 63145 - 63137), ehT0Px3KOsy9(chr(1892 - 1844) + '\x6f' + chr(0b11001 + 0o35) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x34' + chr(0b1 + 0o66), 19555 - 19547), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + chr(1538 - 1485), 4643 - 4635), ehT0Px3KOsy9('\060' + '\x6f' + chr(1774 - 1723) + chr(0b110000) + '\x34', 29803 - 29795), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\062' + chr(50) + chr(0b110011), 43410 - 43402), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1100001 + 0o16) + chr(1860 - 1809) + chr(0b0 + 0o64) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110001) + '\064', 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\063' + chr(48) + chr(1239 - 1186), 50714 - 50706), ehT0Px3KOsy9('\060' + chr(602 - 491) + chr(1420 - 1367) + chr(0b110000), 53994 - 53986), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + chr(109 - 56), 0b1000), ehT0Px3KOsy9(chr(133 - 85) + chr(0b1101111) + chr(50) + chr(53) + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(55) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110101) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x35' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(7455 - 7344) + chr(1426 - 1376) + '\x33' + chr(106 - 57), 41265 - 41257), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100000 + 0o22) + chr(0b110110) + chr(0b11100 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(1332 - 1284) + chr(4164 - 4053) + chr(0b110011) + chr(48) + chr(0b110001), 24126 - 24118), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(0b110111) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(51) + chr(0b110100) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(973 - 925) + '\x6f' + chr(0b110001) + chr(234 - 186) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11056 - 10945) + chr(55) + chr(1126 - 1076), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10011 + 0o36) + chr(1432 - 1380) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(1074 - 1024) + chr(587 - 534) + chr(1813 - 1763), 63098 - 63090), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(52) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b10010 + 0o40) + chr(0b11 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(3419 - 3308) + '\066' + chr(0b100010 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(53) + chr(115 - 63), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf'), chr(0b1100100) + '\x65' + '\143' + '\157' + chr(0b1100100) + chr(0b1011011 + 0o12))(chr(0b1110101) + '\x74' + '\146' + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aqUe6fUpgpvK(npwjCV10gdob, txOXo59ndYej, _hBptvul4rMv):
UpLUh_IXvx0H = npwjCV10gdob.execute(WYulolZlf2HX.select((txOXo59ndYej.c.version,))).scalar()
if UpLUh_IXvx0H is None:
UpLUh_IXvx0H = ehT0Px3KOsy9(chr(48) + chr(111) + chr(1841 - 1793), 50696 - 50688)
if UpLUh_IXvx0H != _hBptvul4rMv:
raise Y_wyT2yIeWAI(db_version=UpLUh_IXvx0H, expected_version=_hBptvul4rMv) |
quantopian/zipline | zipline/assets/asset_writer.py | write_version_info | def write_version_info(conn, version_table, version_value):
"""
Inserts the version value in to the version table.
Parameters
----------
conn : sa.Connection
The connection to use to execute the insert.
version_table : sa.Table
The version table of the asset database
version_value : int
The version to write in to the database
"""
conn.execute(sa.insert(version_table, values={'version': version_value})) | python | def write_version_info(conn, version_table, version_value):
"""
Inserts the version value in to the version table.
Parameters
----------
conn : sa.Connection
The connection to use to execute the insert.
version_table : sa.Table
The version table of the asset database
version_value : int
The version to write in to the database
"""
conn.execute(sa.insert(version_table, values={'version': version_value})) | [
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Parameters
----------
conn : sa.Connection
The connection to use to execute the insert.
version_table : sa.Table
The version table of the asset database
version_value : int
The version to write in to the database | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L426-L440 | train | Writes the version value in to the version table. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110 + 0o55) + '\x32' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101100 + 0o5) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1710 - 1662) + '\x6f' + '\x32' + chr(0b10011 + 0o40), 0o10), ehT0Px3KOsy9(chr(48) + chr(9647 - 9536) + chr(0b110010) + '\067' + chr(226 - 173), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100011 + 0o114) + '\062' + chr(0b1110 + 0o51) + '\x35', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10010 + 0o40) + '\x30' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(4792 - 4681) + chr(49) + chr(1051 - 1003) + chr(50), 41308 - 41300), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + '\060', 163 - 155), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b10100 + 0o41) + chr(0b101110 + 0o3), 1710 - 1702), ehT0Px3KOsy9(chr(391 - 343) + chr(0b1101111) + chr(49) + '\064' + chr(2520 - 2466), 0o10), ehT0Px3KOsy9('\060' + chr(439 - 328) + '\x33' + '\x37' + chr(900 - 851), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + '\x31' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101100 + 0o103) + chr(0b10100 + 0o36) + '\x32' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b100100 + 0o17) + '\x32' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + '\063' + chr(1899 - 1847) + chr(116 - 68), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\x33' + chr(50) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(0b110001) + chr(686 - 631) + chr(492 - 441), ord("\x08")), ehT0Px3KOsy9(chr(434 - 386) + '\157' + '\061' + chr(0b10001 + 0o43) + chr(49), 34107 - 34099), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1663 - 1614) + '\062' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(0b101000 + 0o13) + chr(51) + chr(1742 - 1688), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110110) + chr(0b100110 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(0b110001) + chr(444 - 396) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1010 + 0o145) + chr(0b110001) + chr(0b110010 + 0o1) + chr(0b100101 + 0o20), 43809 - 43801), ehT0Px3KOsy9(chr(342 - 294) + '\157' + chr(0b110010) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(188 - 77) + '\x33' + chr(0b101101 + 0o6) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110 + 0o55) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b110101), 9171 - 9163), ehT0Px3KOsy9(chr(0b110000) + chr(11858 - 11747) + '\x31' + chr(464 - 415) + chr(1536 - 1488), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101111 + 0o2) + chr(0b110110) + chr(0b101000 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\x32' + chr(0b11001 + 0o33) + chr(0b1110 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(1846 - 1798) + chr(0b1001 + 0o146) + chr(730 - 681) + '\064' + chr(0b100011 + 0o23), 8), ehT0Px3KOsy9(chr(884 - 836) + '\x6f' + chr(0b10010 + 0o37) + chr(53) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110001) + '\060' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b1111 + 0o41) + chr(1275 - 1225), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11111 + 0o120) + chr(227 - 178) + '\x34' + '\x36', 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b10110 + 0o131) + chr(0b110100) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\067' + chr(0b101111 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10 + 0o60) + '\066' + '\x33', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(1968 - 1915) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa'), chr(0b1001011 + 0o31) + '\145' + '\143' + '\157' + chr(0b1111 + 0o125) + chr(101))('\x75' + '\164' + chr(1401 - 1299) + chr(1509 - 1464) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AsLAx63vki9o(npwjCV10gdob, txOXo59ndYej, C1vjC7DEksaM):
xafqLlk3kkUe(npwjCV10gdob, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1|kp\xc8\xc9\xe1'), chr(0b1100100) + chr(0b1100101) + chr(0b11100 + 0o107) + chr(111) + chr(0b100100 + 0o100) + '\145')('\x75' + chr(13084 - 12968) + '\146' + '\055' + chr(0b111000)))(xafqLlk3kkUe(WYulolZlf2HX, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbdj}v\xcf\xc9'), '\x64' + chr(0b110001 + 0o64) + '\143' + chr(0b1101111) + '\x64' + chr(0b1001001 + 0o34))(chr(4810 - 4693) + chr(0b101100 + 0o110) + chr(0b1100110) + chr(45) + chr(0b1111 + 0o51)))(txOXo59ndYej, values={xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2a|`\xd4\xd2\xea'), chr(0b1100100) + '\145' + chr(9380 - 9281) + chr(0b1101111) + chr(0b1010001 + 0o23) + chr(0b1100101))(chr(0b1 + 0o164) + chr(0b1110100) + '\146' + chr(0b11101 + 0o20) + chr(0b100111 + 0o21)): C1vjC7DEksaM})) |
quantopian/zipline | zipline/assets/asset_writer.py | AssetDBWriter.write_direct | def write_direct(self,
equities=None,
equity_symbol_mappings=None,
equity_supplementary_mappings=None,
futures=None,
exchanges=None,
root_symbols=None,
chunk_size=DEFAULT_CHUNK_SIZE):
"""Write asset metadata to a sqlite database in the format that it is
stored in the assets db.
Parameters
----------
equities : pd.DataFrame, optional
The equity metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this equity.
asset_name : str
The full name for this asset.
start_date : datetime
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
auto_close_date : datetime, optional
The date on which to close any positions in this asset.
exchange : str
The exchange where this asset is traded.
The index of this dataframe should contain the sids.
futures : pd.DataFrame, optional
The future contract metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this futures contract.
root_symbol : str
The root symbol, or the symbol with the expiration stripped
out.
asset_name : str
The full name for this asset.
start_date : datetime, optional
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
exchange : str
The exchange where this asset is traded.
notice_date : datetime
The date when the owner of the contract may be forced
to take physical delivery of the contract's asset.
expiration_date : datetime
The date when the contract expires.
auto_close_date : datetime
The date when the broker will automatically close any
positions in this contract.
tick_size : float
The minimum price movement of the contract.
multiplier: float
The amount of the underlying asset represented by this
contract.
exchanges : pd.DataFrame, optional
The exchanges where assets can be traded. The columns of this
dataframe are:
exchange : str
The full name of the exchange.
canonical_name : str
The canonical name of the exchange.
country_code : str
The ISO 3166 alpha-2 country code of the exchange.
root_symbols : pd.DataFrame, optional
The root symbols for the futures contracts. The columns for this
dataframe are:
root_symbol : str
The root symbol name.
root_symbol_id : int
The unique id for this root symbol.
sector : string, optional
The sector of this root symbol.
description : string, optional
A short description of this root symbol.
exchange : str
The exchange where this root symbol is traded.
equity_supplementary_mappings : pd.DataFrame, optional
Additional mappings from values of abitrary type to assets.
chunk_size : int, optional
The amount of rows to write to the SQLite table at once.
This defaults to the default number of bind params in sqlite.
If you have compiled sqlite3 with more bind or less params you may
want to pass that value here.
"""
if equities is not None:
equities = _generate_output_dataframe(
equities,
_direct_equities_defaults,
)
if equity_symbol_mappings is None:
raise ValueError(
'equities provided with no symbol mapping data',
)
equity_symbol_mappings = _generate_output_dataframe(
equity_symbol_mappings,
_equity_symbol_mappings_defaults,
)
_check_symbol_mappings(
equity_symbol_mappings,
exchanges,
equities['exchange'],
)
if equity_supplementary_mappings is not None:
equity_supplementary_mappings = _generate_output_dataframe(
equity_supplementary_mappings,
_equity_supplementary_mappings_defaults,
)
if futures is not None:
futures = _generate_output_dataframe(_futures_defaults, futures)
if exchanges is not None:
exchanges = _generate_output_dataframe(
exchanges.set_index('exchange'),
_exchanges_defaults,
)
if root_symbols is not None:
root_symbols = _generate_output_dataframe(
root_symbols,
_root_symbols_defaults,
)
# Set named identifier columns as indices, if provided.
_normalize_index_columns_in_place(
equities=equities,
equity_supplementary_mappings=equity_supplementary_mappings,
futures=futures,
exchanges=exchanges,
root_symbols=root_symbols,
)
self._real_write(
equities=equities,
equity_symbol_mappings=equity_symbol_mappings,
equity_supplementary_mappings=equity_supplementary_mappings,
futures=futures,
exchanges=exchanges,
root_symbols=root_symbols,
chunk_size=chunk_size,
) | python | def write_direct(self,
equities=None,
equity_symbol_mappings=None,
equity_supplementary_mappings=None,
futures=None,
exchanges=None,
root_symbols=None,
chunk_size=DEFAULT_CHUNK_SIZE):
"""Write asset metadata to a sqlite database in the format that it is
stored in the assets db.
Parameters
----------
equities : pd.DataFrame, optional
The equity metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this equity.
asset_name : str
The full name for this asset.
start_date : datetime
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
auto_close_date : datetime, optional
The date on which to close any positions in this asset.
exchange : str
The exchange where this asset is traded.
The index of this dataframe should contain the sids.
futures : pd.DataFrame, optional
The future contract metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this futures contract.
root_symbol : str
The root symbol, or the symbol with the expiration stripped
out.
asset_name : str
The full name for this asset.
start_date : datetime, optional
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
exchange : str
The exchange where this asset is traded.
notice_date : datetime
The date when the owner of the contract may be forced
to take physical delivery of the contract's asset.
expiration_date : datetime
The date when the contract expires.
auto_close_date : datetime
The date when the broker will automatically close any
positions in this contract.
tick_size : float
The minimum price movement of the contract.
multiplier: float
The amount of the underlying asset represented by this
contract.
exchanges : pd.DataFrame, optional
The exchanges where assets can be traded. The columns of this
dataframe are:
exchange : str
The full name of the exchange.
canonical_name : str
The canonical name of the exchange.
country_code : str
The ISO 3166 alpha-2 country code of the exchange.
root_symbols : pd.DataFrame, optional
The root symbols for the futures contracts. The columns for this
dataframe are:
root_symbol : str
The root symbol name.
root_symbol_id : int
The unique id for this root symbol.
sector : string, optional
The sector of this root symbol.
description : string, optional
A short description of this root symbol.
exchange : str
The exchange where this root symbol is traded.
equity_supplementary_mappings : pd.DataFrame, optional
Additional mappings from values of abitrary type to assets.
chunk_size : int, optional
The amount of rows to write to the SQLite table at once.
This defaults to the default number of bind params in sqlite.
If you have compiled sqlite3 with more bind or less params you may
want to pass that value here.
"""
if equities is not None:
equities = _generate_output_dataframe(
equities,
_direct_equities_defaults,
)
if equity_symbol_mappings is None:
raise ValueError(
'equities provided with no symbol mapping data',
)
equity_symbol_mappings = _generate_output_dataframe(
equity_symbol_mappings,
_equity_symbol_mappings_defaults,
)
_check_symbol_mappings(
equity_symbol_mappings,
exchanges,
equities['exchange'],
)
if equity_supplementary_mappings is not None:
equity_supplementary_mappings = _generate_output_dataframe(
equity_supplementary_mappings,
_equity_supplementary_mappings_defaults,
)
if futures is not None:
futures = _generate_output_dataframe(_futures_defaults, futures)
if exchanges is not None:
exchanges = _generate_output_dataframe(
exchanges.set_index('exchange'),
_exchanges_defaults,
)
if root_symbols is not None:
root_symbols = _generate_output_dataframe(
root_symbols,
_root_symbols_defaults,
)
# Set named identifier columns as indices, if provided.
_normalize_index_columns_in_place(
equities=equities,
equity_supplementary_mappings=equity_supplementary_mappings,
futures=futures,
exchanges=exchanges,
root_symbols=root_symbols,
)
self._real_write(
equities=equities,
equity_symbol_mappings=equity_symbol_mappings,
equity_supplementary_mappings=equity_supplementary_mappings,
futures=futures,
exchanges=exchanges,
root_symbols=root_symbols,
chunk_size=chunk_size,
) | [
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] | Write asset metadata to a sqlite database in the format that it is
stored in the assets db.
Parameters
----------
equities : pd.DataFrame, optional
The equity metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this equity.
asset_name : str
The full name for this asset.
start_date : datetime
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
auto_close_date : datetime, optional
The date on which to close any positions in this asset.
exchange : str
The exchange where this asset is traded.
The index of this dataframe should contain the sids.
futures : pd.DataFrame, optional
The future contract metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this futures contract.
root_symbol : str
The root symbol, or the symbol with the expiration stripped
out.
asset_name : str
The full name for this asset.
start_date : datetime, optional
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
exchange : str
The exchange where this asset is traded.
notice_date : datetime
The date when the owner of the contract may be forced
to take physical delivery of the contract's asset.
expiration_date : datetime
The date when the contract expires.
auto_close_date : datetime
The date when the broker will automatically close any
positions in this contract.
tick_size : float
The minimum price movement of the contract.
multiplier: float
The amount of the underlying asset represented by this
contract.
exchanges : pd.DataFrame, optional
The exchanges where assets can be traded. The columns of this
dataframe are:
exchange : str
The full name of the exchange.
canonical_name : str
The canonical name of the exchange.
country_code : str
The ISO 3166 alpha-2 country code of the exchange.
root_symbols : pd.DataFrame, optional
The root symbols for the futures contracts. The columns for this
dataframe are:
root_symbol : str
The root symbol name.
root_symbol_id : int
The unique id for this root symbol.
sector : string, optional
The sector of this root symbol.
description : string, optional
A short description of this root symbol.
exchange : str
The exchange where this root symbol is traded.
equity_supplementary_mappings : pd.DataFrame, optional
Additional mappings from values of abitrary type to assets.
chunk_size : int, optional
The amount of rows to write to the SQLite table at once.
This defaults to the default number of bind params in sqlite.
If you have compiled sqlite3 with more bind or less params you may
want to pass that value here. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L514-L668 | train | This function writes the asset metadata to a sqlite database in the format that it is stored in the assets db. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b11011 + 0o124) + '\x31' + chr(0b110000 + 0o0) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x34' + chr(0b1 + 0o65), 29957 - 29949), ehT0Px3KOsy9('\x30' + chr(111) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(5140 - 5029) + chr(1074 - 1025) + '\x32' + chr(1322 - 1268), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(49) + chr(0b100110 + 0o17), 50599 - 50591), ehT0Px3KOsy9(chr(1553 - 1505) + chr(111) + chr(2237 - 2188) + '\x33' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(4802 - 4691) + chr(144 - 91) + chr(50), 16931 - 16923), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1111 + 0o43) + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(12045 - 11934) + '\063' + chr(55) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1092 - 1038) + chr(48), 30455 - 30447), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b0 + 0o64), 3838 - 3830), ehT0Px3KOsy9(chr(876 - 828) + '\157' + chr(0b100 + 0o55) + chr(49) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(510 - 399) + '\062' + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + chr(2327 - 2278) + chr(49) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(2266 - 2218) + chr(0b11100 + 0o123) + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(0b101111 + 0o4) + chr(52) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b100100 + 0o14) + chr(0b110101), 51131 - 51123), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(634 - 581) + chr(53), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111) + chr(0b1100 + 0o51), 27649 - 27641), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(619 - 567) + chr(242 - 191), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100100 + 0o15) + chr(2872 - 2817) + chr(1092 - 1037), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(0b1 + 0o61) + chr(0b100011 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b11000 + 0o37) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + '\x31' + chr(0b110100) + chr(53), 15357 - 15349), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1265 - 1215) + '\067' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1206 - 1158) + chr(5467 - 5356) + chr(50) + '\x30' + chr(52), 34753 - 34745), ehT0Px3KOsy9(chr(2124 - 2076) + '\x6f' + chr(2145 - 2095) + chr(942 - 889), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + '\063' + chr(54) + chr(1083 - 1034), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4482 - 4371) + chr(49) + chr(0b100 + 0o62) + chr(1206 - 1152), 7946 - 7938), ehT0Px3KOsy9(chr(1702 - 1654) + '\157' + chr(0b110001) + chr(1179 - 1127), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\064' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(226 - 177) + '\x37' + chr(55), 8), ehT0Px3KOsy9(chr(159 - 111) + chr(0b1000 + 0o147) + chr(704 - 655) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(9610 - 9499) + '\060', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110100) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(592 - 544) + chr(111) + chr(0b110011 + 0o0) + chr(0b11100 + 0o31) + '\062', 0o10), ehT0Px3KOsy9(chr(289 - 241) + chr(0b1000 + 0o147) + chr(55) + '\063', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(1400 - 1352), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'j'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1010000 + 0o37) + chr(0b1000111 + 0o35) + '\x65')(chr(117) + '\164' + '\x66' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LJI3frz7v1rt(oVre8I6UXc3b, WvxAzhUZDKtV=None, IPJ7osBWfkfT=None, KEGBUJAi4vVA=None, eK7u0NR1L61z=None, fNiM4tIuLrqX=None, _hFyfoRobDUt=None, ha7Qr2IqbXbY=D7BQrMBkLMc3):
if WvxAzhUZDKtV is not None:
WvxAzhUZDKtV = CJyMDPsYI52S(WvxAzhUZDKtV, VQDmMRvKkpIj)
if IPJ7osBWfkfT is None:
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'!\xd7w?\xf91O\xca\xd8@f$\xdb!{\x80!\x1b\xdajI\xcb_yUE\xc8\xfdx\x93\x19`\x00\x12lpwM\x84\\d\xc2c"\xec'), chr(3044 - 2944) + chr(0b101111 + 0o66) + chr(9193 - 9094) + chr(7400 - 7289) + chr(0b111 + 0o135) + '\x65')('\x75' + '\164' + '\146' + chr(45) + chr(0b101010 + 0o16)))
IPJ7osBWfkfT = CJyMDPsYI52S(IPJ7osBWfkfT, BNI3UXs4l6r8)
ezfqv41hQVwe(IPJ7osBWfkfT, fNiM4tIuLrqX, WvxAzhUZDKtV[xafqLlk3kkUe(SXOLrMavuUCe(b'!\xdea>\xec6M\xdc'), chr(0b1100100) + chr(676 - 575) + chr(0b1011101 + 0o6) + '\157' + chr(0b1000010 + 0o42) + chr(3484 - 3383))('\x75' + chr(0b1101011 + 0o11) + chr(0b1100110) + chr(333 - 288) + '\x38')])
if KEGBUJAi4vVA is not None:
KEGBUJAi4vVA = CJyMDPsYI52S(KEGBUJAi4vVA, KVclsR8Hypn6)
if eK7u0NR1L61z is not None:
eK7u0NR1L61z = CJyMDPsYI52S(w7oEaxRVI_np, eK7u0NR1L61z)
if fNiM4tIuLrqX is not None:
fNiM4tIuLrqX = CJyMDPsYI52S(fNiM4tIuLrqX.set_index(xafqLlk3kkUe(SXOLrMavuUCe(b'!\xdea>\xec6M\xdc'), chr(0b1100100) + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1001101 + 0o47) + '\x66' + chr(1435 - 1390) + chr(2086 - 2030))), BiDSKmI90Un0)
if _hFyfoRobDUt is not None:
_hFyfoRobDUt = CJyMDPsYI52S(_hFyfoRobDUt, iL6gtvhTtjGh)
nNnjMxEifyVC(equities=WvxAzhUZDKtV, equity_supplementary_mappings=KEGBUJAi4vVA, futures=eK7u0NR1L61z, exchanges=fNiM4tIuLrqX, root_symbols=_hFyfoRobDUt)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\xd4g7\xe1\x07]\xcb\x91Dq'), chr(100) + '\145' + '\143' + chr(0b100010 + 0o115) + chr(0b11001 + 0o113) + chr(0b1100101))(chr(4451 - 4334) + chr(0b1110100) + chr(0b1001001 + 0o35) + chr(45) + chr(0b101110 + 0o12)))(equities=WvxAzhUZDKtV, equity_symbol_mappings=IPJ7osBWfkfT, equity_supplementary_mappings=KEGBUJAi4vVA, futures=eK7u0NR1L61z, exchanges=fNiM4tIuLrqX, root_symbols=_hFyfoRobDUt, chunk_size=ha7Qr2IqbXbY) |
quantopian/zipline | zipline/assets/asset_writer.py | AssetDBWriter.write | def write(self,
equities=None,
futures=None,
exchanges=None,
root_symbols=None,
equity_supplementary_mappings=None,
chunk_size=DEFAULT_CHUNK_SIZE):
"""Write asset metadata to a sqlite database.
Parameters
----------
equities : pd.DataFrame, optional
The equity metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this equity.
asset_name : str
The full name for this asset.
start_date : datetime
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
auto_close_date : datetime, optional
The date on which to close any positions in this asset.
exchange : str
The exchange where this asset is traded.
The index of this dataframe should contain the sids.
futures : pd.DataFrame, optional
The future contract metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this futures contract.
root_symbol : str
The root symbol, or the symbol with the expiration stripped
out.
asset_name : str
The full name for this asset.
start_date : datetime, optional
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
exchange : str
The exchange where this asset is traded.
notice_date : datetime
The date when the owner of the contract may be forced
to take physical delivery of the contract's asset.
expiration_date : datetime
The date when the contract expires.
auto_close_date : datetime
The date when the broker will automatically close any
positions in this contract.
tick_size : float
The minimum price movement of the contract.
multiplier: float
The amount of the underlying asset represented by this
contract.
exchanges : pd.DataFrame, optional
The exchanges where assets can be traded. The columns of this
dataframe are:
exchange : str
The full name of the exchange.
canonical_name : str
The canonical name of the exchange.
country_code : str
The ISO 3166 alpha-2 country code of the exchange.
root_symbols : pd.DataFrame, optional
The root symbols for the futures contracts. The columns for this
dataframe are:
root_symbol : str
The root symbol name.
root_symbol_id : int
The unique id for this root symbol.
sector : string, optional
The sector of this root symbol.
description : string, optional
A short description of this root symbol.
exchange : str
The exchange where this root symbol is traded.
equity_supplementary_mappings : pd.DataFrame, optional
Additional mappings from values of abitrary type to assets.
chunk_size : int, optional
The amount of rows to write to the SQLite table at once.
This defaults to the default number of bind params in sqlite.
If you have compiled sqlite3 with more bind or less params you may
want to pass that value here.
See Also
--------
zipline.assets.asset_finder
"""
if exchanges is None:
exchange_names = [
df['exchange']
for df in (equities, futures, root_symbols)
if df is not None
]
if exchange_names:
exchanges = pd.DataFrame({
'exchange': pd.concat(exchange_names).unique(),
})
data = self._load_data(
equities if equities is not None else pd.DataFrame(),
futures if futures is not None else pd.DataFrame(),
exchanges if exchanges is not None else pd.DataFrame(),
root_symbols if root_symbols is not None else pd.DataFrame(),
(
equity_supplementary_mappings
if equity_supplementary_mappings is not None
else pd.DataFrame()
),
)
self._real_write(
equities=data.equities,
equity_symbol_mappings=data.equities_mappings,
equity_supplementary_mappings=data.equity_supplementary_mappings,
futures=data.futures,
root_symbols=data.root_symbols,
exchanges=data.exchanges,
chunk_size=chunk_size,
) | python | def write(self,
equities=None,
futures=None,
exchanges=None,
root_symbols=None,
equity_supplementary_mappings=None,
chunk_size=DEFAULT_CHUNK_SIZE):
"""Write asset metadata to a sqlite database.
Parameters
----------
equities : pd.DataFrame, optional
The equity metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this equity.
asset_name : str
The full name for this asset.
start_date : datetime
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
auto_close_date : datetime, optional
The date on which to close any positions in this asset.
exchange : str
The exchange where this asset is traded.
The index of this dataframe should contain the sids.
futures : pd.DataFrame, optional
The future contract metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this futures contract.
root_symbol : str
The root symbol, or the symbol with the expiration stripped
out.
asset_name : str
The full name for this asset.
start_date : datetime, optional
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
exchange : str
The exchange where this asset is traded.
notice_date : datetime
The date when the owner of the contract may be forced
to take physical delivery of the contract's asset.
expiration_date : datetime
The date when the contract expires.
auto_close_date : datetime
The date when the broker will automatically close any
positions in this contract.
tick_size : float
The minimum price movement of the contract.
multiplier: float
The amount of the underlying asset represented by this
contract.
exchanges : pd.DataFrame, optional
The exchanges where assets can be traded. The columns of this
dataframe are:
exchange : str
The full name of the exchange.
canonical_name : str
The canonical name of the exchange.
country_code : str
The ISO 3166 alpha-2 country code of the exchange.
root_symbols : pd.DataFrame, optional
The root symbols for the futures contracts. The columns for this
dataframe are:
root_symbol : str
The root symbol name.
root_symbol_id : int
The unique id for this root symbol.
sector : string, optional
The sector of this root symbol.
description : string, optional
A short description of this root symbol.
exchange : str
The exchange where this root symbol is traded.
equity_supplementary_mappings : pd.DataFrame, optional
Additional mappings from values of abitrary type to assets.
chunk_size : int, optional
The amount of rows to write to the SQLite table at once.
This defaults to the default number of bind params in sqlite.
If you have compiled sqlite3 with more bind or less params you may
want to pass that value here.
See Also
--------
zipline.assets.asset_finder
"""
if exchanges is None:
exchange_names = [
df['exchange']
for df in (equities, futures, root_symbols)
if df is not None
]
if exchange_names:
exchanges = pd.DataFrame({
'exchange': pd.concat(exchange_names).unique(),
})
data = self._load_data(
equities if equities is not None else pd.DataFrame(),
futures if futures is not None else pd.DataFrame(),
exchanges if exchanges is not None else pd.DataFrame(),
root_symbols if root_symbols is not None else pd.DataFrame(),
(
equity_supplementary_mappings
if equity_supplementary_mappings is not None
else pd.DataFrame()
),
)
self._real_write(
equities=data.equities,
equity_symbol_mappings=data.equities_mappings,
equity_supplementary_mappings=data.equity_supplementary_mappings,
futures=data.futures,
root_symbols=data.root_symbols,
exchanges=data.exchanges,
chunk_size=chunk_size,
) | [
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Parameters
----------
equities : pd.DataFrame, optional
The equity metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this equity.
asset_name : str
The full name for this asset.
start_date : datetime
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
auto_close_date : datetime, optional
The date on which to close any positions in this asset.
exchange : str
The exchange where this asset is traded.
The index of this dataframe should contain the sids.
futures : pd.DataFrame, optional
The future contract metadata. The columns for this dataframe are:
symbol : str
The ticker symbol for this futures contract.
root_symbol : str
The root symbol, or the symbol with the expiration stripped
out.
asset_name : str
The full name for this asset.
start_date : datetime, optional
The date when this asset was created.
end_date : datetime, optional
The last date we have trade data for this asset.
first_traded : datetime, optional
The first date we have trade data for this asset.
exchange : str
The exchange where this asset is traded.
notice_date : datetime
The date when the owner of the contract may be forced
to take physical delivery of the contract's asset.
expiration_date : datetime
The date when the contract expires.
auto_close_date : datetime
The date when the broker will automatically close any
positions in this contract.
tick_size : float
The minimum price movement of the contract.
multiplier: float
The amount of the underlying asset represented by this
contract.
exchanges : pd.DataFrame, optional
The exchanges where assets can be traded. The columns of this
dataframe are:
exchange : str
The full name of the exchange.
canonical_name : str
The canonical name of the exchange.
country_code : str
The ISO 3166 alpha-2 country code of the exchange.
root_symbols : pd.DataFrame, optional
The root symbols for the futures contracts. The columns for this
dataframe are:
root_symbol : str
The root symbol name.
root_symbol_id : int
The unique id for this root symbol.
sector : string, optional
The sector of this root symbol.
description : string, optional
A short description of this root symbol.
exchange : str
The exchange where this root symbol is traded.
equity_supplementary_mappings : pd.DataFrame, optional
Additional mappings from values of abitrary type to assets.
chunk_size : int, optional
The amount of rows to write to the SQLite table at once.
This defaults to the default number of bind params in sqlite.
If you have compiled sqlite3 with more bind or less params you may
want to pass that value here.
See Also
--------
zipline.assets.asset_finder | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L670-L797 | train | Writes asset metadata to a sqlite database. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1811 - 1763) + chr(873 - 762) + '\063' + chr(2706 - 2652) + chr(2261 - 2207), 54453 - 54445), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + '\x36' + chr(0b101010 + 0o10), 41888 - 41880), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(49) + '\062' + '\x32', 0o10), ehT0Px3KOsy9(chr(874 - 826) + chr(409 - 298) + chr(50) + chr(0b110011) + chr(54), 0o10), ehT0Px3KOsy9(chr(2215 - 2167) + chr(0b1101011 + 0o4) + '\x33' + chr(0b110000) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2118 - 2068) + '\x35' + chr(0b101 + 0o60), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2064 - 1953) + chr(1357 - 1308) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1149 - 1101) + chr(11441 - 11330) + chr(0b10100 + 0o36) + '\x36' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(2225 - 2177) + chr(7638 - 7527) + chr(1350 - 1301) + chr(1151 - 1097) + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\060' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\x37' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\062' + chr(0b101 + 0o55), 12892 - 12884), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x33' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(6976 - 6865) + '\x32' + chr(55), 48929 - 48921), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + '\063' + '\x33' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b10101 + 0o132) + chr(560 - 507) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4984 - 4873) + chr(0b110111) + chr(54), 4627 - 4619), ehT0Px3KOsy9(chr(48) + '\157' + chr(380 - 331) + chr(0b110010) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b110100) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110100) + '\061', 56189 - 56181), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(0b100001 + 0o24) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(174 - 126) + '\x6f' + chr(2292 - 2242) + chr(49) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1233 - 1183) + chr(0b110000) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o50) + chr(0b110010) + chr(50), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\063' + '\064', 53459 - 53451), ehT0Px3KOsy9(chr(437 - 389) + chr(0b101100 + 0o103) + '\x31' + chr(0b110011) + chr(0b11010 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110011 + 0o1) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x32' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\064' + chr(0b11111 + 0o27), 54814 - 54806), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x35' + '\x32', 48485 - 48477), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11100 + 0o25) + chr(0b110001) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101110 + 0o3) + chr(52) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11110 + 0o31) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10453 - 10342) + chr(0b110010) + '\065' + '\x37', 34262 - 34254), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(49) + chr(0b110100) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\065' + '\x32', 23 - 15), ehT0Px3KOsy9(chr(1677 - 1629) + chr(0b1101111) + chr(0b110001 + 0o0) + chr(0b110011) + '\x32', 58281 - 58273), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(0b11111 + 0o24) + chr(2153 - 2098), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11010 + 0o33) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8'), '\x64' + '\145' + chr(5811 - 5712) + '\x6f' + '\x64' + chr(101))('\165' + '\x74' + chr(1282 - 1180) + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b, WvxAzhUZDKtV=None, eK7u0NR1L61z=None, fNiM4tIuLrqX=None, _hFyfoRobDUt=None, KEGBUJAi4vVA=None, ha7Qr2IqbXbY=D7BQrMBkLMc3):
if fNiM4tIuLrqX is None:
GQIRRNY2jmZh = [aVhM9WzaWXU5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x93J1\xf6\xa2\xc3k\xd6'), chr(100) + chr(0b1100101) + chr(1100 - 1001) + chr(0b1 + 0o156) + '\144' + chr(0b10101 + 0o120))('\165' + '\x74' + chr(2479 - 2377) + '\055' + '\x38')] for aVhM9WzaWXU5 in (WvxAzhUZDKtV, eK7u0NR1L61z, _hFyfoRobDUt) if aVhM9WzaWXU5 is not None]
if GQIRRNY2jmZh:
fNiM4tIuLrqX = dubtF9GfzOdC.DataFrame({xafqLlk3kkUe(SXOLrMavuUCe(b'\x93J1\xf6\xa2\xc3k\xd6'), '\144' + '\145' + '\143' + '\157' + chr(0b1001 + 0o133) + '\x65')('\165' + chr(0b10001 + 0o143) + '\x66' + '\055' + chr(2643 - 2587)): dubtF9GfzOdC.concat(GQIRRNY2jmZh).unique()})
ULnjp6D6efFH = oVre8I6UXc3b._load_data(WvxAzhUZDKtV if WvxAzhUZDKtV is not None else dubtF9GfzOdC.DataFrame(), eK7u0NR1L61z if eK7u0NR1L61z is not None else dubtF9GfzOdC.DataFrame(), fNiM4tIuLrqX if fNiM4tIuLrqX is not None else dubtF9GfzOdC.DataFrame(), _hFyfoRobDUt if _hFyfoRobDUt is not None else dubtF9GfzOdC.DataFrame(), KEGBUJAi4vVA if KEGBUJAi4vVA is not None else dubtF9GfzOdC.DataFrame())
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9@7\xff\xaf\xf2{\xc1\x1e\xb1\x18'), chr(100) + chr(101) + chr(99) + chr(3755 - 3644) + '\x64' + chr(1994 - 1893))('\x75' + '\x74' + chr(102) + chr(0b101101) + chr(56)))(equities=xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b"\x93C'\xf7\xb7\xc4i\xc0"), chr(0b110000 + 0o64) + chr(101) + '\143' + chr(111) + '\144' + chr(0b1010001 + 0o24))(chr(1371 - 1254) + chr(737 - 621) + '\x66' + chr(45) + chr(0b111000))), equity_symbol_mappings=xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b"\x93C'\xf7\xb7\xc4i\xc0(\xa8\x1c\xe2\xa9fop\xab"), chr(100) + '\145' + '\x63' + '\157' + '\x64' + '\145')('\x75' + chr(7855 - 7739) + '\x66' + chr(371 - 326) + '\070')), equity_supplementary_mappings=xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b"\x93C'\xf7\xb7\xd4S\xc0\x02\xb5\r\xfe\xbcbdy\xacNL-\xf9LH\xfd\xf2\xfb\xb29\x12"), chr(100) + '\145' + chr(0b100110 + 0o75) + '\x6f' + chr(0b1001110 + 0o26) + chr(101))('\165' + '\x74' + '\146' + '\055' + '\070')), futures=xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90G&\xeb\xb1\xc8\x7f'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b10000 + 0o137) + chr(5035 - 4935) + '\x65')(chr(10757 - 10640) + chr(3522 - 3406) + '\x66' + '\x2d' + chr(0b111000))), root_symbols=xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84]=\xea\x9c\xdeu\xde\x15\xaa\x11\xe1'), '\144' + chr(101) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(117) + chr(0b100000 + 0o124) + chr(6835 - 6733) + chr(272 - 227) + chr(970 - 914))), exchanges=xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93J1\xf6\xa2\xc3k\xd6\x04'), chr(8639 - 8539) + chr(0b10000 + 0o125) + chr(99) + chr(0b1101111) + '\144' + chr(101))(chr(0b1010 + 0o153) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000))), chunk_size=ha7Qr2IqbXbY) |
quantopian/zipline | zipline/assets/asset_writer.py | AssetDBWriter._all_tables_present | def _all_tables_present(self, txn):
"""
Checks if any tables are present in the current assets database.
Parameters
----------
txn : Transaction
The open transaction to check in.
Returns
-------
has_tables : bool
True if any tables are present, otherwise False.
"""
conn = txn.connect()
for table_name in asset_db_table_names:
if txn.dialect.has_table(conn, table_name):
return True
return False | python | def _all_tables_present(self, txn):
"""
Checks if any tables are present in the current assets database.
Parameters
----------
txn : Transaction
The open transaction to check in.
Returns
-------
has_tables : bool
True if any tables are present, otherwise False.
"""
conn = txn.connect()
for table_name in asset_db_table_names:
if txn.dialect.has_table(conn, table_name):
return True
return False | [
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(7843 - 7732) + chr(0b110001) + chr(50) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + '\064' + chr(2648 - 2593), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1974 - 1924) + chr(50) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(232 - 181) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2098 - 2049) + chr(0b110101) + '\061', 24669 - 24661), ehT0Px3KOsy9(chr(1396 - 1348) + chr(0b1101111) + chr(50) + '\x33' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x33' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(11486 - 11375) + '\x32' + chr(0b101101 + 0o5), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\061', 62387 - 62379), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(0b10000 + 0o41) + chr(0b110110) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\067' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1714 - 1666) + chr(111) + chr(2129 - 2079) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(12222 - 12111) + chr(50) + chr(0b110000) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b110011) + chr(0b110110) + chr(744 - 696), 0o10), ehT0Px3KOsy9(chr(350 - 302) + '\x6f' + chr(1927 - 1876) + chr(0b11101 + 0o32) + chr(1622 - 1573), 41189 - 41181), ehT0Px3KOsy9('\060' + chr(11866 - 11755) + chr(770 - 721) + chr(0b110001) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(671 - 623) + chr(111) + chr(50) + chr(1878 - 1827) + '\x37', 19364 - 19356), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100 + 0o57) + chr(51) + chr(0b101101 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o43) + chr(51) + chr(519 - 469), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + chr(2308 - 2256) + chr(1262 - 1212), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(533 - 484) + chr(0b110101) + chr(48), 57962 - 57954), ehT0Px3KOsy9(chr(1470 - 1422) + chr(0b111011 + 0o64) + chr(0b110100 + 0o2) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001 + 0o2) + chr(0b10110 + 0o34) + '\065', 1170 - 1162), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(50) + '\x35' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b101011 + 0o6) + chr(48) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x34' + chr(0b110100), 29175 - 29167), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b110011) + '\x30' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(4096 - 3985) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10111 + 0o33) + chr(0b110101), 29436 - 29428), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101 + 0o56) + chr(0b110010) + '\x37', 50821 - 50813), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(848 - 793) + chr(862 - 814), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111 + 0o0) + chr(786 - 736) + chr(0b11100 + 0o25), 8), ehT0Px3KOsy9(chr(830 - 782) + chr(0b1101111) + chr(0b10001 + 0o40) + chr(52) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + chr(0b110001) + chr(576 - 524) + chr(1041 - 987), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110000) + chr(1254 - 1199), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(1871 - 1820) + chr(0b110101) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7640 - 7529) + '\x33' + chr(2648 - 2593) + chr(55), 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(51) + chr(2538 - 2484) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b10000 + 0o45) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + chr(2070 - 2019) + '\065' + chr(0b100101 + 0o16), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110101) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'{'), '\144' + chr(0b110101 + 0o60) + chr(2277 - 2178) + '\x6f' + chr(0b100010 + 0o102) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(4406 - 4304) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OVIK1SDRQDjO(oVre8I6UXc3b, fSjUfuMTuez5):
npwjCV10gdob = fSjUfuMTuez5.connect()
for NKKFbr2Z4sr1 in gVG_JZHHj7lk:
if xafqLlk3kkUe(fSjUfuMTuez5.dialect, xafqLlk3kkUe(SXOLrMavuUCe(b'=F\xe0\xa0\x1d\xfd;~t'), chr(0b1100100) + chr(101) + chr(99) + chr(9050 - 8939) + chr(8137 - 8037) + chr(0b1100101))(chr(0b100 + 0o161) + '\x74' + '\146' + '\x2d' + chr(1289 - 1233)))(npwjCV10gdob, NKKFbr2Z4sr1):
return ehT0Px3KOsy9(chr(560 - 512) + chr(111) + '\061', ord("\x08"))
return ehT0Px3KOsy9(chr(1683 - 1635) + chr(0b1101111) + chr(0b110000), 0b1000) |
quantopian/zipline | zipline/assets/asset_writer.py | AssetDBWriter.init_db | def init_db(self, txn=None):
"""Connect to database and create tables.
Parameters
----------
txn : sa.engine.Connection, optional
The transaction to execute in. If this is not provided, a new
transaction will be started with the engine provided.
Returns
-------
metadata : sa.MetaData
The metadata that describes the new assets db.
"""
with ExitStack() as stack:
if txn is None:
txn = stack.enter_context(self.engine.begin())
tables_already_exist = self._all_tables_present(txn)
# Create the SQL tables if they do not already exist.
metadata.create_all(txn, checkfirst=True)
if tables_already_exist:
check_version_info(txn, version_info, ASSET_DB_VERSION)
else:
write_version_info(txn, version_info, ASSET_DB_VERSION) | python | def init_db(self, txn=None):
"""Connect to database and create tables.
Parameters
----------
txn : sa.engine.Connection, optional
The transaction to execute in. If this is not provided, a new
transaction will be started with the engine provided.
Returns
-------
metadata : sa.MetaData
The metadata that describes the new assets db.
"""
with ExitStack() as stack:
if txn is None:
txn = stack.enter_context(self.engine.begin())
tables_already_exist = self._all_tables_present(txn)
# Create the SQL tables if they do not already exist.
metadata.create_all(txn, checkfirst=True)
if tables_already_exist:
check_version_info(txn, version_info, ASSET_DB_VERSION)
else:
write_version_info(txn, version_info, ASSET_DB_VERSION) | [
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txn : sa.engine.Connection, optional
The transaction to execute in. If this is not provided, a new
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Returns
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metadata : sa.MetaData
The metadata that describes the new assets db. | [
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"to",
"database",
"and",
"create",
"tables",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L876-L902 | train | Connect to database and create tables. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2065 - 2017) + chr(0b1101001 + 0o6) + chr(0b100 + 0o56) + '\067' + chr(0b11111 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(1465 - 1354) + chr(0b110011) + '\x31' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(95 - 42) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(1677 - 1625) + chr(0b10000 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b101101 + 0o5) + chr(892 - 839), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11001 + 0o36) + chr(0b10001 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(0b110001 + 0o2) + chr(577 - 524) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(12116 - 12005) + '\061' + '\x36' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1304 - 1256) + chr(0b1101111) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(55) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1244 - 1196) + chr(0b1000101 + 0o52) + chr(0b101000 + 0o13) + chr(2270 - 2217) + chr(0b110010 + 0o3), 0o10), ehT0Px3KOsy9(chr(569 - 521) + chr(111) + chr(1741 - 1692) + '\x30' + '\061', 36133 - 36125), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b100011 + 0o17) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100100 + 0o22) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x37' + chr(232 - 182), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1791 - 1740) + '\x37' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(2299 - 2188) + chr(2467 - 2415) + chr(52), 36225 - 36217), ehT0Px3KOsy9('\060' + chr(10347 - 10236) + chr(0b10100 + 0o36) + chr(54) + '\067', 38998 - 38990), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1547 - 1498) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9368 - 9257) + '\061' + chr(1543 - 1495), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(597 - 486) + '\067' + chr(0b100110 + 0o13), 8), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + '\064' + chr(0b101100 + 0o6), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(49) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110011) + chr(50) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\063' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(1555 - 1501) + chr(1761 - 1712), 0o10), ehT0Px3KOsy9('\x30' + chr(3133 - 3022) + chr(0b110010) + chr(614 - 562) + chr(0b11010 + 0o35), 47447 - 47439), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(2657 - 2546) + chr(423 - 374) + chr(1193 - 1142) + chr(0b110111), 8), ehT0Px3KOsy9(chr(567 - 519) + chr(0b1101111) + '\064' + chr(0b11001 + 0o27), 0o10), ehT0Px3KOsy9('\x30' + chr(5413 - 5302) + chr(0b110011) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1633 - 1585) + '\157' + '\x31' + chr(48) + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + chr(1705 - 1594) + '\x31' + chr(51) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\067' + chr(830 - 779), 0o10), ehT0Px3KOsy9(chr(48) + chr(7010 - 6899) + chr(0b110111) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1873 - 1822) + '\061' + '\066', 0b1000), ehT0Px3KOsy9(chr(1577 - 1529) + chr(0b1101111) + chr(0b110001) + chr(0b11100 + 0o30) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\x31' + chr(0b110110) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(51) + chr(0b11 + 0o60) + chr(2172 - 2117), 7779 - 7771), ehT0Px3KOsy9(chr(2109 - 2061) + '\157' + '\x32' + '\x34', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(1653 - 1600) + '\x30', 2538 - 2530)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x95'), '\144' + chr(101) + chr(0b1100011) + chr(111) + '\144' + chr(101))(chr(10621 - 10504) + '\164' + chr(2813 - 2711) + chr(0b101 + 0o50) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eGns488HWWoG(oVre8I6UXc3b, fSjUfuMTuez5=None):
with un5spL6lgqx6() as rFoCQMjVYqWa:
if fSjUfuMTuez5 is None:
fSjUfuMTuez5 = rFoCQMjVYqWa.enter_context(oVre8I6UXc3b.engine.begin())
onV7DTjlSR9A = oVre8I6UXc3b._all_tables_present(fSjUfuMTuez5)
xafqLlk3kkUe(mU7wOAGoTnlM, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\xbf\x8f\x02\xe1\\\xb6\x15j\x96'), chr(0b1100100) + '\145' + chr(8290 - 8191) + '\157' + chr(3154 - 3054) + '\145')(chr(0b10 + 0o163) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))(fSjUfuMTuez5, checkfirst=ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b110001), ord("\x08")))
if onV7DTjlSR9A:
aqUe6fUpgpvK(fSjUfuMTuez5, YesMzCt3lKG1, ReIF4Ava3Ng4)
else:
AsLAx63vki9o(fSjUfuMTuez5, YesMzCt3lKG1, ReIF4Ava3Ng4) |
quantopian/zipline | zipline/assets/asset_writer.py | AssetDBWriter._load_data | def _load_data(self,
equities,
futures,
exchanges,
root_symbols,
equity_supplementary_mappings):
"""
Returns a standard set of pandas.DataFrames:
equities, futures, exchanges, root_symbols
"""
# Set named identifier columns as indices, if provided.
_normalize_index_columns_in_place(
equities=equities,
equity_supplementary_mappings=equity_supplementary_mappings,
futures=futures,
exchanges=exchanges,
root_symbols=root_symbols,
)
futures_output = self._normalize_futures(futures)
equity_supplementary_mappings_output = (
self._normalize_equity_supplementary_mappings(
equity_supplementary_mappings,
)
)
exchanges_output = _generate_output_dataframe(
data_subset=exchanges,
defaults=_exchanges_defaults,
)
equities_output, equities_mappings = self._normalize_equities(
equities,
exchanges_output,
)
root_symbols_output = _generate_output_dataframe(
data_subset=root_symbols,
defaults=_root_symbols_defaults,
)
return AssetData(
equities=equities_output,
equities_mappings=equities_mappings,
futures=futures_output,
exchanges=exchanges_output,
root_symbols=root_symbols_output,
equity_supplementary_mappings=equity_supplementary_mappings_output,
) | python | def _load_data(self,
equities,
futures,
exchanges,
root_symbols,
equity_supplementary_mappings):
"""
Returns a standard set of pandas.DataFrames:
equities, futures, exchanges, root_symbols
"""
# Set named identifier columns as indices, if provided.
_normalize_index_columns_in_place(
equities=equities,
equity_supplementary_mappings=equity_supplementary_mappings,
futures=futures,
exchanges=exchanges,
root_symbols=root_symbols,
)
futures_output = self._normalize_futures(futures)
equity_supplementary_mappings_output = (
self._normalize_equity_supplementary_mappings(
equity_supplementary_mappings,
)
)
exchanges_output = _generate_output_dataframe(
data_subset=exchanges,
defaults=_exchanges_defaults,
)
equities_output, equities_mappings = self._normalize_equities(
equities,
exchanges_output,
)
root_symbols_output = _generate_output_dataframe(
data_subset=root_symbols,
defaults=_root_symbols_defaults,
)
return AssetData(
equities=equities_output,
equities_mappings=equities_mappings,
futures=futures_output,
exchanges=exchanges_output,
root_symbols=root_symbols_output,
equity_supplementary_mappings=equity_supplementary_mappings_output,
) | [
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equities, futures, exchanges, root_symbols | [
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"exchanges",
"root_symbols"
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/assets/asset_writer.py#L970-L1019 | train | Load the data for the given asset. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(8949 - 8838) + chr(0b1010 + 0o51) + '\066' + '\x37', 0b1000), ehT0Px3KOsy9(chr(755 - 707) + chr(0b1101111) + chr(0b101001 + 0o10) + chr(0b110101) + chr(0b11010 + 0o33), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(2082 - 2033) + chr(48) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110 + 0o55) + chr(0b110000) + chr(2419 - 2365), 3445 - 3437), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100000 + 0o23) + chr(0b110100) + chr(1856 - 1803), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2468 - 2357) + chr(1874 - 1824) + chr(1489 - 1439) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(5055 - 4944) + chr(290 - 240) + '\062' + chr(0b110101), 8), ehT0Px3KOsy9(chr(469 - 421) + chr(111) + chr(51) + chr(122 - 69) + chr(212 - 160), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b110 + 0o151) + chr(49) + '\067' + chr(0b110 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9901 - 9790) + '\064' + chr(0b100010 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110111) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(0b110111) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(53) + chr(1288 - 1240), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b10001 + 0o40) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(2882 - 2827) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(9535 - 9424) + chr(0b110110) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b100011 + 0o23) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b1010 + 0o51) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + '\x31' + '\067', 5533 - 5525), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(1809 - 1759) + chr(0b10110 + 0o40), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + '\064' + chr(0b110010 + 0o4), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b10100 + 0o37) + chr(50), 1382 - 1374), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(1427 - 1376) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + chr(0b11010 + 0o32) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b101 + 0o56) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(0b110011) + chr(0b110001) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\x32' + '\060' + chr(53), 22842 - 22834), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1100 + 0o45) + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\x34' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(2183 - 2135) + chr(111) + '\x32' + '\060' + chr(2002 - 1947), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(1574 - 1523) + chr(230 - 177) + chr(0b110110), 28103 - 28095), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1232 - 1181) + chr(0b110010), 4127 - 4119), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x33', 37475 - 37467), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\062' + chr(53), 8), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b11100 + 0o24), 34136 - 34128), ehT0Px3KOsy9(chr(48) + chr(4764 - 4653) + chr(0b110101) + chr(0b11001 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(51) + chr(0b101000 + 0o15), 8), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + chr(51) + chr(0b110000) + chr(0b101001 + 0o12), 0b1000), ehT0Px3KOsy9(chr(1617 - 1569) + chr(111) + chr(0b110010) + '\067' + chr(0b11110 + 0o26), 4836 - 4828)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(870 - 822), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9'), chr(100) + chr(101) + '\143' + chr(6600 - 6489) + chr(910 - 810) + chr(0b1100101))(chr(117) + '\164' + '\x66' + '\055' + chr(0b100001 + 0o27)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Duqx9whRLnnl(oVre8I6UXc3b, WvxAzhUZDKtV, eK7u0NR1L61z, fNiM4tIuLrqX, _hFyfoRobDUt, KEGBUJAi4vVA):
nNnjMxEifyVC(equities=WvxAzhUZDKtV, equity_supplementary_mappings=KEGBUJAi4vVA, futures=eK7u0NR1L61z, exchanges=fNiM4tIuLrqX, root_symbols=_hFyfoRobDUt)
ztmpmSirV7pu = oVre8I6UXc3b._normalize_futures(eK7u0NR1L61z)
Qo1GjOuL5Z63 = oVre8I6UXc3b._normalize_equity_supplementary_mappings(KEGBUJAi4vVA)
jigi_jBuy4X6 = CJyMDPsYI52S(data_subset=fNiM4tIuLrqX, defaults=BiDSKmI90Un0)
(qx9kWGmH0LiP, gUuromzd7_ob) = oVre8I6UXc3b._normalize_equities(WvxAzhUZDKtV, jigi_jBuy4X6)
FGb1Fpc0kNBR = CJyMDPsYI52S(data_subset=_hFyfoRobDUt, defaults=iL6gtvhTtjGh)
return svxoZiSq74Yi(equities=qx9kWGmH0LiP, equities_mappings=gUuromzd7_ob, futures=ztmpmSirV7pu, exchanges=jigi_jBuy4X6, root_symbols=FGb1Fpc0kNBR, equity_supplementary_mappings=Qo1GjOuL5Z63) |
quantopian/zipline | zipline/pipeline/loaders/blaze/utils.py | load_raw_data | def load_raw_data(assets,
data_query_cutoff_times,
expr,
odo_kwargs,
checkpoints=None):
"""
Given an expression representing data to load, perform normalization and
forward-filling and return the data, materialized. Only accepts data with a
`sid` field.
Parameters
----------
assets : pd.int64index
the assets to load data for.
data_query_cutoff_times : pd.DatetimeIndex
The datetime when data should no longer be considered available for
a session.
expr : expr
the expression representing the data to load.
odo_kwargs : dict
extra keyword arguments to pass to odo when executing the expression.
checkpoints : expr, optional
the expression representing the checkpointed data for `expr`.
Returns
-------
raw : pd.dataframe
The result of computing expr and materializing the result as a
dataframe.
"""
lower_dt, upper_dt = data_query_cutoff_times[[0, -1]]
raw = ffill_query_in_range(
expr,
lower_dt,
upper_dt,
checkpoints=checkpoints,
odo_kwargs=odo_kwargs,
)
sids = raw[SID_FIELD_NAME]
raw.drop(
sids[~sids.isin(assets)].index,
inplace=True
)
return raw | python | def load_raw_data(assets,
data_query_cutoff_times,
expr,
odo_kwargs,
checkpoints=None):
"""
Given an expression representing data to load, perform normalization and
forward-filling and return the data, materialized. Only accepts data with a
`sid` field.
Parameters
----------
assets : pd.int64index
the assets to load data for.
data_query_cutoff_times : pd.DatetimeIndex
The datetime when data should no longer be considered available for
a session.
expr : expr
the expression representing the data to load.
odo_kwargs : dict
extra keyword arguments to pass to odo when executing the expression.
checkpoints : expr, optional
the expression representing the checkpointed data for `expr`.
Returns
-------
raw : pd.dataframe
The result of computing expr and materializing the result as a
dataframe.
"""
lower_dt, upper_dt = data_query_cutoff_times[[0, -1]]
raw = ffill_query_in_range(
expr,
lower_dt,
upper_dt,
checkpoints=checkpoints,
odo_kwargs=odo_kwargs,
)
sids = raw[SID_FIELD_NAME]
raw.drop(
sids[~sids.isin(assets)].index,
inplace=True
)
return raw | [
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Parameters
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assets : pd.int64index
the assets to load data for.
data_query_cutoff_times : pd.DatetimeIndex
The datetime when data should no longer be considered available for
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expr : expr
the expression representing the data to load.
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extra keyword arguments to pass to odo when executing the expression.
checkpoints : expr, optional
the expression representing the checkpointed data for `expr`.
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raw : pd.dataframe
The result of computing expr and materializing the result as a
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/loaders/blaze/utils.py#L5-L48 | train | This function loads the data for a specific asset. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(7749 - 7638) + '\061' + chr(0b10101 + 0o41) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(0b10100 + 0o37) + chr(0b1111 + 0o43) + chr(2477 - 2427), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + '\061' + chr(55) + chr(495 - 445), 11469 - 11461), ehT0Px3KOsy9(chr(995 - 947) + chr(111) + '\063' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x37' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11357 - 11246) + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1 + 0o61) + chr(0b1111 + 0o43) + chr(2609 - 2556), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(1253 - 1198) + chr(0b101101 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b101110 + 0o5) + '\065' + chr(49), 17309 - 17301), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100001 + 0o24), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2708 - 2653) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(2247 - 2199) + '\157' + '\x33' + chr(0b111 + 0o55) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1492 - 1443) + chr(0b110101) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(741 - 630) + '\063' + chr(310 - 261) + chr(1102 - 1054), 62674 - 62666), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(1868 - 1816) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101000 + 0o7) + chr(0b110011) + chr(0b101010 + 0o12) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(0b110010) + chr(0b110111) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10110 + 0o35) + chr(48) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10416 - 10305) + '\x33' + chr(48) + chr(0b100101 + 0o13), 23329 - 23321), ehT0Px3KOsy9(chr(2116 - 2068) + '\157' + chr(1993 - 1942) + chr(1773 - 1720) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\060' + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\062' + chr(448 - 395), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b110011) + chr(53) + chr(217 - 167), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4021 - 3910) + chr(0b11011 + 0o34) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(49) + '\x36' + chr(48), 0b1000), ehT0Px3KOsy9(chr(436 - 388) + '\157' + '\x31' + chr(898 - 845) + chr(428 - 374), 42776 - 42768), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + '\x31' + chr(0b110101) + chr(2796 - 2742), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\060' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(7355 - 7244) + chr(1324 - 1273) + '\x31' + chr(0b110 + 0o55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + '\x35', 37206 - 37198), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(1388 - 1336) + chr(0b1011 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2889 - 2778) + chr(1249 - 1199) + chr(48) + chr(54), 42189 - 42181), ehT0Px3KOsy9(chr(1618 - 1570) + '\x6f' + chr(51) + '\x35' + chr(0b110001), 8), ehT0Px3KOsy9(chr(671 - 623) + chr(0b101 + 0o152) + chr(0b0 + 0o62) + chr(1341 - 1286) + chr(0b110101), 8), ehT0Px3KOsy9(chr(1847 - 1799) + '\157' + chr(1517 - 1466) + '\066' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b100111 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11110 + 0o23) + chr(0b100100 + 0o23) + chr(0b10110 + 0o37), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101000 + 0o15) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'_'), '\x64' + '\x65' + chr(0b1000000 + 0o43) + chr(111) + '\144' + chr(0b1000 + 0o135))('\x75' + chr(0b100101 + 0o117) + chr(102) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def e65ZrZM4LA8Y(YGFU3oxACPcg, WLH1BzbaXVGy, uI2evTH5km5q, vVaBgibPT0T4, ZoiWO7qyi1ja=None):
(D1z2DMrFE_9N, nUpf51Wk8h2L) = WLH1BzbaXVGy[[ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1011 + 0o45), 0o10), -ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b100111 + 0o110) + chr(1856 - 1807), ord("\x08"))]]
E5jPYKeS99ZR = THoNrxCv0prX(uI2evTH5km5q, D1z2DMrFE_9N, nUpf51Wk8h2L, checkpoints=ZoiWO7qyi1ja, odo_kwargs=vVaBgibPT0T4)
vpNBss375oFz = E5jPYKeS99ZR[w7OgnUPP5JMd]
xafqLlk3kkUe(E5jPYKeS99ZR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15z\xbd\n'), '\144' + chr(101) + chr(0b110110 + 0o55) + chr(12032 - 11921) + chr(0b101010 + 0o72) + '\145')(chr(0b1110101) + '\x74' + chr(0b100101 + 0o101) + '\055' + chr(0b111000)))(xafqLlk3kkUe(vpNBss375oFz[~vpNBss375oFz.isin(YGFU3oxACPcg)], xafqLlk3kkUe(SXOLrMavuUCe(b')l\xbd\rN\x9a`\xde\xe7\xbeI\x04'), chr(0b11110 + 0o106) + chr(0b1100011 + 0o2) + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(10044 - 9927) + '\x74' + chr(102) + chr(0b101101) + '\070')), inplace=ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + '\061', 8))
return E5jPYKeS99ZR |
quantopian/zipline | zipline/utils/range.py | from_tuple | def from_tuple(tup):
"""Convert a tuple into a range with error handling.
Parameters
----------
tup : tuple (len 2 or 3)
The tuple to turn into a range.
Returns
-------
range : range
The range from the tuple.
Raises
------
ValueError
Raised when the tuple length is not 2 or 3.
"""
if len(tup) not in (2, 3):
raise ValueError(
'tuple must contain 2 or 3 elements, not: %d (%r' % (
len(tup),
tup,
),
)
return range(*tup) | python | def from_tuple(tup):
"""Convert a tuple into a range with error handling.
Parameters
----------
tup : tuple (len 2 or 3)
The tuple to turn into a range.
Returns
-------
range : range
The range from the tuple.
Raises
------
ValueError
Raised when the tuple length is not 2 or 3.
"""
if len(tup) not in (2, 3):
raise ValueError(
'tuple must contain 2 or 3 elements, not: %d (%r' % (
len(tup),
tup,
),
)
return range(*tup) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/range.py#L151-L176 | train | Convert a tuple into a range with error handling. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(50) + chr(0b101 + 0o62) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + chr(2095 - 2046) + '\065' + chr(0b11010 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b100010 + 0o25) + chr(1953 - 1898), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\x31' + chr(0b110111) + chr(51), 55826 - 55818), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\065' + chr(209 - 158), 56844 - 56836), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(0b11101 + 0o122) + chr(0b110100), 30618 - 30610), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(0b110011) + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\x32' + chr(0b11110 + 0o25), 0o10), ehT0Px3KOsy9('\x30' + chr(4595 - 4484) + '\x33' + chr(0b1111 + 0o41) + chr(0b10011 + 0o35), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1595 - 1484) + chr(0b110010) + chr(1205 - 1157) + chr(0b1 + 0o64), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b100110 + 0o16) + chr(0b101 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\x31' + chr(0b110101) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(644 - 596) + chr(111) + '\x31' + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9(chr(698 - 650) + chr(111) + chr(50) + '\060' + chr(1330 - 1282), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10168 - 10057) + chr(738 - 688) + '\065' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1202 - 1154) + chr(0b1101111) + chr(474 - 425) + chr(0b11011 + 0o33) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110100 + 0o2) + chr(0b100111 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(51) + chr(0b110100) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(1722 - 1667) + '\x33', 8), ehT0Px3KOsy9(chr(1178 - 1130) + '\x6f' + chr(848 - 798) + '\x36' + '\063', 0o10), ehT0Px3KOsy9(chr(2286 - 2238) + chr(111) + '\061' + chr(54) + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(9891 - 9780) + '\062' + chr(0b10011 + 0o37) + chr(1153 - 1098), 25247 - 25239), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + '\062' + chr(0b110011) + chr(1097 - 1048), 0o10), ehT0Px3KOsy9(chr(2088 - 2040) + '\x6f' + chr(51) + '\x34' + chr(1642 - 1594), 44373 - 44365), ehT0Px3KOsy9(chr(1734 - 1686) + '\x6f' + chr(371 - 322) + chr(0b101010 + 0o15) + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\063' + '\067', 51936 - 51928), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10304 - 10193) + chr(0b1011 + 0o47) + chr(0b100101 + 0o16) + chr(0b1101 + 0o51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + '\062' + '\x33' + chr(48), 0b1000), ehT0Px3KOsy9(chr(2290 - 2242) + chr(0b1011101 + 0o22) + chr(51) + chr(0b11100 + 0o30), 16727 - 16719), ehT0Px3KOsy9(chr(1951 - 1903) + '\x6f' + '\062' + chr(2291 - 2239) + chr(0b1 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(48) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + '\062' + chr(50) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + chr(858 - 808) + chr(0b110001) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o56) + chr(0b100110 + 0o16) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\062' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1973 - 1923) + chr(313 - 262), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(121 - 72) + '\064' + '\x35', 0b1000), ehT0Px3KOsy9(chr(1400 - 1352) + '\157' + chr(0b10100 + 0o36) + '\064' + chr(969 - 919), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11001 + 0o34) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x90'), chr(0b1001 + 0o133) + chr(0b1100101) + '\143' + '\157' + chr(0b1100100) + '\x65')('\165' + chr(1876 - 1760) + chr(102) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UvaS8gjVYJ1z(hZ0lLUY8U2ue):
if c2A0yzQpDQB3(hZ0lLUY8U2ue) not in (ehT0Px3KOsy9(chr(0b110000) + chr(11324 - 11213) + chr(2012 - 1962), 35986 - 35978), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\x33', 0b1000)):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\x19\x0f\x17\x8e-i\x8e\xa0\xb4\xa5\x86\x07!\xf4\xc8\x1e\x9c\xc3\xc9\x93\x1f\xe5\xb9\xd3[\xbaC\xfb\xf5y\xcd6\xe5\xa7\x87?<\x11\x98\x9eI\x1b[\xc3(v'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101100 + 0o3) + '\x64' + chr(0b11011 + 0o112))(chr(0b1110101) + chr(8223 - 8107) + chr(2876 - 2774) + chr(0b101101) + '\070') % (c2A0yzQpDQB3(hZ0lLUY8U2ue), hZ0lLUY8U2ue))
return vQr8gNKaIaWE(*hZ0lLUY8U2ue) |
quantopian/zipline | zipline/utils/range.py | maybe_from_tuple | def maybe_from_tuple(tup_or_range):
"""Convert a tuple into a range but pass ranges through silently.
This is useful to ensure that input is a range so that attributes may
be accessed with `.start`, `.stop` or so that containment checks are
constant time.
Parameters
----------
tup_or_range : tuple or range
A tuple to pass to from_tuple or a range to return.
Returns
-------
range : range
The input to convert to a range.
Raises
------
ValueError
Raised when the input is not a tuple or a range. ValueError is also
raised if the input is a tuple whose length is not 2 or 3.
"""
if isinstance(tup_or_range, tuple):
return from_tuple(tup_or_range)
elif isinstance(tup_or_range, range):
return tup_or_range
raise ValueError(
'maybe_from_tuple expects a tuple or range, got %r: %r' % (
type(tup_or_range).__name__,
tup_or_range,
),
) | python | def maybe_from_tuple(tup_or_range):
"""Convert a tuple into a range but pass ranges through silently.
This is useful to ensure that input is a range so that attributes may
be accessed with `.start`, `.stop` or so that containment checks are
constant time.
Parameters
----------
tup_or_range : tuple or range
A tuple to pass to from_tuple or a range to return.
Returns
-------
range : range
The input to convert to a range.
Raises
------
ValueError
Raised when the input is not a tuple or a range. ValueError is also
raised if the input is a tuple whose length is not 2 or 3.
"""
if isinstance(tup_or_range, tuple):
return from_tuple(tup_or_range)
elif isinstance(tup_or_range, range):
return tup_or_range
raise ValueError(
'maybe_from_tuple expects a tuple or range, got %r: %r' % (
type(tup_or_range).__name__,
tup_or_range,
),
) | [
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This is useful to ensure that input is a range so that attributes may
be accessed with `.start`, `.stop` or so that containment checks are
constant time.
Parameters
----------
tup_or_range : tuple or range
A tuple to pass to from_tuple or a range to return.
Returns
-------
range : range
The input to convert to a range.
Raises
------
ValueError
Raised when the input is not a tuple or a range. ValueError is also
raised if the input is a tuple whose length is not 2 or 3. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/range.py#L179-L212 | train | Convert a tuple into a range but pass ranges through silently. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(1777 - 1726) + '\064' + '\061', 30114 - 30106), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b1100 + 0o47) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1608 - 1559) + chr(2056 - 2006) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110 + 0o61), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b101000 + 0o13) + chr(0b110111) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(86 - 37) + chr(55) + chr(0b1101 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(2132 - 2084) + chr(0b1101111) + '\061' + chr(0b101111 + 0o4) + chr(1312 - 1259), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b101010 + 0o7) + '\065', 64251 - 64243), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(54) + chr(0b11001 + 0o35), 46182 - 46174), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b10 + 0o57) + chr(49) + chr(2124 - 2075), 0o10), ehT0Px3KOsy9(chr(755 - 707) + '\x6f' + '\x31' + chr(0b100000 + 0o20) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + chr(54) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(0b101010 + 0o11) + '\x35' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1110 + 0o44) + chr(52) + chr(1256 - 1203), 0o10), ehT0Px3KOsy9(chr(2196 - 2148) + chr(5749 - 5638) + chr(0b110001) + '\x34' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(405 - 354) + chr(0b1000 + 0o51) + chr(50), 25666 - 25658), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + chr(50) + chr(48) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + chr(51) + chr(0b110100) + chr(0b0 + 0o61), 8), ehT0Px3KOsy9(chr(0b110000) + chr(6352 - 6241) + chr(0b110011) + chr(0b110011) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + '\x32' + chr(50) + '\x31', 1862 - 1854), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(699 - 646), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(844 - 794) + '\066' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x36' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(2204 - 2156) + chr(0b1101111) + chr(0b110001) + chr(0b100001 + 0o22) + chr(0b10000 + 0o46), 8), ehT0Px3KOsy9(chr(48) + chr(3741 - 3630) + '\065' + chr(0b101000 + 0o16), 9096 - 9088), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b110010) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(55) + chr(0b1 + 0o57), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110111) + chr(2314 - 2264), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\062' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + '\x32' + '\065' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11472 - 11361) + chr(0b110001) + '\x30' + chr(0b11010 + 0o34), 47787 - 47779), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(586 - 538) + chr(255 - 207), 49279 - 49271), ehT0Px3KOsy9('\060' + chr(10013 - 9902) + chr(0b110001) + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100000 + 0o23) + '\x37' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(928 - 874) + chr(0b10100 + 0o36), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10100 + 0o35) + chr(55) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11150 - 11039) + chr(0b101111 + 0o3) + chr(51) + chr(0b100000 + 0o27), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(764 - 713) + chr(0b110000) + '\060', 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(488 - 438) + chr(52) + chr(0b110111), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1568 - 1520) + chr(111) + chr(0b10110 + 0o37) + chr(0b10111 + 0o31), 15399 - 15391)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf'), chr(100) + chr(101) + chr(99) + chr(0b1011010 + 0o25) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1101110 + 0o6) + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def yK0yPA6NfJNc(reBC7FLweOV6):
if PlSM16l2KDPD(reBC7FLweOV6, KNyTy8rYcwji):
return UvaS8gjVYJ1z(reBC7FLweOV6)
elif PlSM16l2KDPD(reBC7FLweOV6, vQr8gNKaIaWE):
return reBC7FLweOV6
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b"\x8c?,e\x98%;?`\x1b\x166G\x9e\xc9\x05\xea\xe4\x99\xa8\xf4~\xc0G~OpL\x8f!\xc0#\xe0'\x8c\xd2\t\xfe\xae\xc0\x84ru`\x92\x0e}h}Lig@"), '\x64' + chr(0b111000 + 0o55) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(12298 - 12181) + chr(0b110001 + 0o103) + '\x66' + chr(0b101101) + chr(0b10 + 0o66)) % (xafqLlk3kkUe(wmQmyeWBmUpv(reBC7FLweOV6), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6<0m\xc9\x15\x07<D:\x08t'), '\144' + chr(0b11111 + 0o106) + chr(133 - 34) + '\157' + chr(100) + chr(101))(chr(0b111001 + 0o74) + chr(0b1110100) + chr(0b1010011 + 0o23) + '\x2d' + chr(0b10101 + 0o43))), reBC7FLweOV6)) |
quantopian/zipline | zipline/utils/range.py | _check_steps | def _check_steps(a, b):
"""Check that the steps of ``a`` and ``b`` are both 1.
Parameters
----------
a : range
The first range to check.
b : range
The second range to check.
Raises
------
ValueError
Raised when either step is not 1.
"""
if a.step != 1:
raise ValueError('a.step must be equal to 1, got: %s' % a.step)
if b.step != 1:
raise ValueError('b.step must be equal to 1, got: %s' % b.step) | python | def _check_steps(a, b):
"""Check that the steps of ``a`` and ``b`` are both 1.
Parameters
----------
a : range
The first range to check.
b : range
The second range to check.
Raises
------
ValueError
Raised when either step is not 1.
"""
if a.step != 1:
raise ValueError('a.step must be equal to 1, got: %s' % a.step)
if b.step != 1:
raise ValueError('b.step must be equal to 1, got: %s' % b.step) | [
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Parameters
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ValueError
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/range.py#L215-L233 | train | Checks that the steps of a and b are both 1. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\x37' + chr(52), 0o10), ehT0Px3KOsy9(chr(2142 - 2094) + chr(111) + '\061' + chr(249 - 201) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(49) + '\x30' + chr(811 - 760), 17936 - 17928), ehT0Px3KOsy9(chr(889 - 841) + '\157' + chr(51) + chr(0b110101) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(863 - 813) + '\062' + '\x37', 8179 - 8171), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + '\x31' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9692 - 9581) + chr(0b10100 + 0o35) + chr(1807 - 1755) + chr(54), 0b1000), ehT0Px3KOsy9(chr(1299 - 1251) + '\157' + chr(0b110011) + '\x30' + chr(288 - 233), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\063' + chr(1447 - 1399) + '\x37', 8), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + '\x33' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(49) + '\x36' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10011 + 0o36) + chr(1895 - 1845) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b111101 + 0o62) + chr(0b110010) + chr(1413 - 1359) + chr(2244 - 2194), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b10000 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(263 - 215) + chr(0b100101 + 0o112) + chr(0b110001) + chr(0b110110) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(0b110010) + chr(2783 - 2729) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(279 - 230) + chr(0b100011 + 0o22) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(893 - 843) + chr(1483 - 1431) + '\x32', 0o10), ehT0Px3KOsy9(chr(509 - 461) + chr(0b1101111) + chr(0b110011) + chr(0b110101) + chr(1778 - 1726), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101010 + 0o10) + chr(0b100101 + 0o22) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + '\061' + chr(0b110011 + 0o2) + chr(0b101110 + 0o4), 0b1000), ehT0Px3KOsy9(chr(1783 - 1735) + chr(2133 - 2022) + '\062' + chr(0b110000) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110111) + chr(2609 - 2556), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + chr(49) + '\x32' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(2157 - 2046) + chr(49) + '\060' + '\067', 43529 - 43521), ehT0Px3KOsy9(chr(48) + chr(7335 - 7224) + chr(0b11001 + 0o31) + chr(0b110011) + chr(0b10100 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11000 + 0o32) + chr(0b1111 + 0o41) + chr(1569 - 1521), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2438 - 2386) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b110011) + chr(0b110110) + chr(0b110111), 56938 - 56930), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b100110 + 0o12) + chr(0b110001), 48237 - 48229), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b101111 + 0o7) + chr(55), 0o10), ehT0Px3KOsy9(chr(672 - 624) + chr(0b1101111) + '\061' + chr(0b11000 + 0o34), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + '\061' + chr(0b110001) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6836 - 6725) + chr(0b110100) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10100 + 0o42) + chr(1009 - 961), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b10001 + 0o136) + '\x34' + chr(1062 - 1009), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(49) + chr(49) + chr(0b110100 + 0o2), 30372 - 30364)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1181 - 1133) + chr(111) + chr(962 - 909) + chr(0b1 + 0o57), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x12'), chr(0b1100100) + chr(0b101100 + 0o71) + chr(1841 - 1742) + chr(111) + chr(100) + chr(0b110010 + 0o63))(chr(3064 - 2947) + chr(0b1101111 + 0o5) + chr(102) + chr(1259 - 1214) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cVwbP02SPdxh(XPh1qbAgrPgG, wmN3dvez4qzC):
if xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'W\x026\xae\xe4I\x0e\x82{\xb3}\x7f'), chr(2909 - 2809) + chr(0b1000110 + 0o37) + chr(0b1001100 + 0o27) + chr(111) + chr(891 - 791) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(1333 - 1231) + chr(0b111 + 0o46) + chr(0b11001 + 0o37))) != ehT0Px3KOsy9(chr(1631 - 1583) + chr(111) + chr(0b101111 + 0o2), ord("\x08")):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b']h0\x9c\xf2xF\xaao\xb4j\n\x106\x92h\x02\xc2\x08\xce\xcc\xcf\x05\xa1\x0czg\xf8\xefV\xcd6\xe4D'), '\x64' + chr(101) + '\x63' + chr(8009 - 7898) + chr(100) + chr(1203 - 1102))('\x75' + chr(116) + chr(8189 - 8087) + '\055' + '\x38') % xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'W\x026\xae\xe4I\x0e\x82{\xb3}\x7f'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(111) + '\x64' + chr(101))('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b111000))))
if xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'W\x026\xae\xe4I\x0e\x82{\xb3}\x7f'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(0b1011111 + 0o5) + chr(0b1100101))(chr(0b1110101) + '\164' + '\146' + chr(0b101101) + chr(208 - 152))) != ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1111 + 0o42), 8):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'^h0\x9c\xf2xF\xaao\xb4j\n\x106\x92h\x02\xc2\x08\xce\xcc\xcf\x05\xa1\x0czg\xf8\xefV\xcd6\xe4D'), chr(100) + '\x65' + '\143' + chr(7749 - 7638) + chr(0b111101 + 0o47) + '\145')(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(56)) % xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'W\x026\xae\xe4I\x0e\x82{\xb3}\x7f'), '\144' + chr(101) + chr(99) + chr(0b1101111) + chr(100) + '\x65')(chr(1133 - 1016) + '\x74' + '\146' + chr(1512 - 1467) + chr(445 - 389)))) |
quantopian/zipline | zipline/utils/range.py | overlap | def overlap(a, b):
"""Check if two ranges overlap.
Parameters
----------
a : range
The first range.
b : range
The second range.
Returns
-------
overlaps : bool
Do these ranges overlap.
Notes
-----
This function does not support ranges with step != 1.
"""
_check_steps(a, b)
return a.stop >= b.start and b.stop >= a.start | python | def overlap(a, b):
"""Check if two ranges overlap.
Parameters
----------
a : range
The first range.
b : range
The second range.
Returns
-------
overlaps : bool
Do these ranges overlap.
Notes
-----
This function does not support ranges with step != 1.
"""
_check_steps(a, b)
return a.stop >= b.start and b.stop >= a.start | [
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Parameters
----------
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The first range.
b : range
The second range.
Returns
-------
overlaps : bool
Do these ranges overlap.
Notes
-----
This function does not support ranges with step != 1. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/range.py#L236-L256 | train | Check if two ranges overlap. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + chr(612 - 561) + chr(1105 - 1054), 43318 - 43310), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + '\061', 9675 - 9667), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(51) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b10010 + 0o41) + chr(2189 - 2138) + '\064', 18188 - 18180), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1622 - 1573) + chr(0b1010 + 0o46) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(55) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b100010 + 0o115) + '\x31' + chr(0b110001) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101 + 0o55) + chr(52) + chr(1650 - 1602), 8350 - 8342), ehT0Px3KOsy9(chr(2128 - 2080) + chr(0b1101111) + '\x31' + '\066' + chr(0b110000 + 0o3), 550 - 542), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110010) + chr(882 - 834), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7392 - 7281) + chr(0b110010) + chr(54) + chr(2381 - 2331), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2207 - 2158) + '\061' + chr(0b11010 + 0o34), 0o10), ehT0Px3KOsy9('\060' + chr(6571 - 6460) + chr(55) + chr(55), 63214 - 63206), ehT0Px3KOsy9(chr(86 - 38) + chr(0b111111 + 0o60) + '\x33' + '\065' + chr(774 - 723), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b101010 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6850 - 6739) + chr(0b110001) + '\x31' + chr(452 - 402), 0b1000), ehT0Px3KOsy9(chr(367 - 319) + '\157' + '\x36' + chr(2458 - 2404), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x32' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(399 - 348) + chr(51) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + '\062' + chr(0b101000 + 0o17) + chr(2094 - 2040), 54808 - 54800), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(733 - 680) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + '\x32' + '\x35' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(53) + chr(2522 - 2471), 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b100001 + 0o116) + '\063' + chr(0b110110) + chr(0b101000 + 0o12), 0b1000), ehT0Px3KOsy9(chr(193 - 145) + chr(111) + chr(1564 - 1515) + chr(54) + '\x33', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\067' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x32' + chr(0b111 + 0o54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + chr(50) + '\067' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b11011 + 0o30) + chr(0b110010 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(295 - 247) + '\x6f' + chr(50) + chr(0b110000) + chr(0b10110 + 0o40), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b111 + 0o52) + '\x34' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10001 + 0o40) + chr(0b110001) + '\x35', 50517 - 50509), ehT0Px3KOsy9(chr(48) + chr(111) + '\x37' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(52) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b11100 + 0o123) + '\061' + chr(648 - 598) + chr(0b1000 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(369 - 321) + chr(0b1101111) + chr(2179 - 2125) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b101111 + 0o100) + chr(54) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(2264 - 2216) + chr(111) + '\x31' + chr(728 - 675) + chr(434 - 380), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + '\x35' + chr(1873 - 1825), 46040 - 46032)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'5'), '\144' + '\x65' + chr(0b1000011 + 0o40) + '\157' + chr(0b110001 + 0o63) + chr(900 - 799))('\165' + '\x74' + '\x66' + chr(45) + chr(3132 - 3076)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def IYttIonV1sDS(XPh1qbAgrPgG, wmN3dvez4qzC):
cVwbP02SPdxh(XPh1qbAgrPgG, wmN3dvez4qzC)
return xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'r\x17\xaa\xab\x15M\xef\x10\xf8\x1f\xa1\xc5'), chr(0b1000010 + 0o42) + '\x65' + chr(99) + chr(111) + '\144' + chr(0b1100101))('\165' + chr(2548 - 2432) + chr(7349 - 7247) + chr(0b101101) + '\x38')) >= xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'hU\xff\xae3'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + '\144' + '\x65')(chr(0b1101010 + 0o13) + chr(8023 - 7907) + chr(1445 - 1343) + '\x2d' + chr(1608 - 1552))) and xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'r\x17\xaa\xab\x15M\xef\x10\xf8\x1f\xa1\xc5'), '\144' + chr(0b11001 + 0o114) + chr(99) + chr(0b1001111 + 0o40) + chr(0b1010000 + 0o24) + '\x65')(chr(0b1110101) + chr(6780 - 6664) + chr(0b110000 + 0o66) + chr(0b10111 + 0o26) + '\x38')) >= xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'hU\xff\xae3'), '\144' + chr(101) + chr(99) + chr(6259 - 6148) + chr(100) + chr(0b1100101))(chr(117) + chr(116) + chr(253 - 151) + chr(0b101101) + chr(0b111000))) |
quantopian/zipline | zipline/utils/range.py | merge | def merge(a, b):
"""Merge two ranges with step == 1.
Parameters
----------
a : range
The first range.
b : range
The second range.
"""
_check_steps(a, b)
return range(min(a.start, b.start), max(a.stop, b.stop)) | python | def merge(a, b):
"""Merge two ranges with step == 1.
Parameters
----------
a : range
The first range.
b : range
The second range.
"""
_check_steps(a, b)
return range(min(a.start, b.start), max(a.stop, b.stop)) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/range.py#L259-L270 | train | Merge two ranges with step == 1. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(5301 - 5190) + chr(53) + chr(2488 - 2437), 0b1000), ehT0Px3KOsy9(chr(1347 - 1299) + chr(0b1101111) + '\062' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b101100 + 0o12) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x33' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x36' + '\060', 19401 - 19393), ehT0Px3KOsy9(chr(912 - 864) + chr(0b1101111) + chr(51) + chr(0b1011 + 0o52) + chr(381 - 331), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1232 - 1121) + '\x32' + chr(0b100010 + 0o17) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(1103 - 1051) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(2477 - 2427) + chr(2131 - 2081), 0o10), ehT0Px3KOsy9(chr(2014 - 1966) + chr(111) + chr(0b10110 + 0o35) + '\x30', 46034 - 46026), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(0b110001) + chr(0b10010 + 0o37) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1641 - 1590) + chr(0b110000) + chr(0b110000), 7654 - 7646), ehT0Px3KOsy9(chr(719 - 671) + '\x6f' + '\061' + chr(2193 - 2143) + chr(0b101110 + 0o10), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\066' + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\066' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + '\x31' + chr(0b101 + 0o55) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101 + 0o152) + chr(0b110010) + chr(1370 - 1315) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(10028 - 9917) + chr(0b110010) + '\x30', 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(827 - 716) + chr(49) + chr(51) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(6612 - 6501) + '\063' + '\060' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(2730 - 2676), 38547 - 38539), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101110 + 0o5) + chr(0b11 + 0o56), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110000) + chr(53), 1401 - 1393), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + '\x34', 20756 - 20748), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b111 + 0o54) + '\x37', 44326 - 44318), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x34' + chr(2569 - 2514), 0o10), ehT0Px3KOsy9('\060' + chr(11015 - 10904) + chr(0b101 + 0o61) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\063' + chr(0b110101) + chr(1192 - 1140), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110111) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + chr(1205 - 1156) + chr(0b110000) + chr(0b10110 + 0o33), 352 - 344), ehT0Px3KOsy9('\060' + '\x6f' + chr(1984 - 1934) + chr(1721 - 1670) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1951 - 1903) + '\x6f' + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(1277 - 1166) + chr(50) + '\062' + chr(1708 - 1655), 19100 - 19092), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(586 - 533) + chr(0b10100 + 0o34), 0b1000), ehT0Px3KOsy9(chr(1186 - 1138) + '\157' + chr(50) + '\061' + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x35' + chr(1582 - 1530), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + '\x31' + '\x30' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110111) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(642 - 594) + chr(0b1101111) + chr(0b110001) + chr(49) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b100000 + 0o23), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(329 - 281) + '\x6f' + chr(0b1110 + 0o47) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x05'), chr(1018 - 918) + chr(5153 - 5052) + '\143' + chr(111) + chr(0b1100100) + chr(906 - 805))(chr(6821 - 6704) + chr(0b1110100) + chr(2886 - 2784) + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mP5l0dPhBkus(XPh1qbAgrPgG, wmN3dvez4qzC):
cVwbP02SPdxh(XPh1qbAgrPgG, wmN3dvez4qzC)
return vQr8gNKaIaWE(Dx22bkKPdt5d(xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'XdP\xab\xc4'), chr(5215 - 5115) + '\145' + '\x63' + chr(111) + chr(0b101111 + 0o65) + chr(9035 - 8934))('\165' + chr(6665 - 6549) + '\146' + chr(45) + '\x38')), xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'XdP\xab\xc4'), chr(2596 - 2496) + chr(0b1000111 + 0o36) + chr(0b100011 + 0o100) + '\x6f' + chr(0b1011110 + 0o6) + chr(0b101110 + 0o67))('\x75' + '\164' + chr(3389 - 3287) + chr(0b10101 + 0o30) + chr(0b111000)))), tsdjvlgh9gDP(xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'B&\x05\xae\xe2\xa5\xdc;\x8at\x7f\xb7'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1001110 + 0o41) + chr(0b1100001 + 0o3) + chr(0b111001 + 0o54))('\165' + chr(116) + chr(2637 - 2535) + '\x2d' + chr(0b11 + 0o65))), xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'B&\x05\xae\xe2\xa5\xdc;\x8at\x7f\xb7'), '\x64' + chr(7376 - 7275) + '\143' + chr(0b1101111) + chr(8277 - 8177) + chr(0b11111 + 0o106))('\x75' + chr(0b1110100) + '\146' + chr(0b10 + 0o53) + '\070')))) |
quantopian/zipline | zipline/utils/range.py | _combine | def _combine(n, rs):
"""helper for ``_group_ranges``
"""
try:
r, rs = peek(rs)
except StopIteration:
yield n
return
if overlap(n, r):
yield merge(n, r)
next(rs)
for r in rs:
yield r
else:
yield n
for r in rs:
yield r | python | def _combine(n, rs):
"""helper for ``_group_ranges``
"""
try:
r, rs = peek(rs)
except StopIteration:
yield n
return
if overlap(n, r):
yield merge(n, r)
next(rs)
for r in rs:
yield r
else:
yield n
for r in rs:
yield r | [
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"_group_ranges"
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/range.py#L273-L290 | train | helper for _group_ranges | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(251 - 203) + chr(111) + chr(0b101101 + 0o5) + chr(54) + chr(615 - 561), 0b1000), ehT0Px3KOsy9(chr(929 - 881) + chr(0b1101111) + '\062' + chr(1067 - 1018) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000110 + 0o51) + chr(0b11101 + 0o25) + chr(2492 - 2441) + '\067', 47858 - 47850), ehT0Px3KOsy9('\060' + '\157' + chr(0b100010 + 0o17) + chr(55) + chr(927 - 875), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(2128 - 2080) + chr(111) + chr(0b101001 + 0o10) + '\x30' + chr(0b10101 + 0o42), 0b1000), ehT0Px3KOsy9(chr(341 - 293) + chr(2021 - 1910) + '\063' + chr(0b100101 + 0o16) + chr(0b11111 + 0o23), 14953 - 14945), ehT0Px3KOsy9('\x30' + chr(11373 - 11262) + chr(2392 - 2343) + chr(1077 - 1024) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\064' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(11300 - 11189) + chr(0b11010 + 0o31) + chr(0b11111 + 0o26), 0o10), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(51) + chr(52), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(8785 - 8674) + chr(0b110011) + chr(54) + chr(1143 - 1094), 50904 - 50896), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + chr(51) + chr(0b110011) + '\062', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(898 - 844) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2644 - 2533) + chr(0b1011 + 0o50) + chr(49) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101 + 0o56) + chr(55) + chr(0b10110 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b111 + 0o54) + chr(0b110111) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(49) + '\x34' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(51) + chr(0b11101 + 0o25) + chr(0b110110), 7291 - 7283), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2050 - 2000) + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2495 - 2384) + chr(0b11011 + 0o27) + chr(0b10110 + 0o33) + chr(54), 36874 - 36866), ehT0Px3KOsy9(chr(859 - 811) + chr(0b111111 + 0o60) + '\x33' + chr(0b110011) + chr(0b100011 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49), 0o10), ehT0Px3KOsy9(chr(228 - 180) + '\x6f' + chr(2521 - 2470) + chr(49) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b1 + 0o63) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(11450 - 11339) + '\063' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6623 - 6512) + '\x31' + chr(0b110000) + chr(1694 - 1641), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3562 - 3451) + chr(2326 - 2273) + '\064', 60767 - 60759), ehT0Px3KOsy9('\x30' + chr(111) + chr(1084 - 1030) + chr(198 - 144), 37790 - 37782), ehT0Px3KOsy9(chr(0b110000) + chr(1146 - 1035) + chr(0b100 + 0o57) + '\062' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(3624 - 3513) + chr(51) + '\x30' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101001 + 0o11) + chr(2323 - 2273) + chr(0b11100 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(3570 - 3459) + chr(50) + chr(0b110101) + chr(2405 - 2354), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2007 - 1957) + chr(1475 - 1420) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1851 - 1801) + chr(1874 - 1823) + chr(0b1111 + 0o42), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(2108 - 2056) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\066' + chr(937 - 884), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(49) + chr(2403 - 2352) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10056 - 9945) + '\065' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1110 + 0o141) + '\061' + chr(0b1010 + 0o47) + chr(2490 - 2435), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(9423 - 9312) + '\065' + chr(0b10 + 0o56), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x98'), chr(0b1100100) + chr(9631 - 9530) + chr(99) + '\x6f' + chr(956 - 856) + '\x65')(chr(0b100011 + 0o122) + '\x74' + chr(2041 - 1939) + chr(0b101101) + chr(2227 - 2171)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def F_SbjaSeBW38(m1NkCryOw9Bx, qIqauEC32C0A):
try:
(JWG5qApaeJkp, qIqauEC32C0A) = i4Ne_LCJyROe(qIqauEC32C0A)
except hr2QaoivbFQ2:
yield m1NkCryOw9Bx
return
if IYttIonV1sDS(m1NkCryOw9Bx, JWG5qApaeJkp):
yield mP5l0dPhBkus(m1NkCryOw9Bx, JWG5qApaeJkp)
nSwwHEeM4cxI(qIqauEC32C0A)
for JWG5qApaeJkp in qIqauEC32C0A:
yield JWG5qApaeJkp
else:
yield m1NkCryOw9Bx
for JWG5qApaeJkp in qIqauEC32C0A:
yield JWG5qApaeJkp |
quantopian/zipline | zipline/utils/range.py | intersecting_ranges | def intersecting_ranges(ranges):
"""Return any ranges that intersect.
Parameters
----------
ranges : iterable[ranges]
A sequence of ranges to check for intersections.
Returns
-------
intersections : iterable[ranges]
A sequence of all of the ranges that intersected in ``ranges``.
Examples
--------
>>> ranges = [range(0, 1), range(2, 5), range(4, 7)]
>>> list(intersecting_ranges(ranges))
[range(2, 5), range(4, 7)]
>>> ranges = [range(0, 1), range(2, 3)]
>>> list(intersecting_ranges(ranges))
[]
>>> ranges = [range(0, 1), range(1, 2)]
>>> list(intersecting_ranges(ranges))
[range(0, 1), range(1, 2)]
"""
ranges = sorted(ranges, key=op.attrgetter('start'))
return sorted_diff(ranges, group_ranges(ranges)) | python | def intersecting_ranges(ranges):
"""Return any ranges that intersect.
Parameters
----------
ranges : iterable[ranges]
A sequence of ranges to check for intersections.
Returns
-------
intersections : iterable[ranges]
A sequence of all of the ranges that intersected in ``ranges``.
Examples
--------
>>> ranges = [range(0, 1), range(2, 5), range(4, 7)]
>>> list(intersecting_ranges(ranges))
[range(2, 5), range(4, 7)]
>>> ranges = [range(0, 1), range(2, 3)]
>>> list(intersecting_ranges(ranges))
[]
>>> ranges = [range(0, 1), range(1, 2)]
>>> list(intersecting_ranges(ranges))
[range(0, 1), range(1, 2)]
"""
ranges = sorted(ranges, key=op.attrgetter('start'))
return sorted_diff(ranges, group_ranges(ranges)) | [
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Parameters
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ranges : iterable[ranges]
A sequence of ranges to check for intersections.
Returns
-------
intersections : iterable[ranges]
A sequence of all of the ranges that intersected in ``ranges``.
Examples
--------
>>> ranges = [range(0, 1), range(2, 5), range(4, 7)]
>>> list(intersecting_ranges(ranges))
[range(2, 5), range(4, 7)]
>>> ranges = [range(0, 1), range(2, 3)]
>>> list(intersecting_ranges(ranges))
[]
>>> ranges = [range(0, 1), range(1, 2)]
>>> list(intersecting_ranges(ranges))
[range(0, 1), range(1, 2)] | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/utils/range.py#L336-L364 | train | Return any ranges that intersect. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x31' + chr(92 - 39), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3333 - 3222) + chr(0b110011) + '\067' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(619 - 566) + '\x34', 33407 - 33399), ehT0Px3KOsy9(chr(48) + chr(11164 - 11053) + '\x33' + chr(0b110001) + '\062', 52451 - 52443), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(51) + chr(0b110011) + '\x30', 38355 - 38347), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b110010) + chr(53) + chr(0b110100), 31688 - 31680), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + '\063' + chr(53), 0b1000), ehT0Px3KOsy9(chr(1574 - 1526) + chr(647 - 536) + chr(1512 - 1462) + chr(0b101101 + 0o10) + chr(0b0 + 0o67), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110010) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\060' + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\063' + chr(0b100011 + 0o17), 1335 - 1327), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(10848 - 10737) + chr(49) + chr(0b1111 + 0o50) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1414 - 1366) + chr(12075 - 11964) + '\061' + chr(53) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b110001) + '\066' + chr(1808 - 1755), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110111) + '\064', 44582 - 44574), ehT0Px3KOsy9('\x30' + chr(6939 - 6828) + '\x33' + chr(0b110111) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + chr(1100 - 1048) + chr(1458 - 1404), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1943 - 1894) + chr(0b110010) + chr(231 - 183), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + '\063' + chr(871 - 821) + chr(2206 - 2157), 24169 - 24161), ehT0Px3KOsy9(chr(0b110000) + chr(11240 - 11129) + chr(0b110010) + chr(1433 - 1383) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(1434 - 1382) + chr(0b11000 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(50) + chr(0b110010) + chr(1902 - 1852), 41723 - 41715), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\064' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1670 - 1619) + chr(0b101011 + 0o5) + chr(697 - 648), 0o10), ehT0Px3KOsy9(chr(48) + chr(8586 - 8475) + '\062' + chr(0b10110 + 0o35) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100101 + 0o16) + chr(1308 - 1257) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(766 - 718) + chr(2080 - 1969) + '\x33' + chr(0b110111) + chr(1934 - 1880), 33403 - 33395), ehT0Px3KOsy9(chr(1795 - 1747) + '\x6f' + chr(0b110011) + chr(55) + chr(1445 - 1393), 8), ehT0Px3KOsy9(chr(1688 - 1640) + chr(9916 - 9805) + chr(2484 - 2433) + chr(1936 - 1882) + '\064', 15098 - 15090), ehT0Px3KOsy9(chr(48) + chr(0b1100110 + 0o11) + chr(2197 - 2142) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b100010 + 0o22) + chr(0b110110), 1093 - 1085), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b10111 + 0o32) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(483 - 434) + chr(0b110000) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(54) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100 + 0o57) + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(6929 - 6818) + chr(0b101010 + 0o10) + chr(0b110001) + chr(0b10010 + 0o36), 58311 - 58303), ehT0Px3KOsy9(chr(1484 - 1436) + chr(0b1000100 + 0o53) + chr(0b110011) + chr(0b101110 + 0o4) + '\x36', 61997 - 61989)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(8933 - 8822) + chr(0b10000 + 0o45) + chr(1242 - 1194), 50049 - 50041)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3'), chr(5605 - 5505) + chr(4618 - 4517) + chr(433 - 334) + chr(0b1101111) + '\x64' + chr(0b111111 + 0o46))(chr(0b1110101) + chr(116) + chr(0b1001000 + 0o36) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def JaO_68w3GsCl(yzRmuOn0fpWe):
yzRmuOn0fpWe = vUlqIvNSaRMa(yzRmuOn0fpWe, key=C8dAr6Ujq2Tn.rlJwIST4CBV1(xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\x88c^\xbe'), '\x64' + chr(1207 - 1106) + chr(8269 - 8170) + chr(111) + chr(0b100100 + 0o100) + chr(101))('\x75' + chr(0b1100 + 0o150) + '\x66' + '\x2d' + chr(0b11110 + 0o32))))
return kEjeHBwlsU__(yzRmuOn0fpWe, ySx7XDnfFkIS(yzRmuOn0fpWe)) |
quantopian/zipline | zipline/data/loader.py | get_data_filepath | def get_data_filepath(name, environ=None):
"""
Returns a handle to data file.
Creates containing directory, if needed.
"""
dr = data_root(environ)
if not os.path.exists(dr):
os.makedirs(dr)
return os.path.join(dr, name) | python | def get_data_filepath(name, environ=None):
"""
Returns a handle to data file.
Creates containing directory, if needed.
"""
dr = data_root(environ)
if not os.path.exists(dr):
os.makedirs(dr)
return os.path.join(dr, name) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/loader.py#L52-L63 | train | Returns a filepath to the data file. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(470 - 417) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x33' + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100100 + 0o15) + chr(0b101110 + 0o4) + '\061', 0b1000), ehT0Px3KOsy9(chr(2279 - 2231) + chr(111) + '\061' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + '\062' + '\x30' + '\061', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(11794 - 11683) + chr(1504 - 1455) + '\x34' + chr(0b11110 + 0o23), 29292 - 29284), ehT0Px3KOsy9(chr(482 - 434) + '\x6f' + chr(0b110110) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(0b110010) + '\x37' + chr(0b101110 + 0o11), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(52) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2187 - 2138) + chr(52) + chr(2399 - 2350), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(3527 - 3416) + chr(49) + chr(0b110001) + chr(55), 54200 - 54192), ehT0Px3KOsy9(chr(1726 - 1678) + '\x6f' + chr(0b1000 + 0o56), 22493 - 22485), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5519 - 5408) + chr(0b11111 + 0o22) + '\x36' + chr(0b100011 + 0o24), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(155 - 104) + chr(49) + chr(0b101001 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + '\x31' + chr(0b110110) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(606 - 557) + chr(48) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + chr(0b11011 + 0o27) + chr(1835 - 1782) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b101000 + 0o107) + chr(0b101101 + 0o5) + chr(0b100010 + 0o24) + chr(0b0 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11011 + 0o124) + '\x33' + chr(0b11000 + 0o34), 7580 - 7572), ehT0Px3KOsy9('\x30' + chr(10027 - 9916) + chr(101 - 52) + chr(49) + chr(0b10100 + 0o43), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(49) + chr(0b110101) + '\x33', 15118 - 15110), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(50) + chr(51) + '\060', 28440 - 28432), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(55) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(631 - 583) + chr(111) + chr(0b110001) + '\x35' + '\066', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110010) + '\x30' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1986 - 1938) + '\157' + chr(50) + '\x32' + chr(0b1010 + 0o55), 0b1000), ehT0Px3KOsy9('\060' + chr(8157 - 8046) + '\063' + chr(51) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(147 - 92), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(50) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(565 - 516) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(443 - 332) + chr(51) + '\063', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b11100 + 0o32) + chr(0b110001), 49575 - 49567), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(387 - 338) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b1010 + 0o55) + chr(0b1111 + 0o47), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b111 + 0o53) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b100111 + 0o15) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001 + 0o0) + chr(2080 - 2030) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\066' + '\x31', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101 + 0o0) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'A'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(2165 - 2064))(chr(0b1110101) + '\164' + chr(102) + chr(0b1001 + 0o44) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LOoGVaNpnRTw(AIvJRzLdDfgF, rNK60KZ67nXB=None):
eIuN7D7SftLf = NgDFfMks4Uho(rNK60KZ67nXB)
if not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\n"8}\xf5\x12'), chr(100) + chr(0b110 + 0o137) + chr(0b110110 + 0o55) + '\157' + chr(100) + '\x65')(chr(0b1010000 + 0o45) + chr(116) + chr(0b10001 + 0o125) + '\055' + chr(0b111000)))(eIuN7D7SftLf):
xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02;:k\xe5\x08D\xcc'), chr(7026 - 6926) + chr(0b1100101) + chr(7898 - 7799) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b111001 + 0o74) + chr(0b1000100 + 0o60) + '\146' + '\x2d' + chr(1506 - 1450)))(eIuN7D7SftLf)
return xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'05\x06V\xfb\x15`\xf1\x8b\x10\x07@'), chr(0b1100001 + 0o3) + chr(7031 - 6930) + '\143' + '\x6f' + chr(100) + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(0b101100 + 0o1) + '\x38'))(eIuN7D7SftLf, AIvJRzLdDfgF) |
quantopian/zipline | zipline/data/loader.py | has_data_for_dates | def has_data_for_dates(series_or_df, first_date, last_date):
"""
Does `series_or_df` have data on or before first_date and on or after
last_date?
"""
dts = series_or_df.index
if not isinstance(dts, pd.DatetimeIndex):
raise TypeError("Expected a DatetimeIndex, but got %s." % type(dts))
first, last = dts[[0, -1]]
return (first <= first_date) and (last >= last_date) | python | def has_data_for_dates(series_or_df, first_date, last_date):
"""
Does `series_or_df` have data on or before first_date and on or after
last_date?
"""
dts = series_or_df.index
if not isinstance(dts, pd.DatetimeIndex):
raise TypeError("Expected a DatetimeIndex, but got %s." % type(dts))
first, last = dts[[0, -1]]
return (first <= first_date) and (last >= last_date) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/loader.py#L78-L87 | train | Does series_or_df have data on or before first_date and on or after last_date? | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(55) + '\067', 0b1000), ehT0Px3KOsy9(chr(383 - 335) + chr(0b1101111) + chr(2289 - 2239) + chr(49) + chr(50), 31341 - 31333), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(120 - 71) + '\065' + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\064' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\062' + '\x35' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(840 - 792) + chr(2753 - 2642) + chr(1640 - 1590), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10011 + 0o36) + chr(185 - 135) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(0b110000 + 0o2) + chr(1279 - 1231) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x32' + chr(0b0 + 0o66), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(6921 - 6810) + '\066' + chr(0b11000 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x35' + chr(256 - 205), 0b1000), ehT0Px3KOsy9(chr(570 - 522) + chr(111) + '\x33' + chr(0b1010 + 0o50) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\064' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(3696 - 3585) + '\x33' + chr(444 - 392) + '\x30', 48603 - 48595), ehT0Px3KOsy9('\060' + chr(0b1000000 + 0o57) + chr(0b11010 + 0o27) + chr(75 - 25) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10 + 0o60) + chr(48) + chr(0b11010 + 0o30), 55575 - 55567), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + '\x31' + chr(2526 - 2471) + chr(0b1001 + 0o50), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110011) + chr(338 - 290) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11111 + 0o24) + '\064' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(7476 - 7365) + chr(482 - 432) + chr(0b100 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + '\062' + '\x31' + '\063', 0o10), ehT0Px3KOsy9(chr(1558 - 1510) + chr(0b1101011 + 0o4) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + '\x36', 62873 - 62865), ehT0Px3KOsy9(chr(1822 - 1774) + '\157' + chr(0b101111 + 0o2) + chr(0b101110 + 0o7) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(931 - 882) + chr(0b110 + 0o56) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b110101) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100110 + 0o14) + chr(988 - 940) + chr(0b1111 + 0o46), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1110 + 0o45) + chr(54) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(54) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4238 - 4127) + '\063' + chr(0b110010) + chr(0b100011 + 0o17), 14834 - 14826), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1057 - 1008) + '\066' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b10110 + 0o32) + chr(0b10111 + 0o31), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(50) + chr(1762 - 1709), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(51) + '\x36' + chr(53), 0o10), ehT0Px3KOsy9(chr(1471 - 1423) + '\x6f' + '\x37' + chr(49), 29956 - 29948), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(51) + chr(52) + chr(1319 - 1269), ord("\x08")), ehT0Px3KOsy9(chr(818 - 770) + chr(0b1101111) + chr(2230 - 2180) + chr(0b110101) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + chr(0b11011 + 0o27) + '\062' + chr(50), 43873 - 43865), ehT0Px3KOsy9('\060' + '\157' + chr(1011 - 960), 15341 - 15333)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(0b10110 + 0o32), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x11'), chr(8576 - 8476) + chr(0b1100101) + chr(0b110111 + 0o54) + chr(0b1101111) + '\144' + chr(0b1010101 + 0o20))(chr(0b1011111 + 0o26) + chr(0b1110100) + '\x66' + chr(1757 - 1712) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def sxZsjNQLqJsL(SkXfXWXtoiTg, I_46qTFE5GMu, wMWA42oTQSts):
f5Ww7tOW_bKL = SkXfXWXtoiTg.XdowRbJKZWL9
if not PlSM16l2KDPD(f5Ww7tOW_bKL, xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xeb\x1eC\xdbk>\xe4\xdf^\xcf\xb2]'), '\x64' + chr(101) + '\x63' + '\157' + chr(0b101101 + 0o67) + chr(4777 - 4676))('\x75' + chr(0b1110100) + '\x66' + chr(45) + chr(2966 - 2910)))):
raise sznFqDbNBHlx(xafqLlk3kkUe(SXOLrMavuUCe(b'z\xf2\x1aC\xccv6\xe5\xb6Q\x8b\x93D\x943\xf6\x10\xa9j\xac|\xef`NDE\x89\xf0\x82\x13\xb5\x18\xf4\xb5\xd0J\xcc'), '\144' + '\145' + chr(4455 - 4356) + chr(111) + chr(100) + chr(0b1001010 + 0o33))(chr(0b1110101) + chr(662 - 546) + '\146' + chr(1207 - 1162) + chr(0b100011 + 0o25)) % wmQmyeWBmUpv(f5Ww7tOW_bKL))
(It1LJs8swHZQ, Z6Ub1MQPX1kA) = f5Ww7tOW_bKL[[ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110000), 0o10), -ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 0b1000)]]
return It1LJs8swHZQ <= I_46qTFE5GMu and Z6Ub1MQPX1kA >= wMWA42oTQSts |
quantopian/zipline | zipline/data/loader.py | load_market_data | def load_market_data(trading_day=None, trading_days=None, bm_symbol='SPY',
environ=None):
"""
Load benchmark returns and treasury yield curves for the given calendar and
benchmark symbol.
Benchmarks are downloaded as a Series from IEX Trading. Treasury curves
are US Treasury Bond rates and are downloaded from 'www.federalreserve.gov'
by default. For Canadian exchanges, a loader for Canadian bonds from the
Bank of Canada is also available.
Results downloaded from the internet are cached in
~/.zipline/data. Subsequent loads will attempt to read from the cached
files before falling back to redownload.
Parameters
----------
trading_day : pandas.CustomBusinessDay, optional
A trading_day used to determine the latest day for which we
expect to have data. Defaults to an NYSE trading day.
trading_days : pd.DatetimeIndex, optional
A calendar of trading days. Also used for determining what cached
dates we should expect to have cached. Defaults to the NYSE calendar.
bm_symbol : str, optional
Symbol for the benchmark index to load. Defaults to 'SPY', the ticker
for the S&P 500, provided by IEX Trading.
Returns
-------
(benchmark_returns, treasury_curves) : (pd.Series, pd.DataFrame)
Notes
-----
Both return values are DatetimeIndexed with values dated to midnight in UTC
of each stored date. The columns of `treasury_curves` are:
'1month', '3month', '6month',
'1year','2year','3year','5year','7year','10year','20year','30year'
"""
if trading_day is None:
trading_day = get_calendar('XNYS').day
if trading_days is None:
trading_days = get_calendar('XNYS').all_sessions
first_date = trading_days[0]
now = pd.Timestamp.utcnow()
# we will fill missing benchmark data through latest trading date
last_date = trading_days[trading_days.get_loc(now, method='ffill')]
br = ensure_benchmark_data(
bm_symbol,
first_date,
last_date,
now,
# We need the trading_day to figure out the close prior to the first
# date so that we can compute returns for the first date.
trading_day,
environ,
)
tc = ensure_treasury_data(
bm_symbol,
first_date,
last_date,
now,
environ,
)
# combine dt indices and reindex using ffill then bfill
all_dt = br.index.union(tc.index)
br = br.reindex(all_dt, method='ffill').fillna(method='bfill')
tc = tc.reindex(all_dt, method='ffill').fillna(method='bfill')
benchmark_returns = br[br.index.slice_indexer(first_date, last_date)]
treasury_curves = tc[tc.index.slice_indexer(first_date, last_date)]
return benchmark_returns, treasury_curves | python | def load_market_data(trading_day=None, trading_days=None, bm_symbol='SPY',
environ=None):
"""
Load benchmark returns and treasury yield curves for the given calendar and
benchmark symbol.
Benchmarks are downloaded as a Series from IEX Trading. Treasury curves
are US Treasury Bond rates and are downloaded from 'www.federalreserve.gov'
by default. For Canadian exchanges, a loader for Canadian bonds from the
Bank of Canada is also available.
Results downloaded from the internet are cached in
~/.zipline/data. Subsequent loads will attempt to read from the cached
files before falling back to redownload.
Parameters
----------
trading_day : pandas.CustomBusinessDay, optional
A trading_day used to determine the latest day for which we
expect to have data. Defaults to an NYSE trading day.
trading_days : pd.DatetimeIndex, optional
A calendar of trading days. Also used for determining what cached
dates we should expect to have cached. Defaults to the NYSE calendar.
bm_symbol : str, optional
Symbol for the benchmark index to load. Defaults to 'SPY', the ticker
for the S&P 500, provided by IEX Trading.
Returns
-------
(benchmark_returns, treasury_curves) : (pd.Series, pd.DataFrame)
Notes
-----
Both return values are DatetimeIndexed with values dated to midnight in UTC
of each stored date. The columns of `treasury_curves` are:
'1month', '3month', '6month',
'1year','2year','3year','5year','7year','10year','20year','30year'
"""
if trading_day is None:
trading_day = get_calendar('XNYS').day
if trading_days is None:
trading_days = get_calendar('XNYS').all_sessions
first_date = trading_days[0]
now = pd.Timestamp.utcnow()
# we will fill missing benchmark data through latest trading date
last_date = trading_days[trading_days.get_loc(now, method='ffill')]
br = ensure_benchmark_data(
bm_symbol,
first_date,
last_date,
now,
# We need the trading_day to figure out the close prior to the first
# date so that we can compute returns for the first date.
trading_day,
environ,
)
tc = ensure_treasury_data(
bm_symbol,
first_date,
last_date,
now,
environ,
)
# combine dt indices and reindex using ffill then bfill
all_dt = br.index.union(tc.index)
br = br.reindex(all_dt, method='ffill').fillna(method='bfill')
tc = tc.reindex(all_dt, method='ffill').fillna(method='bfill')
benchmark_returns = br[br.index.slice_indexer(first_date, last_date)]
treasury_curves = tc[tc.index.slice_indexer(first_date, last_date)]
return benchmark_returns, treasury_curves | [
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benchmark symbol.
Benchmarks are downloaded as a Series from IEX Trading. Treasury curves
are US Treasury Bond rates and are downloaded from 'www.federalreserve.gov'
by default. For Canadian exchanges, a loader for Canadian bonds from the
Bank of Canada is also available.
Results downloaded from the internet are cached in
~/.zipline/data. Subsequent loads will attempt to read from the cached
files before falling back to redownload.
Parameters
----------
trading_day : pandas.CustomBusinessDay, optional
A trading_day used to determine the latest day for which we
expect to have data. Defaults to an NYSE trading day.
trading_days : pd.DatetimeIndex, optional
A calendar of trading days. Also used for determining what cached
dates we should expect to have cached. Defaults to the NYSE calendar.
bm_symbol : str, optional
Symbol for the benchmark index to load. Defaults to 'SPY', the ticker
for the S&P 500, provided by IEX Trading.
Returns
-------
(benchmark_returns, treasury_curves) : (pd.Series, pd.DataFrame)
Notes
-----
Both return values are DatetimeIndexed with values dated to midnight in UTC
of each stored date. The columns of `treasury_curves` are:
'1month', '3month', '6month',
'1year','2year','3year','5year','7year','10year','20year','30year' | [
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"returns",
"and",
"treasury",
"yield",
"curves",
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"the",
"given",
"calendar",
"and",
"benchmark",
"symbol",
"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/loader.py#L90-L166 | train | Load benchmark returns and treasury yield curves for the given calendar and benchmark symbol. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(182 - 134) + '\157' + chr(793 - 742) + '\065' + chr(52), 17687 - 17679), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x30' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(0b101110 + 0o3) + '\067' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101101 + 0o5) + chr(0b11000 + 0o34) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(48) + chr(1838 - 1785), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11111 + 0o25) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\061' + chr(1332 - 1284), 0o10), ehT0Px3KOsy9(chr(1787 - 1739) + chr(111) + '\065' + chr(0b101 + 0o60), 30807 - 30799), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + '\x33' + chr(0b1 + 0o64) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(8575 - 8464) + chr(0b11011 + 0o26) + '\x30' + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(8088 - 7977) + '\063' + '\x37' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1193 - 1143) + '\x36' + chr(0b101110 + 0o5), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(1333 - 1282) + '\x30' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(0b1010 + 0o51) + chr(0b11010 + 0o33) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(375 - 324) + '\065' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(1083 - 1028), 2563 - 2555), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101100 + 0o7) + '\x35' + '\x37', 36753 - 36745), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(1563 - 1514) + '\x31' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b11101 + 0o25) + chr(55) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\063' + chr(590 - 535), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(1913 - 1865) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + '\x31' + '\x34' + chr(0b100110 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(0b1011 + 0o46) + chr(2626 - 2573) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110110) + chr(0b11001 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\066', 12447 - 12439), ehT0Px3KOsy9(chr(458 - 410) + chr(0b1101111) + chr(0b100111 + 0o12) + '\061' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1382 - 1332) + '\x31' + chr(53), 42607 - 42599), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011011 + 0o24) + '\062' + '\x30' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(0b110001) + chr(0b100011 + 0o16) + chr(0b100000 + 0o21), 7888 - 7880), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\061' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b110011) + chr(55) + chr(0b110111), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b111 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(294 - 246) + '\157' + '\062' + chr(0b11 + 0o63) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + '\x34' + chr(2803 - 2749), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(713 - 661) + '\x35', 46048 - 46040), ehT0Px3KOsy9(chr(0b110000) + chr(750 - 639) + chr(0b11111 + 0o22) + chr(0b110100) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1694 - 1645) + chr(52) + chr(0b100 + 0o60), 40788 - 40780), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b11011 + 0o30) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(54) + chr(866 - 816), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(299 - 248) + '\x31', 14257 - 14249)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + chr(0b100100 + 0o14), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2'), chr(0b1010000 + 0o24) + chr(0b1100101) + '\143' + '\x6f' + chr(396 - 296) + '\145')(chr(117) + chr(6470 - 6354) + '\x66' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Y0ITzvhkgX51(JTPfmE2HkT2x=None, YlNBidr8uuv4=None, jdOJd87vKxxQ=xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x12"'), chr(0b1100100) + '\x65' + chr(0b1001000 + 0o33) + chr(9725 - 9614) + chr(0b10011 + 0o121) + '\x65')(chr(0b1000101 + 0o60) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000)), rNK60KZ67nXB=None):
if JTPfmE2HkT2x is None:
JTPfmE2HkT2x = qV4fO1AoRtpp(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\x0c"\xf1'), chr(0b1100011 + 0o1) + chr(6581 - 6480) + chr(99) + chr(111) + '\x64' + '\145')(chr(0b1110101) + '\164' + '\146' + chr(0b1000 + 0o45) + chr(56))).day
if YlNBidr8uuv4 is None:
YlNBidr8uuv4 = qV4fO1AoRtpp(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\x0c"\xf1'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b10001 + 0o123) + chr(0b1011001 + 0o14))(chr(0b1010 + 0o153) + '\164' + chr(0b1100110) + chr(45) + '\070')).all_sessions
I_46qTFE5GMu = YlNBidr8uuv4[ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\x30', 0o10)]
a5iq6oQ5y3rG = dubtF9GfzOdC.Timestamp.utcnow()
wMWA42oTQSts = YlNBidr8uuv4[YlNBidr8uuv4.get_loc(a5iq6oQ5y3rG, method=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a$\x12\xce)'), '\x64' + '\145' + chr(99) + chr(111) + '\144' + chr(6437 - 6336))(chr(117) + chr(0b1110100) + chr(0b1010001 + 0o25) + chr(0b101101) + '\070'))]
PPylnT9wyQyg = YaF7aSdeeObI(jdOJd87vKxxQ, I_46qTFE5GMu, wMWA42oTQSts, a5iq6oQ5y3rG, JTPfmE2HkT2x, rNK60KZ67nXB)
vHE2pRkk_Yk1 = YbIEbNpTxJZ2(jdOJd87vKxxQ, I_46qTFE5GMu, wMWA42oTQSts, a5iq6oQ5y3rG, rNK60KZ67nXB)
c_Qu8iH2vbA4 = PPylnT9wyQyg.index.ImVX4ET3vKwG(vHE2pRkk_Yk1.XdowRbJKZWL9)
PPylnT9wyQyg = PPylnT9wyQyg.reindex(c_Qu8iH2vbA4, method=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a$\x12\xce)'), chr(0b111 + 0o135) + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b101001 + 0o74))(chr(0b1001011 + 0o52) + '\164' + '\x66' + chr(0b111 + 0o46) + chr(56))).fillna(method=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e$\x12\xce)'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + '\144' + chr(2351 - 2250))(chr(0b1110101) + chr(116) + '\x66' + '\055' + chr(2766 - 2710)))
vHE2pRkk_Yk1 = vHE2pRkk_Yk1.reindex(c_Qu8iH2vbA4, method=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a$\x12\xce)'), chr(0b1011011 + 0o11) + chr(2627 - 2526) + '\x63' + chr(6262 - 6151) + chr(0b101101 + 0o67) + chr(0b1100101))(chr(0b1110101) + chr(254 - 138) + chr(0b1100110) + chr(1607 - 1562) + chr(56))).fillna(method=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e$\x12\xce)'), chr(4820 - 4720) + chr(0b110010 + 0o63) + chr(4320 - 4221) + '\x6f' + chr(5218 - 5118) + chr(0b1100101))('\165' + chr(10086 - 9970) + chr(102) + chr(45) + chr(0b111000)))
ie_gijH_06GP = PPylnT9wyQyg[PPylnT9wyQyg.index.slice_indexer(I_46qTFE5GMu, wMWA42oTQSts)]
Qgt3JYQxIkzy = vHE2pRkk_Yk1[vHE2pRkk_Yk1.index.slice_indexer(I_46qTFE5GMu, wMWA42oTQSts)]
return (ie_gijH_06GP, Qgt3JYQxIkzy) |
quantopian/zipline | zipline/data/loader.py | ensure_benchmark_data | def ensure_benchmark_data(symbol, first_date, last_date, now, trading_day,
environ=None):
"""
Ensure we have benchmark data for `symbol` from `first_date` to `last_date`
Parameters
----------
symbol : str
The symbol for the benchmark to load.
first_date : pd.Timestamp
First required date for the cache.
last_date : pd.Timestamp
Last required date for the cache.
now : pd.Timestamp
The current time. This is used to prevent repeated attempts to
re-download data that isn't available due to scheduling quirks or other
failures.
trading_day : pd.CustomBusinessDay
A trading day delta. Used to find the day before first_date so we can
get the close of the day prior to first_date.
We attempt to download data unless we already have data stored at the data
cache for `symbol` whose first entry is before or on `first_date` and whose
last entry is on or after `last_date`.
If we perform a download and the cache criteria are not satisfied, we wait
at least one hour before attempting a redownload. This is determined by
comparing the current time to the result of os.path.getmtime on the cache
path.
"""
filename = get_benchmark_filename(symbol)
data = _load_cached_data(filename, first_date, last_date, now, 'benchmark',
environ)
if data is not None:
return data
# If no cached data was found or it was missing any dates then download the
# necessary data.
logger.info(
('Downloading benchmark data for {symbol!r} '
'from {first_date} to {last_date}'),
symbol=symbol,
first_date=first_date - trading_day,
last_date=last_date
)
try:
data = get_benchmark_returns(symbol)
data.to_csv(get_data_filepath(filename, environ))
except (OSError, IOError, HTTPError):
logger.exception('Failed to cache the new benchmark returns')
raise
if not has_data_for_dates(data, first_date, last_date):
logger.warn(
("Still don't have expected benchmark data for {symbol!r} "
"from {first_date} to {last_date} after redownload!"),
symbol=symbol,
first_date=first_date - trading_day,
last_date=last_date
)
return data | python | def ensure_benchmark_data(symbol, first_date, last_date, now, trading_day,
environ=None):
"""
Ensure we have benchmark data for `symbol` from `first_date` to `last_date`
Parameters
----------
symbol : str
The symbol for the benchmark to load.
first_date : pd.Timestamp
First required date for the cache.
last_date : pd.Timestamp
Last required date for the cache.
now : pd.Timestamp
The current time. This is used to prevent repeated attempts to
re-download data that isn't available due to scheduling quirks or other
failures.
trading_day : pd.CustomBusinessDay
A trading day delta. Used to find the day before first_date so we can
get the close of the day prior to first_date.
We attempt to download data unless we already have data stored at the data
cache for `symbol` whose first entry is before or on `first_date` and whose
last entry is on or after `last_date`.
If we perform a download and the cache criteria are not satisfied, we wait
at least one hour before attempting a redownload. This is determined by
comparing the current time to the result of os.path.getmtime on the cache
path.
"""
filename = get_benchmark_filename(symbol)
data = _load_cached_data(filename, first_date, last_date, now, 'benchmark',
environ)
if data is not None:
return data
# If no cached data was found or it was missing any dates then download the
# necessary data.
logger.info(
('Downloading benchmark data for {symbol!r} '
'from {first_date} to {last_date}'),
symbol=symbol,
first_date=first_date - trading_day,
last_date=last_date
)
try:
data = get_benchmark_returns(symbol)
data.to_csv(get_data_filepath(filename, environ))
except (OSError, IOError, HTTPError):
logger.exception('Failed to cache the new benchmark returns')
raise
if not has_data_for_dates(data, first_date, last_date):
logger.warn(
("Still don't have expected benchmark data for {symbol!r} "
"from {first_date} to {last_date} after redownload!"),
symbol=symbol,
first_date=first_date - trading_day,
last_date=last_date
)
return data | [
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"exception",
"(",
"'Failed to cache the new benchmark returns'",
")",
"raise",
"if",
"not",
"has_data_for_dates",
"(",
"data",
",",
"first_date",
",",
"last_date",
")",
":",
"logger",
".",
"warn",
"(",
"(",
"\"Still don't have expected benchmark data for {symbol!r} \"",
"\"from {first_date} to {last_date} after redownload!\"",
")",
",",
"symbol",
"=",
"symbol",
",",
"first_date",
"=",
"first_date",
"-",
"trading_day",
",",
"last_date",
"=",
"last_date",
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] | Ensure we have benchmark data for `symbol` from `first_date` to `last_date`
Parameters
----------
symbol : str
The symbol for the benchmark to load.
first_date : pd.Timestamp
First required date for the cache.
last_date : pd.Timestamp
Last required date for the cache.
now : pd.Timestamp
The current time. This is used to prevent repeated attempts to
re-download data that isn't available due to scheduling quirks or other
failures.
trading_day : pd.CustomBusinessDay
A trading day delta. Used to find the day before first_date so we can
get the close of the day prior to first_date.
We attempt to download data unless we already have data stored at the data
cache for `symbol` whose first entry is before or on `first_date` and whose
last entry is on or after `last_date`.
If we perform a download and the cache criteria are not satisfied, we wait
at least one hour before attempting a redownload. This is determined by
comparing the current time to the result of os.path.getmtime on the cache
path. | [
"Ensure",
"we",
"have",
"benchmark",
"data",
"for",
"symbol",
"from",
"first_date",
"to",
"last_date"
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/loader.py#L169-L229 | train | Ensure that we have benchmark data for symbol from first_date to last_date. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1552 - 1497) + chr(0b1110 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2158 - 2109) + '\067' + chr(1126 - 1076), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(659 - 610) + '\x30' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(5761 - 5650) + chr(748 - 699) + chr(0b1110 + 0o47) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1435 - 1385) + chr(677 - 627), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11586 - 11475) + chr(51) + '\x32' + chr(0b0 + 0o65), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(0b110010) + chr(0b1011 + 0o52) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(561 - 512) + chr(0b110101) + chr(0b100000 + 0o21), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11100 + 0o26) + chr(1007 - 958) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(1286 - 1235) + chr(53) + chr(589 - 536), 32353 - 32345), ehT0Px3KOsy9('\060' + chr(1151 - 1040) + chr(0b110010) + chr(1517 - 1464), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2155 - 2106) + chr(2777 - 2724) + '\x31', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\064', 0o10), ehT0Px3KOsy9(chr(1006 - 958) + '\x6f' + '\x34' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b11000 + 0o30), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110010) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(313 - 265) + chr(0b1101111) + chr(0b110010) + chr(51) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + '\x35' + chr(977 - 924), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(49) + chr(1664 - 1615), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + chr(50) + chr(0b1100 + 0o50) + chr(0b110000), 43247 - 43239), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b110 + 0o151) + chr(0b11 + 0o56) + '\060' + '\x36', 42057 - 42049), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b10001 + 0o43) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\065', 26718 - 26710), ehT0Px3KOsy9(chr(1604 - 1556) + chr(111) + '\x31' + chr(50) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1358 - 1307) + '\x31' + chr(55), 0b1000), ehT0Px3KOsy9(chr(2148 - 2100) + chr(111) + chr(0b11010 + 0o31) + '\x37' + chr(0b110110), 29195 - 29187), ehT0Px3KOsy9(chr(290 - 242) + '\157' + chr(2082 - 2033) + chr(0b110100) + chr(0b11100 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(0b110010) + chr(0b110000) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4444 - 4333) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(53) + chr(51), 29546 - 29538), ehT0Px3KOsy9(chr(0b110000) + chr(2347 - 2236) + chr(0b110001) + chr(50) + '\060', 63712 - 63704), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1110 + 0o44) + chr(0b100001 + 0o23) + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1232 - 1181) + '\x30', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\x31' + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6644 - 6533) + '\x32' + chr(0b101110 + 0o6) + chr(0b11111 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(88 - 40) + chr(0b1100 + 0o143) + '\064' + '\062', 2994 - 2986), ehT0Px3KOsy9(chr(1107 - 1059) + chr(397 - 286) + chr(1853 - 1804) + chr(51) + chr(49), 20215 - 20207), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\065' + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x11'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b101100 + 0o70) + '\x65')('\165' + chr(5251 - 5135) + chr(0b100001 + 0o105) + chr(1703 - 1658) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YaF7aSdeeObI(Usr5ykvL2UZF, I_46qTFE5GMu, wMWA42oTQSts, a5iq6oQ5y3rG, JTPfmE2HkT2x, rNK60KZ67nXB=None):
xw4DsBfIJ22E = P49s40PnM27d(Usr5ykvL2UZF)
ULnjp6D6efFH = fTzC84KrNK5l(xw4DsBfIJ22E, I_46qTFE5GMu, wMWA42oTQSts, a5iq6oQ5y3rG, xafqLlk3kkUe(SXOLrMavuUCe(b']\x1f-\nz\xb8\xcb\x1b\xe3'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(0b101010 + 0o112) + chr(102) + chr(0b101101) + chr(0b1000 + 0o60)), rNK60KZ67nXB)
if ULnjp6D6efFH is not None:
return ULnjp6D6efFH
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'lM\x0b\x11g\xb6\xcd^\xe2\x81O\x02'), chr(100) + chr(0b111 + 0o136) + '\143' + '\157' + chr(9135 - 9035) + chr(101))('\x75' + chr(6087 - 5971) + '\146' + chr(815 - 770) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'{\x154\x07~\xba\xcb\r\xe1\x83rIfEv\xf2\xf4@\xa8\xd2nfe\xc6i5\xef\x98\x0f\xf2%P#\xdeu,\xccNxYBZ%\x1b}\xb8\x8a\x12\xee\x84g\x1ap\x7f|\xf0\xe8H\xb4\x80q)!\xdcq5\xbc\x8a?\xe4d_5\xda'), chr(0b1100100) + chr(0b1100101) + chr(3286 - 3187) + '\157' + chr(6932 - 6832) + '\145')('\165' + '\164' + '\x66' + chr(45) + chr(56)), symbol=Usr5ykvL2UZF, first_date=I_46qTFE5GMu - JTPfmE2HkT2x, last_date=wMWA42oTQSts)
try:
ULnjp6D6efFH = FCXBtRTiVSPe(Usr5ykvL2UZF)
xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'K\x15\x1c\na\xa3'), chr(100) + '\145' + chr(99) + chr(143 - 32) + chr(8257 - 8157) + '\145')(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(1560 - 1504)))(LOoGVaNpnRTw(xw4DsBfIJ22E, rNK60KZ67nXB))
except (KlPSljPzIJ_u, sR2sPcm7Zrfn, vUhLBSMqGjp1):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'R\x1c\x07\rY\xbd\xce\x13\xc1\xdf ('), chr(6702 - 6602) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1011101 + 0o7) + chr(0b1011000 + 0o15))('\x75' + '\164' + chr(0b100 + 0o142) + chr(1289 - 1244) + chr(1577 - 1521)))(xafqLlk3kkUe(SXOLrMavuUCe(b'y\x1b*\x05w\xb1\x8a\x1d\xe7\xcdv\x08gH}\xb1\xe8E\xac\x80k#v\x87\x7f1\xa1\x9d\x08\xeddY;\x87j+\xd7W+EL'), chr(100) + '\145' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + '\164' + chr(2150 - 2048) + '\x2d' + chr(934 - 878)))
raise
if not sxZsjNQLqJsL(ULnjp6D6efFH, I_46qTFE5GMu, wMWA42oTQSts):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'Q>\x06\x07\\\x97\xcb\x0b\xce\xa3^\x04'), '\144' + chr(8062 - 7961) + chr(8158 - 8059) + chr(6714 - 6603) + chr(3040 - 2940) + chr(0b1100101))(chr(0b1110101) + chr(3222 - 3106) + chr(0b1011010 + 0o14) + '\055' + chr(0b1111 + 0o51)))(xafqLlk3kkUe(SXOLrMavuUCe(b"l\x0e*\x05~\xf5\xce\x06\xe6\xcaaIlAn\xf4\xbcH\xb1\xd0`%u\xc2yt\xad\x9b\x0e\xe3mF1\xd5sn\xc7C-J\x1f\x1c,\x1b2\xae\xd9\x10\xe5\x8fz\x05%Re\xb1\xfa_\xa6\xcd%=g\xceo'\xbb\xa1\x04\xe1qN-\x87l!\x83Y5JL\x0e\x1c\rs\xa1\xcf\x14\xa8\x8cs\x1daR8\xe3\xf9I\xa6\xd7k*n\xc6yu"), chr(0b1111 + 0o125) + '\145' + '\x63' + '\157' + '\144' + '\145')('\x75' + chr(0b1110100) + '\146' + '\055' + chr(56)), symbol=Usr5ykvL2UZF, first_date=I_46qTFE5GMu - JTPfmE2HkT2x, last_date=wMWA42oTQSts)
return ULnjp6D6efFH |
quantopian/zipline | zipline/data/loader.py | ensure_treasury_data | def ensure_treasury_data(symbol, first_date, last_date, now, environ=None):
"""
Ensure we have treasury data from treasury module associated with
`symbol`.
Parameters
----------
symbol : str
Benchmark symbol for which we're loading associated treasury curves.
first_date : pd.Timestamp
First date required to be in the cache.
last_date : pd.Timestamp
Last date required to be in the cache.
now : pd.Timestamp
The current time. This is used to prevent repeated attempts to
re-download data that isn't available due to scheduling quirks or other
failures.
We attempt to download data unless we already have data stored in the cache
for `module_name` whose first entry is before or on `first_date` and whose
last entry is on or after `last_date`.
If we perform a download and the cache criteria are not satisfied, we wait
at least one hour before attempting a redownload. This is determined by
comparing the current time to the result of os.path.getmtime on the cache
path.
"""
loader_module, filename, source = INDEX_MAPPING.get(
symbol, INDEX_MAPPING['SPY'],
)
first_date = max(first_date, loader_module.earliest_possible_date())
data = _load_cached_data(filename, first_date, last_date, now, 'treasury',
environ)
if data is not None:
return data
# If no cached data was found or it was missing any dates then download the
# necessary data.
logger.info(
('Downloading treasury data for {symbol!r} '
'from {first_date} to {last_date}'),
symbol=symbol,
first_date=first_date,
last_date=last_date
)
try:
data = loader_module.get_treasury_data(first_date, last_date)
data.to_csv(get_data_filepath(filename, environ))
except (OSError, IOError, HTTPError):
logger.exception('failed to cache treasury data')
if not has_data_for_dates(data, first_date, last_date):
logger.warn(
("Still don't have expected treasury data for {symbol!r} "
"from {first_date} to {last_date} after redownload!"),
symbol=symbol,
first_date=first_date,
last_date=last_date
)
return data | python | def ensure_treasury_data(symbol, first_date, last_date, now, environ=None):
"""
Ensure we have treasury data from treasury module associated with
`symbol`.
Parameters
----------
symbol : str
Benchmark symbol for which we're loading associated treasury curves.
first_date : pd.Timestamp
First date required to be in the cache.
last_date : pd.Timestamp
Last date required to be in the cache.
now : pd.Timestamp
The current time. This is used to prevent repeated attempts to
re-download data that isn't available due to scheduling quirks or other
failures.
We attempt to download data unless we already have data stored in the cache
for `module_name` whose first entry is before or on `first_date` and whose
last entry is on or after `last_date`.
If we perform a download and the cache criteria are not satisfied, we wait
at least one hour before attempting a redownload. This is determined by
comparing the current time to the result of os.path.getmtime on the cache
path.
"""
loader_module, filename, source = INDEX_MAPPING.get(
symbol, INDEX_MAPPING['SPY'],
)
first_date = max(first_date, loader_module.earliest_possible_date())
data = _load_cached_data(filename, first_date, last_date, now, 'treasury',
environ)
if data is not None:
return data
# If no cached data was found or it was missing any dates then download the
# necessary data.
logger.info(
('Downloading treasury data for {symbol!r} '
'from {first_date} to {last_date}'),
symbol=symbol,
first_date=first_date,
last_date=last_date
)
try:
data = loader_module.get_treasury_data(first_date, last_date)
data.to_csv(get_data_filepath(filename, environ))
except (OSError, IOError, HTTPError):
logger.exception('failed to cache treasury data')
if not has_data_for_dates(data, first_date, last_date):
logger.warn(
("Still don't have expected treasury data for {symbol!r} "
"from {first_date} to {last_date} after redownload!"),
symbol=symbol,
first_date=first_date,
last_date=last_date
)
return data | [
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] | Ensure we have treasury data from treasury module associated with
`symbol`.
Parameters
----------
symbol : str
Benchmark symbol for which we're loading associated treasury curves.
first_date : pd.Timestamp
First date required to be in the cache.
last_date : pd.Timestamp
Last date required to be in the cache.
now : pd.Timestamp
The current time. This is used to prevent repeated attempts to
re-download data that isn't available due to scheduling quirks or other
failures.
We attempt to download data unless we already have data stored in the cache
for `module_name` whose first entry is before or on `first_date` and whose
last entry is on or after `last_date`.
If we perform a download and the cache criteria are not satisfied, we wait
at least one hour before attempting a redownload. This is determined by
comparing the current time to the result of os.path.getmtime on the cache
path. | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/data/loader.py#L232-L292 | train | Ensures that we have treasury data for the given symbol. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1011 + 0o54), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\x35' + chr(990 - 937), 27640 - 27632), ehT0Px3KOsy9('\060' + chr(2984 - 2873) + '\062' + '\060' + chr(1237 - 1187), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(48) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4780 - 4669) + chr(0b110011) + chr(0b110011) + '\x31', 16227 - 16219), ehT0Px3KOsy9(chr(1434 - 1386) + '\157' + chr(570 - 519) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(1130 - 1081) + chr(2622 - 2568) + '\065', 0b1000), ehT0Px3KOsy9(chr(782 - 734) + '\x6f' + chr(0b11111 + 0o24) + '\060' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b11000 + 0o37) + chr(1169 - 1114), 0b1000), ehT0Px3KOsy9('\060' + chr(856 - 745) + '\x33' + chr(1680 - 1629) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1100111 + 0o10) + chr(0b1000 + 0o55) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101101 + 0o102) + chr(1255 - 1205) + chr(55) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(51) + '\x33' + chr(0b10000 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11001 + 0o32) + chr(1503 - 1453) + '\061', 0b1000), ehT0Px3KOsy9(chr(1998 - 1950) + chr(5479 - 5368) + chr(50) + '\064' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + chr(0b110010) + chr(841 - 793), 36494 - 36486), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + '\x34' + chr(0b111 + 0o54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101110 + 0o101) + chr(0b1010 + 0o53) + chr(55), 8), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + chr(0b11111 + 0o24) + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + chr(1226 - 1115) + '\061' + '\061' + chr(1569 - 1519), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110000 + 0o1) + chr(0b110111) + chr(1417 - 1366), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(887 - 837) + chr(0b110110) + chr(2570 - 2516), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + '\061' + '\063' + chr(1804 - 1753), 0b1000), ehT0Px3KOsy9('\x30' + chr(6518 - 6407) + '\x33' + chr(0b101111 + 0o3) + chr(0b1111 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8853 - 8742) + '\061' + chr(2867 - 2812) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1518 - 1467) + '\x31' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(50) + chr(0b1000 + 0o52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + '\066', 16988 - 16980), ehT0Px3KOsy9('\x30' + chr(7688 - 7577) + '\061' + chr(0b110000 + 0o7) + '\063', 8), ehT0Px3KOsy9('\060' + chr(5471 - 5360) + '\064' + '\x32', 41034 - 41026), ehT0Px3KOsy9(chr(1913 - 1865) + '\157' + chr(0b110001) + '\x32' + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(5188 - 5077) + chr(0b10 + 0o64) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(2001 - 1953) + '\157' + chr(2112 - 2060), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(315 - 267) + chr(1345 - 1234) + chr(0b111 + 0o53) + chr(53) + chr(49), 57460 - 57452), ehT0Px3KOsy9(chr(1648 - 1600) + chr(111) + chr(1713 - 1664) + chr(0b110 + 0o54) + chr(1866 - 1817), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(51) + chr(54) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(11351 - 11240) + '\061' + '\060' + chr(53), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101 + 0o0) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b')'), chr(4990 - 4890) + chr(0b1100101) + '\x63' + chr(0b1001011 + 0o44) + chr(0b100100 + 0o100) + chr(0b1010011 + 0o22))('\x75' + chr(116) + '\x66' + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YbIEbNpTxJZ2(Usr5ykvL2UZF, I_46qTFE5GMu, wMWA42oTQSts, a5iq6oQ5y3rG, rNK60KZ67nXB=None):
(C4S2tMNXDMnH, xw4DsBfIJ22E, Qas9W3D0Xbzi) = h7ynIXjYA_5J.Q8b5UytA0vqH(Usr5ykvL2UZF, h7ynIXjYA_5J[xafqLlk3kkUe(SXOLrMavuUCe(b'T\xbd\xdb'), chr(4004 - 3904) + chr(10190 - 10089) + '\143' + chr(0b1011 + 0o144) + chr(6841 - 6741) + chr(101))(chr(10617 - 10500) + '\x74' + chr(0b1100110) + chr(0b101000 + 0o5) + chr(0b101010 + 0o16))])
I_46qTFE5GMu = tsdjvlgh9gDP(I_46qTFE5GMu, C4S2tMNXDMnH.earliest_possible_date())
ULnjp6D6efFH = fTzC84KrNK5l(xw4DsBfIJ22E, I_46qTFE5GMu, wMWA42oTQSts, a5iq6oQ5y3rG, xafqLlk3kkUe(SXOLrMavuUCe(b's\x9f\xe7\xe6\xaan\x07\xbc'), chr(133 - 33) + chr(0b1001000 + 0o35) + '\143' + chr(0b1101111) + chr(0b100 + 0o140) + chr(3416 - 3315))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070'), rNK60KZ67nXB)
if ULnjp6D6efFH is not None:
return ULnjp6D6efFH
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'T\xda\xca\xff\xacx\x12\xf2\x95\xb7u\xd4'), chr(5882 - 5782) + chr(0b1100101) + '\x63' + '\157' + chr(100) + '\x65')('\x75' + chr(1532 - 1416) + chr(0b1011110 + 0o10) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'C\x82\xf5\xe9\xb5t\x14\xa1\x96\xb5H\x9f\xa9\xa3\xc2qPZi3\x14\x1f\xd7/\xb5Y\xa9\xfdt[Y!KiU\xc6="\x878\'\x8b\xf0\xe8\xb4;\x0e\xa3\x96\xa9\\\xcb\x82\xb5\xc6dFR;>[[\xcd7\xb5\n\xbb\xcdb\x1aV7O'), chr(0b1100100) + chr(101) + chr(0b1011100 + 0o7) + chr(9494 - 9383) + '\144' + chr(0b1000000 + 0o45))(chr(0b1110100 + 0o1) + '\x74' + chr(0b1100110) + '\055' + chr(2725 - 2669)), symbol=Usr5ykvL2UZF, first_date=I_46qTFE5GMu, last_date=wMWA42oTQSts)
try:
ULnjp6D6efFH = C4S2tMNXDMnH.get_treasury_data(I_46qTFE5GMu, wMWA42oTQSts)
xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b's\x82\xdd\xe4\xaam'), '\144' + '\x65' + '\143' + chr(5348 - 5237) + chr(0b11111 + 0o105) + '\145')(chr(0b1110101) + chr(0b1110100) + '\x66' + '\055' + '\070'))(LOoGVaNpnRTw(xw4DsBfIJ22E, rNK60KZ67nXB))
except (KlPSljPzIJ_u, sR2sPcm7Zrfn, vUhLBSMqGjp1):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'j\x8b\xc6\xe3\x92s\x11\xbf\xb6\xe9\x1a\xfe'), chr(5561 - 5461) + '\x65' + chr(8909 - 8810) + chr(111) + chr(0b100100 + 0o100) + chr(0b1010001 + 0o24))(chr(117) + '\x74' + chr(102) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'a\x8c\xeb\xeb\xbc\x7fU\xb1\x90\xfbL\xde\xbe\xb9\xc20W]~+G\x0e\xc4"\xf4\x1d\xae\xe6g'), chr(0b110101 + 0o57) + chr(2003 - 1902) + '\143' + '\x6f' + chr(2703 - 2603) + '\145')(chr(0b1110101) + chr(116) + '\146' + chr(45) + '\070'))
if not sxZsjNQLqJsL(ULnjp6D6efFH, I_46qTFE5GMu, wMWA42oTQSts):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'i\xa9\xc7\xe9\x97Y\x14\xa7\xb9\x95d\xd2'), '\x64' + chr(0b1111 + 0o126) + chr(8423 - 8324) + chr(0b1101111) + chr(0b1001101 + 0o27) + chr(0b1100101))(chr(0b1101110 + 0o7) + chr(2959 - 2843) + chr(0b11111 + 0o107) + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b"T\x99\xeb\xeb\xb5;\x11\xaa\x91\xfc[\x9f\xb5\xb0\xd1u\x03Jc:Q\x18\xc2>\xb0Y\xbb\xe0c\x1aQ'@}\x17\xcd0w\x94ea\x82\xf0\xa7\xa2h\x0c\xa8\x9d\xb4C\x9e\xaf\xac\x87vQ@vjO\x1d\xdf)\xa7\r\x90\xf6g\x0fG/\x12pX\x89*o\x946s\xb2\xe6\xe6\xad~\x08\xe5\x9e\xbd[\xda\xaf\xf1\xd5uG@l$X\x14\xd7?\xf5"), chr(100) + chr(1599 - 1498) + '\x63' + '\x6f' + chr(0b10101 + 0o117) + '\145')(chr(117) + chr(0b1110100) + '\x66' + chr(0b1111 + 0o36) + chr(0b111000)), symbol=Usr5ykvL2UZF, first_date=I_46qTFE5GMu, last_date=wMWA42oTQSts)
return ULnjp6D6efFH |
quantopian/zipline | zipline/pipeline/graph.py | maybe_specialize | def maybe_specialize(term, domain):
"""Specialize a term if it's loadable.
"""
if isinstance(term, LoadableTerm):
return term.specialize(domain)
return term | python | def maybe_specialize(term, domain):
"""Specialize a term if it's loadable.
"""
if isinstance(term, LoadableTerm):
return term.specialize(domain)
return term | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/graph.py#L498-L503 | train | Specialize a term if it s loadable. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(6414 - 6303) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(50) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11785 - 11674) + chr(51) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(989 - 940) + '\066' + '\x37', 47538 - 47530), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10000 + 0o42) + chr(0b11100 + 0o27), 3628 - 3620), ehT0Px3KOsy9(chr(0b110000) + chr(716 - 605) + chr(51) + chr(1410 - 1362) + chr(0b11 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + '\x31' + chr(50) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1766 - 1718) + '\157' + chr(49) + chr(0b110 + 0o57) + chr(0b101001 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11011 + 0o26) + chr(0b110011) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110110) + chr(0b0 + 0o67), 61051 - 61043), ehT0Px3KOsy9('\x30' + chr(111) + chr(1755 - 1705) + chr(0b110000) + chr(2176 - 2124), 31427 - 31419), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\063' + chr(0b111 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1114 - 1063) + chr(0b10111 + 0o34) + chr(0b100111 + 0o16), 24025 - 24017), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + '\063' + chr(0b110111) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7974 - 7863) + chr(0b110010) + '\060' + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(6886 - 6775) + chr(0b110010) + chr(0b110000) + chr(1182 - 1132), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b100110 + 0o17) + '\064', 55545 - 55537), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(1577 - 1527) + chr(53), 42486 - 42478), ehT0Px3KOsy9(chr(370 - 322) + chr(111) + '\062' + chr(0b1110 + 0o44) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2683 - 2572) + '\063' + chr(0b11000 + 0o30) + chr(0b1100 + 0o51), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1100 + 0o143) + '\x32' + chr(2476 - 2425) + chr(0b101110 + 0o11), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11011 + 0o26) + chr(119 - 70) + '\065', 47801 - 47793), ehT0Px3KOsy9(chr(66 - 18) + chr(11998 - 11887) + '\x35' + chr(2750 - 2696), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(469 - 417) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(119 - 71) + chr(0b1101111) + chr(0b110001) + chr(0b10 + 0o57) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\066' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(10596 - 10485) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000011 + 0o54) + '\x33' + chr(694 - 645) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(1962 - 1914) + '\064', 22921 - 22913), ehT0Px3KOsy9(chr(48) + chr(2761 - 2650) + '\x37' + chr(53), 54559 - 54551), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(1992 - 1943) + chr(0b110101) + '\064', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(48) + chr(54), 2842 - 2834), ehT0Px3KOsy9('\x30' + chr(12152 - 12041) + chr(49) + chr(0b110101) + chr(48), 20906 - 20898), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\067' + chr(0b10110 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(2492 - 2381) + chr(0b1001 + 0o53) + chr(0b111 + 0o56), 0o10), ehT0Px3KOsy9('\060' + chr(4600 - 4489) + chr(0b110001) + chr(908 - 859) + chr(0b1000 + 0o53), 7830 - 7822), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\x32' + chr(0b110110) + chr(783 - 733), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + chr(0b101 + 0o55) + chr(0b11111 + 0o23) + chr(0b100110 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(1370 - 1322) + '\157' + '\061' + chr(51) + chr(0b10011 + 0o35), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(0b101011 + 0o12) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b','), chr(7793 - 7693) + '\145' + '\143' + chr(5735 - 5624) + '\144' + '\145')(chr(0b1110101) + chr(9007 - 8891) + '\146' + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def vwW7aBjEfZbe(BnuOe7t2jDZ6, psizfxY_oCoV):
if PlSM16l2KDPD(BnuOe7t2jDZ6, p6lYdHiP4DL2):
return xafqLlk3kkUe(BnuOe7t2jDZ6, xafqLlk3kkUe(SXOLrMavuUCe(b'q"y\x14z\xa5>\x03#\xd2'), '\x64' + chr(0b1011 + 0o132) + '\143' + '\157' + chr(0b1100100) + chr(0b110 + 0o137))('\x75' + chr(4403 - 4287) + chr(102) + '\x2d' + chr(56)))(psizfxY_oCoV)
return BnuOe7t2jDZ6 |
quantopian/zipline | zipline/pipeline/graph.py | TermGraph._add_to_graph | def _add_to_graph(self, term, parents):
"""
Add a term and all its children to ``graph``.
``parents`` is the set of all the parents of ``term` that we've added
so far. It is only used to detect dependency cycles.
"""
if self._frozen:
raise ValueError(
"Can't mutate %s after construction." % type(self).__name__
)
# If we've seen this node already as a parent of the current traversal,
# it means we have an unsatisifiable dependency. This should only be
# possible if the term's inputs are mutated after construction.
if term in parents:
raise CyclicDependency(term)
parents.add(term)
self.graph.add_node(term)
for dependency in term.dependencies:
self._add_to_graph(dependency, parents)
self.graph.add_edge(dependency, term)
parents.remove(term) | python | def _add_to_graph(self, term, parents):
"""
Add a term and all its children to ``graph``.
``parents`` is the set of all the parents of ``term` that we've added
so far. It is only used to detect dependency cycles.
"""
if self._frozen:
raise ValueError(
"Can't mutate %s after construction." % type(self).__name__
)
# If we've seen this node already as a parent of the current traversal,
# it means we have an unsatisifiable dependency. This should only be
# possible if the term's inputs are mutated after construction.
if term in parents:
raise CyclicDependency(term)
parents.add(term)
self.graph.add_node(term)
for dependency in term.dependencies:
self._add_to_graph(dependency, parents)
self.graph.add_edge(dependency, term)
parents.remove(term) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/graph.py#L69-L95 | train | Add a term and all its children to the graph. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(207 - 96) + '\x32' + chr(0b1 + 0o64), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(50) + chr(48) + chr(0b101 + 0o61), 43265 - 43257), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(1156 - 1107) + chr(51) + '\064', 24534 - 24526), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\066' + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(675 - 625) + '\x36' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\065' + chr(690 - 642), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(322 - 273) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(52) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1011100 + 0o23) + '\x36' + chr(54), 0o10), ehT0Px3KOsy9(chr(309 - 261) + chr(0b1101111) + chr(0b10110 + 0o33) + chr(0b111 + 0o56) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b100000 + 0o117) + chr(0b110010) + chr(0b110001) + '\066', 8), ehT0Px3KOsy9(chr(48) + chr(1229 - 1118) + chr(0b101010 + 0o10) + chr(0b110101) + chr(625 - 577), 5003 - 4995), ehT0Px3KOsy9(chr(982 - 934) + chr(111) + chr(0b110010) + '\062' + '\x37', 45067 - 45059), ehT0Px3KOsy9('\060' + chr(0b110 + 0o151) + '\x33' + '\x32' + chr(0b10011 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(354 - 306) + chr(111) + chr(0b110011) + chr(489 - 434), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\063' + '\064' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o10) + chr(234 - 186), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(0b110110 + 0o0) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11000 + 0o31) + '\x31' + chr(1491 - 1442), 39430 - 39422), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(242 - 190) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(2154 - 2106) + chr(0b1010 + 0o145) + chr(1208 - 1159) + chr(49), 65189 - 65181), ehT0Px3KOsy9('\060' + chr(4785 - 4674) + chr(0b11001 + 0o31) + '\x30' + chr(0b10000 + 0o44), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b100110 + 0o15) + '\064' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1451 - 1401) + '\064' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(328 - 278) + '\065' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(50) + chr(0b11101 + 0o31) + chr(0b100101 + 0o14), 40487 - 40479), ehT0Px3KOsy9(chr(48) + chr(137 - 26) + '\x33' + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\067' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11572 - 11461) + chr(50) + chr(53) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1212 - 1164) + '\157' + chr(1358 - 1307) + chr(0b10010 + 0o43) + chr(0b10110 + 0o34), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b101111 + 0o1) + chr(1506 - 1457), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2101 - 2051) + chr(0b110101) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + chr(11672 - 11561) + '\x31' + '\x36' + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(9218 - 9107) + '\062' + '\060', 21555 - 21547), ehT0Px3KOsy9('\x30' + chr(1087 - 976) + chr(51) + chr(2190 - 2139) + '\x33', 41908 - 41900), ehT0Px3KOsy9(chr(1241 - 1193) + '\x6f' + chr(50) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(988 - 877) + chr(442 - 391) + chr(0b110001 + 0o1) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1752 - 1704) + '\157' + chr(50) + chr(0b10101 + 0o41) + '\x37', 52998 - 52990), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + chr(51) + chr(0b110111) + chr(1988 - 1933), 0o10), ehT0Px3KOsy9('\x30' + chr(8688 - 8577) + chr(0b110010) + '\x37' + '\066', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2017 - 1969) + chr(111) + chr(0b100000 + 0o25) + chr(0b110 + 0o52), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b';'), chr(0b1011010 + 0o12) + '\x65' + '\x63' + chr(6178 - 6067) + chr(0b110110 + 0o56) + chr(101))('\165' + chr(116) + chr(102) + chr(922 - 877) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DIJBsjXCfpIc(oVre8I6UXc3b, BnuOe7t2jDZ6, PvJHbuNLSJ60):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'J\xe0.\x9d\xcf\r\xe0'), '\x64' + '\x65' + chr(99) + chr(0b11111 + 0o120) + '\x64' + chr(0b1100101))(chr(117) + chr(116) + chr(102) + chr(1624 - 1579) + '\x38')):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'V\xe72\xd5\xc1H\xe3SB\x08\xfa\xcd\xb7\xf3l\xc7QP=F{\xa4\x85\xc8\xc7\xc2oN\xd9\x89\xf5\xc0\x1b~\xf5'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + '\x64' + chr(0b0 + 0o145))(chr(2344 - 2227) + chr(0b1101100 + 0o10) + '\146' + chr(1709 - 1664) + chr(0b111000)) % xafqLlk3kkUe(wmQmyeWBmUpv(oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'R\xe49\x98\x81\x07\xd4W}%\xcf\x9e'), chr(100) + chr(101) + chr(0b1100011) + chr(3300 - 3189) + '\144' + chr(0b1100101))(chr(12299 - 12182) + chr(116) + chr(6376 - 6274) + chr(0b1101 + 0o40) + chr(56))))
if BnuOe7t2jDZ6 in PvJHbuNLSJ60:
raise FhE7bfML3qWf(BnuOe7t2jDZ6)
xafqLlk3kkUe(PvJHbuNLSJ60, xafqLlk3kkUe(SXOLrMavuUCe(b'`\xccl\x83\x8c\x0b\xc9\x13l&\xdc\x9b'), '\144' + chr(3645 - 3544) + chr(99) + chr(0b1101111) + chr(100) + chr(0b110010 + 0o63))('\165' + '\x74' + '\146' + '\x2d' + chr(56)))(BnuOe7t2jDZ6)
xafqLlk3kkUe(oVre8I6UXc3b.graph, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe28\xad\xdb\x07\xeaC'), chr(100) + '\145' + chr(4790 - 4691) + chr(111) + chr(0b1100100) + '\x65')('\165' + chr(116) + chr(2165 - 2063) + '\x2d' + '\x38'))(BnuOe7t2jDZ6)
for _nWvPM5tC0vO in xafqLlk3kkUe(BnuOe7t2jDZ6, xafqLlk3kkUe(SXOLrMavuUCe(b'q\xe3,\x97\xdb\x0c\xebHU\x00\xeb\xdb'), chr(6038 - 5938) + '\x65' + chr(2948 - 2849) + chr(0b1101110 + 0o1) + chr(0b100000 + 0o104) + chr(1024 - 923))('\165' + '\x74' + chr(3177 - 3075) + '\x2d' + chr(210 - 154))):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'J\xe78\x96\xea\x1c\xe1yQ\x1b\xef\xd8\xff'), chr(1310 - 1210) + chr(0b100110 + 0o77) + '\x63' + chr(9870 - 9759) + chr(100) + chr(0b100 + 0o141))(chr(0b11011 + 0o132) + chr(0b10100 + 0o140) + '\x66' + chr(0b101000 + 0o5) + chr(0b11001 + 0o37)))(_nWvPM5tC0vO, PvJHbuNLSJ60)
xafqLlk3kkUe(oVre8I6UXc3b.graph, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe28\xad\xd0\x0c\xe9C'), '\x64' + chr(7353 - 7252) + chr(0b1100011) + chr(9085 - 8974) + chr(0b1100100 + 0o0) + '\145')('\x75' + chr(0b1110 + 0o146) + chr(102) + chr(0b101101) + '\x38'))(_nWvPM5tC0vO, BnuOe7t2jDZ6)
xafqLlk3kkUe(PvJHbuNLSJ60, xafqLlk3kkUe(SXOLrMavuUCe(b'g\xe31\x9d\xc3\r'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b100110 + 0o111) + '\x64' + chr(0b1100101))(chr(6880 - 6763) + chr(116) + chr(652 - 550) + '\055' + '\x38'))(BnuOe7t2jDZ6) |
quantopian/zipline | zipline/pipeline/graph.py | TermGraph.execution_order | def execution_order(self, refcounts):
"""
Return a topologically-sorted iterator over the terms in ``self`` which
need to be computed.
"""
return iter(nx.topological_sort(
self.graph.subgraph(
{term for term, refcount in refcounts.items() if refcount > 0},
),
)) | python | def execution_order(self, refcounts):
"""
Return a topologically-sorted iterator over the terms in ``self`` which
need to be computed.
"""
return iter(nx.topological_sort(
self.graph.subgraph(
{term for term, refcount in refcounts.items() if refcount > 0},
),
)) | [
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] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/graph.py#L110-L119 | train | Return an iterator over the terms in self which have refcounts > 0. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(0b1000 + 0o52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(518 - 465) + '\062', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110001 + 0o6) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(870 - 821) + chr(0b1011 + 0o52) + '\064', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b101101 + 0o12) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x34' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x32', 52120 - 52112), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b11101 + 0o26) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1011 + 0o52) + '\x31', 12733 - 12725), ehT0Px3KOsy9('\060' + chr(111) + chr(1458 - 1408) + chr(0b110000) + chr(118 - 64), 13499 - 13491), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + '\x36' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(10595 - 10484) + '\067' + '\065', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(2103 - 2054) + chr(0b110000) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2019 - 1971) + chr(0b1101111) + chr(1048 - 999) + chr(0b10010 + 0o44) + chr(0b100 + 0o55), 23312 - 23304), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101001 + 0o11) + chr(0b110011) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10111 + 0o33) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(9024 - 8913) + chr(309 - 258) + '\061' + chr(1635 - 1586), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(49) + chr(0b11001 + 0o36) + '\065', 33324 - 33316), ehT0Px3KOsy9('\060' + '\x6f' + chr(1563 - 1508) + chr(0b10000 + 0o41), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1011 + 0o52) + chr(2464 - 2413), 57684 - 57676), ehT0Px3KOsy9(chr(0b110000) + chr(7582 - 7471) + chr(2305 - 2255) + '\x32' + chr(0b101111 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(656 - 603) + chr(0b111 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x30' + '\061', 51310 - 51302), ehT0Px3KOsy9(chr(0b110000) + chr(3365 - 3254) + chr(326 - 277) + '\x36', 26732 - 26724), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(2347 - 2295) + chr(1526 - 1478), 49650 - 49642), ehT0Px3KOsy9('\x30' + chr(5845 - 5734) + chr(0b110010) + chr(0b110010) + '\x35', 0b1000), ehT0Px3KOsy9(chr(288 - 240) + '\x6f' + chr(0b110001) + '\x31' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(2084 - 2036) + chr(0b1101111) + chr(0b10 + 0o60) + chr(0b1001 + 0o55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1620 - 1565) + chr(354 - 304), 52223 - 52215), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(272 - 224) + chr(0b1101111) + '\x31' + '\x33' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(481 - 433) + chr(111) + chr(49) + chr(0b100010 + 0o24) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(9234 - 9123) + chr(0b110010) + '\065' + chr(0b11000 + 0o36), 0o10), ehT0Px3KOsy9(chr(1792 - 1744) + chr(0b100010 + 0o115) + '\x36' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(210 - 162) + chr(0b111000 + 0o67) + '\x32' + '\064' + chr(920 - 870), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + chr(8073 - 7962) + chr(51) + chr(0b101110 + 0o5) + chr(0b110111), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + '\065' + '\x30', 44101 - 44093)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x04'), '\x64' + chr(0b1011 + 0o132) + '\x63' + chr(0b1101111) + chr(100) + '\145')('\165' + chr(116) + '\146' + chr(0b10101 + 0o30) + chr(0b0 + 0o70)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def vlljLe878nOt(oVre8I6UXc3b, dTprSchKabOH):
return ZdP978XkGspL(xafqLlk3kkUe(RevCSQl8gXpb, xafqLlk3kkUe(SXOLrMavuUCe(b'^E\x88\x03e\x91\xc1c\xbcH\xeakN*\x03\xea'), '\x64' + chr(0b1100101) + '\x63' + chr(12186 - 12075) + chr(9526 - 9426) + '\x65')(chr(117) + '\x74' + chr(102) + chr(0b10001 + 0o34) + chr(0b101001 + 0o17)))(xafqLlk3kkUe(oVre8I6UXc3b.graph, xafqLlk3kkUe(SXOLrMavuUCe(b'Y_\x9a\x0b{\x9f\xd6b'), '\144' + chr(101) + chr(7390 - 7291) + chr(111) + chr(0b1010010 + 0o22) + '\145')('\165' + chr(0b1100000 + 0o24) + chr(102) + chr(45) + '\x38'))({BnuOe7t2jDZ6 for (BnuOe7t2jDZ6, lKG8iJdstNAS) in xafqLlk3kkUe(dTprSchKabOH, xafqLlk3kkUe(SXOLrMavuUCe(b'dP\x8e\t@\xa4\x95C\xb3z\xce\r'), chr(6853 - 6753) + chr(0b11100 + 0o111) + chr(0b10111 + 0o114) + chr(11819 - 11708) + chr(8395 - 8295) + chr(0b1001101 + 0o30))(chr(11038 - 10921) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b110 + 0o62)))() if lKG8iJdstNAS > ehT0Px3KOsy9('\x30' + chr(111) + '\x30', 8)}))) |
quantopian/zipline | zipline/pipeline/graph.py | TermGraph.initial_refcounts | def initial_refcounts(self, initial_terms):
"""
Calculate initial refcounts for execution of this graph.
Parameters
----------
initial_terms : iterable[Term]
An iterable of terms that were pre-computed before graph execution.
Each node starts with a refcount equal to its outdegree, and output
nodes get one extra reference to ensure that they're still in the graph
at the end of execution.
"""
refcounts = self.graph.out_degree()
for t in self.outputs.values():
refcounts[t] += 1
for t in initial_terms:
self._decref_dependencies_recursive(t, refcounts, set())
return refcounts | python | def initial_refcounts(self, initial_terms):
"""
Calculate initial refcounts for execution of this graph.
Parameters
----------
initial_terms : iterable[Term]
An iterable of terms that were pre-computed before graph execution.
Each node starts with a refcount equal to its outdegree, and output
nodes get one extra reference to ensure that they're still in the graph
at the end of execution.
"""
refcounts = self.graph.out_degree()
for t in self.outputs.values():
refcounts[t] += 1
for t in initial_terms:
self._decref_dependencies_recursive(t, refcounts, set())
return refcounts | [
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"."
] | 77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe | https://github.com/quantopian/zipline/blob/77ad15e6dc4c1cbcdc133653bac8a63fc704f7fe/zipline/pipeline/graph.py#L143-L163 | train | Calculate initial refcounts for execution of this graph. | Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100 + 0o57) + chr(0b110110 + 0o1) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\066' + chr(1891 - 1842), 62755 - 62747), ehT0Px3KOsy9('\060' + chr(198 - 87) + chr(51) + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100) + chr(1742 - 1689), 12233 - 12225), ehT0Px3KOsy9(chr(1441 - 1393) + '\x6f' + chr(0b110011) + chr(51) + chr(55), 55832 - 55824), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(7298 - 7187) + '\x32' + chr(48) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(0b100010 + 0o24) + chr(1457 - 1408), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b1100 + 0o47) + chr(0b110010), 45233 - 45225), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b110011) + chr(48) + chr(2314 - 2264), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10111 + 0o32) + chr(1466 - 1414) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110011) + chr(0b110111) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(55 - 7) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(50) + chr(0b110100) + chr(0b101110 + 0o11), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11100 + 0o26) + chr(0b110111) + chr(0b1100 + 0o46), 44918 - 44910), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(1483 - 1435), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(11834 - 11723) + chr(1054 - 1004) + '\x31' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101001 + 0o12) + chr(53) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\x32' + chr(51) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b110001 + 0o0) + chr(0b110100), 35943 - 35935), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b110000) + chr(2373 - 2324), 0b1000), ehT0Px3KOsy9(chr(1968 - 1920) + chr(0b1001001 + 0o46) + chr(50) + chr(52) + chr(346 - 291), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2310 - 2259) + chr(128 - 73) + chr(0b110100), 52922 - 52914), ehT0Px3KOsy9(chr(1213 - 1165) + chr(111) + chr(1783 - 1733) + '\067' + '\x35', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(578 - 523) + chr(0b0 + 0o64), 8), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + '\062' + chr(0b11101 + 0o32) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1346 - 1297) + chr(0b10 + 0o56) + chr(465 - 413), 3575 - 3567), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(567 - 456) + chr(2016 - 1966) + chr(0b101111 + 0o1) + chr(0b10111 + 0o32), 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(10451 - 10340) + '\x33' + '\065' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\x31' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(51) + chr(0b1 + 0o62) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1195 - 1146) + chr(678 - 629) + chr(52), 37072 - 37064), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11110 + 0o24) + chr(0b110011) + chr(51), 41804 - 41796), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + '\062' + '\065', 0b1000), ehT0Px3KOsy9(chr(978 - 930) + '\x6f' + '\x33' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(946 - 898) + '\157' + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1396 - 1346) + '\060' + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\062', 47985 - 47977), ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + chr(1726 - 1674), 4731 - 4723), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(0b110110) + chr(0b110001), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b11 + 0o55), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6'), '\144' + chr(2162 - 2061) + chr(0b110101 + 0o56) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(117) + '\x74' + '\146' + chr(0b1010 + 0o43) + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FtZPRQu8ZH2L(oVre8I6UXc3b, ZgGzB4NxmGiW):
dTprSchKabOH = oVre8I6UXc3b.graph.out_degree()
for YeT3l7JgTbWR in xafqLlk3kkUe(oVre8I6UXc3b.outputs, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab!\xa2f\x91\xf4\x04\xae\x8aT\x9b\xe0'), chr(0b1100100) + '\x65' + chr(0b1100 + 0o127) + chr(0b1101111) + '\144' + chr(101))(chr(117) + chr(116) + chr(0b1000111 + 0o37) + chr(45) + chr(0b10101 + 0o43)))():
dTprSchKabOH[YeT3l7JgTbWR] += ehT0Px3KOsy9('\060' + chr(12083 - 11972) + chr(472 - 423), ord("\x08"))
for YeT3l7JgTbWR in ZgGzB4NxmGiW:
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\x15\xa9F\xad\xe4W\xc5\xa6\x00\x8f\xe7\xc9\xde]\xe0\x8d\xf6\xe9\xb2\xf8\x8e\xd8\x9f\xc96\xf2\x86\xb9c'), '\x64' + chr(101) + '\143' + chr(0b1000011 + 0o54) + chr(100) + chr(1348 - 1247))('\x75' + chr(12269 - 12153) + chr(0b1100110) + chr(0b101101) + chr(56)))(YeT3l7JgTbWR, dTprSchKabOH, MVEN8G6CxlvR())
return dTprSchKabOH |
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