AISE-TUDelft/AP-MAE-dataset · Datasets at Hugging Face

1,537,600

rect_table.hpp

FiYHer_csgo_cheats/csgo_cheats/rect_table.hpp

#pragma once #include "recv_prop.hpp" //接收数据表结构 typedef struct recv_table_struct { recv_prop_struct* props; int propCount; void* decoder; char* netTableName; bool isInitialized; bool isInMainList; }recv_table_struct;

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1,537,601

head.hpp

FiYHer_csgo_cheats/csgo_cheats/head.hpp

#pragma once #include "node.hpp" //武器皮肤数据存放辅助头结构 template <typename Key, typename Value> struct head_struct { node_struct<Key, Value>* memory;//内容 int allocationCount;//申请了的大小 int growSize;//增长大小 int startElement;//开始元素 int nextAvailable;//下一个 int _unknown;//未知 int lastElement;//上一个元素 };

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FiYHer/csgo_cheats

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false

1,537,602

paint_kit.hpp

FiYHer_csgo_cheats/csgo_cheats/paint_kit.hpp

#pragma once #include "self_string.hpp" //ÎäÆ÷Æ¤·ô typedef struct paint_kit_struct { int id;//Æ¤·ôid self_string_struct name;//Æ¤·ôÃû³Æ self_string_struct description;//ÃèÊö self_string_struct itemName;// }paint_kit_struct;

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FiYHer/csgo_cheats

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false

1,537,603

user_cmd.hpp

FiYHer_csgo_cheats/csgo_cheats/user_cmd.hpp

#pragma once #include "self_vector.hpp" //玩家命令结构 typedef struct user_cmd_struct { enum { IN_ATTACK = 1 << 0,//左键 IN_JUMP = 1 << 1,//跳跃 IN_DUCK = 1 << 2,//下蹲 IN_FORWARD = 1 << 3,//前进 IN_BACK = 1 << 4,//后退 IN_USE = 1 << 5, IN_MOVELEFT = 1 << 9,//左移动 IN_MOVERIGHT = 1 << 10,//右移动 IN_ATTACK2 = 1 << 11,//右键 IN_SCORE = 1 << 16,//开镜 IN_BULLRUSH = 1 << 22//狂奔 }; int pad; int command_number; int tick_count; self_vector_struct view_angles; self_vector_struct aim_direction; float forward_move; float side_move; float up_move; int buttons; char impulse; int weapon_select; int weapon_sub_type; int random_seed; short mouse_dx; short mouse_dy; bool has_been_predicted; }user_cmd_struct;

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C++

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FiYHer/csgo_cheats

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,604

ray.hpp

FiYHer_csgo_cheats/csgo_cheats/ray.hpp

#pragma once #include "self_vector.hpp" typedef struct ray_struct { ray_struct(const self_vector_struct& src, const self_vector_struct& dest) : start(src), delta(dest - src) { is_swept = delta.x || delta.y || delta.z; } self_vector_struct start{ }; float pad{ }; self_vector_struct delta{ }; std::byte pad2[40]{ }; bool is_ray{ true }; bool is_swept{ }; }ray_struct;

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FiYHer/csgo_cheats

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,606

net_vars.h

FiYHer_csgo_cheats/csgo_cheats/net_vars.h

#pragma once #include <unordered_map> #include "rect_table.hpp" #include "fnv.hpp" //网络变量辅助类 class net_vars_class { public: //初始化 net_vars_class() noexcept; //恢复 void restore() noexcept; //重载索引 uint16_t operator[](const uint32_t hash) noexcept; private: //获取偏移数据 void walk_table(bool unload, const char* networkName, recv_table_struct* recvTable, const std::size_t offset = 0) noexcept; //偏移列表 std::unordered_map<uint32_t, uint16_t> offsets; }; extern net_vars_class g_net_vars; #define NETVAR_OFFSET(funcname, class_name, var_name, offset, type) \ std::add_lvalue_reference_t<type> funcname() noexcept \ { \ auto hash{ fnv_struct::hash(class_name "->" var_name) }; \ return *reinterpret_cast<std::add_pointer_t<type>>(this + g_net_vars[hash] + offset); \ } #define NETVAR(funcname, class_name, var_name, type) \ NETVAR_OFFSET(funcname, class_name, var_name, 0, type)

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FiYHer/csgo_cheats

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false

1,537,608

entity.h

FiYHer_csgo_cheats/csgo_cheats/entity.h

#pragma once #include "help_func.hpp" #include "client_class.hpp" #include "net_vars.h" #include "move_type.hpp" #include <string> //实例类 class entity_class { public: //判断该实例是否是处于休眠状态 constexpr bool is_dormant() noexcept { return call_virtual_method<bool>(this + 8, 9); } //获取该实例的客户数据类 constexpr client_class_struct* get_client_class() noexcept { return call_virtual_method<client_class_struct*>(this + 8, 2); } //判断玩家是否死亡 constexpr bool is_alive() noexcept { return call_virtual_method<bool>(this, 155) && get_health() > 0; } //根据句柄获取实例 constexpr auto get_entity_from_handle(int handle) noexcept { return call_virtual_method<entity_class*, int>(this, 4, handle); } //设置模型索引 constexpr void set_model_index(int index) noexcept { call_virtual_method<void, int>(this, 75, index); } //更新数据 constexpr void pre_data_update(int updateType) noexcept { call_virtual_method<void, int>(this + 8, 6, updateType); } //获取当前的武器 constexpr entity_class* get_active_weapon() noexcept { return call_virtual_method<entity_class*>(this, 267); } //获取武器的不正确率 constexpr float get_inaccuracy() noexcept { return call_virtual_method<float>(this, 482); } //获取自瞄punch auto get_aim_punch() noexcept { self_vector_struct vec; call_virtual_method<void>(this, 345, std::ref(vec)); return vec; } //是否是狙击枪 constexpr bool is_sniper_rifle() noexcept { switch (get_client_class()->classId) { case classId_enum::Ssg08: case classId_enum::Awp: case classId_enum::Scar20: case classId_enum::G3sg1: return true; default: return false; } } //判断是否是敌人 bool is_enemy() noexcept; //判断玩家是否在视线中 bool is_visiable(const self_vector_struct& position) noexcept; //获取人物视线方位 self_vector_struct get_eye_position() noexcept; //获取骨骼的位置 self_vector_struct get_bone_position(int bone = 8) noexcept; //初始化人物骨骼 constexpr bool setup_bones(matrix3x4_class* out, int max_bones, int bone_mask, float current_time) noexcept; public: NETVAR(get_origin, "CBaseEntity", "m_vecOrigin", self_vector_struct)//玩家的地图位置 NETVAR(get_health, "CBasePlayer", "m_iHealth", int)//获取玩家血量 NETVAR_OFFSET(get_index, "CBaseEntity", "m_bIsAutoaimTarget", 4, int)//获取索引 NETVAR(get_weapons, "CBaseCombatCharacter", "m_hMyWeapons", int[48])//武器信息 NETVAR(get_item_definition_index, "CBaseAttributableItem", "m_iItemDefinitionIndex", short)//获取武器定义索引 NETVAR(get_item_id_high, "CBaseAttributableItem", "m_iItemIDHigh", int)// NETVAR(get_account_id, "CBaseAttributableItem", "m_iAccountID", int)// NETVAR(get_fallback_paint_kit, "CBaseAttributableItem", "m_nFallbackPaintKit", unsigned)// NETVAR(get_view_model, "CBasePlayer", "m_hViewModel[0]", int)// NETVAR(get_weapon, "CBaseViewModel", "m_hWeapon", int)// NETVAR(get_entity_quality, "CBaseAttributableItem", "m_iEntityQuality", int)// NETVAR(get_fallback_seed, "CBaseAttributableItem", "m_nFallbackSeed", unsigned)// NETVAR(get_fallback_stat_trak, "CBaseAttributableItem", "m_nFallbackStatTrak", unsigned)// NETVAR(get_fallback_wear, "CBaseAttributableItem", "m_flFallbackWear", float)// NETVAR(get_tick_base, "CBasePlayer", "m_nTickBase", int)// NETVAR(get_is_scoped, "CCSPlayer", "m_bIsScoped", bool)//判断玩家是否处于开镜状态 NETVAR(get_next_attack, "CBaseCombatCharacter", "m_flNextAttack", float)//下一次攻击的时间 NETVAR(get_flags, "CBasePlayer", "m_fFlags", int)//人物状态标识 NETVAR_OFFSET(get_move_type, "CBaseEntity", "m_nRenderMode", 1, move_type_enum)//获取人物移动类型 NETVAR(get_model_index, "CBaseEntity", "m_nModelIndex", unsigned)// NETVAR(get_weapon_world_model, "CBaseCombatWeapon", "m_hWeaponWorldModel", int)// NETVAR(is_gun_game_immunity, "CCSPlayer", "m_bGunGameImmunity", bool)//枪战免疫 NETVAR(is_clip, "CBaseCombatWeapon", "m_iClip1", int)//不是枪械 NETVAR(get_next_primary_attack, "CBaseCombatWeapon", "m_flNextPrimaryAttack", float)//下一次主要攻击 };

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FiYHer/csgo_cheats

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,609

input_system.hpp

FiYHer_csgo_cheats/csgo_cheats/input_system.hpp

#pragma once #include "help_func.hpp" class input_system_class { public: //启用游戏输入 constexpr void enable_input(bool enable) noexcept { call_virtual_method<void, bool>(this, 11, enable); } //重置输入状态 constexpr void reset_input_state() noexcept { call_virtual_method<void>(this, 39); } };

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FiYHer/csgo_cheats

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,610

config.hpp

FiYHer_csgo_cheats/csgo_cheats/config.hpp

#pragma once #include <windows.h> #include <vadefs.h> #include <Psapi.h> #include "engine.hpp" #include "entity_list.hpp" #include "glow_object_manager.hpp" #include "client.hpp" #include "game_ui.hpp" #include "weapen_item_schema.hpp" #include "localize.hpp" #include "weapen_kit.hpp" #include "cvar.hpp" #include "user_cmd.hpp" #include "global_vars.h" #include "engine_sight_trace.hpp" #include "model_info.hpp" #include "input_system.hpp" //客户模式类 class client_mode_class; //游戏作弊控制结构 typedef struct cheat_control_struct { bool show_imgui = true;//显示imgui菜单 int language_english = 0;//选择英文 bool show_glow = false;//辉光显示控制 bool glow_enable = false;//开启辉光 bool glow_enemy = false;//辉光敌人 bool glow_friend = false;//辉光队友 bool show_skin = false;//显示换肤窗口 bool skin_enable = false;//开启换肤 std::vector<weapen_kit_struct> skin_vector;//武器皮肤列表 int weapon_skin_id = 0;//武器皮肤ID std::unordered_map<int,const char*> weapon_map;//通过ID查找枪械 int weapon_id = 0;//当前武器ID std::vector<weapen_kit_struct> knife_vector;//小刀模型列表 int knife_index = 0;//小刀索引 bool aim_show = false;//显示自瞄窗口 bool aim_enable = false;//开启自瞄 int aim_bone = 8;//自瞄部位 bool aim_auto_shot = false;//自动开枪 bool aim_auto_scope = false;//自动开镜 bool aim_aimlock = false;//一直锁定敌人 float aim_fov = 255.0f;//允许自瞄的范围 float aim_max_aim_inaccuracy = 1.0f;//自瞄的最大不正确率 float aim_max_shot_inaccuracy = 1.0f;//射击的最大不正确率 float aim_offset = 0.0f;//自瞄偏移 bool show_report = false;//显示句柄窗口 bool report_enable = false;//开启举报 int report_mode = 1;//举报模式 int report_interval = 5;//举报间隔 std::vector<player_info_struct> report_players;//游戏房间玩家信息列表 uint64_t report_player_xuid;//举报玩家xuid bool report_text_abuse = false;//骂人 bool report_grief = false;//骚扰 bool report_wall_hack = true;//透视 bool report_aim_bot = true;//自瞄 bool report_speed_hack = false;//加速 bool show_other = false;//其它功能开关 bool other_again_jump = false;//连跳功能 }cheat_control_struct; //内存相关结构 typedef struct memory_struct { uintptr_t present;//present函数地址 uintptr_t reset;//reset函数地址 glow_object_mamager_struct* glow_object_mamager;//辉光对象管理结构指针 std::add_pointer_t<weapen_item_schema_class* __cdecl()> weapen_item_schema;//武器皮肤 uintptr_t hud;//图标地址 int*(__thiscall* find_hud_element)(uintptr_t, const char*);//查找图标元素 int(__thiscall* clear_hud_weapon)(int*, int);//清空武器图标 bool(__thiscall* is_other_enemy)(entity_class*, entity_class*);//判断是否是敌人函数 std::add_pointer_t<bool __stdcall(const char*, const char*)> submit_report;//举报玩家函数地址 memory_struct() { present = find_pattern(L"gameoverlayrenderer", "\xFF\x15????\x8B\xF8\x85\xDB", 2); reset = find_pattern(L"gameoverlayrenderer", "\xC7\x45?????\xFF\x15????\x8B\xF8", 9); glow_object_mamager = *reinterpret_cast<glow_object_mamager_struct**>(find_pattern(L"client_panorama", "\x0F\x11\x05????\x83\xC8\x01", 3)); weapen_item_schema = relativeToAbsolute<decltype(weapen_item_schema)>(reinterpret_cast<int*>(find_pattern(L"client_panorama", "\xE8????\x0F\xB7\x0F", 1))); auto temp = reinterpret_cast<std::uintptr_t*>(find_pattern(L"client_panorama", "\xB9????\xE8????\x8B\x5D\x08", 1)); hud = *temp; find_hud_element = relativeToAbsolute<decltype(find_hud_element)>(reinterpret_cast<int*>(reinterpret_cast<char*>(temp) + 5)); clear_hud_weapon = reinterpret_cast<decltype(clear_hud_weapon)>(find_pattern(L"client_panorama", "\x55\x8B\xEC\x51\x53\x56\x8B\x75\x08\x8B\xD9\x57\x6B\xFE\x2C")); is_other_enemy = relativeToAbsolute<decltype(is_other_enemy)>(reinterpret_cast<int*>(find_pattern(L"client_panorama", "\xE8????\x02\xC0", 1))); submit_report = reinterpret_cast<decltype(submit_report)>(find_pattern(L"client_panorama", "\x55\x8B\xEC\x83\xE4\xF8\x83\xEC\x28\x8B\x4D\x08")); } //内存模式查找 uintptr_t find_pattern(const wchar_t* module, const char* pattern, size_t offset = 0) noexcept { //获取指定模块的相关信息 MODULEINFO moduleInfo; if (GetModuleInformation(GetCurrentProcess(), GetModuleHandleW(module), &moduleInfo, sizeof(moduleInfo))) { //获取开始地址和结束地址 auto start = static_cast<const char*>(moduleInfo.lpBaseOfDll); const auto end = start + moduleInfo.SizeOfImage; auto first = start; auto second = pattern; while (first < end && *second) { if (*first == *second || *second == '?') { ++first; ++second; } else { first = ++start; second = pattern; } } //查找到地址 if (!*second) return reinterpret_cast<uintptr_t>(const_cast<char*>(start) + offset); } MessageBoxA(NULL, "findPattern", NULL, MB_OK | MB_ICONWARNING); exit(-1); } }memory_struct; //游戏辅助配置结构 typedef struct configuration_struct { engine_class* engine;//游戏引擎类指针 entity_list_class* entity_list;//实例列表类指针 client_class* client;//客户端类指针 client_mode_class* client_mode;//客户模式类指针 game_ui_class* gmae_ui;//游戏ui类指针 localize_class* localize;//定位类指针 cvar_class* cvar;//数值类指针 engine_trace_class* engine_trace;//引擎视线跟踪类指针 model_info_class* model_info;//模型信息类指针 input_system_class* input_system;//输入系统 cheat_control_struct control;//作弊控制结构 memory_struct memory;//内存相关结构 global_vars_struct* global_vars;//全局内存变量结构指针 configuration_struct() { engine = find<engine_class>(L"engine", "VEngineClient014"); entity_list = find<entity_list_class>(L"client_panorama", "VClientEntityList003"); client = find<client_class>(L"client_panorama", "VClient018"); client_mode = **reinterpret_cast<client_mode_class***>((*reinterpret_cast<uintptr_t**>(client))[10] + 5); gmae_ui = find<game_ui_class>(L"client_panorama", "GameUI011"); localize = find<localize_class>(L"localize", "Localize_001"); cvar = find<cvar_class>(L"vstdlib", "VEngineCvar007"); global_vars = **reinterpret_cast<global_vars_struct***>((*reinterpret_cast<uintptr_t**>(client))[11] + 10); engine_trace = find<engine_trace_class>(L"engine", "EngineTraceClient004"); model_info = find<model_info_class>(L"engine", "VModelInfoClient004"); input_system = find<input_system_class>(L"inputsystem", "InputSystemVersion001"); } //查找指定的接口 template <typename T> auto find(const wchar_t* module, const char* name) noexcept { if (HMODULE moduleHandle = GetModuleHandleW(module)) if (const auto createInterface = reinterpret_cast<std::add_pointer_t<T* (const char* name, int* returnCode)>>(GetProcAddress(moduleHandle, "CreateInterface"))) if (T* foundInterface = createInterface(name, nullptr)) return foundInterface; MessageBoxA(nullptr, "find", NULL, MB_OK | MB_ICONERROR); std::exit(EXIT_FAILURE); } }configuration_struct; //导出给外部用 extern configuration_struct g_config;

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FiYHer/csgo_cheats

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

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1,537,612

other.hpp

FiYHer_csgo_cheats/csgo_cheats/other.hpp

#pragma once #include "config.hpp" //其它一些有用的功能 namespace other_space { //开启连跳 void again_jump(user_cmd_struct* cmd) noexcept { if (!g_config.control.other_again_jump) return; //获取自己实例 const auto local_player = g_config.entity_list->get_entity(g_config.engine->get_local_player()); if (!local_player || !local_player->is_alive()) return; static int last_time_state = local_player->get_flags() & 1; if (!(local_player->get_flags() & 1) && local_player->get_move_type() != move_type_enum::LADDER && !last_time_state) cmd->buttons &= ~user_cmd_struct::IN_JUMP; last_time_state = local_player->get_flags() & 1; } }

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FiYHer/csgo_cheats

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,613

imgui_gui.hpp

FiYHer_csgo_cheats/csgo_cheats/imgui_gui.hpp

#pragma once #include "config.hpp" #include <windows.h> #include <string> #include <filesystem> #include "imgui/imgui.h" #include "imgui/imgui_impl_dx9.h" #include "imgui/imgui_impl_win32.h" #include "skin.hpp" class imgui_gui_class { public: imgui_gui_class() noexcept { srand((unsigned int)time(0)); //创建imgui上下文 ImGui::CreateContext(); //绑定游戏窗口 ImGui_ImplWin32_Init(FindWindowW(L"Valve001", NULL)); //设置imgui为白色 ImGui::StyleColorsLight(); ImGui::GetStyle().ScrollbarSize = 9.0f; ImGuiIO& io = ImGui::GetIO(); io.IniFilename = nullptr;//不需要保存imgui配置文件 io.LogFilename = nullptr;//不需要保存imgui信息 io.ConfigFlags |= ImGuiConfigFlags_NoMouseCursorChange;//不需要改变鼠标样式 //设置字体文件 const char* font_path = "c:\\msyh.ttc"; if (std::filesystem::exists(font_path)) io.Fonts->AddFontFromFileTTF(font_path, 20.0f, nullptr, io.Fonts->GetGlyphRangesChineseFull()); else { char buffer[2000]; sprintf(buffer, "没有发现字体文件,可能无法正常显示字体\t 文件:%s 函数:%s 源代码行:%d\n", __FILE__, __FUNCTION__, __LINE__); MessageBoxA(NULL, buffer, "警告信息", NULL); g_config.control.language_english = 1; } } //渲染界面管理 void render_manager() noexcept { ImGui::Begin(u8"csgo assistant", &g_config.control.show_imgui); ImGui::Text(u8"language"); ImGui::RadioButton(u8"中文显示", &g_config.control.language_english, 0);ImGui::SameLine(); ImGui::RadioButton(u8"english show", &g_config.control.language_english, 1); std::string tip1 = string_to_utf8("Ins 显示 / 隐藏菜单"); std::string tip2 = string_to_utf8("提示:如果墙体闪烁，请按Ins隐藏当前菜单即可解决!!!"); std::string show_glow = string_to_utf8("人物辉光功能"); std::string show_skin = string_to_utf8("切换皮肤功能"); std::string show_report = string_to_utf8("玩家举报功能"); std::string show_aim = string_to_utf8("人物自瞄功能"); std::string show_other = string_to_utf8("其它有用功能"); if (g_config.control.language_english) { tip1 = "Ins show / hide menu"; tip2 = "tip: if the wall is flickering, press Ins to hide the current menu."; show_glow = "players glow functions"; show_skin = "change skin functions"; show_report = "players report functions"; show_aim = "players aimbot functions"; show_other = "other useful functions"; } ImGui::Text(tip1.c_str()); ImGui::Text(tip2.c_str()); ImGui::Checkbox(show_glow.c_str(), &g_config.control.show_glow); ImGui::Checkbox(show_skin.c_str(), &g_config.control.show_skin); ImGui::Checkbox(show_report.c_str(), &g_config.control.show_report); ImGui::Checkbox(show_aim.c_str(), &g_config.control.aim_show); ImGui::Checkbox(show_other.c_str(), &g_config.control.show_other); ImGui::End(); } //渲染界面函数 void render() noexcept { if (g_config.control.show_imgui) { ImGui_ImplDX9_NewFrame(); ImGui_ImplWin32_NewFrame(); ImGui::NewFrame(); render_manager(); render_glow(); render_skin(); render_report(); render_aim(); render_other(); ImGui::EndFrame(); ImGui::Render(); ImGui_ImplDX9_RenderDrawData(ImGui::GetDrawData()); } } //人物辉光菜单 void render_glow() noexcept { if (!g_config.control.show_glow) return; ImGui::Begin(u8"glow"); std::string glow_enable = string_to_utf8("开启辉光"); std::string glow_enemy = string_to_utf8("辉光敌人"); std::string glow_friend = string_to_utf8("辉光队友"); if (g_config.control.language_english) { glow_enable = "enable glow"; glow_enemy = "glow enemy"; glow_friend = "glow friend"; } ImGui::Checkbox(glow_enable.c_str(), &g_config.control.glow_enable); ImGui::Checkbox(glow_enemy.c_str(), &g_config.control.glow_enemy); ImGui::Checkbox(glow_friend.c_str(), &g_config.control.glow_friend); ImGui::End(); } //切换皮肤菜单 void render_skin() noexcept { if (!g_config.control.show_skin) return; ImGui::Begin(u8"skin"); std::string skin_enable = string_to_utf8("开启换肤"); std::string skin_ = string_to_utf8("武器皮肤选择"); std::string knife_ = string_to_utf8("小刀模型选择"); if (g_config.control.language_english) { skin_enable = "enable skin"; skin_ = "weapon skin select"; knife_ = "knife model select"; } ImGui::Checkbox(skin_enable.c_str(), &g_config.control.skin_enable); static int weapon_kit_index_last = 0;//上一次的武器皮肤 static int weapon_kit_index = rand() % g_config.control.skin_vector.size();//这一次的武器皮肤 ImGui::Combo(skin_.c_str(), &weapon_kit_index, [](void* data, int idx, const char** out_text) { //武器皮肤字符串 *out_text = g_config.control.skin_vector[idx].name.c_str(); //更新武器皮肤ID g_config.control.weapon_skin_id = g_config.control.skin_vector[idx].id; return true; }, nullptr, g_config.control.skin_vector.size(), 10); if (weapon_kit_index_last != weapon_kit_index) { skin_space::schedule_hud_update(); weapon_kit_index_last = weapon_kit_index; } //小刀选择 static int knife_select_last = 0; static int knife_select = rand() % g_config.control.knife_vector.size(); ImGui::Combo(knife_.c_str(), &knife_select, [](void* data, int idx, const char** out_text) { //小刀模型字符串 *out_text = g_config.control.knife_vector[idx].name.c_str(); // g_config.control.knife_index = g_config.control.knife_vector[idx].id; return true; }, nullptr, g_config.control.knife_vector.size(), 10); if (knife_select != knife_select_last) { skin_space::schedule_hud_update(); knife_select_last = knife_select; } ImGui::End(); } //举报玩家菜单 void render_report() noexcept { if (!g_config.control.show_report) return; ImGui::Begin(u8"report"); std::string report_enable = string_to_utf8("开启举报"); std::string report_all = string_to_utf8("举报全部"); std::string report_per = string_to_utf8("举报一个"); std::string report_abuse = string_to_utf8("举报骂人"); std::string report_grief = string_to_utf8("举报骚扰"); std::string report_wallhack = string_to_utf8("举报透视"); std::string report_aimhack = string_to_utf8("举报自瞄"); std::string report_speedhack = string_to_utf8("举报加速"); std::string report_player_name = string_to_utf8("选择需要举报的玩家名字"); std::string report_time_interval = string_to_utf8("举报时间间隔"); std::string report_clear = string_to_utf8("清空举报列表"); if (g_config.control.language_english) { report_enable = "enable report"; report_all = "report all"; report_per = "report per"; report_abuse = "report abuse"; report_grief = "report grief"; report_wallhack = "report wallhack"; report_aimhack = "report aimhack"; report_speedhack = "report speedhack"; report_player_name = "select report player"; report_time_interval = "report interval"; report_clear = "clear report list"; } ImGui::Checkbox(report_enable.c_str(), &g_config.control.report_enable); ImGui::RadioButton(report_all.c_str(), &g_config.control.report_mode, 1); ImGui::SameLine(); ImGui::RadioButton(report_per.c_str(), &g_config.control.report_mode, 2); ImGui::Separator(); ImGui::Checkbox(report_abuse.c_str(), &g_config.control.report_text_abuse); ImGui::Checkbox(report_grief.c_str(), &g_config.control.report_grief); ImGui::Checkbox(report_wallhack.c_str(), &g_config.control.report_wall_hack); ImGui::Checkbox(report_aimhack.c_str(), &g_config.control.report_aim_bot); ImGui::Checkbox(report_speedhack.c_str(), &g_config.control.report_speed_hack); ImGui::Separator(); if (g_config.control.report_mode == 2 && g_config.control.report_players.size()) { static int report_player_index = 0; ImGui::Combo(report_player_name.c_str(), &report_player_index, [](void* data, int idx, const char** out_text) { *out_text = g_config.control.report_players[idx].name; return true; }, nullptr, g_config.control.report_players.size(), 10); //获取玩家的XUID if ((int)g_config.control.report_players.size() > report_player_index) g_config.control.report_player_xuid = g_config.control.report_players[report_player_index].xuid; } ImGui::SliderInt(report_time_interval.c_str(), &g_config.control.report_interval, 5, 50); ImGui::Separator(); if (ImGui::Button(report_clear.c_str())) report_space::clear_report_list(); ImGui::End(); } //自瞄人物菜单 void render_aim() noexcept { if (!g_config.control.aim_show) return; ImGui::Begin(u8"aimbot"); std::string enable_aim = string_to_utf8("开启自瞄"); std::string aim_head = string_to_utf8("自瞄头部"); std::string aim_sternum = string_to_utf8("自瞄胸部"); std::string aim_recent = string_to_utf8("自瞄最近"); std::string aim_auto_shot = string_to_utf8("自动开枪"); std::string aim_auto_scope = string_to_utf8("自动开镜"); std::string aim_aimlock = string_to_utf8("锁定敌人"); std::string aim_fov = string_to_utf8("自瞄范围"); std::string aim_aim_inaccuracy = string_to_utf8("允许自瞄的最大不正确率"); std::string aim_shot_inaccurac = string_to_utf8("允许射击的最大不正确率"); std::string aim_offset = string_to_utf8("自瞄微调"); if (g_config.control.language_english) { enable_aim = "enable aimbot"; aim_head = "aimbot head"; aim_sternum = "aimbot sternum"; aim_recent = "aimbot recent"; aim_auto_shot = "auto shot"; aim_auto_scope = "auto scope"; aim_aimlock = "aimbot lock"; aim_fov = "aimbot fov"; aim_aim_inaccuracy = "aimbot inaccuracy"; aim_shot_inaccurac = "shot inaccurac"; aim_offset = "aimbot offset"; } ImGui::Checkbox(enable_aim.c_str(), &g_config.control.aim_enable); ImGui::RadioButton(aim_head.c_str(), &g_config.control.aim_bone, 8); ImGui::SameLine(); ImGui::RadioButton(aim_sternum.c_str(), &g_config.control.aim_bone, 6); ImGui::SameLine(); ImGui::RadioButton(aim_recent.c_str(), &g_config.control.aim_bone, -1); ImGui::Checkbox(aim_auto_shot.c_str(), &g_config.control.aim_auto_shot); ImGui::Checkbox(aim_auto_scope.c_str(), &g_config.control.aim_auto_scope); ImGui::Checkbox(aim_aimlock.c_str(), &g_config.control.aim_aimlock); ImGui::SliderFloat(aim_fov.c_str(), &g_config.control.aim_fov, 0.0f, 255.0f); ImGui::SliderFloat(aim_aim_inaccuracy.c_str(), &g_config.control.aim_max_aim_inaccuracy, 0.0f, 1.0f); ImGui::SliderFloat(aim_shot_inaccurac.c_str(), &g_config.control.aim_max_shot_inaccuracy, 0.0f, 1.0f); ImGui::SliderFloat(aim_offset.c_str(), &g_config.control.aim_offset, -20.0f, 20.0f); ImGui::End(); } //其它功能菜单 void render_other() noexcept { if (!g_config.control.show_other) return; ImGui::Begin(u8"other"); if(!g_config.control.language_english) ImGui::Checkbox(u8"连跳功能", &g_config.control.other_again_jump); else ImGui::Checkbox(u8"rabbit jump", &g_config.control.other_again_jump); ImGui::End(); } //将文本转化为utf8使得imgui能正常显示中文 std::string string_to_utf8(const std::string& str) { int nwLen = MultiByteToWideChar(CP_ACP, 0, str.c_str(), -1, NULL, 0); wchar_t* pwBuf = new wchar_t[nwLen + 1]; memset(pwBuf, 0, nwLen * 2 + 2); MultiByteToWideChar(CP_ACP, 0, str.c_str(), str.length(), pwBuf, nwLen); int nLen = WideCharToMultiByte(CP_UTF8, 0, pwBuf, -1, NULL, NULL, NULL, NULL); char* pBuf = new char[nLen + 1]; memset(pBuf, 0, nLen + 1); WideCharToMultiByte(CP_UTF8, 0, pwBuf, nwLen, pBuf, nLen, NULL, NULL); std::string ret = pBuf; delete[]pwBuf; delete[]pBuf; return ret; } //将utf8数据转化为字符串 std::string utf8_to_string(const std::string& str) { int nwLen = MultiByteToWideChar(CP_UTF8, 0, str.c_str(), -1, NULL, 0); wchar_t* pwBuf = new wchar_t[nwLen + 1]; memset(pwBuf, 0, nwLen * 2 + 2); MultiByteToWideChar(CP_UTF8, 0, str.c_str(), str.length(), pwBuf, nwLen); int nLen = WideCharToMultiByte(CP_ACP, 0, pwBuf, -1, NULL, NULL, NULL, NULL); char* pBuf = new char[nLen + 1]; memset(pBuf, 0, nLen + 1); WideCharToMultiByte(CP_ACP, 0, pwBuf, nwLen, pBuf, nLen, NULL, NULL); std::string ret = pBuf; delete[]pBuf; delete[]pwBuf; return ret; } }; extern imgui_gui_class g_imgui;

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.h

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FiYHer/csgo_cheats

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,618

Source.cpp

Jinhu-Wang_TreeSeparation/TreeSeparation/TreeSeparation/Source.cpp

/* * Copyright (C) 2016 by * Jinhu Wang (jinhu.wang@tudelft.nl) * Roderik Lindenbergh (r.c.lindenbergh@tudelft.nl) [http://doris.tudelft.nl/~rlindenbergh/] * Laser and Optical Remote Sensing * Dept. of Geoscience and Remote Sensing * TU Delft, https://tudelft.nl * * This is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License Version 3 * as published by the Free Software Foundation. * * TreeSeparation is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <http://www.gnu.org/licenses/>. */ #include<iostream> #include"FoxTree.h" void main() { std::vector<Point3D> points; Point3D tempPt; //Reading points from ASCII formated file; FILE* inFile = fopen("test-02.xyz", "r"); if (inFile) { while (!feof(inFile)) { fscanf(inFile, "%lf %lf %lf\n", &tempPt.x, &tempPt.y, &tempPt.z); points.push_back(tempPt); } fclose(inFile); } else { std::cout << "There was an error in data loading..." << std::endl; return; } //Parameters const double radius = 1.0; const double verticalResolution = 0.7; const int miniPtsPerCluster = 3; //Initialization FoxTree* foxTree = new FoxTree(points, radius, verticalResolution, miniPtsPerCluster); //Topdown direction foxTree->separateTrees(1, 1); //Output separation results foxTree->outputTrees("test-02-1.0-0.7-3.xyz", foxTree->m_nTrees); std::cout << "Finished" << std::endl; if (foxTree) delete foxTree; foxTree = nullptr; }

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.cpp

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Jinhu-Wang/TreeSeparation

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,619

FoxTree.cpp

Jinhu-Wang_TreeSeparation/TreeSeparation/TreeSeparation/FoxTree.cpp

/* * Copyright (C) 2016 by * Jinhu Wang (jinhu.wang@tudelft.nl) * Roderik Lindenbergh (r.c.lindenbergh@tudelft.nl) [http://doris.tudelft.nl/~rlindenbergh/] * Laser and Optical Remote Sensing * Dept. of Geoscience and Remote Sensing * TU Delft, https://tudelft.nl * * This is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License Version 3 * as published by the Free Software Foundation. * * TreeSeparation is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <http://www.gnu.org/licenses/>. */ #include"FoxTree.h" FoxTree::FoxTree() : m_Points(nullptr) , m_nNumPts(0) , m_nTreeIndex(0) , m_nVerticalResolution(0.0) , m_nRadius(0.0) , m_nMinPtSeeds(5) //, m_Voxel(nullptr) { } //Default constructor; FoxTree::FoxTree(std::vector<Point3D> points, double radius, double verticalResolution, int minPtNum) { this->m_nVerticalResolution = verticalResolution; this->m_nRadius = radius; this->m_nMinPtSeeds = minPtNum; this->m_nNumPts = points.size(); this->m_Points = new Point3D[points.size()]; for (size_t i = 0; i < points.size(); ++i) { this->m_Points[i].x = points.at(i).x; this->m_Points[i].y = points.at(i).y; this->m_Points[i].z = points.at(i).z; this->m_Points[i].ptID = i; if (points.at(i).x > this->m_nBBX.xMax) this->m_nBBX.xMax = points.at(i).x; if (points.at(i).y > this->m_nBBX.yMax) this->m_nBBX.yMax = points.at(i).y; if (points.at(i).z > this->m_nBBX.zMax) this->m_nBBX.zMax = points.at(i).z; if (points.at(i).x < this->m_nBBX.xMin) this->m_nBBX.xMin = points.at(i).x; if (points.at(i).y < this->m_nBBX.yMin) this->m_nBBX.yMin = points.at(i).y; if (points.at(i).z < this->m_nBBX.zMin) this->m_nBBX.zMin = points.at(i).z; } } //Default descructor; FoxTree::~FoxTree() { if (m_Points) delete[] m_Points; m_Points = nullptr; } //Initaite the tree points and also the three parameters; void FoxTree::initialize(std::vector<Point3D> points, double radius, double verticalResolution, int minPtsNum) { if (points.empty()) return; this->m_nRadius = radius; this->m_nVerticalResolution = verticalResolution; this->m_nMinPtSeeds = minPtsNum; this->loadPoints(points); } //Load the points to the class; void FoxTree::loadPoints(std::vector<Point3D> points) { this->m_nNumPts = points.size(); this->m_Points = new Point3D[points.size()]; for (size_t i = 0; i < points.size(); ++i) { this->m_Points[i].x = points.at(i).x; this->m_Points[i].y = points.at(i).y; this->m_Points[i].z = points.at(i).z; this->m_Points[i].ptID = i; if (points.at(i).x > this->m_nBBX.xMax) this->m_nBBX.xMax = points.at(i).x; if (points.at(i).y > this->m_nBBX.yMax) this->m_nBBX.yMax = points.at(i).y; if (points.at(i).z > this->m_nBBX.zMax) this->m_nBBX.zMax = points.at(i).z; if (points.at(i).x < this->m_nBBX.xMin) this->m_nBBX.xMin = points.at(i).x; if (points.at(i).y < this->m_nBBX.yMin) this->m_nBBX.yMin = points.at(i).y; if (points.at(i).z < this->m_nBBX.zMin) this->m_nBBX.zMin = points.at(i).z; } } //Obtain points within the designated height interval; std::vector<int> FoxTree::getPts(double lower, double higher) { std::vector<int> ptIndices; ptIndices.clear(); for (int i = 0; i < m_nNumPts; ++i) { if (this->m_Points[i].z <= higher && this->m_Points[i].z > lower) { ptIndices.push_back(this->m_Points[i].ptID); } } return ptIndices; } //Run tree separation; void FoxTree::separateTrees() { this->topDownSeparation(this->m_nRadius, this->m_nVerticalResolution); } //Perform tree individualization w.r.t. the given direction; // 1 == from top downwards; // -1 == from bottom upwards; void FoxTree::separateTrees(int ptOrVoxel, int direction) { if (ptOrVoxel == 1) { if (direction == 1) { this->topDownSeparation(this->m_nRadius, this->m_nVerticalResolution); } else if (direction == -1) { this->bottomUpSeparation(this->m_nRadius, this->m_nVerticalResolution); } else { std::cout << "Direction should be either 1(topdown) or -1(bottomup)." << std::endl; return; } } else if(ptOrVoxel == -1) { } } //Tree individulization from top layer downwards; void FoxTree::topDownSeparation(double radius, double verticalResolution) { bool isTopLayer = true; int k = 0; for (float height = this->m_nBBX.zMax; height >= this->m_nBBX.zMin; height -= verticalResolution) { clock_t startTime = clock(); std::vector<int> ptIDs = this->getPts(height - verticalResolution, height); if (ptIDs.empty()) continue; std::vector<std::vector<int>> currLayerClusters; currLayerClusters.clear(); std::cout << "Total number of points in this layer: " << ptIDs.size() << std::endl; if (isTopLayer) { currLayerClusters = this->clusterPoints(radius, ptIDs); this->generateTreeClusters(currLayerClusters); this->ConcatenateToParsedPts(currLayerClusters); if(currLayerClusters.size() == 0) { isTopLayer = true; } else { isTopLayer = false; } } else { std::vector<int> restPts = ptIDs; int parsedPts = 0; std::cout << "Incrementally assign points..." << std::endl; std::vector<int> pointIndices = ptIDs; do { parsedPts = this->m_nParsedPtIds.size(); restPts = this->assignPtsToTrees(restPts, radius); } while (parsedPts != this->m_nParsedPtIds.size()); std::cout << "Finished assigning points" << std::endl; std::vector<std::vector<int>> currLayerClusters; clock_t t0 = clock(); std::cout << "Clustering " << ptIDs.size() << " points..." << std::endl; currLayerClusters = this->clusterPoints(radius, restPts); std::cout << "Time elapsed: " << clock() - t0 << std::endl; std::cout << "Finished clustering points" << std::endl; this->generateTreeClusters(currLayerClusters); this->ConcatenateToParsedPts(currLayerClusters); } clock_t endTime = clock(); std::cout << "Processing time for height: [" << height << " <=> " << height + verticalResolution << "] is: " << (endTime - startTime) / 1000 << " seconds." << std::endl; std::cout << "Height index: " << k++ << std::endl; std::cout << "=============================================" << std::endl; } } //Perform tree individualization from bottom layer upwards; void FoxTree::bottomUpSeparation(double radius, double verticalResolution) { bool isBottomLayer = true; int k = 0; for (float height = this->m_nBBX.zMin; height <= this->m_nBBX.zMax; height += verticalResolution) { clock_t startTime = clock(); std::vector<int> ptIDs = this->getPts(height, height + verticalResolution); if (ptIDs.empty()) return; std::vector<std::vector<int>> currLayerCluster; currLayerCluster.clear(); std::cout << "Total number of points in this layer: " << ptIDs.size() << std::endl; if (isBottomLayer) { currLayerCluster = this->clusterPoints(radius, ptIDs); this->generateTreeClusters(currLayerCluster); this->ConcatenateToParsedPts(currLayerCluster); if(currLayerCluster.size() == 0) { isBottomLayer = true; } else { isBottomLayer = false; } } else { std::vector<int> restPts = ptIDs; int parsedPts = 0; std::cout << "Incrementally assign points..." << std::endl; do { parsedPts = this->m_nParsedPtIds.size(); restPts = this->assignPtsToTrees(restPts, radius); } while (parsedPts != this->m_nParsedPtIds.size()); std::cout << "Finished assigning points" << std::endl; std::vector<std::vector<int>> currLayerClusters; clock_t t0 = clock(); std::cout << "Clustering "<< ptIDs.size()<<" points..." << std::endl; currLayerClusters = this->clusterPoints(radius, restPts); std::cout << "Time elapsed: " << clock() - t0 << std::endl; std::cout << "Finished clustering points" << std::endl; this->generateTreeClusters(currLayerClusters); this->ConcatenateToParsedPts(currLayerClusters); } clock_t endTime = clock(); std::cout << "Processing time for height: [" << height <<" <=> " <<height + verticalResolution << "] is: " << (endTime - startTime)/1000 <<" seconds." <<std::endl; std::cout << "Height index: " << k++ << std::endl; std::cout << "=============================================" << std::endl; } } //Cluster points that are within the distance of the given radius. std::vector<std::vector<int>> FoxTree::clusterPoints(double radius, std::vector<int> ptIndices) { std::vector<std::vector<int>> Clusters; Clusters.clear(); if (ptIndices.empty()) return Clusters; PointCloud2<double> kdPts; kdPts.pts.resize(ptIndices.size()); for (size_t i = 0; i < ptIndices.size(); ++i) { kdPts.pts[i].x = this->m_Points[ptIndices.at(i)].x; kdPts.pts[i].y = this->m_Points[ptIndices.at(i)].y; kdPts.pts[i].z = this->m_Points[ptIndices.at(i)].z; } kdTree* currKDTree = new kdTree(3, kdPts, KDTreeSingleIndexAdaptorParams(10)); currKDTree->buildIndex(); std::vector<std::pair<size_t, double>> pairs; SearchParams params; for (size_t i = 0; i < ptIndices.size(); ++i) { int ptID = ptIndices.at(i); if (this->m_Points[ptID].isVisited) continue; std::vector<int> currCluster; currCluster.clear(); std::stack<int> tempStack; tempStack.push(ptID); this->m_Points[ptID].isPushed = true; while (!tempStack.empty()) { ptID = tempStack.top(); Point3D currPt = this->m_Points[ptID]; if (!currPt.isVisited) { currCluster.push_back(ptID); this->m_Points[ptID].isVisited = true; } tempStack.pop(); double queryPt[3]; queryPt[0] = currPt.x; queryPt[1] = currPt.y; queryPt[2] = currPt.z; const size_t numPairs = currKDTree->radiusSearch(&queryPt[0], radius, pairs, params); for (size_t j = 0; j < numPairs; ++j) { if (!this->m_Points[ptIndices.at(pairs[j].first)].isPushed) { tempStack.push(ptIndices.at(pairs[j].first)); this->m_Points[ptIndices.at(pairs[j].first)].isPushed = true; } } } if (currCluster.size() >= this->m_nMinPtSeeds) { Clusters.push_back(currCluster); } } if (currKDTree) delete currKDTree; currKDTree = nullptr; return Clusters; } //Assign tree points based on the clusters and the radius. std::vector<int> FoxTree::assignPtsToTrees(std::vector<int> newPtIDs, double radius) { std::vector<int> restPtIDs; restPtIDs.clear(); int numParsePts = this->m_nParsedPtIds.size(); PointCloud2<double> kdPtsParsed; kdPtsParsed.pts.resize(numParsePts); for (int i = 0; i < numParsePts; ++i) { int id = this->m_nParsedPtIds.at(i); kdPtsParsed.pts[i].x = this->m_Points[id].x; kdPtsParsed.pts[i].y = this->m_Points[id].y; kdPtsParsed.pts[i].z = this->m_Points[id].z; } kdTree* currKDTree = new kdTree(3, kdPtsParsed, KDTreeSingleIndexAdaptorParams(10)); currKDTree->buildIndex(); std::vector<std::pair<size_t, double>>pairs; SearchParams params; for (int i = 0; i < newPtIDs.size(); ++i) { int id = newPtIDs.at(i); double queryPt[3]; queryPt[0] = this->m_Points[id].x; queryPt[1] = this->m_Points[id].y; queryPt[2] = this->m_Points[id].z; std::vector<size_t> retIndex(1); std::vector<double> distSquare(1); currKDTree->knnSearch(&queryPt[0], 1, &retIndex[0], &distSquare[0]); double dist = std::sqrt(distSquare[0]); if (dist < radius) { int currIndex = retIndex[0]; int currTreeIndex = this->m_Points[m_nParsedPtIds.at(currIndex)].treeID; this->m_Points[id].treeID = currTreeIndex; this->m_nTrees.find(currTreeIndex)->second.ptIDs.push_back(id); this->m_nParsedPtIds.push_back(id); } else { restPtIDs.push_back(id); } } if (currKDTree) delete currKDTree; currKDTree = nullptr; return restPtIDs; } //Generate tree clusters based on the point indices; void FoxTree::generateTreeClusters(std::vector<std::vector<int>> ptClusters) { if (ptClusters.empty()) return; int treeCount = ptClusters.size(); for (size_t i = 0; i < treeCount; ++i) { TreeCluster currTree; currTree.ptIDs = ptClusters.at(i); currTree.treeID = this->m_nTreeIndex++; std::pair<int, TreeCluster> tree(currTree.treeID, currTree); this->m_nTrees.insert(tree); this->applyTreeIndexToPts(tree); } } //Apply the tree indices from the given point clusters; void FoxTree::applyTreeIndexToPts(std::pair<int, TreeCluster> treeClusters) { int ptNumber = treeClusters.second.ptIDs.size(); for (int i = 0; i < ptNumber; ++i) { int ptID = treeClusters.second.ptIDs.at(i); this->m_Points[ptID].treeID = treeClusters.first; } } //Concatenate the points to the parsed points in the class; void FoxTree::ConcatenateToParsedPts(std::vector<int> ptIDs) { if (ptIDs.empty()) return; for (size_t i = 0; i < ptIDs.size(); ++i) { this->m_nParsedPtIds.push_back(ptIDs.at(i)); } } //Concatenate the points of the given clusters to the parsed trees in the class; void FoxTree::ConcatenateToParsedPts(std::vector<std::vector<int>> clusters) { if (clusters.empty()) return; for (int i = 0; i < clusters.size(); ++i) { for (int j = 0; j < clusters.at(i).size(); ++j) { this->m_nParsedPtIds.push_back(clusters.at(i).at(j)); } } } //Output points w.r.t. different tree indices; void FoxTree::outputTrees(std::string filename, std::map<int, TreeCluster> trees) { FILE* file = fopen(filename.c_str(), "w"); for (int i = 0; i < trees.size(); ++i) { int r, g, b; r = rand() % 255; g = rand() % 255; b = rand() % 255; for (int j = 0; j < trees.at(i).ptIDs.size(); ++j) { int id = trees.at(i).ptIDs.at(j); Point3D pt = this->m_Points[id]; fprintf(file, "%d %lf %lf %lf %d %d %d\n", pt.treeID, pt.x, pt.y, pt.z, r, g, b); } } fclose(file); } //Output points w.r.t. different clusters; void FoxTree::outputClusters(std::string filename, std::vector<std::vector<int>> ptIDs) { FILE* file = fopen(filename.c_str(), "w"); for (int i = 0; i < ptIDs.size(); ++i) { int r, g, b; r = rand() % 255; g = rand() % 255; b = rand() % 255; for(int j=0; j<ptIDs.at(i).size(); ++j) { int id = ptIDs.at(i).at(j); Point3D pt = this->m_Points[id]; fprintf(file, "%lf %lf %lf %d %d %d\n", pt.x, pt.y, pt.z, r, g, b); } } fclose(file); } //Output points. void FoxTree::outputPts(std::string fileName, std::vector<int> ptIDs) { FILE *file = fopen(fileName.c_str(), "w"); for (int i = 0; i < ptIDs.size(); ++i) { int r, g, b; r = rand() % 255; g = rand() % 255; b = rand() % 255; Point3D pt = this->m_Points[ptIDs.at(i)]; fprintf(file, "%lf %lf %lf %d %d %d\n", pt.x, pt.y, pt.z, r, g, b); } fclose(file); }

14,746

C++

.cpp

444

30.378378

171

0.672681

Jinhu-Wang/TreeSeparation

35

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LGPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,621

FoxTree.h

Jinhu-Wang_TreeSeparation/TreeSeparation/TreeSeparation/FoxTree.h

/* * Copyright (C) 2016 by * Jinhu Wang (jinhu.wang@tudelft.nl) * Roderik Lindenbergh (r.c.lindenbergh@tudelft.nl) [http://doris.tudelft.nl/~rlindenbergh/] * Laser and Optical Remote Sensing * Dept. of Geoscience and Remote Sensing * TU Delft, https://tudelft.nl * * * This is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License Version 3 * as published by the Free Software Foundation. * * TreeSeparation is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <http://www.gnu.org/licenses/>. */ #pragma once #include<stack> #include<vector> #include<map> #include<math.h> #include<time.h> #include<limits> #include<iostream> #include"nanoflann.hpp" using namespace nanoflann; typedef KDTreeSingleIndexAdaptor < L2_Simple_Adaptor<double, PointCloud2<double>>, PointCloud2<double>, 3 > kdTree; struct Point3D { double x; double y; double z; bool isPushed; bool isVisited; int ptID; int treeID; Point3D() { x = y = z = 0.0; isPushed = isVisited = false; ptID = treeID = -1; } Point3D& operator=(const Point3D* pt) { this->x = pt->x; this->y = pt->y; this->z = pt->z; this->isPushed = pt->isPushed; this->isVisited = pt->isVisited; this->ptID = pt->ptID; this->treeID = pt->treeID; return *this; } }; struct TreeCluster { std::vector<int> ptIDs; Point3D centroid; int r, g, b; int treeID; TreeCluster() { r = g = b = 0; treeID = 0; } }; struct BBX { double xMin; double yMin; double zMin; double xMax; double yMax; double zMax; BBX() { xMax = yMax = zMax = -(std::numeric_limits<double>::max)(); xMin = yMin = zMin = (std::numeric_limits<double>::max)(); } }; class FoxTree { public: FoxTree(); FoxTree(std::vector<Point3D> points, double radius, double verticalResolution, int minPtNum); ~FoxTree(); //----------------------------------- Variables ------------------------------------- public: //All loaded points in memory; Point3D* m_Points; //Individualized trees; std::map<int, TreeCluster> m_nTrees; //Vertical resolution; double m_nVerticalResolution; //Search radius; double m_nRadius; //Minimun point number for tree seeds. int m_nMinPtSeeds; //VoxelCell* m_nCell; //Voxel* m_Voxel; private: //Number of loaded tree points; int m_nNumPts; //AABB of the inpt tree points; BBX m_nBBX; //Index of individualized trees; int m_nTreeIndex; //Already parsed tree points; std::vector<int> m_nParsedPtIds; //---------------------------------- Operations ------------------------------------- public: //Initialize the point clouds; void initialize(std::vector<Point3D> points, double radius, double verticalResolution, int minPtsNum); //Separate trees; void separateTrees(); void separateTrees(int PtOrVoxel, int direction); //Output clusters and points; void outputClusters(std::string fileName, std::vector < std::vector<int>> ptIDs); void outputPts(std::string fileName, std::vector<int> ptIDs); void outputTrees(std::string fileName, std::map<int, TreeCluster> trees); private: //Initialized the class with tree points; void loadPoints(std::vector<Point3D> points); //Get points between the given heights; std::vector<int> getPts(double lower, double higher); //Cluster points with radius. std::vector<std::vector<int>> clusterPoints(double radius, std::vector<int> ptIndices); //Top downwards traversal of the tree points; void topDownSeparation(double radius, double verticalResolution); //Bottom upwards traversal of the tree points for tree separation; void bottomUpSeparation(double radius, double verticalResolution); //Concatenate the obtained points to parsed points; void ConcatenateToParsedPts(std::vector<int> ptIDs); void ConcatenateToParsedPts(std::vector<std::vector<int>> ptIDS); //Assign points to their closest tree and return the rest points; std::vector<int> assignPtsToTrees(std::vector<int> newPtIDs, double radius); //Generate tree clusters from the point clusters; void generateTreeClusters(std::vector<std::vector<int>> ptClusters); //Apply tree index to every points in the memory; void applyTreeIndexToPts(std::pair<int, TreeCluster> treeClusters); };

4,492

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.h

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103

0.727315

Jinhu-Wang/TreeSeparation

35

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LGPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,622

VpcmProperties.cpp

SimulPiscator_vpcm/Source/VpcmProperties.cpp

#include "VpcmProperties.h" #include <sys/errno.h> namespace { bool parseOpt( char* string, char** name, char** value ) { char* p = string; if( *p++ != '-' || *p++ != '-' ) return false; *name = p; while( *p && *p != '=' ) ++p; if( *p ) { *p++ = 0; *value = p; } else *value = 0; return true; } } // namespace int VpcmProperties::parse( int argc, char** argv ) { mode = Playback; rate = 44100; channels = 2; format = Float32; byteWidth = 4; raw = false; bufferFrames = 16384; eofOnIdle = true; posixPipe = false; overflow = Zeros; int latencyMs = 0; for( char** arg = argv + 1; arg < argv + argc; ++arg ) { char* option, *strvalue; if( !parseOpt( *arg, &option, &strvalue ) ) { name = *arg; } else if( strvalue ) { int decvalue = 0; ::sscanf( strvalue, "%d", &decvalue ); if( !::strcmp( option, "rate") ) rate = decvalue; else if( !::strcmp( option, "channels" ) ) channels = decvalue; else if( !::strcmp( option, "latency-msec" ) ) latencyMs = decvalue; else if( !::strcmp( option, "buffer-frames" ) ) bufferFrames = decvalue; else if( !::strcmp( option, "format" ) ) { if( !::strcmp( strvalue, "s16" ) || !::strcmp( strvalue, "s16le" ) || !::strcmp( strvalue, "s16ne" ) ) format = Int16; else if( !::strcmp( strvalue, "float32" ) || !::strcmp( strvalue, "float32le" ) || !::strcmp( strvalue, "float32ne" ) ) format = Float32; else return EINVAL; } else if( !::strcmp( option, "overflow" ) ) { if( !::strcmp( strvalue, "zeros" ) ) overflow = Zeros; else if( !::strcmp( strvalue, "noise" ) ) overflow = Noise; else if( !::strcmp( strvalue, "discard" ) ) overflow = Discard; else return EINVAL; } else if( !::strcmp( option, "raw" ) ) raw = decvalue; else if( !::strcmp( option, "eof-on-idle" ) ) eofOnIdle = decvalue; else return EINVAL; } else { if( !::strcmp( option, "playback" ) ) mode = Playback; else if( !::strcmp( option, "record" ) ) mode = Record; else if( !::strcmp( option, "raw" ) ) raw = true; else if( !::strcmp( option, "eof-on-idle" ) ) eofOnIdle = true; else if( !::strcmp( option, "no-eof-on-idle" ) ) eofOnIdle = false; else if( !::strcmp( option, "posix-pipe" ) ) posixPipe = true; else return EINVAL; } } if( !name || !*name ) return EINVAL; if( rate < 1 ) return EINVAL; if( channels < 1 ) return EINVAL; switch( format ) { case Float32: byteWidth = 4; break; case Int16: byteWidth = 2; break; default: return EDEVERR; } if( bufferFrames < 2 ) return EINVAL; latencyFrames = ( latencyMs * rate + 1 ) / 1000; if( latencyFrames < 0 ) return EINVAL; if( posixPipe ) eofOnIdle = true; return 0; } int VpcmProperties::print( char* buf, int len, const char* sep ) const { if( !sep ) sep = " --"; int pos = 0; const char* pMode = "?"; switch( mode ) { case Playback: pMode = "playback"; break; case Record: pMode = "record"; break; } const char* pFormat = "?"; switch( format ) { case Int16: pFormat = "s16le"; break; case Float32: pFormat = "float32le"; break; } const char* pOverflow = "?"; switch( overflow ) { case Zeros: pOverflow = "zeros"; break; case Noise: pOverflow = "noise"; break; case Discard: pOverflow = "discard"; break; } pos += ::snprintf( buf + pos, len - pos, "%s%s" "%srate=%d" "%schannels=%d" "%sbuffer-frames=%d" "%slatency-msec=%d" "%sformat=%s" "%soverflow=%s" , sep, pMode, sep, rate, sep, channels, sep, bufferFrames, sep, rate ? ( latencyFrames * 1000 ) / rate : 0, sep, pFormat, sep, pOverflow ); if( raw ) pos += ::snprintf( buf + pos, len - pos, "%s%s", sep, "raw" ); if( posixPipe ) pos += ::snprintf( buf + pos, len - pos, "%s%s", sep, "posix-pipe" ); else if( !eofOnIdle ) pos += ::snprintf( buf + pos, len - pos, "%s%s", sep, "no-eof-on-idle" ); return pos; }

4,459

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.cpp

194

17.618557

77

0.52937

SimulPiscator/vpcm

35

3

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,623

VpcmAudioEngine.cpp

SimulPiscator_vpcm/Source/VpcmAudioEngine.cpp

#include "VpcmAudioEngine.h" #include "VpcmAudioDevice.h" #include "FloatEmu.h" #include <IOKit/audio/IOAudioLevelControl.h> #include <IOKit/audio/IOAudioToggleControl.h> #include <IOKit/audio/IOAudioDefines.h> #include <IOKit/IOTimerEventSource.h> #include <sys/fcntl.h> #include <sys/uio.h> #include <sys/systm.h> #include <sys/kauth.h> #define INT64_1E9 1000000000LL #ifndef FIONWRITE # define FIONWRITE _IOR('f', 119, int) #endif #ifndef FIONSPACE # define FIONSPACE _IOR('f', 118, int) #endif #define EOF 0x00010000 #define CLOSING 0x00020000 #define TERMINATING 0x00040000 bool VpcmAudioEngine::Buffer::init( int bufferBytes ) { int flags = kIOMemoryPhysicallyContiguous | kIOMemoryThreadSafe; pDesc = IOBufferMemoryDescriptor::withOptions( flags, bufferBytes, 4 ); if( !pDesc ) return false; begin.v = pDesc->getBytesNoCopy(); if( !begin.v ) return false; end.c = begin.c + bufferBytes; ::bzero( begin.c, bufferBytes ); return true; } void VpcmAudioEngine::Buffer::free() { if( pDesc ) { pDesc->release(); pDesc = 0; } begin.c = 0; end.c = 0; } namespace { IOAudioControl* createVolumeControl( int idx, int usage, int initialValue ) { return IOAudioLevelControl::createVolumeControl( initialValue, -15, 0, -((15*6)<<16), 0, kIOAudioControlChannelIDAll, kIOAudioControlChannelNameAll, idx, usage ); } IOAudioControl* createMuteControl( int idx, int usage, int initialValue ) { return IOAudioToggleControl::createMuteControl( initialValue, kIOAudioControlChannelIDAll, kIOAudioControlChannelNameAll, idx, usage ); } } // namespace const VpcmAudioEngine::ControlDef VpcmAudioEngine::sAudioControls[] = { { &createVolumeControl, kIOAudioControlUsageInput, 0, &VpcmAudioEngine::mGain }, { &createVolumeControl, kIOAudioControlUsageOutput, 0, &VpcmAudioEngine::mVolume }, { &createMuteControl, kIOAudioControlUsageInput, 0, &VpcmAudioEngine::mMuteInput }, { &createMuteControl, kIOAudioControlUsageOutput, 0, &VpcmAudioEngine::mMuteOutput }, }; IOReturn VpcmAudioEngine::onControlChanged( IOAudioControl* pControl, SInt32, SInt32 newValue ) { this->*sAudioControls[pControl->getControlID()].pValue = newValue; return kIOReturnSuccess; } namespace { IOAudioStreamFormat sFormats[] = { { 0, kIOAudioStreamSampleFormatLinearPCM, kIOAudioStreamNumericRepresentationSignedInt, 16, 16, 0, kIOAudioStreamByteOrderLittleEndian, TRUE, VpcmProperties::Int16 }, { 0, kIOAudioStreamSampleFormatLinearPCM, kIOAudioStreamNumericRepresentationIEEE754Float, 32, 32, 0, kIOAudioStreamByteOrderLittleEndian, TRUE, VpcmProperties::Float32 }, }; } // namespace OSDefineMetaClassAndStructors( VpcmAudioEngine, IOAudioEngine ) bool VpcmAudioEngine::init( const VpcmProperties* pProperties ) { ::bzero( &mDevIOSel, sizeof(mDevIOSel) ); mDevIOPtr.c = 0; mDevIOBytesAvail = -1; mIOState = 0; mWritePosition = 0; mNextTime.t = 0; mBufferDuration.t = 0; mpTimer = 0; mProperties = *pProperties; const char* p = mProperties.name; if( p ) { size_t size = ::strlen(p) + 1; mProperties.name = new char[size]; ::memcpy( mProperties.name, p, size ); } return IOAudioEngine::init( 0 ); } void VpcmAudioEngine::free() { mBuffer.free(); delete[] mProperties.name; mProperties.name = 0; IOAudioEngine::free(); } bool VpcmAudioEngine::initHardware( IOService* pProvider ) { if( !IOAudioEngine::initHardware( pProvider ) ) return false; int err = DevfsDeviceNode::devCreate( ENGINE_NODE_NAME ); if( err ) return false; if( mProperties.name ) IOAudioEngine::setDescription( mProperties.name ); if( mProperties.rate < 1 ) return false; ::nanoseconds_to_absolutetime( ( mProperties.bufferFrames * INT64_1E9 ) / mProperties.rate, &mBufferDuration.t ); int bufferBytes = mProperties.bufferFrames * mProperties.channels * mProperties.byteWidth; if( !mBuffer.init( bufferBytes ) ) return false; IOTimerEventSource::Action action = OSMemberFunctionCast( IOTimerEventSource::Action, this, &VpcmAudioEngine::onBufferTimer ); mpTimer = IOTimerEventSource::timerEventSource( this, action ); if (!mpTimer) return false; if( !workLoop ) return false; workLoop->addEventSource( mpTimer ); IOAudioStreamFormat* pFormat = sFormats, *formatsEnd = sFormats + sizeof(sFormats)/sizeof(*sFormats); while( pFormat->fDriverTag != mProperties.format && pFormat < formatsEnd ) ++pFormat; if( pFormat == formatsEnd ) return false; IOAudioSampleRate rate = { mProperties.rate, 0 }; IOAudioStreamDirection d[] = { kIOAudioStreamDirectionOutput, kIOAudioStreamDirectionInput }; for( int i = 0; i < sizeof(d)/sizeof(*d); ++i ) { bool create = false; switch( d[i] ) { case kIOAudioStreamDirectionInput: create = ( mProperties.mode & VpcmProperties::Record ); break; case kIOAudioStreamDirectionOutput: create = ( mProperties.mode & VpcmProperties::Playback ); break; } if( create ) { IOAudioStream* pStream = new IOAudioStream; if( !pStream || !pStream->initWithAudioEngine( this, d[i], 1 ) ) return false; pFormat->fNumChannels = mProperties.channels; pStream->addAvailableFormat( pFormat, &rate, &rate ); pStream->setFormat( pFormat ); pStream->setSampleBuffer( mBuffer.begin.c, mBuffer.bytes() ); addAudioStream( pStream ); pStream->release(); } } setSampleRate( &rate ); setNumSampleFramesPerBuffer( mProperties.bufferFrames ); setSampleLatency( mProperties.latencyFrames ); setMixClipOverhead( 20 ); for( int i = 0; i < sizeof(sAudioControls)/sizeof(*sAudioControls); ++i ) { const ControlDef* pDef = sAudioControls + i; IOAudioControl* pControl = pDef->create( i, pDef->usage, pDef->initialValue ); if( !pControl ) return false; IOAudioControl::IntValueChangeHandler onChange = OSMemberFunctionCast ( IOAudioControl::IntValueChangeHandler, this, &VpcmAudioEngine::onControlChanged ); pControl->setValueChangeHandler( onChange, this ); addDefaultAudioControl( pControl ); pControl->release(); }; return true; } bool VpcmAudioEngine::terminate( IOOptionBits options ) { if( mIOState & FMASK ) { const int timeout = 5000, sleep = 5; // ms int time = 0; while( time < timeout && !__sync_bool_compare_and_swap( &mIOState, CLOSING, TERMINATING ) ) { mIOState |= EOF; ::selwakeup( &mDevIOSel ); mDevIOWait.Wakeup(); ::IOSleep( sleep ); time += sleep; } if( time > timeout ) return false; } if( devDestroy() != 0 ) return false; return IOAudioEngine::terminate( options ); } void VpcmAudioEngine::stopEngineAtPosition( IOAudioEnginePosition* endingPosition ) { if( mProperties.eofOnIdle && mIOState && this->numActiveUserClients == 0 ) { mIOState |= EOF; ::selwakeup( &mDevIOSel ); mDevIOWait.Wakeup(); } IOAudioEngine::stopEngineAtPosition( endingPosition ); } IOReturn VpcmAudioEngine::performAudioEngineStart() { Time now; clock_get_uptime( &now.t ); this->takeTimeStamp( false, &now.a ); mNextTime.t = now.t + mBufferDuration.t; mpTimer->wakeAtTime( mNextTime.a ); mDevIOBytesAvail = -1; mWritePosition = 0; return kIOReturnSuccess; } IOReturn VpcmAudioEngine::performAudioEngineStop() { mpTimer->cancelTimeout(); return kIOReturnSuccess; } IOReturn VpcmAudioEngine::stopAudioEngine() { mDevIOBytesAvail = -1; return IOAudioEngine::stopAudioEngine(); } void VpcmAudioEngine::onBufferTimer( IOTimerEventSource* ) { Time now; clock_get_uptime( &now.t ); while( mNextTime.t <= now.t ) mNextTime.t += mBufferDuration.t; takeTimeStamp( true, &now.a ); mpTimer->wakeAtTime( mNextTime.a ); } UInt32 VpcmAudioEngine::getCurrentSampleFrame() { return mWritePosition; } void VpcmAudioEngine::resetClipPosition( IOAudioStream*, UInt32 ) { mDevIOBytesAvail = -1; } IOReturn VpcmAudioEngine::eraseOutputSamples( const void* mixBuf, void*, UInt32 firstSampleFrame, UInt32 numSampleFrames, const IOAudioStreamFormat* streamFormat, IOAudioStream* audioStream ) { // We want the mix buffer to be erased but not the sample buffer. return IOAudioEngine::eraseOutputSamples( mixBuf, 0, firstSampleFrame, numSampleFrames, streamFormat, audioStream ); } IOReturn VpcmAudioEngine::clipOutputSamples( const void* inpSrc, void*, UInt32 inFrameOffset, UInt32 inFrameCount, const IOAudioStreamFormat*, IOAudioStream* ) { int channels = mProperties.channels, valueOffset = channels * inFrameOffset, valueCount = channels * inFrameCount, bytesPerValue = mProperties.byteWidth; DataPtr src = { const_cast<void*>( inpSrc ) }, dest = mBuffer.begin; src.f += valueOffset; dest.c += valueOffset * bytesPerValue; if( mMuteOutput ) ::bzero( dest.c, valueCount * bytesPerValue ); else { if( !mProperties.raw ) { FloatEmu::Scale( src.f, valueCount, mVolume ); FloatEmu::Clip( src.f, valueCount ); } switch( mProperties.format ) { case VpcmProperties::Int16: FloatEmu::FloatToInt16Copy( dest.s, src.f, valueCount ); break; case VpcmProperties::Float32: ::memcpy( dest.c, src.c, valueCount * bytesPerValue ); break; } } if( mDevIOBytesAvail < 0 ) { mDevIOPtr = dest; mDevIOBytesAvail = 0; } if( __sync_add_and_fetch( &mDevIOBytesAvail, valueCount * bytesPerValue ) > 0 ) ::selwakeup( &mDevIOSel ); mDevIOWait.Wakeup(); mWritePosition = ( inFrameOffset + inFrameCount ) % numSampleFramesPerBuffer; return kIOReturnSuccess; } IOReturn VpcmAudioEngine::convertInputSamples( const void*, void* inpDest, UInt32 inFrameOffset, UInt32 inFrameCount, const IOAudioStreamFormat*, IOAudioStream* ) { int channels = mProperties.channels, valueOffset = channels * inFrameOffset, valueCount = channels * inFrameCount, bytesPerValue = mProperties.byteWidth; DataPtr src = mBuffer.begin, dest = { inpDest }; src.c += valueOffset * bytesPerValue; if( mMuteInput ) ::bzero( dest.f, valueCount * sizeof(float) ); else { int invalid = 0; if( mDevIOBytesAvail < 0 ) invalid = valueCount; else { int valid = ( mBuffer.bytes() - mDevIOBytesAvail ) / bytesPerValue; invalid = max( 0, valueCount - valid ); } ::bzero( dest.f, invalid * sizeof(float) ); dest.f += invalid; src.c += invalid * bytesPerValue; valueCount -= invalid; switch( mProperties.format ) { case VpcmProperties::Int16: FloatEmu::Int16ToFloatCopy( dest.f, src.s, valueCount ); break; case VpcmProperties::Float32: ::memcpy( dest.c, src.c, valueCount * bytesPerValue ); break; } if( !mProperties.raw ) { FloatEmu::Scale( dest.f, valueCount, mGain ); FloatEmu::Clip( dest.f, valueCount ); } } if( mDevIOBytesAvail < 0 ) { src.c += valueCount * bytesPerValue; if( src.c >= mBuffer.end.c ) src = mBuffer.begin; mDevIOPtr = src; mDevIOBytesAvail = mBuffer.bytes(); } if( __sync_add_and_fetch( &mDevIOBytesAvail, valueCount * bytesPerValue ) > 0 ) ::selwakeup( &mDevIOSel ); mDevIOWait.Wakeup(); return kIOReturnSuccess; } #if TARGET_OS_OSX && TARGET_CPU_ARM64 bool VpcmAudioEngine::driverDesiresHiResSampleIntervals() { return false; } #endif int VpcmAudioEngine::getIOFlags() const { return mIOState & FMASK; } int VpcmAudioEngine::devOpen( int flags ) { int err = 0; if( mProperties.mode == VpcmProperties::Playback && (flags & FWRITE) ) err = ENOTSUP; else if( mProperties.mode == VpcmProperties::Record && (flags & FREAD) ) err = ENOTSUP; else if( (flags & FREAD) && (flags & FWRITE) ) err = ENOTSUP; else if( !__sync_bool_compare_and_swap( &mIOState, 0, flags ) ) err = EACCES; else err = workLoop->runAction( OSMemberFunctionCast( IOWorkLoop::Action, this, &VpcmAudioEngine::onDevOpen ), this ); return err; } int VpcmAudioEngine::onDevOpen() { mDevIOBytesAvail = -1; ::memset( mBuffer.begin.c, 0, mBuffer.bytes() ); return 0; } int VpcmAudioEngine::devClose() { mIOState = CLOSING; ::selthreadclear( &mDevIOSel ); return workLoop->runAction( OSMemberFunctionCast( IOWorkLoop::Action, this, &VpcmAudioEngine::onDevClose ), this ); } int VpcmAudioEngine::onDevClose() { mIOState &= ~CLOSING; return 0; } int VpcmAudioEngine::devIoctl( u_long cmd, caddr_t data ) { int err = 0, arg = *(int*)data; int64_t result = 0; switch( cmd ) { case FIONBIO: if( arg ) __sync_or_and_fetch( &mIOState, FNONBLOCK ); else __sync_and_and_fetch( &mIOState, ~FNONBLOCK ); result = arg; break; case FIONREAD: result = mDevIOBytesAvail < 0 ? 0 : min( mDevIOBytesAvail, mBuffer.bytes() ); break; case FIONWRITE: result = mDevIOBytesAvail < 0 ? 0 : mBuffer.bytes() - min( mDevIOBytesAvail, mBuffer.bytes() ); break; case FIONSPACE: result = mDevIOBytesAvail < 0 ? 0 : min( mDevIOBytesAvail, mBuffer.bytes() ); break; default: err = ENOTTY; } if( !err ) *(int*)data = (int)result; return err; } int VpcmAudioEngine::devSelect( int, void* wql, struct proc* p ) { if( mDevIOBytesAvail > 0 ) return 1; ::selrecord( p, &mDevIOSel, wql ); return 0; } int VpcmAudioEngine::devRead( struct uio* uio ) { return devReadWrite( uio ); } int VpcmAudioEngine::devWrite( struct uio* uio ) { return devReadWrite( uio ); } int VpcmAudioEngine::devReadWrite( struct uio* uio ) { user_ssize_t resid = ::uio_resid( uio ); int rw = ::uio_rw( uio ); if( resid < 1 ) return 0; while( mDevIOBytesAvail < 1 ) { if( mProperties.posixPipe && numActiveUserClients < 1 ) return EPIPE; if( mIOState & EOF ) return rw == UIO_READ ? 0 : EPIPE; if( mIOState & FNONBLOCK ) return EWOULDBLOCK; if( mIOState & TERMINATING ) return EDEVERR; int err = mDevIOWait.Sleep(); if( err ) return err; } if( mDevIOBytesAvail > mBuffer.bytes() && mProperties.overflow == VpcmProperties::Discard ) mDevIOBytesAvail = mBuffer.bytes(); int avail = mDevIOBytesAvail, transferred = 0, err = 0; if( avail > mBuffer.bytes() ) { uint32_t fill[256] = { 0 }; while( avail > mBuffer.bytes() && resid > 0 && !err ) { if( rw == UIO_READ && mProperties.overflow == VpcmProperties::Noise ) for( size_t i = 0; i < sizeof(fill)/sizeof(*fill); ++i ) fill[i] = ::random(); int64_t bytes = min( avail - mBuffer.bytes(), sizeof(fill) ); err = ::uiomove( reinterpret_cast<char*>( fill ), (int)bytes, uio ); user_ssize_t newResid = ::uio_resid( uio ); int bytesTransferred = int( resid - newResid ); avail -= bytesTransferred; transferred += bytesTransferred; resid = newResid; } } while( avail > 0 && resid > 0 && !err ) { int64_t bytes = min( avail, mBuffer.end.c - mDevIOPtr.c ); err = ::uiomove( mDevIOPtr.c, (int)bytes, uio ); user_ssize_t newResid = ::uio_resid( uio ); int bytesTransferred = int( resid - newResid ); DataPtr p = { mDevIOPtr.c + bytesTransferred }; if( p.c > mBuffer.end.c ) return EDEVERR; if( p.c == mBuffer.end.c ) p = mBuffer.begin; mDevIOPtr = p; avail -= bytesTransferred; transferred += bytesTransferred; resid = newResid; } __sync_sub_and_fetch( &mDevIOBytesAvail, transferred ); return err; }

15,686

C++

.cpp

550

24.770909

182

0.696264

SimulPiscator/vpcm

35

3

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,624

FloatEmu.cpp

SimulPiscator_vpcm/Source/FloatEmu.cpp

#include "FloatEmu.h" namespace FloatEmu { const unsigned int expShift = 23, expMask = 0xff << expShift, expBias = 127, signMask = 1 << 31, mantMask = ~( expMask | signMask ), implicitBit = 1 << expShift; template<class T> T min( T a, T b ) { return a < b ? a : b; } template<class T> T max( T a, T b ) { return a > b ? a : b; } // This function uses fast integer operations in order to scale unit-range floating-point values // by factors of 2^(k/2) for negative integer k. // This corresponds to 16 steps between -96 and 0 dB, and is sufficient for a simple volume control. void Scale( float* ioData, unsigned int inCount, signed char k ) { const int kHalf = -k >> 1, kOdd = k & 1; union { float* f; unsigned int* i; } p = { ioData }; while( p.f < ioData + inCount ) { int exp = ( *p.i & ~signMask ) >> expShift; if( exp ) // if( fabs(*p.f) > 1.1754942e-38 ) { int expAdd = -kHalf; if( kOdd ) { unsigned int mant = *p.i & mantMask; mant |= implicitBit; // assert( fabs(256/181-sqrt(2)) < 2e-4 ); mant = ( mant * 181 + (1<<7) ) >> 8; // mant = round( mant / sqrt(2) ); if( !( mant & implicitBit ) ) { mant <<= 1; --expAdd; } mant &= mantMask; *p.i = ( *p.i & ~mantMask ) | mant; } if( expAdd ) { exp += expAdd; *p.i &= ~expMask; *p.i |= exp << expShift; } } ++p.f; } } void Clip( float* ioData, unsigned int inCount ) { const unsigned int signMask = 1 << 31; const union { float f; unsigned int i; } floatOne = { 1.0f }; union { float* f; unsigned int* i; } p = { ioData }; while( p.f < ioData + inCount ) { if( ( *p.i & ~signMask ) > floatOne.i ) // if( fabs(*p.f) > 1 || isnan(*p.f) ) *p.i = ( *p.i & signMask ) | floatOne.i; // *p.f = sign(*p.f); ++p.f; } } void FloatToInt16Copy( short* outData, const float* inData, unsigned int inCount ) { union { const float* f; const unsigned int* i; } p = { inData }; short* q = outData; while( p.f < inData + inCount ) { unsigned int exp = ( *p.i >> expShift ) & 0xff; if( exp ) // if( fabs(*p.f) > 1.1754942e-38 ) { unsigned int mant = 0; if( exp >= expBias ) mant = implicitBit; else { mant = ( *p.i & mantMask ) | implicitBit; mant >>= expBias - exp; } mant >>= 7; mant += 1; // round to nearest integer mant >>= 1; if( *p.i & signMask ) *q = -min<int>( mant, 0x8000 ); else *q = min<int>( mant, 0x7fff ); } else *q = 0; ++p.f; ++q; } } void Int16ToFloatCopy( float* outData, const short* inData, unsigned int inCount ) { union { float* f; unsigned int* i; } q = { outData }; const short* p = inData; while( p < inData + inCount ) { unsigned int sign = *p < 0 ? signMask : 0; unsigned int i = sign ? -*p : *p; if( i ) { int exp = expBias; i <<= 8; while( !( i & implicitBit ) ) { i <<= 1; --exp; } i &= ~implicitBit; i |= exp << expShift; i |= sign; } *q.i++ = i; ++p; } } } // namespace

3,344

C++

.cpp

121

21.652893

100

0.507007

SimulPiscator/vpcm

35

3

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,625

VpcmAudioDevice.cpp

SimulPiscator_vpcm/Source/VpcmAudioDevice.cpp

#include "VpcmAudioDevice.h" #include "VpcmAudioEngine.h" #include <IOKit/audio/IOAudioControl.h> #include <IOKit/audio/IOAudioLevelControl.h> #include <IOKit/audio/IOAudioToggleControl.h> #include <IOKit/audio/IOAudioDefines.h> #include <IOKit/IOLib.h> #include <IOKit/IOWorkLoop.h> #include <IOKit/IOCommandGate.h> #include <sys/fcntl.h> #include <sys/proc.h> #include <sys/systm.h> #include <sys/uio.h> #include <sys/conf.h> #include <miscfs/devfs/devfs.h> namespace { const int cCommandBufferSize = 2048; bool isws( char c ) { for( const char* p = " \t\n"; *p; ++p ) if( c == *p ) return true; return false; } char** buildArgv( char* pCmdline, int* pArgc ) { int argc = 0; bool withinArg = false, withinDoubleQuotes = false, withinSingleQuotes = false; char* p = pCmdline, *q = p; while( *p ) { if( !isws( *p ) && !withinArg ) withinArg = true; if( isws( *p ) && !withinDoubleQuotes && !withinSingleQuotes ) { if( withinArg ) { withinArg = false; *q++ = 0; ++argc; } ++p; } else switch( *p ) { case '"': if( withinSingleQuotes ) *q++ = *p++; else { withinDoubleQuotes = !withinDoubleQuotes; ++p; } break; case '\'': if( withinDoubleQuotes ) *q++ = *p++; else { withinSingleQuotes = !withinSingleQuotes; ++p; } break; case '\\': if( !withinSingleQuotes && *(p+1) ) ++p; /* fall through */ default: *q++ = *p++; } } if( withinArg ) { *q++ = 0; ++argc; } p = pCmdline; char** argv = new char*[argc], **pArg = argv; while( pArg < argv + argc ) { *pArg++ = p; while( *p ) ++p; ++p; } *pArgc = argc; return argv; } } // namespace OSDefineMetaClassAndStructors( VpcmAudioDevice, IOAudioDevice ) bool VpcmAudioDevice::init( OSDictionary *properties ) { if( !IOAudioDevice::init( properties ) ) return false; if( DevfsDeviceNode::devCreate( CONTROL_NODE_NAME, CONTROL_NODE_PERMISSIONS, UID_ROOT, GID_STAFF ) ) return false; mpOutputBuffer = 0; return true; } void VpcmAudioDevice::free() { delete[] mpOutputBuffer; IOAudioDevice::free(); } bool VpcmAudioDevice::initHardware( IOService *provider ) { if (!IOAudioDevice::initHardware(provider)) return false; setDeviceName( DEVICE_GUI_NAME ); setDeviceShortName( DEVICE_SHORT_GUI_NAME ); setManufacturerName( MANUFACTURER_NAME ); setDeviceTransportType( kIOAudioDeviceTransportTypeVirtual ); setDeviceCanBeDefault( kIOAudioDeviceCanBeDefaultInput | kIOAudioDeviceCanBeDefaultOutput ); return true; } int VpcmAudioDevice::devOpen( int flags ) { Synchronization::Lock lock( mMutex ); int result = 0; if( mIOFlags ) result = EACCES; else if( (flags & FNONBLOCK) ) result = ENOTSUP; if( result == 0 ) { mIOFlags = flags; if( !mpOutputBuffer ) { mpOutputBuffer = new char[cCommandBufferSize]; *mpOutputBuffer = 0; } if( !( flags & FWRITE ) && !*mpOutputBuffer ) printInfo( 0, 0 ); } return result; } int VpcmAudioDevice::devClose() { Synchronization::Lock lock( mMutex ); mIOFlags = 0; return 0; } int VpcmAudioDevice::devRead( struct uio* uio ) { Synchronization::Lock lock( mMutex ); int error = 0; int count = min( (int)uio_resid( uio ), (int)::strlen( mpOutputBuffer ) ); if( count > 0 ) error = ::uiomove( mpOutputBuffer, count, uio ); if( !error ) *mpOutputBuffer = 0; return error; } int VpcmAudioDevice::devWrite( struct uio* uio ) { Synchronization::Lock lock( mMutex ); int error = 0; char* buf = 0; int count = min( (int)uio_resid( uio ), cCommandBufferSize - 1 ); if( count > 0 ) buf = new char[count+1]; if( buf ) { buf[count] = 0; error = ::uiomove( buf, count, uio ); if( !error ) { int argc = 0; char** argv = buildArgv( buf, &argc ); error = workLoop->runAction( OSMemberFunctionCast( IOWorkLoop::Action, this, &VpcmAudioDevice::executeCommand ), this, &argc, argv ); delete[] argv; } delete[] buf; } return error; } int VpcmAudioDevice::executeCommand( int* pArgc, char** argv ) { if( *pArgc < 1 ) return 0; int result = ENOTSUP; if( !strcmp( *argv, "info" ) ) result = printInfo( *pArgc, argv ); else if( !strcmp( *argv, "create" ) ) result = createEngine( *pArgc, argv ); else if( !strcmp( *argv, "delete" ) ) result = deleteEngine( *pArgc, argv ); else if( !strcmp( *argv, "name" ) ) result = nameEngine( *pArgc, argv ); else if( !strcmp( *argv, "describe" ) ) result = describeEngine( *pArgc, argv ); return result; } int VpcmAudioDevice::printInfo( int, char** ) { char* buf = mpOutputBuffer; int len = cCommandBufferSize; int pos = 0; pos += snprintf( buf + pos, len - pos, "%s, built %s %s\n", DEVICE_GUI_NAME, __DATE__, __TIME__ ); int count = audioEngines->getCount(); if( count == 0 ) pos += snprintf( buf + pos, len - pos, "No device pairs.\n" ); else pos += snprintf( buf + pos, len - pos, "Number of device pairs: %d\n", count ); int i = 0, hidden = 0; OSObject* pObject = 0; while( ( pObject = audioEngines->getObject( i++ ) ) ) { VpcmAudioEngine* pEngine = OSDynamicCast( VpcmAudioEngine, pObject ); if( pEngine ) { if( pEngine->devAccess( S_IREAD ) == 0 ) pos += printEngineStatus( pEngine, buf + pos, len - pos ); else ++hidden; } } if( hidden > 0 ) pos += ::snprintf( buf + pos, len - pos, "Some device pairs hidden due to insufficient permissions.\n" ); return 0; } int VpcmAudioDevice::createEngine( int argc, char** argv ) { if( argc < 2 ) return EINVAL; VpcmProperties prop = { 0 }; int err = prop.parse( argc, argv ); if( err ) return err; if( findEngine( prop.name ) >= 0 ) return EEXIST; VpcmAudioEngine* pEngine = new VpcmAudioEngine; if( !pEngine ) return ENOMEM; if( !pEngine->init( &prop ) ) return EDEVERR; if( activateAudioEngine( pEngine ) != 0 ) return EDEVERR; pEngine->release(); return 0; } int VpcmAudioDevice::deleteEngine( int argc, char** argv ) { if( argc < 2 ) return EINVAL; int idx = findEngine( argv[1] ); if( idx < 0 ) return ENOENT; VpcmAudioEngine* pEngine = OSDynamicCast( VpcmAudioEngine, audioEngines->getObject( idx ) ); if( !pEngine ) return ENOENT; int err = pEngine->devAccess( S_IWRITE ); if( !err ) { pEngine->stopAudioEngine(); pEngine->terminate( kIOServiceRequired ); pEngine->detach( this ); audioEngines->removeObject( idx ); } return err; } int VpcmAudioDevice::nameEngine( int argc, char** argv ) { if( argc < 2 ) return EINVAL; int idx = findEngine( argv[1] ); if( idx < 0 ) return ENOENT; VpcmAudioEngine* pEngine = OSDynamicCast( VpcmAudioEngine, audioEngines->getObject( idx ) ); if( !pEngine ) return ENOENT; int err = pEngine->devAccess( S_IREAD ); if( err ) return err; int pos = 0; pos += ::snprintf( mpOutputBuffer + pos, cCommandBufferSize - pos, "/dev/%s\n", pEngine->devName() ); return 0; } int VpcmAudioDevice::describeEngine( int argc, char** argv ) { if( argc < 2 ) return EINVAL; int idx = findEngine( argv[1] ); if( idx < 0 ) return ENOENT; VpcmAudioEngine* pEngine = OSDynamicCast( VpcmAudioEngine, audioEngines->getObject( idx ) ); if( !pEngine ) return ENOENT; int err = pEngine->devAccess( S_IREAD ); if( err ) return err; int pos = 0; pos += ::snprintf( mpOutputBuffer + pos, cCommandBufferSize - pos, "%s", pEngine->getProperties()->name ); pos += pEngine->getProperties()->print( mpOutputBuffer + pos, cCommandBufferSize - pos ); pos += ::snprintf( mpOutputBuffer + pos, cCommandBufferSize - pos, "\n" ); return 0; } int VpcmAudioDevice::findEngine( const char* inName ) const { int i = -1; VpcmAudioEngine* pEngine = 0; OSObject* pObject = 0; while( !pEngine && ( pObject = audioEngines->getObject( ++i ) ) ) { pEngine = OSDynamicCast( VpcmAudioEngine, pObject ); if( pEngine && ::strcmp( pEngine->getProperties()->name, inName ) && ::strcmp( pEngine->devName(), inName ) ) pEngine = 0; } return pEngine ? i : -1; } int VpcmAudioDevice::printEngineStatus( VpcmAudioEngine* pEngine, char* buf, int len ) { int pos = 0; OSObject* p = pEngine->outputStreams->getObject( 0 ); if( !p ) p = pEngine->inputStreams->getObject( 0 ); IOAudioStream* pStream = OSDynamicCast( IOAudioStream, p ); if( !pStream ) return 0; const char* dir = "?"; switch( pEngine->getProperties()->mode ) { case VpcmProperties::Playback: dir = "->"; break; case VpcmProperties::Record: dir = "<-"; break; } pos += ::snprintf( buf + pos, len - pos, "\"%s\" %s /dev/%s\n", pEngine->getProperties()->name, dir, pEngine->devName() ); uint32_t numClients = pStream->numClients; const char* state = "closed"; if( pEngine->getIOFlags() & FREAD ) state = "open for reading"; else if( pEngine->getIOFlags() & FWRITE ) state = "open for writing"; pos += ::snprintf( buf + pos, len - pos, " CoreAudio clients: %d\n" " Device node state: %s\n", numClients, state ); pos += ::snprintf( buf + pos, len - pos, " Configuration:" ); pos += pEngine->getProperties()->print( buf + pos, len - pos, "\n\t--" ); pos += ::snprintf( buf + pos, len - pos, "\n" ); return pos; }

9,638

C++

.cpp

369

22.227642

124

0.631402

SimulPiscator/vpcm

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2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,626

Synchronization.cpp

SimulPiscator_vpcm/Source/Synchronization.cpp

#include "Synchronization.h" #include <sys/systm.h> namespace Synchronization { // Mutex lck_grp_attr_t* Mutex::sLockGrpAttr = 0; lck_grp_t* Mutex::sLockGrp = 0; int Mutex::sInstances = 0; Mutex::Mutex() : mMtxAttr( 0 ), mMtx( 0 ), mValid( false ) { if( sInstances++ == 0 ) { sLockGrpAttr = ::lck_grp_attr_alloc_init(); if( sLockGrpAttr ) { ::lck_grp_attr_setstat( sLockGrpAttr ); sLockGrp = ::lck_grp_alloc_init( __FUNCTION__, sLockGrpAttr ); } } mMtxAttr = ::lck_attr_alloc_init(); mMtx = ::lck_mtx_alloc_init( sLockGrp, mMtxAttr ); mValid = true; } Mutex::~Mutex() { mValid = false; ::wakeup( this ); if( mMtx ) ::lck_mtx_free( mMtx, sLockGrp ); if( mMtxAttr ) ::lck_attr_free( mMtxAttr ); if( --sInstances == 0 ) { if( sLockGrp ) ::lck_grp_free( sLockGrp ); if( sLockGrpAttr ) ::lck_grp_attr_free( sLockGrpAttr ); } } int Mutex::Sleep( int timeoutMs ) { if( !mValid ) return EDEVERR; struct timespec t = { 0, 0 }; if( timeoutMs > 0 ) { t.tv_sec = timeoutMs / 1000; t.tv_nsec = ( timeoutMs % 1000 ) * 1000 * 1000 + 1; } ::lck_mtx_lock( mMtx ); return ::msleep( this, mMtx, PCATCH | PDROP, __FUNCTION__, &t ); } void Mutex::Wakeup() { if( mValid ) ::wakeup( this ); } // Lock Lock::Lock() : mpMutex( 0 ) { } Lock::Lock( Mutex& m ) : mpMutex( &m ) { if( m.mValid ) ::lck_mtx_lock( mpMutex->mMtx ); } Lock::Lock( const Lock& other ) : mpMutex( other.mpMutex ) { other.mpMutex = 0; } Lock& Lock::operator=( const Lock& other ) { mpMutex = other.mpMutex; other.mpMutex = 0; return *this; } Lock::~Lock() { if( mpMutex && mpMutex->mValid ) ::lck_mtx_unlock( mpMutex->mMtx ); } } // namespace

1,739

C++

.cpp

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16.461538

68

0.617359

SimulPiscator/vpcm

35

3

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,627

DevfsDeviceNode.cpp

SimulPiscator_vpcm/Source/DevfsDeviceNode.cpp

#include "DevfsDeviceNode.h" #include <sys/systm.h> #include <sys/conf.h> #include <sys/kauth.h> #include <sys/stat.h> #include <miscfs/devfs/devfs.h> extern "C" int seltrue( dev_t, int, void*, struct proc* ); struct cdevsw DevfsDeviceNode::sCdevsw = NO_CDEVICE; int DevfsDeviceNode::sMajor = -1; int DevfsDeviceNode::sInstanceCount = 0; DevfsDeviceNode* DevfsDeviceNode::sInstances[] = { 0 }; void DevfsDeviceNode::classInit() { sCdevsw.d_open = open; sCdevsw.d_close = close; sCdevsw.d_read = read; sCdevsw.d_write = write; sCdevsw.d_ioctl = ioctl; sCdevsw.d_select = select; sCdevsw.d_type = D_TTY; sMajor = ::cdevsw_isfree( -1 ); sMajor = ::cdevsw_add( sMajor, &sCdevsw ); } void DevfsDeviceNode::classFree() { ::cdevsw_remove( sMajor, &sCdevsw ); sMajor = -1; } DevfsDeviceNode::DevfsDeviceNode() : mpName( 0 ), mDev( 0 ), mNode( 0 ) { if( sInstanceCount++ == 0 ) classInit(); } DevfsDeviceNode::~DevfsDeviceNode() { devDestroy(); if( --sInstanceCount == 0 ) classFree(); } int DevfsDeviceNode::devCreate( const char* pNamePattern, int mode, int uid, int gid ) { if( !pNamePattern ) return EINVAL; if( uid < 0 ) mUid = ::kauth_getuid(); else mUid = uid; if( gid < 0 ) gid = ::kauth_getgid(); else mGid = gid; mMode = mode; int minor = 0; while( sInstances[minor] && minor < sMaxInstances ) ++minor; if( minor >= sMaxInstances ) return ENOMEM; mDev = ::makedev( sMajor, minor ); sInstances[minor] = this; size_t size = ::strlen(pNamePattern) + 4; mpName = new char[size]; if( !mpName ) return ENOMEM; int r = ::snprintf( mpName, size, pNamePattern, minor ); if( r < 0 || r >= size ) return EINVAL; mNode = ::devfs_make_node( mDev, DEVFS_CHAR, mUid, mGid, mMode, mpName ); if( !mNode ) return EDEVERR; return 0; } int DevfsDeviceNode::devDestroy() { if( mNode ) ::devfs_remove( mNode ); mNode = 0; int minor = ::minor(mDev); if( mDev != 0 && minor < sMaxInstances && sInstances[minor] == this ) sInstances[minor] = 0; delete[] mpName; mpName = 0; return 0; } int DevfsDeviceNode::devAccess( mode_t reqMode ) const { kauth_cred_t cred = ::kauth_cred_get(); if( ::kauth_cred_issuser( cred ) ) return 0; mode_t mode = (mMode & S_IRWXO) << 6; if( ::groupmember( mGid, cred ) ) mode |= (mMode & S_IRWXG) << 3; if( ::kauth_cred_getuid( cred ) == mUid ) mode |= (mMode & S_IRWXU); if( (reqMode & mode) == reqMode ) return 0; return EACCES; } DevfsDeviceNode* DevfsDeviceNode::getInstance( dev_t dev ) { if( ::major( dev ) != sMajor ) return 0; if( ::minor( dev ) < sMaxInstances ) return sInstances[::minor( dev )]; return 0; } int DevfsDeviceNode::open( dev_t dev, int flags, int, struct proc* ) { DevfsDeviceNode* p = getInstance( dev ); return p ? p->devOpen( flags ) : ENXIO; } int DevfsDeviceNode::close( dev_t dev, int, int, struct proc* ) { DevfsDeviceNode* p = getInstance( dev ); return p ? p->devClose() : ENXIO; } int DevfsDeviceNode::read( dev_t dev, struct uio *uio, int /*ioflag*/ ) { DevfsDeviceNode* p = getInstance( dev ); return p ? p->devRead( uio ) : ENXIO; } int DevfsDeviceNode::write( dev_t dev, struct uio *uio, int /*ioflag*/ ) { DevfsDeviceNode* p = getInstance( dev ); return p ? p->devWrite( uio ) : ENXIO; } int DevfsDeviceNode::ioctl( dev_t dev, u_long cmd, caddr_t pData, int /*flag*/, struct proc* ) { DevfsDeviceNode* p = getInstance( dev ); return p ? p->devIoctl( cmd, pData ) : ENXIO; } int DevfsDeviceNode::select( dev_t dev, int rw, void* wql, struct proc* proc ) { DevfsDeviceNode* p = getInstance( dev ); return p ? p->devSelect( rw, wql, proc ) : ENXIO; } int DevfsDeviceNode::devRead( struct uio* ) { return ENOTSUP; } int DevfsDeviceNode::devWrite( struct uio* ) { return ENOTSUP; } int DevfsDeviceNode::devIoctl( u_long, caddr_t ) { return ENOTTY; } int DevfsDeviceNode::devSelect( int, void*, struct proc* ) { return 1; }

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.cpp

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SimulPiscator/vpcm

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,628

VpcmProperties.h

SimulPiscator_vpcm/Source/VpcmProperties.h

#ifndef VPCM_PROPERTIES_H #define VPCM_PROPERTIES_H #include <IOKit/audio/IOAudioEngine.h> struct VpcmProperties { int parse( int, char** ); int print( char*, int, const char* = 0 ) const; enum { None = 0, Playback = 1, Record = 2, Int16 = 0, Float32 = 1, Zeros = 0, Discard = 1, Noise = 2, }; char* name; int mode, overflow, format, byteWidth; bool raw, eofOnIdle, posixPipe; int bufferFrames, latencyFrames, channels, rate; }; #endif // VPCM_PROPERTIES_H

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false

1,537,629

DevfsDeviceNode.h

SimulPiscator_vpcm/Source/DevfsDeviceNode.h

#ifndef DEVFS_DEVICE_NODE_H #define DEVFS_DEVICE_NODE_H #include <sys/types.h> #ifndef UID_ROOT # define UID_ROOT 0 #endif #ifndef GID_STAFF # define GID_STAFF 20 #endif #define MAX_INSTANCES 32 class DevfsDeviceNode { public: DevfsDeviceNode(); virtual ~DevfsDeviceNode(); // If the name argument contains a single printf format specifier for an int, it // will be replaced with the device's minor number, e.g. // "myname%d" -> "myname5" for a device with minor number 5. int devCreate( const char* name, int mode = 0600, int gid = -1, int uid = -1 ); int devDestroy(); const char* devName() const { return mpName; } int devMajor() const { return ::major( mDev ); } int devMinor() const { return ::minor( mDev ); } int devAccess( mode_t mode ) const; protected: virtual int devOpen( int flags ) = 0; virtual int devClose() = 0; virtual int devRead( struct uio* ); virtual int devWrite( struct uio* ); virtual int devIoctl( u_long cmd, caddr_t data ); virtual int devSelect( int rw, void*, struct proc* ); private: char* mpName; void* mNode; dev_t mDev; uid_t mUid; gid_t mGid; mode_t mMode; private: static void classInit(); static void classFree(); static int open( dev_t, int, int, struct proc* ); static int close( dev_t, int, int, struct proc* ); static int read( dev_t, struct uio*, int ); static int write( dev_t, struct uio*, int ); static int ioctl( dev_t, u_long, caddr_t, int, struct proc* ); static int select( dev_t, int, void*, struct proc* ); static DevfsDeviceNode* getInstance( dev_t ); private: static struct cdevsw sCdevsw; static int sMajor; static int sInstanceCount; static const int sMaxInstances = MAX_INSTANCES; static DevfsDeviceNode* sInstances[sMaxInstances]; }; #endif // DEVFS_DEVICE_NODE_H

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SimulPiscator/vpcm

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1,537,630

FloatEmu.h

SimulPiscator_vpcm/Source/FloatEmu.h

#ifndef FLOAT_EMU_H #define FLOAT_EMU_H namespace FloatEmu { // This function uses integer operations in order to scale unit-range floating-point values // by factors of 2^(k/2) for negative integer k. // This corresponds to 16 steps between -96 and 0 dB, and is sufficient for a simple volume control. void Scale( float*, unsigned int count, signed char k ); // This function uses integer operations for clipping float values to the -1 .. 1 range. void Clip( float*, unsigned int count ); void FloatToInt16Copy( short*, const float*, unsigned int count ); void Int16ToFloatCopy( float*, const short*, unsigned int count ); } // namespace #endif // FLOAT_EMU_H

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SimulPiscator/vpcm

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,631

Synchronization.h

SimulPiscator_vpcm/Source/Synchronization.h

#ifndef SYNCHRONIZATION_H #define SYNCHRONIZATION_H #include <IOKit/IOLib.h> namespace Synchronization { class Mutex; class Lock { public: Lock(); Lock( Mutex& ); Lock( const Lock& ); Lock& operator=( const Lock& ); ~Lock(); private: mutable Mutex* mpMutex; }; class Mutex { public: Mutex(); ~Mutex(); int Sleep( int timeoutMs = -1 ); void Wakeup(); private: int mValid; lck_attr_t* mMtxAttr; lck_mtx_t* mMtx; static lck_grp_attr_t* sLockGrpAttr; static lck_grp_t* sLockGrp; static int sInstances; friend class Lock; }; } // namespace #endif // SYNCHRONIZATION_H

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SimulPiscator/vpcm

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3

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,632

VpcmAudioEngine.h

SimulPiscator_vpcm/Source/VpcmAudioEngine.h

#ifndef VPCM_AUDIO_ENGINE_H #define VPCM_AUDIO_ENGINE_H #include <IOKit/audio/IOAudioEngine.h> #include "DevfsDeviceNode.h" #include "Synchronization.h" #include "VpcmProperties.h" extern "C" struct selinfo { char data[128]; }; // no actual declaration available, size guessed class VpcmAudioEngine : public IOAudioEngine, public DevfsDeviceNode { OSDeclareDefaultStructors( VpcmAudioEngine ) public: const VpcmProperties* getProperties() const { return &mProperties; } int getIOFlags() const; // IOAudioEngine virtual bool init( const VpcmProperties* ); virtual void free(); virtual bool initHardware( IOService* ); virtual bool terminate( IOOptionBits ); virtual IOReturn performAudioEngineStart(); virtual IOReturn performAudioEngineStop(); virtual UInt32 getCurrentSampleFrame(); virtual IOReturn stopAudioEngine(); virtual void stopEngineAtPosition( IOAudioEnginePosition* ); virtual void resetClipPosition( IOAudioStream*, UInt32 ); virtual IOReturn eraseOutputSamples( const void*, void*, UInt32, UInt32, const IOAudioStreamFormat*, IOAudioStream* ); virtual IOReturn clipOutputSamples( const void*, void*, UInt32, UInt32, const IOAudioStreamFormat*, IOAudioStream* ); virtual IOReturn convertInputSamples( const void*, void*, UInt32, UInt32, const IOAudioStreamFormat*, IOAudioStream* ); #if TARGET_OS_OSX && TARGET_CPU_ARM64 virtual bool driverDesiresHiResSampleIntervals( void ); #endif private: void onBufferTimer( IOTimerEventSource* ); IOReturn onControlChanged( IOAudioControl*, SInt32, SInt32 ); int onDevOpen(); int onDevClose(); private: int mGain, mVolume, mMuteInput, mMuteOutput; static const struct ControlDef { IOAudioControl* (*create)( int, int, int ); int usage; int initialValue; int VpcmAudioEngine::* pValue; } sAudioControls[]; union Time { AbsoluteTime a; uint64_t t; int64_t s; }; Time mNextTime, mBufferDuration; IOTimerEventSource* mpTimer; int mWritePosition; // DevfsDeviceNode protected: virtual int devOpen( int ); virtual int devClose(); virtual int devRead( struct uio* ); virtual int devWrite( struct uio* ); virtual int devIoctl( u_long, caddr_t ); virtual int devSelect( int, void*, struct proc* ); private: int devReadWrite( struct uio* ); VpcmProperties mProperties; union DataPtr { void* v; char* c; short* s; float* f; }; struct Buffer { IOBufferMemoryDescriptor* pDesc; DataPtr begin, end; Buffer() : pDesc( 0 ) { begin.c = 0; end.c = 0; } bool init( int ); void free(); int bytes() { return int( end.c - begin.c ); } } mBuffer; DataPtr mDevIOPtr; int mDevIOBytesAvail; struct selinfo mDevIOSel; Synchronization::Mutex mDevIOWait; int mIOState; }; #endif // AUDIO_ENGINE_H

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.h

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SimulPiscator/vpcm

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3

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,633

VpcmAudioDevice.h

SimulPiscator_vpcm/Source/VpcmAudioDevice.h

#ifndef VPCM_AUDIO_DEVICE_H #define VPCM_AUDIO_DEVICE_H #include <IOKit/audio/IOAudioDevice.h> #include "DevfsDeviceNode.h" #include "Synchronization.h" #include "VpcmAudioEngine.h" #define DEVICE_GUI_NAME "vpcm Virtual Audio Device" #define DEVICE_SHORT_GUI_NAME "vpcm" #define MANUFACTURER_NAME "vpcm" #define CONTROL_NODE_NAME "vpcmctl" #define ENGINE_NODE_NAME "vpcm%d" #define CONTROL_NODE_PERMISSIONS 0660 #define VpcmAudioDevice org_vpcm_driver_VpcmAudioDevice class VpcmAudioDevice : public IOAudioDevice, public DevfsDeviceNode { public: OSDeclareDefaultStructors( VpcmAudioDevice ) protected: virtual bool init( OSDictionary* ); virtual void free(); virtual bool initHardware( IOService* ); protected: virtual int devOpen( int ); virtual int devClose(); virtual int devRead( struct uio* ); virtual int devWrite( struct uio* ); private: int executeCommand( int*, char** ); int printInfo( int, char** ); int createEngine( int, char** ); int deleteEngine( int, char** ); int nameEngine( int, char** ); int describeEngine( int, char** ); int findEngine( const char* ) const; static int printEngineStatus( VpcmAudioEngine*, char*, int ); private: int mIOFlags; Synchronization::Mutex mMutex; char* mpOutputBuffer; }; #endif // VPCM_AUDIO_DEVICE_H

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false

1,537,639

single-model-spectrum-channel.cc

sunshaozong111_NS3-with-LEO/src/spectrum/model/single-model-spectrum-channel.cc

/* -*- Mode:C++; c-file-style:"gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2009 CTTC * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Nicola Baldo <nbaldo@cttc.es> */ #include <ns3/object.h> #include <ns3/simulator.h> #include <ns3/log.h> #include <ns3/packet.h> #include <ns3/packet-burst.h> #include <ns3/net-device.h> #include <ns3/node.h> #include <ns3/double.h> #include <ns3/mobility-model.h> #include <ns3/spectrum-phy.h> #include <ns3/spectrum-propagation-loss-model.h> #include <ns3/propagation-loss-model.h> #include <ns3/propagation-delay-model.h> #include <ns3/antenna-model.h> #include <ns3/angles.h> #include "single-model-spectrum-channel.h" namespace ns3 { NS_LOG_COMPONENT_DEFINE ("SingleModelSpectrumChannel"); NS_OBJECT_ENSURE_REGISTERED (SingleModelSpectrumChannel); SingleModelSpectrumChannel::SingleModelSpectrumChannel () { NS_LOG_FUNCTION (this); } void SingleModelSpectrumChannel::DoDispose () { NS_LOG_FUNCTION (this); m_phyList.clear (); m_spectrumModel = 0; SpectrumChannel::DoDispose (); } TypeId SingleModelSpectrumChannel::GetTypeId (void) { NS_LOG_FUNCTION_NOARGS (); static TypeId tid = TypeId ("ns3::SingleModelSpectrumChannel") .SetParent<SpectrumChannel> () .SetGroupName ("Spectrum") .AddConstructor<SingleModelSpectrumChannel> () ; return tid; } void SingleModelSpectrumChannel::AddRx (Ptr<SpectrumPhy> phy) { NS_LOG_FUNCTION (this << phy); m_phyList.push_back (phy); } void SingleModelSpectrumChannel::StartTx (Ptr<SpectrumSignalParameters> txParams) { NS_LOG_FUNCTION (this << txParams->psd << txParams->duration << txParams->txPhy); NS_ASSERT_MSG (txParams->psd, "NULL txPsd"); NS_ASSERT_MSG (txParams->txPhy, "NULL txPhy"); Ptr<SpectrumSignalParameters> txParamsTrace = txParams->Copy (); // copy it since traced value cannot be const (because of potential underlying DynamicCasts) m_txSigParamsTrace (txParamsTrace); // just a sanity check routine. We might want to remove it to save some computational load -- one "if" statement ;-) if (m_spectrumModel == 0) { // first pak, record SpectrumModel m_spectrumModel = txParams->psd->GetSpectrumModel (); } else { // all attached SpectrumPhy instances must use the same SpectrumModel NS_ASSERT (*(txParams->psd->GetSpectrumModel ()) == *m_spectrumModel); } Ptr<MobilityModel> senderMobility = txParams->txPhy->GetMobility (); for (PhyList::const_iterator rxPhyIterator = m_phyList.begin (); rxPhyIterator != m_phyList.end (); ++rxPhyIterator) { if ((*rxPhyIterator) != txParams->txPhy) { Time delay = MicroSeconds (0); Ptr<MobilityModel> receiverMobility = (*rxPhyIterator)->GetMobility (); NS_LOG_LOGIC ("copying signal parameters " << txParams); Ptr<SpectrumSignalParameters> rxParams = txParams->Copy (); if (senderMobility && receiverMobility) { double pathLossDb = 0; if (rxParams->txAntenna != 0) { Angles txAngles (receiverMobility->GetPosition (), senderMobility->GetPosition ()); double txAntennaGain = rxParams->txAntenna->GetGainDb (txAngles); NS_LOG_LOGIC ("txAntennaGain = " << txAntennaGain << " dB"); pathLossDb -= txAntennaGain; } Ptr<AntennaModel> rxAntenna = (*rxPhyIterator)->GetRxAntenna (); if (rxAntenna != 0) { Angles rxAngles (senderMobility->GetPosition (), receiverMobility->GetPosition ()); double rxAntennaGain = rxAntenna->GetGainDb (rxAngles); NS_LOG_LOGIC ("rxAntennaGain = " << rxAntennaGain << " dB"); pathLossDb -= rxAntennaGain; } if (m_propagationLoss) { double propagationGainDb = m_propagationLoss->CalcRxPower (0, senderMobility, receiverMobility); NS_LOG_LOGIC ("propagationGainDb = " << propagationGainDb << " dB"); pathLossDb -= propagationGainDb; } NS_LOG_LOGIC ("total pathLoss = " << pathLossDb << " dB"); m_pathLossTrace (txParams->txPhy, *rxPhyIterator, pathLossDb); if ( pathLossDb > m_maxLossDb) { // beyond range continue; } double pathGainLinear = std::pow (10.0, (-pathLossDb) / 10.0); *(rxParams->psd) *= pathGainLinear; if (m_spectrumPropagationLoss) { rxParams->psd = m_spectrumPropagationLoss->CalcRxPowerSpectralDensity (rxParams->psd, senderMobility, receiverMobility); } if (m_propagationDelay) { delay = m_propagationDelay->GetDelay (senderMobility, receiverMobility); } } Ptr<NetDevice> netDev = (*rxPhyIterator)->GetDevice (); if (netDev) { // the receiver has a NetDevice, so we expect that it is attached to a Node uint32_t dstNode = netDev->GetNode ()->GetId (); Simulator::ScheduleWithContext (dstNode, delay, &SingleModelSpectrumChannel::StartRx, this, rxParams, *rxPhyIterator); } else { // the receiver is not attached to a NetDevice, so we cannot assume that it is attached to a node Simulator::Schedule (delay, &SingleModelSpectrumChannel::StartRx, this, rxParams, *rxPhyIterator); } } } } void SingleModelSpectrumChannel::StartRx (Ptr<SpectrumSignalParameters> params, Ptr<SpectrumPhy> receiver) { NS_LOG_FUNCTION (this << params); receiver->StartRx (params); } std::size_t SingleModelSpectrumChannel::GetNDevices (void) const { NS_LOG_FUNCTION (this); return m_phyList.size (); } Ptr<NetDevice> SingleModelSpectrumChannel::GetDevice (std::size_t i) const { NS_LOG_FUNCTION (this << i); return m_phyList.at (i)->GetDevice ()->GetObject<NetDevice> (); } } // namespace ns3

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sunshaozong111/NS3-with-LEO

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1,537,659

geo_x2.cc

sunshaozong111_NS3-with-LEO/scratch/geo_x2.cc

/* -*- Mode: C++; c-file-style: "gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2013 Centre Tecnologic de Telecomunicacions de Catalunya (CTTC) * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Manuel Requena <manuel.requena@cttc.es> */ #include "ns3/core-module.h" #include "ns3/network-module.h" #include "ns3/internet-module.h" #include "ns3/mobility-module.h" #include "ns3/lte-module.h" #include "ns3/applications-module.h" #include "ns3/point-to-point-module.h" #include "ns3/config-store-module.h" #include "ns3/satellite-module.h" using namespace ns3; NS_LOG_COMPONENT_DEFINE ("LenaX2HandoverMeasures"); void NotifyConnectionEstablishedUe (std::string context, uint64_t imsi, uint16_t cellid, uint16_t rnti) { std::cout << context << " UE IMSI " << imsi << ": connected to CellId " << cellid << " with RNTI " << rnti << std::endl; } void NotifyHandoverStartUe (std::string context, uint64_t imsi, uint16_t cellid, uint16_t rnti, uint16_t targetCellId) { std::cout << context << " UE IMSI " << imsi << ": previously connected to CellId " << cellid << " with RNTI " << rnti << ", doing handover to CellId " << targetCellId << std::endl; } void NotifyHandoverEndOkUe (std::string context, uint64_t imsi, uint16_t cellid, uint16_t rnti) { std::cout << context << " UE IMSI " << imsi << ": successful handover to CellId " << cellid << " with RNTI " << rnti << std::endl; } void NotifyConnectionEstablishedEnb (std::string context, uint64_t imsi, uint16_t cellid, uint16_t rnti) { std::cout << context << " eNB CellId " << cellid << ": successful connection of UE with IMSI " << imsi << " RNTI " << rnti << std::endl; } void NotifyHandoverStartEnb (std::string context, uint64_t imsi, uint16_t cellid, uint16_t rnti, uint16_t targetCellId) { std::cout << context << " eNB CellId " << cellid << ": start handover of UE with IMSI " << imsi << " RNTI " << rnti << " to CellId " << targetCellId << std::endl; } void NotifyHandoverEndOkEnb (std::string context, uint64_t imsi, uint16_t cellid, uint16_t rnti) { std::cout << context << " eNB CellId " << cellid << ": completed handover of UE with IMSI " << imsi << " RNTI " << rnti << std::endl; } /** * Sample simulation script for an automatic X2-based handover based on the RSRQ measures. * It instantiates two eNodeB, attaches one UE to the 'source' eNB. * The UE moves between both eNBs, it reports measures to the serving eNB and * the 'source' (serving) eNB triggers the handover of the UE towards * the 'target' eNB when it considers it is a better eNB. */ int main (int argc, char *argv[]) { // LogLevel logLevel = (LogLevel)(LOG_PREFIX_ALL | LOG_LEVEL_ALL); // LogComponentEnable ("LteHelper", logLevel); // LogComponentEnable ("EpcHelper", logLevel); // LogComponentEnable ("EpcEnbApplication", logLevel); // LogComponentEnable ("EpcX2", logLevel); // LogComponentEnable ("EpcSgwPgwApplication", logLevel); // LogComponentEnable ("LteEnbRrc", logLevel); // LogComponentEnable ("LteEnbNetDevice", logLevel); // LogComponentEnable ("LteUeRrc", logLevel); // LogComponentEnable ("LteUeNetDevice", logLevel); // LogComponentEnable ("A2A4RsrqHandoverAlgorithm", logLevel); // LogComponentEnable ("A3RsrpHandoverAlgorithm", logLevel); uint16_t numberOfUes = 1; uint16_t numberOfEnbs = 2; uint16_t numBearersPerUe = 1; double distance = 500.0; // m //double yForUe = 500.0; // m double speed = 200; // m/s double simTime = (double)(numberOfEnbs + 1) * distance / speed; // 1500 m / 20 m/s = 75 secs double enbTxPowerDbm = 46.0; // change some default attributes so that they are reasonable for // this scenario, but do this before processing command line // arguments, so that the user is allowed to override these settings Config::SetDefault ("ns3::UdpClient::Interval", TimeValue (MilliSeconds (10))); Config::SetDefault ("ns3::UdpClient::MaxPackets", UintegerValue (1000000)); Config::SetDefault ("ns3::LteHelper::UseIdealRrc", BooleanValue (true)); // Command line arguments CommandLine cmd; cmd.AddValue ("simTime", "Total duration of the simulation (in seconds)", simTime); cmd.AddValue ("speed", "Speed of the UE (default = 20 m/s)", speed); cmd.AddValue ("enbTxPowerDbm", "TX power [dBm] used by HeNBs (default = 46.0)", enbTxPowerDbm); cmd.Parse (argc, argv); Ptr<LteHelper> lteHelper = CreateObject<LteHelper> (); Ptr<PointToPointEpcHelper> epcHelper = CreateObject<PointToPointEpcHelper> (); lteHelper->SetEpcHelper (epcHelper); lteHelper->SetSchedulerType ("ns3::RrFfMacScheduler"); lteHelper->SetHandoverAlgorithmType ("ns3::A2A4RsrqHandoverAlgorithm"); lteHelper->SetHandoverAlgorithmAttribute ("ServingCellThreshold", UintegerValue (30)); lteHelper->SetHandoverAlgorithmAttribute ("NeighbourCellOffset", UintegerValue (1)); // lteHelper->SetHandoverAlgorithmType ("ns3::A3RsrpHandoverAlgorithm"); // lteHelper->SetHandoverAlgorithmAttribute ("Hysteresis", // DoubleValue (3.0)); // lteHelper->SetHandoverAlgorithmAttribute ("TimeToTrigger", // TimeValue (MilliSeconds (256))); Ptr<Node> pgw = epcHelper->GetPgwNode (); // Create a single RemoteHost NodeContainer remoteHostContainer; remoteHostContainer.Create (1); Ptr<Node> remoteHost = remoteHostContainer.Get (0); InternetStackHelper internet; internet.Install (remoteHostContainer); // Create the Internet PointToPointHelper p2ph; p2ph.SetDeviceAttribute ("DataRate", DataRateValue (DataRate ("100Gb/s"))); p2ph.SetDeviceAttribute ("Mtu", UintegerValue (1500)); p2ph.SetChannelAttribute ("Delay", TimeValue (Seconds (0.010))); NetDeviceContainer internetDevices = p2ph.Install (pgw, remoteHost); Ipv4AddressHelper ipv4h; ipv4h.SetBase ("1.0.0.0", "255.0.0.0"); Ipv4InterfaceContainer internetIpIfaces = ipv4h.Assign (internetDevices); Ipv4Address remoteHostAddr = internetIpIfaces.GetAddress (1); // Routing of the Internet Host (towards the LTE network) Ipv4StaticRoutingHelper ipv4RoutingHelper; Ptr<Ipv4StaticRouting> remoteHostStaticRouting = ipv4RoutingHelper.GetStaticRouting (remoteHost->GetObject<Ipv4> ()); // interface 0 is localhost, 1 is the p2p device remoteHostStaticRouting->AddNetworkRouteTo (Ipv4Address ("7.0.0.0"), Ipv4Mask ("255.0.0.0"), 1); /* * Network topology: * * | + ---------------------------------------------------------> * | UE * | * | d d d * y | |-------------------x-------------------x------------------- * | | eNodeB eNodeB * | d | * | | * | | d = distance * o (0, 0, 0) y = yForUe */ //GEO SatHelper::PreDefinedScenario_t satScenario = SatHelper::SIMPLE; std::string scenario = "Simple"; // Create simulation helper //example-tutorial simple-GEO auto simulationHelper = CreateObject<SimulationHelper> ("example-tutorial"); // Enable creation traces Config::SetDefault ("ns3::SatHelper::ScenarioCreationTraceEnabled", BooleanValue (true)); // Enable packet traces (to file PacketTrace.log). Config::SetDefault ("ns3::SatHelper::PacketTraceEnabled", BooleanValue (true)); /***************************************************************************** 'To Select super frame configuration, Option 2' -- Start -- */ /// Set simulation output details Config::SetDefault ("ns3::SatEnvVariables::SimulationTag", StringValue (scenario)); Config::SetDefault ("ns3::SatEnvVariables::EnableSimulationOutputOverwrite", BooleanValue (true)); simulationHelper->SetOutputTag (scenario); simulationHelper->SetSimulationTime (Seconds (simTime)); Ptr<SatHelper> helper = simulationHelper->CreateSatScenario (satScenario); Singleton<SatEnvVariables>::Get ()->DoInitialize (); Singleton<SatEnvVariables>::Get ()->SetOutputVariables ("sat-mobility", "GEO", true); //double frequency = 17.9 * std::pow (10.0, 9); // reference frequency // now do same with Cartesian coordinates used by SatMobilityModel SetPosition // and SatPositionAllocator GetNext // Config::SetDefault ("ns3::SatMobilityModel::AsGeoCoordinates", BooleanValue (false)); // Config::SetDefault ("ns3::SatPositionAllocator::AsGeoCoordinates", BooleanValue (false)); Config::SetDefault ("ns3::SatMobilityModel::AsGeoCoordinates", BooleanValue (false)); Config::SetDefault ("ns3::SatPositionAllocator::AsGeoCoordinates", BooleanValue (false)); NodeContainer ueNodes; NodeContainer enbNodes; enbNodes.Create (numberOfEnbs); ueNodes.Create (numberOfUes); //GEO double latitude = 10.0; double longitude = 10.0; Ptr<SatListPositionAllocator> enbPositionAlloc = CreateObject<SatListPositionAllocator> (); for (uint16_t i = 0; i < numberOfEnbs; i++) { //地面LTE // Vector enbPosition (distance * (i + 1), distance, 0); // enbPositionAlloc->Add (enbPosition); //GEO enbPositionAlloc->Add (GeoCoordinate (latitude, longitude+ i *2, 0)); } // Config::Connect ("/NodeList/*/$ns3::SatMobilityModel/SatCourseChange", // MakeCallback (&SatCourseChange)); MobilityHelper enbMobility; enbMobility.SetMobilityModel ("ns3::SatConstantPositionMobilityModel"); enbMobility.SetPositionAllocator (enbPositionAlloc); enbMobility.Install (enbNodes); for ( uint32_t i = 0; i < enbNodes.GetN (); i++ ) { Ptr<SatMobilityModel> model = enbNodes.Get (i)->GetObject<SatMobilityModel> (); GeoCoordinate pos = model->GetGeoPosition (); // check that position is in limit std::cout <<" pos.GetLatitude () "<< pos.GetLatitude ()<<std::endl; std::cout <<" pos.GetLongitude() "<< pos.GetLongitude ()<<std::endl; std::cout <<" pos.GetAltitude () "<< pos.GetAltitude ()<<std::endl; } // // Install Mobility Model in eNB // Ptr<ListPositionAllocator> enbPositionAlloc = CreateObject<ListPositionAllocator> (); // for (uint16_t i = 0; i < numberOfEnbs; i++) // { // Vector enbPosition (distance * (i + 1), distance, 0); // enbPositionAlloc->Add (enbPosition); // } // Install Mobility Model in UE MobilityHelper ueMobility; ueMobility.SetMobilityModel ("ns3::ConstantVelocityMobilityModel"); Ptr<SatListPositionAllocator> uePositionAlloc = CreateObject<SatListPositionAllocator> (); uePositionAlloc->Add (GeoCoordinate (latitude, longitude, 0)); ueMobility.SetPositionAllocator (uePositionAlloc); ueMobility.Install (ueNodes); //ueNodes.Get (0)->GetObject<MobilityModel> ()->SetPosition (Vector (0, yForUe, 0)); ueNodes.Get (0)->GetObject<ConstantVelocityMobilityModel> ()->SetVelocity (Vector (speed, 0, 0)); //create satellite netDevice // Ptr<SatSimpleNetDevice> dev0 = CreateObject<SatSimpleNetDevice> (); // Ptr<SatSimpleNetDevice> dev1 = CreateObject<SatSimpleNetDevice> (); // dev0->SetAddress (Mac16Address ("00:01")); // dev1->SetAddress (Mac16Address ("00:02")); // //satellite channel // Ptr<SatChannel> channel = CreateObject<SatChannel> (); // Ptr<PropagationDelayModel> Delay; // // Signal propagates at the speed of light // Delay = CreateObject<ConstantSpeedPropagationDelayModel> (); // DynamicCast<ConstantSpeedPropagationDelayModel> (Delay)->SetSpeed (SatConstVariables::SPEED_OF_LIGHT); // channel->SetPropagationDelayModel (Delay); // Ptr<SatFreeSpaceLoss> Fsl = CreateObject<SatFreeSpaceLoss> (); // channel->SetFreeSpaceLoss (Fsl); // //channel attach netDevice // dev0->SetChannel (channel); // dev1->SetChannel (channel); //netDevice add to a node //n0->AddDevice (dev0); //n1->AddDevice (dev1); // Install LTE Devices in eNB and UEs Config::SetDefault ("ns3::LteEnbPhy::TxPower", DoubleValue (enbTxPowerDbm)); NetDeviceContainer enbLteDevs = lteHelper->InstallEnbDevice (enbNodes); NetDeviceContainer ueLteDevs = lteHelper->InstallUeDevice (ueNodes); // Install the IP stack on the UEs internet.Install (ueNodes); Ipv4InterfaceContainer ueIpIfaces; ueIpIfaces = epcHelper->AssignUeIpv4Address (NetDeviceContainer (ueLteDevs)); // Attach all UEs to the first eNodeB for (uint16_t i = 0; i < numberOfUes; i++) { lteHelper->Attach (ueLteDevs.Get (i), enbLteDevs.Get (0)); } NS_LOG_LOGIC ("setting up applications"); // Install and start applications on UEs and remote host uint16_t dlPort = 10000; uint16_t ulPort = 20000; // randomize a bit start times to avoid simulation artifacts // (e.g., buffer overflows due to packet transmissions happening // exactly at the same time) Ptr<UniformRandomVariable> startTimeSeconds = CreateObject<UniformRandomVariable> (); startTimeSeconds->SetAttribute ("Min", DoubleValue (0)); startTimeSeconds->SetAttribute ("Max", DoubleValue (0.010)); for (uint32_t u = 0; u < numberOfUes; ++u) { Ptr<Node> ue = ueNodes.Get (u); // Set the default gateway for the UE Ptr<Ipv4StaticRouting> ueStaticRouting = ipv4RoutingHelper.GetStaticRouting (ue->GetObject<Ipv4> ()); ueStaticRouting->SetDefaultRoute (epcHelper->GetUeDefaultGatewayAddress (), 1); std::cout <<"445"<<std::endl; for (uint32_t b = 0; b < numBearersPerUe; ++b) { ++dlPort; ++ulPort; ApplicationContainer clientApps; ApplicationContainer serverApps; NS_LOG_LOGIC ("installing UDP DL app for UE " << u); UdpClientHelper dlClientHelper (ueIpIfaces.GetAddress (u), dlPort); clientApps.Add (dlClientHelper.Install (remoteHost)); PacketSinkHelper dlPacketSinkHelper ("ns3::UdpSocketFactory", InetSocketAddress (Ipv4Address::GetAny (), dlPort)); serverApps.Add (dlPacketSinkHelper.Install (ue)); NS_LOG_LOGIC ("installing UDP UL app for UE " << u); UdpClientHelper ulClientHelper (remoteHostAddr, ulPort); clientApps.Add (ulClientHelper.Install (ue)); PacketSinkHelper ulPacketSinkHelper ("ns3::UdpSocketFactory", InetSocketAddress (Ipv4Address::GetAny (), ulPort)); serverApps.Add (ulPacketSinkHelper.Install (remoteHost)); Ptr<EpcTft> tft = Create<EpcTft> (); EpcTft::PacketFilter dlpf; dlpf.localPortStart = dlPort; dlpf.localPortEnd = dlPort; tft->Add (dlpf); EpcTft::PacketFilter ulpf; ulpf.remotePortStart = ulPort; ulpf.remotePortEnd = ulPort; tft->Add (ulpf); EpsBearer bearer (EpsBearer::NGBR_VIDEO_TCP_DEFAULT); lteHelper->ActivateDedicatedEpsBearer (ueLteDevs.Get (u), bearer, tft); Time startTime = Seconds (startTimeSeconds->GetValue ()); serverApps.Start (startTime); clientApps.Start (startTime); } // end for b } // Add X2 interface lteHelper->AddX2Interface (enbNodes); // X2-based Handover lteHelper->HandoverRequest (Seconds (0.100), ueLteDevs.Get (0), enbLteDevs.Get (0), enbLteDevs.Get (1)); // Uncomment to enable PCAP tracing p2ph.EnablePcapAll("geo-x2-handover-measures"); lteHelper->EnablePhyTraces (); lteHelper->EnableMacTraces (); lteHelper->EnableRlcTraces (); lteHelper->EnablePdcpTraces (); Ptr<RadioBearerStatsCalculator> rlcStats = lteHelper->GetRlcStats (); rlcStats->SetAttribute ("EpochDuration", TimeValue (Seconds (1.0))); Ptr<RadioBearerStatsCalculator> pdcpStats = lteHelper->GetPdcpStats (); pdcpStats->SetAttribute ("EpochDuration", TimeValue (Seconds (1.0))); std::cout <<"666"<<std::endl; // connect custom trace sinks for RRC connection establishment and handover notification Config::Connect ("/NodeList/*/DeviceList/*/LteEnbRrc/ConnectionEstablished", MakeCallback (&NotifyConnectionEstablishedEnb)); Config::Connect ("/NodeList/*/DeviceList/*/LteUeRrc/ConnectionEstablished", MakeCallback (&NotifyConnectionEstablishedUe)); Config::Connect ("/NodeList/*/DeviceList/*/LteEnbRrc/HandoverStart", MakeCallback (&NotifyHandoverStartEnb)); Config::Connect ("/NodeList/*/DeviceList/*/LteUeRrc/HandoverStart", MakeCallback (&NotifyHandoverStartUe)); Config::Connect ("/NodeList/*/DeviceList/*/LteEnbRrc/HandoverEndOk", MakeCallback (&NotifyHandoverEndOkEnb)); Config::Connect ("/NodeList/*/DeviceList/*/LteUeRrc/HandoverEndOk", MakeCallback (&NotifyHandoverEndOkUe)); Simulator::Stop (Seconds (simTime)); Simulator::Run (); // GtkConfigStore config; // config.ConfigureAttributes (); Simulator::Destroy (); return 0; }

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,660

sat-list-position-ext-fading-example.cc

sunshaozong111_NS3-with-LEO/scratch/sat-list-position-ext-fading-example.cc

/* -*- Mode: C++; c-file-style: "gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2014 Magister Solutions * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Sami Rantanen <sami.rantanen@magister.fi> * */ #include "ns3/core-module.h" #include "ns3/network-module.h" #include "ns3/internet-module.h" #include "ns3/satellite-module.h" #include "ns3/applications-module.h" #include "ns3/config-store-module.h" #include "ns3/traffic-module.h" using namespace ns3; /** * \file sat-list-position-ext-fading-example.cc * \ingroup satellite * * \brief List position external fading example demonstrates how to set user defined (list) * positions with external fading. The example is useful when new list positions and * external fading trace sources are taken into use. * * The default values for list position (UT positions) and external fading trace are * set before command line parsing, in order to replace them without re-compiling the example. * * Some parameter can be set as command line arguments. * To see help for user arguments: * execute command -> ./waf --run "sat-ext-fading-example --PrintHelp" * * Example sends packets from GW connected user to every UT users and * from every UT users to GW connected user. * * Information of the created UTs and link budget info for every received packet * are printed as log info. * */ NS_LOG_COMPONENT_DEFINE ("sat-list-position-ext-fading-example"); // callback called when packet is received by phy RX carrier static void LinkBudgetTraceCb ( std::string context, Ptr<SatSignalParameters> params, Mac48Address ownAdd, Mac48Address destAdd, double ifPower, double cSinr) { // print only unicast message to prevent printing control messages like TBTP messages if ( !destAdd.IsBroadcast () ) { NS_LOG_INFO ( Simulator::Now () << " " << params->m_channelType << " " << ownAdd << " " << destAdd << " " << params->m_beamId << " " << SatUtils::LinearToDb (params->m_sinr) << " " << SatUtils::LinearToDb (cSinr) ); } } int main (int argc, char *argv[]) { uint32_t utCount = 4; uint32_t usersPerUt = 1; uint32_t beamId = 1; bool checkBeam = false; std::string extUtPositions = "utpositions/BeamId-1_256_UT_Positions.txt"; Config::SetDefault ("ns3::SatHelper::ScenarioCreationTraceEnabled", BooleanValue (true)); /// Set simulation output details auto simulationHelper = CreateObject<SimulationHelper> ("example-list-position-external-fading"); Config::SetDefault ("ns3::SatEnvVariables::EnableSimulationOutputOverwrite", BooleanValue (true)); // read command line parameters can be given by user CommandLine cmd; cmd.AddValue ("beamId", "The beam ID to be used.", beamId); cmd.AddValue ("checkBeam", "Check that given beam is the best according in the configured positions.", checkBeam); cmd.AddValue ("utCount", "Number of the UTs.", utCount); cmd.AddValue ("usersPerUt", "Users per UT.", usersPerUt); cmd.AddValue ("externalUtPositionFile", "UT position input file (in data/)", extUtPositions); simulationHelper->AddDefaultUiArguments (cmd); cmd.Parse (argc, argv); // Set default values for some attributes for position setting and external fading trace // This done before command line parsing in order to override them if needed simulationHelper->SetUserCountPerUt (usersPerUt); simulationHelper->SetUtCountPerBeam (utCount); simulationHelper->SetBeamSet ({beamId}); simulationHelper->SetSimulationTime (Seconds (1.1)); // Enable default fading traces simulationHelper->EnableExternalFadingInputTrace (); // Enable UT positions from input file simulationHelper->EnableUtListPositionsFromInputFile (extUtPositions, checkBeam); // enable info logs LogComponentEnable ("sat-list-position-ext-fading-example", LOG_LEVEL_INFO); // Creating the reference system. Note, currently the satellite module supports // only one reference system, which is named as "Scenario72". The string is utilized // in mapping the scenario to the needed reference system configuration files. Arbitrary // scenario name results in fatal error. Ptr<SatHelper> helper = simulationHelper->CreateSatScenario (); // set callback traces where we want results out Config::Connect ("/NodeList/*/DeviceList/*/SatPhy/PhyRx/RxCarrierList/*/LinkBudgetTrace", MakeCallback (&LinkBudgetTraceCb)); Config::Connect ("/NodeList/*/DeviceList/*/UserPhy/*/PhyRx/RxCarrierList/*/LinkBudgetTrace", MakeCallback (&LinkBudgetTraceCb)); Config::Connect ("/NodeList/*/DeviceList/*/FeederPhy/*/PhyRx/RxCarrierList/*/LinkBudgetTrace", MakeCallback (&LinkBudgetTraceCb)); // Install CBR traffic model Config::SetDefault ("ns3::CbrApplication::Interval", StringValue ("0.1s")); Config::SetDefault ("ns3::CbrApplication::PacketSize", UintegerValue (512)); simulationHelper->InstallTrafficModel ( SimulationHelper::CBR, SimulationHelper::UDP, SimulationHelper::FWD_LINK, Seconds (0.1), Seconds (0.25)); simulationHelper->InstallTrafficModel ( SimulationHelper::CBR, SimulationHelper::UDP, SimulationHelper::RTN_LINK, Seconds (0.1), Seconds (0.25)); NS_LOG_INFO ("--- List Position External Fading Example ---"); NS_LOG_INFO ("UT info (Beam ID, UT ID, Latitude, Longitude, Altitude + addresses"); // print UT info NS_LOG_INFO (helper->GetBeamHelper ()->GetUtInfo ()); NS_LOG_INFO ("Link results (Time, Channel type, Own address, Dest. address, Beam ID, SINR, Composite SINR) :"); // results are printed out in callback (PacketTraceCb) simulationHelper->RunSimulation (); return 0; }

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sunshaozong111/NS3-with-LEO

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GPL-2.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,661

sat-environmental-variables-example.cc

sunshaozong111_NS3-with-LEO/scratch/sat-environmental-variables-example.cc

/* -*- Mode: C++; c-file-style: "gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2014 Magister Solutions * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Frans Laakso <frans.laakso@magister.fi> * */ #include "ns3/core-module.h" #include "ns3/satellite-module.h" using namespace ns3; /** * \file sat-environmental-variables-example.cc * \ingroup satellite * * \brief Example for environmental variables class. * Demonstrates various functions for locating directories * used by the satellite module. * */ NS_LOG_COMPONENT_DEFINE ("sat-environmental-variables-example"); int main (int argc, char *argv[]) { LogComponentEnable ("sat-environmental-variables-example", LOG_LEVEL_INFO); LogComponentEnable ("SatEnvVariables", LOG_LEVEL_INFO); /// Set simulation output details auto simulationHelper = CreateObject<SimulationHelper> ("exampleCampaign"); simulationHelper->SetOutputTag ("exampleTag"); Config::SetDefault ("ns3::SatEnvVariables::EnableSimulationOutputOverwrite", BooleanValue (true)); CommandLine cmd; simulationHelper->AddDefaultUiArguments (cmd); cmd.Parse (argc, argv); /// Create default environmental variables Ptr<SatEnvVariables> envVariables = CreateObject<SatEnvVariables> (); /// Run simulation Simulator::Schedule (MilliSeconds (0), &SatEnvVariables::GetCurrentWorkingDirectory, envVariables); Simulator::Schedule (MilliSeconds (1), &SatEnvVariables::GetPathToExecutable, envVariables); Simulator::Schedule (MilliSeconds (2), &SatEnvVariables::GetDataPath, envVariables); Simulator::Schedule (MilliSeconds (3), &SatEnvVariables::GetOutputPath, envVariables); Simulator::Schedule (MilliSeconds (4), &SatEnvVariables::LocateDataDirectory, envVariables); Simulator::Schedule (MilliSeconds (5), &SatEnvVariables::LocateDirectory, envVariables, "contrib/satellite/data"); Simulator::Schedule (MilliSeconds (6), &SatEnvVariables::IsValidDirectory, envVariables, "contrib/satellite/data/notfound"); Simulator::Schedule (MilliSeconds (7), &SatEnvVariables::GetCurrentDateAndTime, envVariables); simulationHelper->SetSimulationTime (Seconds (1)); simulationHelper->RunSimulation (); return 0; }

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sunshaozong111/NS3-with-LEO

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,662

sat-training-example.cc

sunshaozong111_NS3-with-LEO/scratch/sat-training-example.cc

/* -*- Mode:C++; c-file-style:"gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2014 Magister Solutions * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Sami Rantanen <sami.rantanen@magister.fi> * */ #include "ns3/applications-module.h" #include "ns3/core-module.h" #include "ns3/network-module.h" #include "ns3/internet-module.h" #include "ns3/satellite-module.h" #include "ns3/traffic-module.h" #include "ns3/config-store-module.h" using namespace ns3; /** * \file sat-training-example.cc * \ingroup satellite * * \brief Simulation script to be utilized in SNS3 training. The script illustrates * the simulation script process starting from command line arguments to running the * actual simulation. * * int main (int argc, char *argv[]) * { * // Set default attribute values * // Parse command-line arguments * // Configure the topology; nodes, channels, devices, mobility * // Add (Internet) stack to nodes * // Configure IP addressing and routing * // Add and configure applications * // Configure tracing * // Run simulation * } * * execute command -> ./waf --run "sat-training-example --PrintHelp" */ NS_LOG_COMPONENT_DEFINE ("sat-training-example"); int main (int argc, char *argv[]) { // Enabling logging in this program LogComponentEnable ("sat-training-example", LOG_LEVEL_INFO); NS_LOG_INFO ("--- sat-training-example ---"); /** * -------------------------------------- * Initialize simulation script variables * -------------------------------------- */ uint32_t endUsersPerUt (1); uint32_t utsPerBeam (1); double simDuration (10.0); // in seconds // All the co-channel beams enabled for user link // frequency color 1 std::set<uint32_t> coChannelBeams = {1, 3, 5, 7, 9, 22, 24, 26, 28, 30, 44, 46, 48, 50, 59, 61}; /** * Create simulation helper */ std::string simulationName = "example-training"; auto simulationHelper = CreateObject<SimulationHelper> (simulationName); // Find the input xml file in case example is run from other than ns-3 root directory Singleton<SatEnvVariables> satEnvVariables; std::string pathToFile = satEnvVariables.Get ()->LocateFile ("contrib/satellite/examples/training-input-attributes.xml"); /** * ---------------------------------------------------------------- * Read the command line arguments. Note, that this allows the user * to change also the ns3 attributes from command line. * ---------------------------------------------------------------- */ CommandLine cmd; cmd.AddValue ("utsPerBeam", "Number of UTs per spot-beam", utsPerBeam); cmd.AddValue ("simDurationInSeconds", "Simulation duration in seconds", simDuration); simulationHelper->AddDefaultUiArguments (cmd, pathToFile); cmd.Parse (argc, argv); /** * --------------------------------------------------- * Read the default attributes from XML attribute file * --------------------------------------------------- */ NS_LOG_INFO ("Reading the XML input: training-input-attributes.xml"); Config::SetDefault ("ns3::ConfigStore::Filename", StringValue (pathToFile)); Config::SetDefault ("ns3::ConfigStore::Mode", StringValue ("Load")); Config::SetDefault ("ns3::ConfigStore::FileFormat", StringValue ("Xml")); ConfigStore inputConfig; inputConfig.ConfigureDefaults (); /** * ----------------------------------------------- * Overwrite some attribute values for this script * ----------------------------------------------- */ // Enable RBDC for BE Config::SetDefault ("ns3::SatLowerLayerServiceConf::DaService3_ConstantAssignmentProvided", BooleanValue (false)); Config::SetDefault ("ns3::SatLowerLayerServiceConf::DaService3_RbdcAllowed", BooleanValue (true)); Config::SetDefault ("ns3::SatLowerLayerServiceConf::DaService3_MinimumServiceRate", UintegerValue (40)); Config::SetDefault ("ns3::SatLowerLayerServiceConf::DaService3_VolumeAllowed", BooleanValue (false)); Config::SetDefault ("ns3::SatBeamScheduler::ControlSlotsEnabled", BooleanValue (true)); Config::SetDefault ("ns3::SatBeamScheduler::ControlSlotInterval", TimeValue (Seconds (1))); // Tune the superframe configuration Config::SetDefault ("ns3::SatSuperframeConf0::FrameCount", UintegerValue (3)); Config::SetDefault ("ns3::SatSuperframeConf0::Frame0_AllocatedBandwidthHz", DoubleValue (5e+06)); Config::SetDefault ("ns3::SatSuperframeConf0::Frame1_AllocatedBandwidthHz", DoubleValue (10e+06)); Config::SetDefault ("ns3::SatSuperframeConf0::Frame2_AllocatedBandwidthHz", DoubleValue (10e+06)); // Enable traces Config::SetDefault ("ns3::SatChannel::EnableRxPowerOutputTrace", BooleanValue (true)); Config::SetDefault ("ns3::SatChannel::EnableFadingOutputTrace", BooleanValue (true)); Config::SetDefault ("ns3::SatPhyRxCarrier::EnableCompositeSinrOutputTrace", BooleanValue (true)); Config::SetDefault ("ns3::SatPhyRxCarrierConf::EnableIntfOutputTrace", BooleanValue (true)); Singleton<SatFadingOutputTraceContainer>::Get ()->EnableFigureOutput (false); Singleton<SatInterferenceOutputTraceContainer>::Get ()->EnableFigureOutput (false); Singleton<SatRxPowerOutputTraceContainer>::Get ()->EnableFigureOutput (false); Singleton<SatCompositeSinrOutputTraceContainer>::Get ()->EnableFigureOutput (false); // Enable creation traces Config::SetDefault ("ns3::SatHelper::ScenarioCreationTraceEnabled", BooleanValue (true)); // Enable packet traces Config::SetDefault ("ns3::SatHelper::PacketTraceEnabled", BooleanValue (true)); /** * -------------------------------------------------------------------- * Create satellite system by the usage of satellite helper structures: * - simulationHelper->CreateSatScenario (SatHelper::SIMPLE) * -------------------------------------------------------------------- */ NS_LOG_INFO ("Creating the satellite scenario"); // Each beam will have 'utsPerBeam' user terminals and 'endUsersPerUt' // end users per UT. Note, that this allows also different configurations // per spot-beam. simulationHelper->SetUserCountPerUt (endUsersPerUt); simulationHelper->SetUtCountPerBeam (utsPerBeam); simulationHelper->SetBeamSet (coChannelBeams); simulationHelper->SetSimulationTime (simDuration); simulationHelper->CreateSatScenario (); /** * -------------------------------------------------------- * Configure end user applications. * In the training example, the users are configured on-off * application in return link. In addition, e.g. HTTP, NRTV * and CBR traffic models are supported. */ NS_LOG_INFO ("Configuring the on-off application!"); uint32_t packetSize (1280); // in bytes DataRate dataRate (128000); // in bps // The application start time is varied to avoid the situation // in the beginning that all applications start at the same time. Time appStartTime (MilliSeconds (100)); Config::SetDefault ("ns3::OnOffApplication::PacketSize", UintegerValue (packetSize)); Config::SetDefault ("ns3::OnOffApplication::DataRate", DataRateValue (dataRate)); Config::SetDefault ("ns3::OnOffApplication::OnTime", StringValue ("ns3::ExponentialRandomVariable[Mean=1.0|Bound=0.0]")); Config::SetDefault ("ns3::OnOffApplication::OffTime", StringValue ("ns3::ExponentialRandomVariable[Mean=1.0|Bound=0.0]")); simulationHelper->InstallTrafficModel ( SimulationHelper::ONOFF, SimulationHelper::UDP, SimulationHelper::RTN_LINK, appStartTime, Seconds (simDuration + 1), MilliSeconds (25)); /** * ----------------- * Set-up statistics * ----------------- */ NS_LOG_INFO ("Setting up statistics"); // SatStatsHelperContainer is the interface for satellite related // statistics configuration. Ptr<SatStatsHelperContainer> s = simulationHelper->GetStatisticsContainer (); // Delay s->AddGlobalRtnAppDelay (SatStatsHelper::OUTPUT_CDF_FILE); s->AddGlobalRtnAppDelay (SatStatsHelper::OUTPUT_CDF_PLOT); s->AddAverageUtUserRtnAppDelay (SatStatsHelper::OUTPUT_SCALAR_FILE); s->AddAverageBeamRtnAppDelay (SatStatsHelper::OUTPUT_SCALAR_FILE); // Composite SINR s->AddGlobalRtnCompositeSinr (SatStatsHelper::OUTPUT_CDF_FILE); s->AddGlobalRtnCompositeSinr (SatStatsHelper::OUTPUT_CDF_PLOT); // Throughput s->AddAverageUtUserRtnAppThroughput (SatStatsHelper::OUTPUT_CDF_FILE); s->AddAverageUtUserRtnAppThroughput (SatStatsHelper::OUTPUT_CDF_PLOT); s->AddPerUtUserRtnAppThroughput (SatStatsHelper::OUTPUT_SCALAR_FILE); s->AddPerBeamRtnAppThroughput (SatStatsHelper::OUTPUT_SCALAR_FILE); s->AddPerGwRtnAppThroughput (SatStatsHelper::OUTPUT_SCALAR_FILE); /** * -------------------------------- * Store attributes into XML output * -------------------------------- */ NS_LOG_INFO ("Storing the used attributes to XML file: training-output-attributes-ut-" << utsPerBeam << ".xml"); // std::stringstream filename; // filename << "training-output-attributes-ut" << utsPerBeam << ".xml"; // Config::SetDefault ("ns3::ConfigStore::Filename", StringValue (filename.str ())); // Config::SetDefault ("ns3::ConfigStore::FileFormat", StringValue ("Xml")); // Config::SetDefault ("ns3::ConfigStore::Mode", StringValue ("Save")); // ConfigStore outputConfig; // outputConfig.ConfigureDefaults (); /** * -------------- * Run simulation * -------------- */ NS_LOG_INFO ("Running network simulator 3"); simulationHelper->RunSimulation (); return 0; }

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sunshaozong111/NS3-with-LEO

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,663

sat-tutorial-example.cc

sunshaozong111_NS3-with-LEO/scratch/sat-tutorial-example.cc

/* -*- Mode:C++; c-file-style:"gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2014 Magister Solutions * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Jani Puttonen <jani.puttonen@magister.fi> * */ #include "ns3/core-module.h" #include "ns3/config-store-module.h" #include "ns3/network-module.h" #include "ns3/internet-module.h" #include "ns3/satellite-module.h" #include "ns3/applications-module.h" #include "ns3/traffic-module.h" using namespace ns3; /** * \file sat-tutorial-example.cc * \ingroup satellite * * \brief Tutorial example application guides how to build up different scenarios of satellite network. * It also guides how to configure the satellite network e.g. modifying attributes. * Interval, packet size and test scenario can be given * in command line as user argument. * To see help for user arguments: * execute command -> ./waf --run "sat-tutorial-example --PrintHelp" */ NS_LOG_COMPONENT_DEFINE ("sat-tutorial-example"); int main (int argc, char *argv[]) { SatHelper::PreDefinedScenario_t satScenario = SatHelper::SIMPLE; std::string scenario = "Simple"; // Create simulation helper auto simulationHelper = CreateObject<SimulationHelper> ("example-tutorial"); // Enable creation traces Config::SetDefault ("ns3::SatHelper::ScenarioCreationTraceEnabled", BooleanValue (true)); // Enable packet traces (to file PacketTrace.log). Config::SetDefault ("ns3::SatHelper::PacketTraceEnabled", BooleanValue (true)); /***************************************************************************** 'To Select super frame configuration, Option 2' -- Start -- */ /// Set simulation output details Config::SetDefault ("ns3::SatEnvVariables::SimulationTag", StringValue (scenario)); Config::SetDefault ("ns3::SatEnvVariables::EnableSimulationOutputOverwrite", BooleanValue (true)); // std::string inputFileNameWithPath = Singleton<SatEnvVariables>::Get ()->LocateDirectory ("contrib/satellite/examples") + "/sat-tutorial-input.xml"; // // Config::SetDefault ("ns3::ConfigStore::Filename", StringValue (inputFileNameWithPath)); // Config::SetDefault ("ns3::ConfigStore::Mode", StringValue ("Load")); // Config::SetDefault ("ns3::ConfigStore::FileFormat", StringValue ("Xml")); // ConfigStore inputConfig; // inputConfig.ConfigureDefaults (); /** -- End -- 'To Select super frame configuration, Option 2' ******************************************************************************/ /****************************************************************************** Read command line arguments -- Start -- */ CommandLine cmd; cmd.AddValue ("scenario", "Scenario to be created", scenario); simulationHelper->AddDefaultUiArguments (cmd); cmd.Parse (argc, argv); /** -- End -- Read command line arguments ******************************************************************************/ /***************************************************************************** Create helper and simulation scenario -- Start -- */ // select simulation scenario to use if ( scenario == "larger") { satScenario = SatHelper::LARGER; } else if ( scenario == "full") { satScenario = SatHelper::FULL; } simulationHelper->SetOutputTag (scenario); simulationHelper->SetSimulationTime (Seconds (11)); // enable info logs LogComponentEnable ("CbrApplication", LOG_LEVEL_INFO); LogComponentEnable ("PacketSink", LOG_LEVEL_INFO); LogComponentEnable ("sat-tutorial-example", LOG_LEVEL_INFO); // remove next line from comments to run real time simulation //GlobalValue::Bind ("SimulatorImplementationType", StringValue ("ns3::RealtimeSimulatorImpl")); /***************************************************************************** 'To Select super frame configuration, Option 1' -- Start -- */ // Config::SetDefault ("ns3::SatConf::SuperFrameConfForSeq0", EnumValue (SatSuperframeConf::CONFIG_TYPE_2)); // Config::SetDefault ("ns3::SatConf::SuperFrameConfForSeq0", StringValue ("Configuration_2")); /** -- End -- 'To Select super frame configuration, Option 1' ******************************************************************************/ Ptr<SatHelper> helper = simulationHelper->CreateSatScenario (satScenario); /** -- End -- Create helper and simulation scenario ******************************************************************************/ /***************************************************************************** Manually creating an installing application (users) to satellite network. Note that you may simply call SimulationHelper::Install TrafficModel when using all nodes. -- Start -- */ // for getting UT users NodeContainer utUsers; // in full scenario get given beam UTs and use first UT's users // other scenarios get all UT users. if ( scenario == "full") { NodeContainer uts = helper->GetBeamHelper ()->GetUtNodes (1); utUsers = helper->GetUserHelper ()->GetUtUsers (uts.Get (0)); } else { utUsers = helper->GetUtUsers (); } // get GW users NodeContainer gwUsers = helper->GetGwUsers (); uint16_t port = 9; // create and install applications on GW user PacketSinkHelper sinkHelper ("ns3::UdpSocketFactory", InetSocketAddress (helper->GetUserAddress (gwUsers.Get (0)), port)); CbrHelper cbrHelper ("ns3::UdpSocketFactory", InetSocketAddress (helper->GetUserAddress (utUsers.Get (0)), port)); // install sink to receive packets from UT ApplicationContainer gwSink = sinkHelper.Install (gwUsers.Get (0)); gwSink.Start (Seconds (1.0)); gwSink.Stop (Seconds (10.0)); // install CBR to send packets to UT ApplicationContainer gwCbr = cbrHelper.Install (gwUsers.Get (0)); gwCbr.Start (Seconds (1.0)); gwCbr.Stop (Seconds (2.1)); // create applications on UT user sinkHelper.SetAttribute ("Local", AddressValue (Address (InetSocketAddress (helper->GetUserAddress (utUsers.Get (0)), port)))); cbrHelper.SetAttribute ("Remote", AddressValue (Address (InetSocketAddress (helper->GetUserAddress (gwUsers.Get (0)), port)))); // install sink to receive packets from GW ApplicationContainer utSink = sinkHelper.Install (utUsers.Get (0)); utSink.Start (Seconds (1.0)); utSink.Stop (Seconds (10.0)); // install CBR to send packets to GW ApplicationContainer utCbr = cbrHelper.Install (utUsers.Get (0)); utCbr.Start (Seconds (7.0)); utCbr.Stop (Seconds (9.1)); /** -- End -- Creating and installing application (users) to satellite network ******************************************************************************/ NS_LOG_INFO ("--- Tutorial-example ---"); NS_LOG_INFO (" Scenario used: " << scenario); NS_LOG_INFO (" "); /***************************************************************************** Store set attribute values to XML output file -- Start -- */ // Config::SetDefault ("ns3::ConfigStore::Filename", StringValue ("sat-tutorial-output.xml")); // Config::SetDefault ("ns3::ConfigStore::FileFormat", StringValue ("Xml")); // Config::SetDefault ("ns3::ConfigStore::Mode", StringValue ("Save")); // ConfigStore outputConfig; // outputConfig.ConfigureDefaults (); /** -- End -- Store set attribute values to XML output file *****************************************************************************/ /***************************************************************************** Run, stop and destroy simulation -- Start -- */ simulationHelper->RunSimulation (); /** -- End -- Run, stop and destroy simulation ******************************************************************************/ return 0; }

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sunshaozong111/NS3-with-LEO

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,664

sat-loo-example.cc

sunshaozong111_NS3-with-LEO/scratch/sat-loo-example.cc

/* -*- Mode:C++; c-file-style:"gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2014 Magister Solutions * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Frans Laakso <frans.laakso@magister.fi> * */ #include "ns3/core-module.h" #include "ns3/satellite-module.h" using namespace ns3; /** * \file sat-loo-example.cc * \ingroup satellite * * \brief Example for Loo's model fader class. Demonstrates the functionality * of the Loo's model fader used by the Markov-fading. The example creates * three faders with different parameters, switches the faders in time and * outputs the fading values. */ NS_LOG_COMPONENT_DEFINE ("sat-loo-example"); int main (int argc, char *argv[]) { /// Enable info logs LogComponentEnable ("sat-loo-example", LOG_LEVEL_INFO); LogComponentEnable ("SatLooModel", LOG_LEVEL_INFO); /// Set simulation output details Config::SetDefault ("ns3::SatEnvVariables::SimulationCampaignName", StringValue ("example-loo")); Config::SetDefault ("ns3::SatEnvVariables::SimulationTag", StringValue ("")); Config::SetDefault ("ns3::SatEnvVariables::EnableSimulationOutputOverwrite", BooleanValue (true)); /// Load default configuration Ptr<SatLooConf> looConf = CreateObject<SatLooConf> (); /// Create faders Ptr<SatLooModel> looFaderLineOfSight = CreateObject<SatLooModel> (looConf,3,0,0); Ptr<SatLooModel> looFaderLightShadowing = CreateObject<SatLooModel> (looConf,3,0,1); Ptr<SatLooModel> looFaderHeavyShadowing = CreateObject<SatLooModel> (looConf,3,0,2); /// Run simulation for (uint32_t i = 0; i < 1000; i++) { Simulator::Schedule (Time (300000 + i * 500000), &SatLooModel::GetChannelGainDb, looFaderLineOfSight); Simulator::Schedule (Time (500000 + i * 500000), &SatLooModel::GetChannelGainDb, looFaderLightShadowing); Simulator::Schedule (Time (700000 + i * 500000), &SatLooModel::GetChannelGainDb, looFaderHeavyShadowing); } Simulator::Run (); Simulator::Destroy (); return 0; }

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sunshaozong111/NS3-with-LEO

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,665

sat-markov-fading-trace-example.cc

sunshaozong111_NS3-with-LEO/scratch/sat-markov-fading-trace-example.cc

/* -*- Mode:C++; c-file-style:"gnu"; indent-tabs-mode:nil; -*- */ /* * Copyright (c) 2014 Magister Solutions * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License version 2 as * published by the Free Software Foundation; * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA * * Author: Frans Laakso <frans.laakso@magister.fi> * */ #include <fstream> #include <vector> #include "ns3/core-module.h" #include "ns3/satellite-module.h" #include "ns3/gnuplot.h" NS_LOG_COMPONENT_DEFINE ("sat-markov-trace-example"); namespace ns3 { /** * \file sat-markov-fading-trace-example.cc * \ingroup satellite * * \brief Example for Markov fading calculations. Can be used to produce simple fading traces. * * This example can be run as it is, without any argument, i.e.: * * ./waf --run="contrib/satellite/examples/markov-trace-example" * * Gnuplot file (markov_fading_trace.plt) will be generated as output. This * file can be converted to a PNG file, for example by this command: * * gnuplot markov_fading_trace.plt * * which will produce `markov_fading_trace.png` file in the same directory. */ class SatMarkovFadingExamplePlot : public Object { public: SatMarkovFadingExamplePlot (); static TypeId GetTypeId (); void Run (); private: Gnuplot2dDataset GetGnuplotDataset (std::string title); Gnuplot GetGnuplot (std::string outputName, std::string title); void FadingTraceCb (std::string context, double time, SatEnums::ChannelType_t chType, double fadingValue); double GetElevation (); double GetVelocity (); double m_elevation; double m_velocity; std::vector <std::pair<double,double> > m_fadingValues; }; NS_OBJECT_ENSURE_REGISTERED (SatMarkovFadingExamplePlot); TypeId SatMarkovFadingExamplePlot::GetTypeId () { static TypeId tid = TypeId ("ns3::SatMarkovFadingExamplePlot") .SetParent<Object> () .AddConstructor<SatMarkovFadingExamplePlot> (); return tid; } SatMarkovFadingExamplePlot::SatMarkovFadingExamplePlot () { m_elevation = 45; m_velocity = 0; } void SatMarkovFadingExamplePlot::FadingTraceCb (std::string context, double time, SatEnums::ChannelType_t chType, double fadingValue) { std::cout << time << " " << chType << " " << 10 * log10 (fadingValue) << std::endl; m_fadingValues.push_back (std::make_pair (time,10 * log10 (fadingValue))); } double SatMarkovFadingExamplePlot::GetElevation () { return m_elevation; } double SatMarkovFadingExamplePlot::GetVelocity () { return m_velocity; } Gnuplot2dDataset SatMarkovFadingExamplePlot::GetGnuplotDataset (std::string title) { Gnuplot2dDataset ret; ret.SetTitle (title); ret.SetStyle (Gnuplot2dDataset::LINES); for (uint32_t i = 0; i < m_fadingValues.size (); i++) { ret.Add (m_fadingValues[i].first, m_fadingValues[i].second); } return ret; } Gnuplot SatMarkovFadingExamplePlot::GetGnuplot (std::string outputName, std::string title) { Gnuplot ret (outputName + ".png"); ret.SetTitle (title); ret.SetTerminal ("png"); ret.SetLegend ("Time (s)", "Fading (dB)"); ret.AppendExtra ("set key top right"); ret.AppendExtra ("set grid xtics mxtics ytics"); return ret; } void SatMarkovFadingExamplePlot::Run () { /// Set simulation output details Config::SetDefault ("ns3::SatEnvVariables::SimulationCampaignName", StringValue ("example-markov-fading-trace")); Config::SetDefault ("ns3::SatEnvVariables::SimulationTag", StringValue ("")); Config::SetDefault ("ns3::SatEnvVariables::EnableSimulationOutputOverwrite", BooleanValue (true)); /// Create default Markov & Loo configurations Ptr<SatMarkovConf> markovConf = CreateObject<SatMarkovConf> (); SatBaseFading::ElevationCallback elevationCb = MakeCallback (&SatMarkovFadingExamplePlot::GetElevation,this); SatBaseFading::VelocityCallback velocityCb = MakeCallback (&SatMarkovFadingExamplePlot::GetVelocity,this); /// Create fading container based on default configuration Ptr<SatMarkovContainer> markovContainer = CreateObject<SatMarkovContainer> (markovConf,elevationCb,velocityCb); markovContainer->TraceConnect ("FadingTrace","The trace for fading values",MakeCallback (&SatMarkovFadingExamplePlot::FadingTraceCb,this)); Address macAddress; /// Run simulation for (uint32_t i = 0; i < 100000; i++) { Simulator::Schedule (MilliSeconds (1 * i), &SatMarkovContainer::DoGetFading, markovContainer, macAddress, SatEnums::FORWARD_USER_CH); } Simulator::Schedule (MilliSeconds (0), &SatMarkovContainer::LockToSetAndState, markovContainer, 0,0); Simulator::Schedule (MilliSeconds (20000), &SatMarkovContainer::LockToSetAndState, markovContainer, 0,1); Simulator::Schedule (MilliSeconds (40000), &SatMarkovContainer::LockToSetAndState, markovContainer, 0,2); Simulator::Schedule (MilliSeconds (60000), &SatMarkovContainer::LockToSetAndState, markovContainer, 0,0); Simulator::Schedule (MilliSeconds (80000), &SatMarkovContainer::LockToSetAndState, markovContainer, 0,1); Simulator::Run (); Gnuplot2dDataset dataset = GetGnuplotDataset ("Markov Fading Trace"); Gnuplot plot = GetGnuplot ("markov_fading_trace", "Markov Fading Trace"); plot.AddDataset (dataset); std::string plotFileName = "markov_fading_trace.plt"; std::ofstream plotFile (plotFileName.c_str ()); plot.GenerateOutput (plotFile); plotFile.close (); std::cout << "Output file written: " << plotFileName << std::endl; int result = system ("gnuplot markov_fading_trace.plt"); if (result < 0) { std::cout << "Unable to open shell process for Gnuplot file conversion, conversion not done!" << std::endl; } else { std::cout << "Output file converted to: markov_fading_trace.png" << std::endl; } Simulator::Destroy (); } } int main (int argc, char *argv[]) { ns3::Ptr<ns3::SatMarkovFadingExamplePlot> stub; stub = ns3::CreateObject<ns3::SatMarkovFadingExamplePlot> (); ns3::Config::RegisterRootNamespaceObject (stub); stub->Run (); return 0; }

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sunshaozong111/NS3-with-LEO

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false

1,537,688

dataset.h

eloquentarduino_EloquentMicroML/examples/OvOExmple/dataset.h

// 3 class digits dataset #pragma once #define FEATURES_DIM 64 #define NUM_CLASSES 3 #define TRAIN_SAMPLES 210 #define TEST_SAMPLES 90 float X_train[TRAIN_SAMPLES][FEATURES_DIM] = { { 0.0 , 0.0 , 0.0 , 0.0 , 11.0 , 15.0 , 4.0 , 0.0 , 0.0 , 0.0 , 0.0 , 3.0 , 16.0 , 16.0 , 12.0 , 0.0 , 0.0 , 0.0 , 0.0 , 8.0 , 14.0 , 16.0 , 12.0 , 0.0 , 0.0 , 0.0 , 0.0 , 5.0 , 10.0 , 16.0 , 6.0 , 0.0 , 0.0 , 1.0 , 7.0 , 11.0 , 16.0 , 13.0 , 0.0 , 0.0 , 0.0 , 9.0 , 16.0 , 16.0 , 14.0 , 1.0 , 0.0 , 0.0 , 0.0 , 3.0 , 8.0 , 14.0 , 16.0 , 9.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 1.0 , 11.0 , 16.0 , 12.0 , 0.0 }, { 0.0 , 0.0 , 6.0 , 16.0 , 16.0 , 8.0 , 0.0 , 0.0 , 0.0 , 2.0 , 16.0 , 8.0 , 9.0 , 16.0 , 3.0 , 0.0 , 0.0 , 8.0 , 16.0 , 1.0 , 0.0 , 9.0 , 9.0 , 0.0 , 0.0 , 9.0 , 12.0 , 0.0 , 0.0 , 8.0 , 12.0 , 0.0 , 0.0 , 10.0 , 12.0 , 0.0 , 0.0 , 8.0 , 10.0 , 0.0 , 0.0 , 8.0 , 13.0 , 0.0 , 0.0 , 9.0 , 8.0 , 0.0 , 0.0 , 2.0 , 16.0 , 8.0 , 6.0 , 15.0 , 3.0 , 0.0 , 0.0 , 0.0 , 8.0 , 16.0 , 15.0 , 8.0 , 0.0 , 0.0 }, { 0.0 , 0.0 , 4.0 , 11.0 , 15.0 , 8.0 , 0.0 , 0.0 , 0.0 , 0.0 , 13.0 , 16.0 , 11.0 , 13.0 , 7.0 , 0.0 , 0.0 , 3.0 , 16.0 , 12.0 , 0.0 , 4.0 , 8.0 , 0.0 , 0.0 , 6.0 , 16.0 , 5.0 , 0.0 , 4.0 , 8.0 , 0.0 , 0.0 , 7.0 , 9.0 , 0.0 , 0.0 , 9.0 , 7.0 , 0.0 , 0.0 , 4.0 , 10.0 , 0.0 , 2.0 , 15.0 , 2.0 , 0.0 , 0.0 , 1.0 , 16.0 , 12.0 , 14.0 , 10.0 , 0.0 , 0.0 , 0.0 , 0.0 , 4.0 , 14.0 , 14.0 , 1.0 , 0.0 , 0.0 }, { 0.0 , 0.0 , 5.0 , 15.0 , 14.0 , 3.0 , 0.0 , 0.0 , 0.0 , 0.0 , 13.0 , 15.0 , 9.0 , 15.0 , 2.0 , 0.0 , 0.0 , 4.0 , 16.0 , 12.0 , 0.0 , 10.0 , 6.0 , 0.0 , 0.0 , 8.0 , 16.0 , 9.0 , 0.0 , 8.0 , 10.0 , 0.0 , 0.0 , 7.0 , 15.0 , 5.0 , 0.0 , 12.0 , 11.0 , 0.0 , 0.0 , 7.0 , 13.0 , 0.0 , 5.0 , 16.0 , 6.0 , 0.0 , 0.0 , 0.0 , 16.0 , 12.0 , 15.0 , 13.0 , 1.0 , 0.0 , 0.0 , 0.0 , 6.0 , 16.0 , 12.0 , 2.0 , 0.0 , 0.0 }, { 0.0 , 0.0 , 12.0 , 9.0 , 12.0 , 1.0 , 0.0 , 0.0 , 0.0 , 0.0 , 14.0 , 16.0 , 16.0 , 8.0 , 0.0 , 0.0 , 0.0 , 3.0 , 16.0 , 9.0 , 3.0 , 15.0 , 2.0 , 0.0 , 0.0 , 4.0 , 16.0 , 1.0 , 0.0 , 16.0 , 5.0 , 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0.0 , 10.0 , 8.0 , 0.0 , 0.0 , 8.0 , 12.0 , 0.0 , 0.0 , 13.0 , 4.0 , 0.0 , 0.0 , 5.0 , 16.0 , 8.0 , 9.0 , 13.0 , 0.0 , 0.0 , 0.0 , 0.0 , 6.0 , 12.0 , 13.0 , 5.0 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.0 , 8.0 , 15.0 , 8.0 , 0.0 , 0.0 , 0.0 , 0.0 , 3.0 , 16.0 , 12.0 , 16.0 , 4.0 , 0.0 , 0.0 , 0.0 , 2.0 , 10.0 , 1.0 , 16.0 , 4.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 8.0 , 14.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 9.0 , 15.0 , 3.0 , 0.0 , 0.0 , 0.0 , 3.0 , 16.0 , 14.0 , 4.0 , 0.0 , 0.0 , 0.0 , 0.0 , 4.0 , 15.0 , 14.0 , 7.0 , 1.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 9.0 , 12.0 , 14.0 , 4.0 , 0.0 }, }; int y_train[TRAIN_SAMPLES] = { 2 , 0 , 0 , 0 , 0 , 2 , 1 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 2 , 1 , 0 , 2 , 2 , 0 , 0 , 0 , 0 , 1 , 2 , 2 , 0 , 2 , 1 , 1 , 2 , 2 , 0 , 2 , 2 , 1 , 1 , 0 , 2 , 1 , 2 , 2 , 0 , 0 , 2 , 1 , 0 , 0 , 2 , 2 , 1 , 2 , 1 , 0 , 0 , 0 , 2 , 2 , 1 , 2 , 2 , 0 , 2 , 1 , 2 , 0 , 0 , 2 , 1 , 1 , 0 , 2 , 2 , 0 , 1 , 0 , 1 , 0 , 0 , 0 , 2 , 2 , 1 , 2 , 1 , 0 , 1 , 2 , 1 , 2 , 1 , 2 , 0 , 2 , 0 , 1 , 2 , 2 , 1 , 1 , 2 , 0 , 0 , 0 , 0 , 1 , 2 , 1 , 2 , 1 , 1 , 2 , 2 , 1 , 2 , 0 , 0 , 0 , 1 , 1 , 0 , 2 , 2 , 1 , 0 , 1 , 1 , 2 , 0 , 0 , 1 , 2 , 1 , 2 , 1 , 1 , 2 , 0 , 1 , 2 , 0 , 0 , 1 , 2 , 1 , 1 , 0 , 1 , 1 , 1 , 1 , 2 , 2 , 1 , 2 , 1 , 0 , 1 , 0 , 1 , 2 , 1 , 0 , 2 , 0 , 0 , 2 , 1 , 2 , 0 , 0 , 1 , 1 , 2 , 0 , 2 , 2 , 1 , 1 , 0 , 1 , 1 , 0 , 2 , 1 , 1 , 2 , 1 , 2 , 2 , 2 , 0 , 0 , 1 , 1 , 2 , 1 , 1 , 2 , 2 , 1 , 2 , 0 , 0 , 1 , 0 , 1 , 1 , 1 , 2 }; int y_test[TEST_SAMPLES] = { 0 , 2 , 2 , 0 , 1 , 2 , 0 , 2 , 0 , 2 , 2 , 2 , 1 , 1 , 1 , 0 , 0 , 2 , 0 , 2 , 2 , 2 , 2 , 2 , 1 , 0 , 0 , 1 , 1 , 0 , 1 , 0 , 1 , 2 , 0 , 2 , 1 , 1 , 2 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 1 , 1 , 2 , 1 , 0 , 2 , 0 , 1 , 0 , 0 , 0 , 2 , 2 , 2 , 2 , 1 , 1 , 0 , 1 , 0 , 2 , 1 , 2 , 0 , 1 , 2 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 2 , 2 , 2 , 0 , 0 , 2 };

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C++

.h

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eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

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GaussianNB.h

eloquentarduino_EloquentMicroML/examples/GaussianNBClassificationExample/GaussianNB.h

#pragma once namespace Eloquent { namespace ML { namespace Port { class GaussianNB { public: /** * Predict class for features vector */ int predict(float *x) { float votes[3] = { 0.0f }; float theta[4] = { 0 }; float sigma[4] = { 0 }; theta[0] = 5.006; theta[1] = 3.428; theta[2] = 1.462; theta[3] = 0.246; sigma[0] = 0.121794955027; sigma[1] = 0.140846955027; sigma[2] = 0.029586955027; sigma[3] = 0.010914955027; votes[0] = 0.333333333333 - gauss(x, theta, sigma); theta[0] = 5.936; theta[1] = 2.77; theta[2] = 4.26; theta[3] = 1.326; sigma[0] = 0.261134955027; sigma[1] = 0.096530955027; sigma[2] = 0.216430955027; sigma[3] = 0.038354955027; votes[1] = 0.333333333333 - gauss(x, theta, sigma); theta[0] = 6.588; theta[1] = 2.974; theta[2] = 5.552; theta[3] = 2.026; sigma[0] = 0.396286955027; sigma[1] = 0.101954955027; sigma[2] = 0.298526955027; sigma[3] = 0.073954955027; votes[2] = 0.333333333333 - gauss(x, theta, sigma); // return argmax of votes uint8_t classIdx = 0; float maxVotes = votes[0]; for (uint8_t i = 1; i < 3; i++) { if (votes[i] > maxVotes) { classIdx = i; maxVotes = votes[i]; } } return classIdx; } protected: /** * Compute gaussian value */ float gauss(float *x, float *theta, float *sigma) { float gauss = 0.0f; for (uint16_t i = 0; i < 4; i++) { gauss += log(sigma[i]); gauss += pow(x[i] - theta[i], 2) / sigma[i]; } return gauss; } }; } } }

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.h

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eloquentarduino/EloquentMicroML

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1,537,691

IrisTestSet.h

eloquentarduino_EloquentMicroML/examples/GaussianNBClassificationExample/IrisTestSet.h

#pragma once namespace Eloquent { namespace ML { namespace Test { /** * A tailor made test set */ class TestSet { public: TestSet() : _x{ { 6.2 , 2.8 , 4.8 , 1.8 }, { 6.1 , 2.8 , 4.0 , 1.3 }, { 6.4 , 2.9 , 4.3 , 1.3 }, { 6.7 , 3.0 , 5.2 , 2.3 }, { 7.7 , 2.6 , 6.9 , 2.3 }, { 5.9 , 3.0 , 4.2 , 1.5 }, { 6.1 , 3.0 , 4.9 , 1.8 }, { 5.8 , 2.8 , 5.1 , 2.4 }, { 5.7 , 2.9 , 4.2 , 1.3 }, { 5.8 , 2.7 , 3.9 , 1.2 }, { 5.8 , 2.7 , 4.1 , 1.0 }, { 5.1 , 3.5 , 1.4 , 0.3 }, { 4.4 , 3.2 , 1.3 , 0.2 }, { 5.0 , 2.0 , 3.5 , 1.0 }, { 5.0 , 3.4 , 1.6 , 0.4 }, { 5.8 , 2.7 , 5.1 , 1.9 }, { 4.7 , 3.2 , 1.6 , 0.2 }, { 6.9 , 3.1 , 5.1 , 2.3 }, { 6.7 , 3.1 , 4.7 , 1.5 }, { 7.0 , 3.2 , 4.7 , 1.4 }, { 6.0 , 2.2 , 5.0 , 1.5 }, { 5.4 , 3.9 , 1.7 , 0.4 }, { 5.5 , 3.5 , 1.3 , 0.2 }, { 5.1 , 3.8 , 1.6 , 0.2 }, { 6.1 , 2.9 , 4.7 , 1.4 }, { 6.5 , 3.2 , 5.1 , 2.0 }, { 7.2 , 3.6 , 6.1 , 2.5 }, { 6.3 , 2.7 , 4.9 , 1.8 }, { 4.6 , 3.4 , 1.4 , 0.3 }, { 7.6 , 3.0 , 6.6 , 2.1 }, { 6.1 , 2.8 , 4.7 , 1.2 }, { 5.6 , 3.0 , 4.5 , 1.5 }, { 5.8 , 4.0 , 1.2 , 0.2 }, { 5.2 , 4.1 , 1.5 , 0.1 }, { 5.9 , 3.2 , 4.8 , 1.8 }, { 6.7 , 3.3 , 5.7 , 2.5 }, { 6.8 , 3.0 , 5.5 , 2.1 }, { 5.0 , 3.5 , 1.3 , 0.3 }, { 4.9 , 3.0 , 1.4 , 0.2 }, { 6.4 , 3.1 , 5.5 , 1.8 }, { 6.4 , 2.8 , 5.6 , 2.2 }, { 6.7 , 3.1 , 4.4 , 1.4 }, { 5.5 , 2.3 , 4.0 , 1.3 }, { 5.7 , 3.8 , 1.7 , 0.3 }, { 6.1 , 2.6 , 5.6 , 1.4 }, { 5.7 , 2.8 , 4.1 , 1.3 }, { 5.5 , 4.2 , 1.4 , 0.2 }, { 7.2 , 3.0 , 5.8 , 1.6 }, { 5.6 , 2.5 , 3.9 , 1.1 }, { 5.1 , 2.5 , 3.0 , 1.1 }, { 6.9 , 3.1 , 4.9 , 1.5 }, { 6.6 , 3.0 , 4.4 , 1.4 }, { 5.1 , 3.8 , 1.5 , 0.3 }, { 5.5 , 2.6 , 4.4 , 1.2 }, { 4.8 , 3.4 , 1.9 , 0.2 }, { 6.5 , 2.8 , 4.6 , 1.5 }, { 6.0 , 3.4 , 4.5 , 1.6 }, { 6.0 , 2.7 , 5.1 , 1.6 }, { 6.3 , 2.8 , 5.1 , 1.5 }, { 6.9 , 3.2 , 5.7 , 2.3 }, { 4.9 , 3.6 , 1.4 , 0.1 }, { 4.9 , 2.5 , 4.5 , 1.7 }, { 4.4 , 3.0 , 1.3 , 0.2 }, { 6.3 , 3.3 , 4.7 , 1.6 }, { 7.7 , 3.0 , 6.1 , 2.3 }, { 5.8 , 2.7 , 5.1 , 1.9 }, { 5.1 , 3.5 , 1.4 , 0.2 }, { 6.3 , 2.3 , 4.4 , 1.3 }, { 6.6 , 2.9 , 4.6 , 1.3 }, { 4.8 , 3.0 , 1.4 , 0.3 }, { 5.4 , 3.4 , 1.7 , 0.2 }, { 4.8 , 3.0 , 1.4 , 0.1 }, { 5.1 , 3.7 , 1.5 , 0.4 }, { 6.0 , 2.9 , 4.5 , 1.5 }, { 6.2 , 3.4 , 5.4 , 2.3 }, { 5.0 , 3.6 , 1.4 , 0.2 }, { 6.0 , 2.2 , 4.0 , 1.0 }, { 6.5 , 3.0 , 5.2 , 2.0 }, { 6.4 , 2.8 , 5.6 , 2.1 }, { 5.0 , 3.5 , 1.6 , 0.6 }, { 5.7 , 2.5 , 5.0 , 2.0 }, { 5.7 , 2.6 , 3.5 , 1.0 }, { 6.4 , 3.2 , 5.3 , 2.3 }, { 4.8 , 3.4 , 1.6 , 0.2 }, { 4.5 , 2.3 , 1.3 , 0.3 }, { 5.0 , 3.0 , 1.6 , 0.2 }, { 6.5 , 3.0 , 5.8 , 2.2 }, { 6.8 , 3.2 , 5.9 , 2.3 }, { 6.3 , 2.5 , 5.0 , 1.9 }, { 5.6 , 2.8 , 4.9 , 2.0 }, { 5.3 , 3.7 , 1.5 , 0.2 }, { 5.9 , 3.0 , 5.1 , 1.8 }, { 6.3 , 2.9 , 5.6 , 1.8 }, { 5.2 , 3.4 , 1.4 , 0.2 }, { 6.8 , 2.8 , 4.8 , 1.4 }, { 5.5 , 2.4 , 3.8 , 1.1 }, { 6.7 , 3.0 , 5.0 , 1.7 }, { 6.3 , 3.3 , 6.0 , 2.5 }, { 7.7 , 2.8 , 6.7 , 2.0 }, { 4.7 , 3.2 , 1.3 , 0.2 }, { 4.6 , 3.6 , 1.0 , 0.2 }, { 6.0 , 3.0 , 4.8 , 1.8 }, { 7.9 , 3.8 , 6.4 , 2.0 }, { 5.4 , 3.0 , 4.5 , 1.5 }, { 5.6 , 2.9 , 3.6 , 1.3 }, { 7.4 , 2.8 , 6.1 , 1.9 }, { 5.4 , 3.7 , 1.5 , 0.2 }, { 6.2 , 2.2 , 4.5 , 1.5 }, { 5.4 , 3.4 , 1.5 , 0.4 }, { 4.6 , 3.2 , 1.4 , 0.2 }, { 6.5 , 3.0 , 5.5 , 1.8 }, { 5.2 , 2.7 , 3.9 , 1.4 }, { 4.8 , 3.1 , 1.6 , 0.2 }, { 4.9 , 2.4 , 3.3 , 1.0 }, { 6.7 , 2.5 , 5.8 , 1.8 }, { 6.4 , 2.7 , 5.3 , 1.9 }, { 5.5 , 2.5 , 4.0 , 1.3 }, { 5.2 , 3.5 , 1.5 , 0.2 }, { 4.3 , 3.0 , 1.1 , 0.1 }, { 6.1 , 3.0 , 4.6 , 1.4 }, { 5.7 , 3.0 , 4.2 , 1.2 }, { 6.3 , 2.5 , 4.9 , 1.5 }, { 5.6 , 3.0 , 4.1 , 1.3 }, { 7.7 , 3.8 , 6.7 , 2.2 }, { 5.0 , 3.3 , 1.4 , 0.2 }, { 5.0 , 3.4 , 1.5 , 0.2 }, { 7.1 , 3.0 , 5.9 , 2.1 }, { 6.2 , 2.9 , 4.3 , 1.3 }, { 5.1 , 3.4 , 1.5 , 0.2 }, { 5.1 , 3.8 , 1.9 , 0.4 }, { 4.9 , 3.1 , 1.5 , 0.2 }, { 6.4 , 3.2 , 4.5 , 1.5 }, { 4.9 , 3.1 , 1.5 , 0.1 }, { 4.6 , 3.1 , 1.5 , 0.2 }, { 5.7 , 4.4 , 1.5 , 0.4 }, { 5.6 , 2.7 , 4.2 , 1.3 }, { 6.7 , 3.3 , 5.7 , 2.1 }, { 5.5 , 2.4 , 3.7 , 1.0 }, { 5.0 , 2.3 , 3.3 , 1.0 }, { 5.7 , 2.8 , 4.5 , 1.3 }, { 6.3 , 3.4 , 5.6 , 2.4 }, { 5.0 , 3.2 , 1.2 , 0.2 }, { 5.4 , 3.9 , 1.3 , 0.4 }, { 4.4 , 2.9 , 1.4 , 0.2 }, { 6.7 , 3.1 , 5.6 , 2.4 }, { 5.8 , 2.6 , 4.0 , 1.2 }, { 5.1 , 3.3 , 1.7 , 0.5 }, { 6.9 , 3.1 , 5.4 , 2.1 }, { 7.2 , 3.2 , 6.0 , 1.8 }, { 7.3 , 2.9 , 6.3 , 1.8 }, }, _y{ 2 , 1 , 1 , 2 , 2 , 1 , 2 , 2 , 1 , 1 , 1 , 0 , 0 , 1 , 0 , 2 , 0 , 2 , 1 , 1 , 2 , 0 , 0 , 0 , 1 , 2 , 2 , 2 , 0 , 2 , 1 , 1 , 0 , 0 , 1 , 2 , 2 , 0 , 0 , 2 , 2 , 1 , 1 , 0 , 2 , 1 , 0 , 2 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 1 , 1 , 1 , 2 , 2 , 0 , 2 , 0 , 1 , 2 , 2 , 0 , 1 , 1 , 0 , 0 , 0 , 0 , 1 , 2 , 0 , 1 , 2 , 2 , 0 , 2 , 1 , 2 , 0 , 0 , 0 , 2 , 2 , 2 , 2 , 0 , 2 , 2 , 0 , 1 , 1 , 1 , 2 , 2 , 0 , 0 , 2 , 2 , 1 , 1 , 2 , 0 , 1 , 0 , 0 , 2 , 1 , 0 , 1 , 2 , 2 , 1 , 0 , 0 , 1 , 1 , 1 , 1 , 2 , 0 , 0 , 2 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 2 , 1 , 1 , 1 , 2 , 0 , 0 , 0 , 2 , 1 , 0 , 2 , 2 , 2 }, _tp(0), _tn(0), _fp(0), _fn(0) {} template<class Classifier> void test(Classifier clf) { for (uint16_t i = 0; i < 150; i++) { int predicted = clf.predict(_x[i]); int actual = _y[i]; if (predicted > 0 && predicted == actual) _tp++; else if (predicted > 0 && predicted != actual) _fp++; else if (predicted <= 0 && predicted == actual) _tn++; else _fn++; } } String dump() { return String("Support:\t") + support() + "\nTP:\t" + _tp + "\nTN:\t" + _tn + "\nFP:\t" + _fp + "\nFN:\t" + _fn + "\nAccuracy:\t" + accuracy() + "\nPrecision:\t" + precision() + "\nRecall:\t" + recall() + "\nSpecificity:\t" + specificity() ; } float accuracy() { return (1.0f * _tp + _tn) / support(); } float precision() { return (1.0f * _tp) / (_tp + _fp); } float recall() { return (1.0f * _tp) / (_tp + _fn); } float specificity() { return (1.0f * _tn) / (_tn + _fp); } uint16_t support() { return _tp + _tn + _fp + _fn; } protected: float _x[150][4]; int _y[150]; uint16_t _tp, _fp, _tn, _fn; }; } } }

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.h

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eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

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1,537,692

DigitsTrain.h

eloquentarduino_EloquentMicroML/examples/OnboardSEFRExample/DigitsTrain.h

#pragma once namespace Eloquent { namespace ML { namespace Train { /** * A tailor made training set */ class TrainSet { public: TrainSet() : _x{ { 0.0 , 0.0 , 0.0 , 0.0 , 0.164675087238 , 0.209586474666 , 0.044911387429 , 0.0 , 0.0 , 0.0 , 0.0 , 0.029940924952 , 0.239527399619 , 0.239527399619 , 0.029940924952 , 0.0 , 0.0 , 0.0 , 0.0 , 0.164675087238 , 0.239527399619 , 0.209586474666 , 0.0 , 0.0 , 0.0 , 0.0 , 0.044911387429 , 0.239527399619 , 0.239527399619 , 0.224556937143 , 0.0 , 0.0 , 0.0 , 0.014970462476 , 0.19461601219 , 0.239527399619 , 0.239527399619 , 0.19461601219 , 0.0 , 0.0 , 0.0 , 0.089822774857 , 0.239527399619 , 0.134734162286 , 0.224556937143 , 0.19461601219 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.179645549714 , 0.239527399619 , 0.014970462476 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.134734162286 , 0.209586474666 , 0.014970462476 , 0.0 }, { 0.0 , 0.0 , 0.090240359461 , 0.234624934597 , 0.162432647029 , 0.018048071892 , 0.0 , 0.0 , 0.0 , 0.0 , 0.234624934597 , 0.270721078382 , 0.180480718921 , 0.270721078382 , 0.090240359461 , 0.0 , 0.0 , 0.054144215676 , 0.270721078382 , 0.036096143784 , 0.0 , 0.198528790813 , 0.144384575137 , 0.0 , 0.0 , 0.072192287568 , 0.216576862705 , 0.0 , 0.0 , 0.144384575137 , 0.144384575137 , 0.0 , 0.0 , 0.090240359461 , 0.144384575137 , 0.0 , 0.0 , 0.162432647029 , 0.144384575137 , 0.0 , 0.0 , 0.072192287568 , 0.198528790813 , 0.0 , 0.018048071892 , 0.216576862705 , 0.126336503245 , 0.0 , 0.0 , 0.036096143784 , 0.25267300649 , 0.090240359461 , 0.180480718921 , 0.216576862705 , 0.0 , 0.0 , 0.0 , 0.0 , 0.108288431353 , 0.234624934597 , 0.180480718921 , 0.0 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.02752148805 , 0.206411160375 , 0.178889672325 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.178889672325 , 0.2201719044 , 0.2201719044 , 0.123846696225 , 0.0 , 0.0 , 0.0 , 0.068803720125 , 0.2201719044 , 0.123846696225 , 0.08256446415 , 0.2201719044 , 0.0550429761 , 0.0 , 0.0 , 0.068803720125 , 0.2201719044 , 0.041282232075 , 0.013760744025 , 0.19265041635 , 0.096325208175 , 0.0 , 0.0 , 0.08256446415 , 0.2201719044 , 0.0550429761 , 0.0 , 0.2201719044 , 0.1100859522 , 0.0 , 0.0 , 0.041282232075 , 0.2201719044 , 0.1651289283 , 0.08256446415 , 0.2201719044 , 0.1651289283 , 0.0 , 0.0 , 0.0 , 0.19265041635 , 0.2201719044 , 0.2201719044 , 0.2201719044 , 0.0550429761 , 0.0 , 0.0 , 0.0 , 0.02752148805 , 0.178889672325 , 0.206411160375 , 0.1100859522 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.0 , 0.0 , 0.189503567803 , 0.233235160373 , 0.08746318514 , 0.0 , 0.0 , 0.0 , 0.04373159257 , 0.160349172756 , 0.233235160373 , 0.233235160373 , 0.072885987616 , 0.0 , 0.0 , 0.072885987616 , 0.233235160373 , 0.233235160373 , 0.233235160373 , 0.233235160373 , 0.058308790093 , 0.0 , 0.0 , 0.058308790093 , 0.145771975233 , 0.13119477771 , 0.233235160373 , 0.233235160373 , 0.058308790093 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.189503567803 , 0.233235160373 , 0.058308790093 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.174926370279 , 0.233235160373 , 0.058308790093 , 0.0 , 0.0 , 0.0 , 0.0 , 0.029154395047 , 0.233235160373 , 0.233235160373 , 0.102040382663 , 0.0 , 0.0 , 0.0 , 0.0 , 0.014577197523 , 0.174926370279 , 0.204080765326 , 0.072885987616 , 0.0 }, { 0.0 , 0.0 , 0.043815467838 , 0.175261871351 , 0.146051559459 , 0.014605155946 , 0.0 , 0.0 , 0.0 , 0.014605155946 , 0.233682495135 , 0.233682495135 , 0.233682495135 , 0.146051559459 , 0.0 , 0.0 , 0.0 , 0.07302577973 , 0.233682495135 , 0.189867027297 , 0.087630935676 , 0.233682495135 , 0.014605155946 , 0.0 , 0.0 , 0.07302577973 , 0.233682495135 , 0.102236091621 , 0.0 , 0.189867027297 , 0.043815467838 , 0.0 , 0.0 , 0.07302577973 , 0.233682495135 , 0.058420623784 , 0.0 , 0.189867027297 , 0.102236091621 , 0.0 , 0.0 , 0.014605155946 , 0.233682495135 , 0.116841247567 , 0.0 , 0.204472183243 , 0.102236091621 , 0.0 , 0.0 , 0.0 , 0.189867027297 , 0.204472183243 , 0.189867027297 , 0.233682495135 , 0.043815467838 , 0.0 , 0.0 , 0.0 , 0.029210311892 , 0.189867027297 , 0.219077339189 , 0.087630935676 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.0 , 0.079255328119 , 0.253617049979 , 0.12680852499 , 0.0 , 0.0 , 0.0 , 0.0 , 0.063404262495 , 0.253617049979 , 0.253617049979 , 0.12680852499 , 0.0 , 0.0 , 0.0 , 0.031702131247 , 0.237765984356 , 0.253617049979 , 0.253617049979 , 0.12680852499 , 0.0 , 0.0 , 0.0 , 0.063404262495 , 0.12680852499 , 0.190212787484 , 0.253617049979 , 0.079255328119 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.095106393742 , 0.253617049979 , 0.174361721861 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.095106393742 , 0.253617049979 , 0.190212787484 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.095106393742 , 0.253617049979 , 0.237765984356 , 0.015851065624 , 0.0 , 0.0 , 0.0 , 0.0 , 0.063404262495 , 0.237765984356 , 0.174361721861 , 0.031702131247 , 0.0 }, { 0.0 , 0.0 , 0.066927448141 , 0.217514206458 , 0.133854896282 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.217514206458 , 0.267709792564 , 0.250977930529 , 0.117123034247 , 0.0 , 0.0 , 0.0 , 0.050195586106 , 0.267709792564 , 0.150586758317 , 0.100391172212 , 0.250977930529 , 0.100391172212 , 0.0 , 0.0 , 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0.107871177469 , 0.246562691357 , 0.01541016821 , 0.0 , 0.0 , 0.03082033642 , 0.231152523148 , 0.215742354938 , 0.246562691357 , 0.107871177469 , 0.0 , 0.0 , 0.0 , 0.0 , 0.061640672839 , 0.200332186728 , 0.138691513889 , 0.0 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.102356247334 , 0.175467852573 , 0.13160088943 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.175467852573 , 0.233957136765 , 0.233957136765 , 0.014622321048 , 0.0 , 0.0 , 0.0 , 0.0 , 0.160845531526 , 0.233957136765 , 0.233957136765 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.175467852573 , 0.233957136765 , 0.233957136765 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.190090173621 , 0.233957136765 , 0.233957136765 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.190090173621 , 0.233957136765 , 0.233957136765 , 0.0 , 0.0 , 0.0 , 0.0 , 0.014622321048 , 0.204712494669 , 0.233957136765 , 0.233957136765 , 0.014622321048 , 0.0 , 0.0 , 0.0 , 0.0 , 0.058489284191 , 0.175467852573 , 0.175467852573 , 0.13160088943 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.0 , 0.0 , 0.196405406354 , 0.224463321547 , 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0.116112873032 , 0.232225746064 , 0.029028218258 , 0.029028218258 , 0.217711636935 , 0.043542327387 , 0.0 , 0.0 , 0.072570545645 , 0.217711636935 , 0.029028218258 , 0.0 , 0.174169309548 , 0.101598763903 , 0.0 , 0.0 , 0.014514109129 , 0.217711636935 , 0.087084654774 , 0.029028218258 , 0.232225746064 , 0.043542327387 , 0.0 , 0.0 , 0.0 , 0.159655200419 , 0.217711636935 , 0.188683418677 , 0.232225746064 , 0.0 , 0.0 , 0.0 , 0.0 , 0.014514109129 , 0.217711636935 , 0.203197527806 , 0.116112873032 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.0 , 0.204603157218 , 0.102301578609 , 0.0 , 0.0 , 0.0 , 0.0 , 0.01461451123 , 0.131530601069 , 0.233832179678 , 0.233832179678 , 0.04384353369 , 0.0 , 0.0 , 0.0 , 0.058458044919 , 0.233832179678 , 0.116916089839 , 0.160759623529 , 0.160759623529 , 0.0 , 0.0 , 0.0 , 0.04384353369 , 0.233832179678 , 0.102301578609 , 0.058458044919 , 0.233832179678 , 0.058458044919 , 0.0 , 0.0 , 0.116916089839 , 0.233832179678 , 0.058458044919 , 0.0 , 0.233832179678 , 0.116916089839 , 0.0 , 0.0 , 0.073072556149 , 0.233832179678 , 0.146145112299 , 0.0 , 0.189988645988 , 0.160759623529 , 0.0 , 0.0 , 0.0 , 0.189988645988 , 0.233832179678 , 0.233832179678 , 0.233832179678 , 0.131530601069 , 0.0 , 0.0 , 0.0 , 0.02922902246 , 0.146145112299 , 0.189988645988 , 0.087687067379 , 0.0 , 0.0 }, }, _y{ 1 , 0 , 0 , 1 , 0 , 1 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 1 , 1 , 0 , 1 , 0 , 1 , 0 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 1 , 1 , 0 , 0 , 1 , 1 , 0 , 0 } {} template<class Classifier> void fit(Classifier *clf) { clf->fit(_x, _y, 70); } protected: float _x[70][64]; int _y[70]; }; } } }

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IrisTrain.h

eloquentarduino_EloquentMicroML/examples/OnboardSEFRExample/IrisTrain.h

#pragma once namespace Eloquent { namespace ML { namespace Train { /** * A tailor made training set */ class TrainSet { public: TrainSet() : _x{ { 0.707795250293 , 0.318507862632 , 0.601625962749 , 0.188745400078 }, { 0.786991002941 , 0.557451960416 , 0.262330334314 , 0.032791291789 }, { 0.769454444683 , 0.3560162356 , 0.505313366658 , 0.160781525755 }, { 0.788927524557 , 0.289273425671 , 0.525951683038 , 0.13148792076 }, { 0.757281033453 , 0.354212096293 , 0.525211039331 , 0.158784732821 }, { 0.800030247462 , 0.539150818942 , 0.26087942852 , 0.034783923803 }, { 0.817337896536 , 0.514620157078 , 0.257310078539 , 0.030271773946 }, { 0.736598948602 , 0.338110992801 , 0.567543452202 , 0.1449047112 }, { 0.764349812349 , 0.355818016093 , 0.513959356579 , 0.158141340486 }, { 0.776114000116 , 0.549747416749 , 0.307211791713 , 0.032338083338 }, { 0.767857255278 , 0.349026025126 , 0.511904836852 , 0.162878811726 }, { 0.811208646353 , 0.559454238864 , 0.167836271659 , 0.027972711943 }, { 0.724602334863 , 0.376235827717 , 0.543451751147 , 0.195085244002 }, { 0.775300208596 , 0.2830461079 , 0.541479510765 , 0.159982582726 }, { 0.762629940405 , 0.341868593975 , 0.525951683038 , 0.157785504911 }, { 0.732603914541 , 0.360297007151 , 0.552455410965 , 0.168138603337 }, { 0.723371184771 , 0.341957287346 , 0.578696947817 , 0.157826440314 }, { 0.740885763364 , 0.331739894044 , 0.552899823406 , 0.187985939958 }, { 0.72232961803 , 0.354828584296 , 0.570260224761 , 0.164741842709 }, { 0.79096499646 , 0.569494797451 , 0.221470199009 , 0.031638599858 }, { 0.784174986282 , 0.566348601204 , 0.246869903089 , 0.058087036021 }, { 0.800333007811 , 0.560233105468 , 0.208086582031 , 0.048019980469 }, { 0.788894791013 , 0.552226353709 , 0.252446333124 , 0.094667374922 }, { 0.766938971955 , 0.571444724202 , 0.285722362101 , 0.060152076232 }, { 0.756764973013 , 0.352287142609 , 0.534954549888 , 0.130476719485 }, { 0.693334094194 , 0.385185607886 , 0.577778411829 , 0.192592803943 }, { 0.805333075381 , 0.54831188111 , 0.222751701701 , 0.034269492569 }, { 0.808465844224 , 0.522134191061 , 0.269488614741 , 0.033686076843 }, { 0.828132873387 , 0.507020126563 , 0.236609392396 , 0.033801341771 }, { 0.794289441035 , 0.573653485192 , 0.191217828397 , 0.058836254892 }, { 0.785232210919 , 0.576905297818 , 0.224352060262 , 0.016025147162 }, { 0.780109355696 , 0.576602567254 , 0.237424586516 , 0.050876697111 }, { 0.806419649012 , 0.542782456066 , 0.2326210526 , 0.031016140347 }, { 0.706318918233 , 0.378385134768 , 0.567577702152 , 0.189192567384 }, { 0.729924427872 , 0.391030943503 , 0.534408956121 , 0.169446742185 }, { 0.758175396576 , 0.326598632371 , 0.536554896038 , 0.174963553056 }, { 0.779648832449 , 0.580914816335 , 0.229308480132 , 0.045861696026 }, { 0.735442835436 , 0.354588509942 , 0.551582126577 , 0.170727801083 }, { 0.782580542281 , 0.383617912883 , 0.460341495459 , 0.168791881668 }, { 0.764442378201 , 0.271253747104 , 0.554837209985 , 0.184945736662 }, { 0.777290926661 , 0.579157945355 , 0.243855976992 , 0.030481997124 }, { 0.754573405879 , 0.34913097884 , 0.52932761308 , 0.1689343446 }, { 0.745497566353 , 0.372748783177 , 0.524177976342 , 0.174725992114 }, { 0.795240638101 , 0.541440434452 , 0.270720217226 , 0.033840027153 }, { 0.78667473765 , 0.358834090858 , 0.48304589154 , 0.138013111868 }, { 0.767011029307 , 0.350633613397 , 0.514993119677 , 0.153402205861 }, { 0.733509487319 , 0.354529585537 , 0.550132115489 , 0.18337737183 }, { 0.747141936983 , 0.339609971356 , 0.54337595417 , 0.176597185105 }, { 0.765218548536 , 0.333913548452 , 0.528696451715 , 0.153043709707 }, { 0.734460466367 , 0.373672868853 , 0.54118139627 , 0.167508527417 }, { 0.732396177267 , 0.385471672246 , 0.539660341144 , 0.154188668898 }, { 0.698579600742 , 0.378890630911 , 0.568335946366 , 0.213125979887 }, { 0.816094266747 , 0.533600097488 , 0.219717687201 , 0.031388241029 }, { 0.785918578702 , 0.570176223764 , 0.231152523148 , 0.061640672839 }, { 0.826474506134 , 0.49588470368 , 0.264471841963 , 0.033058980245 }, { 0.823072177557 , 0.514420110973 , 0.240062718454 , 0.017147337032 }, { 0.806828202995 , 0.537885468663 , 0.240632972823 , 0.042464642263 }, { 0.763018527597 , 0.335265716671 , 0.531800791962 , 0.150291528163 }, { 0.818031190035 , 0.517529936553 , 0.250417711235 , 0.016694514082 }, { 0.822250281336 , 0.5177131401 , 0.228402855927 , 0.060907428247 }, { 0.826997544026 , 0.52627116438 , 0.19547214677 , 0.030072637965 }, { 0.741433066224 , 0.294219470724 , 0.576670162618 , 0.176531682434 }, { 0.739234616273 , 0.375882008274 , 0.526234811584 , 0.187941004137 }, { 0.769868794743 , 0.354139645582 , 0.50811340453 , 0.153973758949 }, { 0.795947821237 , 0.553702832165 , 0.242244989072 , 0.03460642701 }, { 0.730814120023 , 0.347436220995 , 0.563086289198 , 0.167727830825 }, { 0.860938573268 , 0.440035270781 , 0.248715587833 , 0.057395904885 }, { 0.797782057841 , 0.542491799332 , 0.255290258509 , 0.063822564627 }, { 0.715249355053 , 0.405307967863 , 0.53643701629 , 0.190733161347 }, { 0.767416984553 , 0.347735821126 , 0.515608286497 , 0.155881574987 }, }, _y{ 1 , 0 , 1 , 1 , 1 , 0 , 0 , 1 , 1 , 0 , 1 , 0 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 1 , 1 , 0 , 1 , 1 , 1 , 0 , 1 , 1 , 0 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 1 } {} template<class Classifier> void fit(Classifier *clf) { clf->fit(_x, _y, 70); } protected: float _x[70][4]; int _y[70]; }; } } }

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1,537,694

BreastCancerTrain.h

eloquentarduino_EloquentMicroML/examples/OnboardSEFRExample/BreastCancerTrain.h

#pragma once namespace Eloquent { namespace ML { namespace Train { /** * A tailor made training set */ class TrainSet { public: TrainSet() : _x{ { 0.010697105051 , 0.011857671316 , 0.070960337291 , 0.535319479079 , 6.8970795e-05 , 0.000103389875 , 8.979467e-05 , 5.140977e-05 , 0.000132503508 , 4.3206224e-05 , 0.000221502361 , 0.000454743021 , 0.001447723517 , 0.023231220704 , 2.775411e-06 , 1.9020023e-05 , 1.7667134e-05 , 6.01306e-06 , 1.1293968e-05 , 2.531361e-06 , 0.013402882399 , 0.018078306491 , 0.088004081856 , 0.836270890881 , 9.5895932e-05 , 0.000384910091 , 0.000349761513 , 0.000123616887 , 0.000283178168 , 8.1770183e-05 }, { 0.01420006255 , 0.023834258834 , 0.095577344086 , 0.567784039497 , 0.000139051382 , 0.000211034776 , 0.000203060894 , 0.000102163988 , 0.000256693438 , 8.0710971e-05 , 0.00033457532 , 0.001094497129 , 0.002628103884 , 0.026565040093 , 6.260043e-06 , 3.8252784e-05 , 3.8809863e-05 , 1.3391751e-05 , 2.3408257e-05 , 4.09508e-06 , 0.016919920685 , 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0.01657196357 , 0.088630278482 , 0.82485112612 , 6.2300991e-05 , 0.000371907437 , 0.000361815376 , 0.00012455202 , 0.00023331646 , 5.1859205e-05 }, { 0.014872464628 , 0.024585319585 , 0.095816597539 , 0.618491672069 , 9.6489111e-05 , 8.4868964e-05 , 5.2378858e-05 , 3.7307947e-05 , 0.000199438758 , 6.3039846e-05 , 0.000257759987 , 0.001491656386 , 0.001912804013 , 0.022270110117 , 4.911552e-06 , 1.5236283e-05 , 2.3096971e-05 , 1.3053371e-05 , 1.8091708e-05 , 2.156452e-06 , 0.016702582588 , 0.035080935838 , 0.109145589189 , 0.770413512374 , 0.000128108257 , 0.000188634448 , 0.000251586095 , 0.000141338026 , 0.000316522209 , 7.625859e-05 }, { 0.013055345358 , 0.019278572398 , 0.087223675676 , 0.577372200762 , 9.4378148e-05 , 0.000167266016 , 0.00012759854 , 7.8645472e-05 , 0.000201650465 , 6.1999459e-05 , 0.000227886515 , 0.000880385155 , 0.001889353821 , 0.01884876679 , 3.986447e-06 , 2.7355336e-05 , 2.4006434e-05 , 1.2106191e-05 , 1.3019528e-05 , 3.322935e-06 , 0.015777447546 , 0.029737175539 , 0.109600430169 , 0.803109688063 , 0.000136552824 , 0.000594833054 , 0.000495977764 , 0.000241855198 , 0.000381810649 , 0.000114167115 }, { 0.007102607044 , 0.007733651526 , 0.04605282072 , 0.47126938988 , 3.1646209e-05 , 3.4304652e-05 , 3.6822117e-05 , 2.897434e-05 , 5.93786e-05 , 1.7716238e-05 , 0.000232177377 , 0.000378291027 , 0.001444353408 , 0.031548867489 , 1.58701e-06 , 4.225984e-06 , 5.756603e-06 , 3.484171e-06 , 3.635219e-06 , 6.6696e-07 , 0.009791259332 , 0.011946209107 , 0.063104448218 , 0.877756021749 , 4.702624e-05 , 8.7272109e-05 , 0.000105901348 , 6.7434487e-05 , 9.4723805e-05 , 2.5261919e-05 }, }, _y{ 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 } {} template<class Classifier> void fit(Classifier *clf) { clf->fit(_x, _y, 35); } protected: float _x[35][30]; int _y[35]; }; } } }

21,442

C++

.h

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eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,695

DigitsTest.h

eloquentarduino_EloquentMicroML/examples/OnboardSEFRExample/DigitsTest.h

#pragma once namespace Eloquent { namespace ML { namespace Test { /** * A tailor made test set */ class TestSet { public: TestSet() : _x{ { 0.0 , 0.0 , 0.0 , 0.014628577925 , 0.160914357173 , 0.204800090948 , 0.073142889624 , 0.0 , 0.0 , 0.0 , 0.0 , 0.131657201324 , 0.234057246798 , 0.234057246798 , 0.073142889624 , 0.0 , 0.0 , 0.0 , 0.146285779249 , 0.234057246798 , 0.234057246798 , 0.234057246798 , 0.014628577925 , 0.0 , 0.0 , 0.073142889624 , 0.234057246798 , 0.234057246798 , 0.234057246798 , 0.234057246798 , 0.0 , 0.0 , 0.0 , 0.014628577925 , 0.073142889624 , 0.160914357173 , 0.234057246798 , 0.234057246798 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.073142889624 , 0.234057246798 , 0.234057246798 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.160914357173 , 0.234057246798 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.160914357173 , 0.146285779249 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.045611882531 , 0.243263373498 , 0.136835647593 , 0.0 , 0.0 , 0.0 , 0.0 , 0.060815843375 , 0.228059412655 , 0.228059412655 , 0.243263373498 , 0.106427725906 , 0.0 , 0.0 , 0.0 , 0.121631686749 , 0.243263373498 , 0.045611882531 , 0.106427725906 , 0.182447530124 , 0.0 , 0.0 , 0.0 , 0.091223765062 , 0.243263373498 , 0.045611882531 , 0.0 , 0.197651490967 , 0.045611882531 , 0.0 , 0.0 , 0.121631686749 , 0.152039608436 , 0.0 , 0.0 , 0.182447530124 , 0.121631686749 , 0.0 , 0.0 , 0.015203960844 , 0.228059412655 , 0.030407921687 , 0.0 , 0.136835647593 , 0.16724356928 , 0.0 , 0.0 , 0.0 , 0.197651490967 , 0.212855451811 , 0.152039608436 , 0.228059412655 , 0.182447530124 , 0.0 , 0.0 , 0.0 , 0.045611882531 , 0.152039608436 , 0.243263373498 , 0.212855451811 , 0.045611882531 , 0.0 }, { 0.0 , 0.0 , 0.182447530124 , 0.136835647593 , 0.182447530124 , 0.015203960844 , 0.0 , 0.0 , 0.0 , 0.0 , 0.212855451811 , 0.243263373498 , 0.243263373498 , 0.121631686749 , 0.0 , 0.0 , 0.0 , 0.045611882531 , 0.243263373498 , 0.136835647593 , 0.045611882531 , 0.228059412655 , 0.030407921687 , 0.0 , 0.0 , 0.060815843375 , 0.243263373498 , 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0.061787576462 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.048100152585 , 0.176367226144 , 0.256534147118 , 0.160333841949 , 0.0 , 0.0 , 0.0 , 0.0 , 0.160333841949 , 0.256534147118 , 0.160333841949 , 0.224467378728 , 0.096200305169 , 0.0 , 0.0 , 0.0 , 0.240500762923 , 0.112233689364 , 0.0 , 0.176367226144 , 0.128267073559 , 0.0 , 0.0 , 0.048100152585 , 0.256534147118 , 0.03206676839 , 0.0 , 0.128267073559 , 0.128267073559 , 0.0 , 0.0 , 0.064133536779 , 0.192400610338 , 0.0 , 0.0 , 0.144300457754 , 0.128267073559 , 0.0 , 0.0 , 0.096200305169 , 0.240500762923 , 0.016033384195 , 0.0 , 0.192400610338 , 0.128267073559 , 0.0 , 0.0 , 0.048100152585 , 0.240500762923 , 0.160333841949 , 0.128267073559 , 0.240500762923 , 0.064133536779 , 0.0 , 0.0 , 0.0 , 0.080166920974 , 0.192400610338 , 0.224467378728 , 0.144300457754 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.030707514357 , 0.214952600501 , 0.199598843322 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.153537571786 , 0.230306357679 , 0.230306357679 , 0.122830057429 , 0.0 , 0.0 , 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0.0 , 0.0 , 0.153292839092 , 0.272520602831 , 0.255488065154 , 0.238455527477 , 0.017032537677 , 0.0 , 0.0 , 0.017032537677 , 0.255488065154 , 0.255488065154 , 0.085162688385 , 0.170325376769 , 0.119227763738 , 0.0 , 0.0 , 0.102195226062 , 0.272520602831 , 0.017032537677 , 0.0 , 0.017032537677 , 0.136260301415 , 0.0 , 0.0 , 0.136260301415 , 0.2214229898 , 0.0 , 0.0 , 0.068130150708 , 0.136260301415 , 0.0 , 0.0 , 0.119227763738 , 0.102195226062 , 0.0 , 0.0 , 0.102195226062 , 0.102195226062 , 0.0 , 0.0 , 0.085162688385 , 0.153292839092 , 0.0 , 0.0 , 0.2214229898 , 0.017032537677 , 0.0 , 0.0 , 0.0 , 0.272520602831 , 0.085162688385 , 0.204390452123 , 0.204390452123 , 0.0 , 0.0 , 0.0 , 0.0 , 0.136260301415 , 0.255488065154 , 0.170325376769 , 0.017032537677 , 0.0 , 0.0 }, { 0.0 , 0.0 , 0.0 , 0.0 , 0.239220144161 , 0.068348612617 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.051261459463 , 0.273394450469 , 0.187958684698 , 0.0 , 0.0 , 0.0 , 0.0 , 0.0 , 0.170871531543 , 0.273394450469 , 0.153784378389 , 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, 1 , 0 }, _tp(0), _tn(0), _fp(0), _fn(0) {} template<class Classifier> void test(Classifier clf) { for (uint16_t i = 0; i < 30; i++) { int predicted = clf.predict(_x[i]); int actual = _y[i]; if (predicted > 0 && predicted == actual) _tp++; else if (predicted > 0 && predicted != actual) _fp++; else if (predicted <= 0 && predicted == actual) _tn++; else _fn++; } } String dump() { return String("Support:\t") + support() + "\nTP:\t" + _tp + "\nTN:\t" + _tn + "\nFP:\t" + _fp + "\nFN:\t" + _fn + "\nAccuracy:\t" + accuracy() + "\nPrecision:\t" + precision() + "\nRecall:\t" + recall() + "\nSpecificity:\t" + specificity() ; } float accuracy() { return (1.0f * _tp + _tn) / support(); } float precision() { return (1.0f * _tp) / (_tp + _fp); } float recall() { return (1.0f * _tp) / (_tp + _fn); } float specificity() { return (1.0f * _tn) / (_tn + _fp); } uint16_t support() { return _tp + _tn + _fp + _fn; } protected: float _x[30][64]; int _y[30]; uint16_t _tp, _fp, _tn, _fn; }; } } }

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.h

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eloquentarduino/EloquentMicroML

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BreastCancerTest.h

eloquentarduino_EloquentMicroML/examples/OnboardSEFRExample/BreastCancerTest.h

#pragma once namespace Eloquent { namespace ML { namespace Test { /** * A tailor made test set */ class TestSet { public: TestSet() : _x{ { 0.020360148162 , 0.04148169555 , 0.129209032629 , 0.612655934782 , 0.000213025357 , 0.000110278068 , 1.4206545e-05 , 1.6511546e-05 , 0.000280843977 , 0.000143334445 , 0.000696909128 , 0.004250105517 , 0.004435254509 , 0.041710531383 , 2.3154026e-05 , 3.0435166e-05 , 1.1042369e-05 , 1.092171e-05 , 3.7466667e-05 , 1.1789206e-05 , 0.022717157242 , 0.054691764093 , 0.143147215186 , 0.761607258824 , 0.000273770869 , 0.000197069259 , 4.2625875e-05 , 4.9532556e-05 , 0.000402335001 , 0.000186979679 }, { 0.01436502592 , 0.027715507474 , 0.096808284634 , 0.548660981985 , 0.000136732911 , 0.000276232762 , 0.000262052198 , 9.8491506e-05 , 0.000234036939 , 9.5032832e-05 , 0.000343100459 , 0.00184347323 , 0.002350745413 , 0.027600218341 , 8.24202e-06 , 8.3204167e-05 , 8.9268375e-05 , 1.6509404e-05 , 2.0625226e-05 , 1.1621145e-05 , 0.017397130107 , 0.046899619137 , 0.112579837972 , 0.820166889229 , 0.000213630763 , 0.001219759023 , 0.001273944915 , 0.000254788983 , 0.000503352353 , 0.00023922495 }, { 0.016337610679 , 0.019423875965 , 0.105925033558 , 0.636848392299 , 0.000132023571 , 0.000187992747 , 0.000143168417 , 8.5570379e-05 , 0.00023783838 , 8.4529377e-05 , 0.000350266616 , 0.001244303782 , 0.001879927466 , 0.01587222147 , 8.320669e-06 , 4.3783327e-05 , 4.8743396e-05 , 1.6937718e-05 , 2.6135278e-05 , 5.637333e-06 , 0.019019722178 , 0.02840098888 , 0.118380318461 , 0.753073223894 , 0.000188115217 , 0.000586757817 , 0.000594963363 , 0.000209180203 , 0.000431954669 , 0.000124430378 }, { 0.010835045096 , 0.013248826145 , 0.070188437743 , 0.551326470148 , 6.1814371e-05 , 5.6798021e-05 , 6.5866556e-05 , 4.4756085e-05 , 0.000121228445 , 3.6348306e-05 , 0.000503927362 , 0.000685028365 , 0.003390755556 , 0.053433560914 , 7.295282e-06 , 1.4853519e-05 , 2.3598418e-05 , 1.2197011e-05 , 1.0450728e-05 , 1.313421e-06 , 0.013329735007 , 0.016559347079 , 0.086842178495 , 0.824596151389 , 0.000101136077 , 0.000137882186 , 0.000190742642 , 0.000102484558 , 0.000178673737 , 4.3063742e-05 }, { 0.02058191747 , 0.030113955944 , 0.130635474204 , 0.631219278146 , 0.000229497487 , 0.000163137499 , 2.1937855e-05 , 2.6106857e-05 , 0.000555124873 , 0.0001408556 , 0.001043869521 , 0.002916277588 , 0.006702783742 , 0.070063518466 , 1.5206738e-05 , 2.2241423e-05 , 1.551233e-05 , 1.658089e-05 , 8.4655025e-05 , 1.2047606e-05 , 0.022302136727 , 0.035315089463 , 0.141381785096 , 0.745968021561 , 0.000258032889 , 0.000199666861 , 4.387571e-05 , 5.2193476e-05 , 0.000719861165 , 0.000162307746 }, { 0.021446154855 , 0.041163125887 , 0.139641094685 , 0.595000752143 , 0.000253201917 , 0.000335623179 , 0.000743454034 , 0.000103917297 , 0.000501415804 , 0.000191112816 , 0.00077765767 , 0.002836051489 , 0.004477350969 , 0.041970711738 , 2.2681286e-05 , 0.00020441423 , 0.000721601711 , 7.8905888e-05 , 9.9689348e-05 , 2.2705039e-05 , 0.024488853312 , 0.053799469206 , 0.155579038984 , 0.771244487908 , 0.000352012421 , 0.001036797718 , 0.002973816134 , 0.000415669188 , 0.001004256759 , 0.000279092169 }, { 0.012310701224 , 0.023145671701 , 0.080281694336 , 0.484466869923 , 0.00010893223 , 0.000122524487 , 0.000109514755 , 6.6728272e-05 , 0.000184951781 , 6.3980695e-05 , 0.000413107521 , 0.001143691328 , 0.002841752562 , 0.035398120396 , 7.554382e-06 , 2.5708783e-05 , 2.8864128e-05 , 1.2524294e-05 , 1.5873814e-05 , 3.496123e-06 , 0.016592262138 , 0.032495202678 , 0.108543879874 , 0.862428698502 , 0.000179709053 , 0.000394272537 , 0.000390680298 , 0.000166602234 , 0.000328447179 , 0.000100097263 }, { 0.016148142414 , 0.019605587013 , 0.104580998668 , 0.602104596382 , 0.000138163775 , 0.00012184142 , 8.833905e-05 , 3.6839206e-05 , 0.00022446588 , 8.0981929e-05 , 0.000353248991 , 0.000977465152 , 0.002476495202 , 0.026627683797 , 7.35444e-06 , 1.9123153e-05 , 3.1117001e-05 , 7.584937e-06 , 1.9136554e-05 , 3.24571e-06 , 0.018439704532 , 0.027739962486 , 0.120447721173 , 0.780739234036 , 0.000200210164 , 0.00028892444 , 0.000408728916 , 8.7749408e-05 , 0.000368124043 , 0.00011124127 }, { 0.012306261714 , 0.018062011584 , 0.07993632269 , 0.549556989799 , 9.5120459e-05 , 0.000114194747 , 0.000108171288 , 6.7956332e-05 , 0.000169577107 , 5.6536857e-05 , 0.000353543589 , 0.000962080284 , 0.002288077892 , 0.033538955276 , 3.061088e-06 , 2.3884689e-05 , 2.1517135e-05 , 1.0641445e-05 , 1.5200868e-05 , 3.436718e-06 , 0.014949891015 , 0.025683360613 , 0.096793642441 , 0.824460973431 , 0.000114445724 , 0.000358897775 , 0.000300085389 , 0.00015343089 , 0.000309371556 , 9.1523116e-05 }, { 0.016419681157 , 0.021414000842 , 0.105291205417 , 0.606570388062 , 0.000133040467 , 9.803918e-05 , 5.6798414e-05 , 2.5491555e-05 , 0.000284470976 , 8.1660548e-05 , 0.000310742466 , 0.001717224988 , 0.001971730046 , 0.022111837291 , 8.167423e-06 , 2.4793719e-05 , 2.7461917e-05 , 9.615092e-06 , 2.6983009e-05 , 3.567176e-06 , 0.018704753451 , 0.0340708384 , 0.120109967661 , 0.777061410739 , 0.000188415841 , 0.000274071845 , 0.000310195143 , 0.000104429172 , 0.000462350855 , 0.000108424628 }, { 0.02513116435 , 0.051636018504 , 0.158556919053 , 0.619080293113 , 0.000263699382 , 0.000182228538 , 4.8692397e-05 , 1.8143131e-05 , 0.000542423496 , 0.000199399661 , 0.000479258295 , 0.00293350231 , 0.00335450144 , 0.025158760797 , 2.7498326e-05 , 5.0470835e-05 , 4.8692397e-05 , 1.8143131e-05 , 7.8925838e-05 , 7.917114e-06 , 0.027486061156 , 0.067335330544 , 0.175574728002 , 0.742651049986 , 0.000397695463 , 0.000416093094 , 0.000210959506 , 7.8619211e-05 , 0.00095207742 , 0.000227180084 }, { 0.013991948221 , 0.014565388721 , 0.091530661276 , 0.623043104164 , 0.000108189108 , 0.000127972805 , 9.5248467e-05 , 6.7513062e-05 , 0.00020223335 , 6.065089e-05 , 0.000488858027 , 0.000704567229 , 0.003645170117 , 0.040867193027 , 5.264184e-06 , 4.2166991e-05 , 4.2396368e-05 , 1.5511566e-05 , 2.3195668e-05 , 4.626709e-06 , 0.015616696306 , 0.017432591226 , 0.104557317987 , 0.76802797746 , 0.000122047253 , 0.000295226285 , 0.000248873177 , 0.000133516063 , 0.000301151836 , 8.0979356e-05 }, { 0.011359644435 , 0.016479284436 , 0.072823688106 , 0.565713129218 , 5.8188041e-05 , 4.7289306e-05 , 2.3392926e-05 , 2.3563108e-05 , 0.000108349168 , 4.0396938e-05 , 0.000269100191 , 0.000841691507 , 0.001748619424 , 0.028725293137 , 2.856929e-06 , 6.572568e-06 , 7.807096e-06 , 5.382713e-06 , 1.0352735e-05 , 2.157056e-06 , 0.013607464214 , 0.024024017069 , 0.087785516918 , 0.815455124845 , 8.3743696e-05 , 0.000109980078 , 0.000103456437 , 7.0731868e-05 , 0.000209040149 , 5.9932406e-05 }, { 0.011215358643 , 0.009606781308 , 0.073407299029 , 0.609663576546 , 6.2855798e-05 , 7.3854126e-05 , 6.3034529e-05 , 5.0765935e-05 , 0.000111004603 , 3.9250564e-05 , 0.000383186101 , 0.000525021769 , 0.0029713998 , 0.039001617136 , 3.591851e-06 , 1.9360377e-05 , 2.174771e-05 , 8.642912e-06 , 1.2287744e-05 , 2.38861e-06 , 0.012772870031 , 0.012460091105 , 0.086109953383 , 0.783223964424 , 8.0109705e-05 , 0.000179496804 , 0.000158878928 , 9.2940024e-05 , 0.000175922188 , 5.0548904e-05 }, { 0.017420546421 , 0.02835375394 , 0.11090476341 , 0.61848988594 , 0.000144021948 , 8.2762718e-05 , 4.5910398e-05 , 3.4447921e-05 , 0.00029034244 , 8.9325666e-05 , 0.000491313848 , 0.001450351222 , 0.003301133059 , 0.035491338932 , 1.2593603e-05 , 1.318941e-05 , 2.0399581e-05 , 1.3110776e-05 , 4.8662603e-05 , 3.60811e-06 , 0.019416650698 , 0.033979138721 , 0.12371309919 , 0.765475746364 , 0.000188873806 , 0.000131863858 , 0.000137247291 , 9.5510565e-05 , 0.000499933389 , 0.000106398407 }, { 0.01250420285 , 0.023684026582 , 0.083186488425 , 0.566559067245 , 9.7952456e-05 , 0.000137167837 , 0.000140951778 , 6.3329402e-05 , 0.000198054877 , 6.086124e-05 , 0.000318194983 , 0.000888365993 , 0.002475900963 , 0.02799255865 , 4.821944e-06 , 3.6463425e-05 , 4.0771957e-05 , 9.373852e-06 , 1.5969948e-05 , 4.700686e-06 , 0.015015363258 , 0.031931296549 , 0.106724317312 , 0.811139211028 , 0.000144305725 , 0.000565613082 , 0.000604226473 , 0.000147229679 , 0.000362742281 , 0.000115324182 }, { 0.016204566863 , 0.013102583997 , 0.10528776592 , 0.669740856584 , 0.000154620073 , 0.000125396759 , 8.2364232e-05 , 7.851969e-05 , 0.000287801731 , 7.9537715e-05 , 0.000491167248 , 0.001214444257 , 0.003176238826 , 0.039104146938 , 1.6048869e-05 , 3.4002044e-05 , 1.3917004e-05 , 9.867659e-06 , 3.0804247e-05 , 7.38248e-06 , 0.016863289093 , 0.014958983009 , 0.109419750818 , 0.725193291598 , 0.000173782901 , 0.000165159628 , 0.00010226962 , 8.8711919e-05 , 0.000324570408 , 8.6124937e-05 }, { 0.016324654525 , 0.029132789774 , 0.110899010337 , 0.551921988799 , 0.000203700812 , 0.000405829196 , 0.000345076322 , 0.000150381231 , 0.000371235795 , 0.000139288471 , 0.000708449981 , 0.001652478164 , 0.004924556466 , 0.03892472353 , 1.3022557e-05 , 0.000106610572 , 8.0922828e-05 , 2.668838e-05 , 8.5239855e-05 , 1.3162646e-05 , 0.021313537563 , 0.037881203582 , 0.141332626347 , 0.811515444293 , 0.000299904774 , 0.001238357987 , 0.000981909386 , 0.00036809094 , 0.000948888413 , 0.000247299933 }, { 0.018206267349 , 0.030649631328 , 0.115580017296 , 0.634402295495 , 0.000131017515 , 7.5674326e-05 , 5.9705611e-05 , 3.5897415e-05 , 0.000244038031 , 9.1224507e-05 , 0.000438978701 , 0.001517832846 , 0.002947451416 , 0.029216954233 , 1.4941695e-05 , 1.4835452e-05 , 3.3209133e-05 , 1.4431405e-05 , 3.5140833e-05 , 3.454523e-06 , 0.019848211884 , 0.038376429141 , 0.125560464472 , 0.751270112427 , 0.000207657691 , 0.000147259888 , 0.000232447834 , 0.000112054666 , 0.000386339891 , 0.000106903467 }, { 0.011009156504 , 0.015153441073 , 0.07441267564 , 0.652479851468 , 7.0032069e-05 , 0.000103232457 , 0.000111647833 , 8.4672518e-05 , 9.4183046e-05 , 4.163882e-05 , 0.000299149331 , 0.001677311279 , 0.003343671041 , 0.038676146673 , 4.348905e-06 , 3.4871936e-05 , 1.2300283e-05 , 1.0622971e-05 , 1.761465e-05 , 5.988751e-06 , 0.011718123128 , 0.018859664965 , 0.081444702308 , 0.7481615258 , 8.0234271e-05 , 0.000162370649 , 0.000140179417 , 0.000106114435 , 0.00013320503 , 5.304569e-05 }, { 0.010386336869 , 0.011301629318 , 0.068144638998 , 0.610567035744 , 5.2685126e-05 , 5.9494009e-05 , 8.3157668e-05 , 4.3147109e-05 , 9.4710444e-05 , 3.1806413e-05 , 0.000476007884 , 0.001031936425 , 0.003143248213 , 0.052205155872 , 5.99963e-06 , 1.5191622e-05 , 2.8357323e-05 , 1.0665389e-05 , 1.2797351e-05 , 2.353529e-06 , 0.011893220779 , 0.01521394643 , 0.078078910695 , 0.783021527559 , 7.4674469e-05 , 0.000118150861 , 0.000192323035 , 8.3157668e-05 , 0.000130652416 , 4.1416983e-05 }, { 0.013891208266 , 0.022822628081 , 0.089855784249 , 0.629665096985 , 8.5266555e-05 , 8.1769999e-05 , 2.9473685e-05 , 2.8095966e-05 , 0.000160100451 , 5.573586e-05 , 0.000353551204 , 0.00105561781 , 0.00216539423 , 0.032077099252 , 4.625335e-06 , 1.7273746e-05 , 1.0651193e-05 , 8.177e-06 , 1.9810649e-05 , 2.748787e-06 , 0.015306933322 , 0.027658896896 , 0.097770542447 , 0.763636394216 , 0.000105941841 , 0.000167796674 , 8.7309379e-05 , 6.5997492e-05 , 0.000239628093 , 6.8847945e-05 }, { 0.007925414861 , 0.004572863049 , 0.054098996384 , 0.440986118736 , 5.2160596e-05 , 0.000122295451 , 0.000132207727 , 6.4804254e-05 , 0.000106567974 , 3.4675342e-05 , 0.000482397403 , 0.000398825907 , 0.003783845928 , 0.067579690923 , 2.819051e-06 , 2.1604355e-05 , 2.3670514e-05 , 6.991458e-06 , 1.3229584e-05 , 2.728299e-06 , 0.011181046647 , 0.007634654783 , 0.081324712806 , 0.889461512215 , 7.1456492e-05 , 0.000293227133 , 0.000313624394 , 0.000116920795 , 0.000202695018 , 5.2380869e-05 }, { 0.021607044058 , 0.047962387286 , 0.137221280331 , 0.614996055916 , 0.000238328093 , 0.000177444853 , 4.9583201e-05 , 3.4333856e-05 , 0.000391962965 , 0.000157492865 , 0.000536694776 , 0.004590783476 , 0.003789507991 , 0.032416273177 , 2.4015436e-05 , 4.0063774e-05 , 3.9127811e-05 , 2.130571e-05 , 5.2025836e-05 , 9.672377e-06 , 0.02376432421 , 0.072046308555 , 0.153018506414 , 0.754933911252 , 0.000353383034 , 0.000379863934 , 0.000214860537 , 0.000148772431 , 0.000657000241 , 0.000210272037 }, { 0.014018671469 , 0.019862445681 , 0.091520529457 , 0.569049488805 , 0.000123262123 , 0.000131032533 , 0.000130500313 , 7.8129877e-05 , 0.000226512778 , 7.2137082e-05 , 0.000305600651 , 0.000951289802 , 0.0020192422 , 0.025812663867 , 6.95292e-06 , 2.4865312e-05 , 3.0921975e-05 , 1.2932943e-05 , 1.8553185e-05 , 3.877754e-06 , 0.016679770837 , 0.029751090932 , 0.109424406003 , 0.808335543956 , 0.000190108939 , 0.000443445599 , 0.000532858537 , 0.000222255019 , 0.000415131501 , 0.000125497446 }, { 0.008633159613 , 0.009713444105 , 0.056338887441 , 0.515072352814 , 4.1064485e-05 , 4.6903491e-05 , 4.9228154e-05 , 3.6241949e-05 , 7.2110129e-05 , 2.4892125e-05 , 0.000359547851 , 0.000363513453 , 0.0025006079 , 0.043781149989 , 2.025647e-06 , 7.530084e-06 , 1.0342471e-05 , 6.244683e-06 , 6.317613e-06 , 7.73976e-07 , 0.011331591762 , 0.012115595697 , 0.075619914453 , 0.850553106505 , 5.4378878e-05 , 0.000106478674 , 0.000122477824 , 8.1545526e-05 , 0.000116278723 , 3.0033732e-05 }, { 0.01494386853 , 0.024608948832 , 0.101875170752 , 0.629427470574 , 0.000123099165 , 0.0002495724 , 0.000231613636 , 8.7344898e-05 , 0.000225192017 , 8.3611652e-05 , 0.000230851749 , 0.001272351224 , 0.002243212894 , 0.020908355023 , 6.997388e-06 , 6.4608014e-05 , 5.9873431e-05 , 1.7719314e-05 , 2.1343719e-05 , 8.808502e-06 , 0.016358801457 , 0.034840002305 , 0.118419001899 , 0.759383617879 , 0.000179696482 , 0.000840796682 , 0.000755683024 , 0.000240320916 , 0.000391392216 , 0.000155751463 }, { 0.009751147532 , 0.009202155312 , 0.064676512049 , 0.562586313381 , 5.7461186e-05 , 8.8152465e-05 , 0.000103210537 , 5.2755538e-05 , 9.9707444e-05 , 3.162718e-05 , 0.000328820197 , 0.000346806228 , 0.002244593906 , 0.037415126938 , 3.290816e-06 , 2.0882618e-05 , 2.9039074e-05 , 8.862303e-06 , 1.2694792e-05 , 1.848274e-06 , 0.011931430921 , 0.011147156321 , 0.078741169884 , 0.819305532591 , 8.778647e-05 , 0.000266130514 , 0.000384033129 , 0.000124333667 , 0.000198630614 , 4.8023748e-05 }, { 0.012823065226 , 0.020770242321 , 0.084503826318 , 0.579814241563 , 0.000101682222 , 0.000128317412 , 0.000109924382 , 7.8335221e-05 , 0.000169441451 , 5.7729821e-05 , 0.000310339001 , 0.001111390159 , 0.002125609594 , 0.030574074327 , 5.815494e-06 , 2.0041462e-05 , 2.0084842e-05 , 1.0272334e-05 , 1.6484319e-05 , 2.797129e-06 , 0.01501808248 , 0.028969022184 , 0.099426473265 , 0.802612830869 , 0.00014297978 , 0.000296370709 , 0.000262360956 , 0.000140029954 , 0.000288128549 , 7.7311458e-05 }, { 0.009711167199 , 0.01255507894 , 0.062290346915 , 0.54938043673 , 4.6099962e-05 , 6.157554e-05 , 7.4952647e-05 , 4.2229792e-05 , 9.9715613e-05 , 2.8740358e-05 , 0.000280561849 , 0.000338818641 , 0.001559811556 , 0.029434741801 , 1.976953e-06 , 9.404821e-06 , 1.8942392e-05 , 6.126919e-06 , 1.0027725e-05 , 1.703794e-06 , 0.012539761641 , 0.015526634834 , 0.07806716429 , 0.828665844621 , 6.3771019e-05 , 0.000163690862 , 0.000293836841 , 9.9868786e-05 , 0.000201984109 , 4.7422356e-05 }, }, _y{ 1 , 0 , 1 , 0 , 1 , 1 , 0 , 1 , 0 , 1 , 1 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 }, _tp(0), _tn(0), _fp(0), _fn(0) {} template<class Classifier> void test(Classifier clf) { for (uint16_t i = 0; i < 30; i++) { int predicted = clf.predict(_x[i]); int actual = _y[i]; if (predicted > 0 && predicted == actual) _tp++; else if (predicted > 0 && predicted != actual) _fp++; else if (predicted <= 0 && predicted == actual) _tn++; else _fn++; } } String dump() { return String("Support:\t") + support() + "\nTP:\t" + _tp + "\nTN:\t" + _tn + "\nFP:\t" + _fp + "\nFN:\t" + _fn + "\nAccuracy:\t" + accuracy() + "\nPrecision:\t" + precision() + "\nRecall:\t" + recall() + "\nSpecificity:\t" + specificity() ; } float accuracy() { return (1.0f * _tp + _tn) / support(); } float precision() { return (1.0f * _tp) / (_tp + _fp); } float recall() { return (1.0f * _tp) / (_tp + _fn); } float specificity() { return (1.0f * _tn) / (_tn + _fp); } uint16_t support() { return _tp + _tn + _fp + _fn; } protected: float _x[30][30]; int _y[30]; uint16_t _tp, _fp, _tn, _fn; }; } } }

20,423

C++

.h

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174.417476

599

0.570205

eloquentarduino/EloquentMicroML

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11

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,697

IrisTest.h

eloquentarduino_EloquentMicroML/examples/OnboardSEFRExample/IrisTest.h

#pragma once namespace Eloquent { namespace ML { namespace Test { /** * A tailor made test set */ class TestSet { public: TestSet() : _x{ { 0.726348457434 , 0.380468239608 , 0.541879007927 , 0.184469449507 }, { 0.759117071609 , 0.393114197798 , 0.488003831749 , 0.176223605909 }, { 0.769230769231 , 0.307692307692 , 0.538461538462 , 0.153846153846 }, { 0.765783108489 , 0.603790527847 , 0.220898973603 , 0.01472659824 }, { 0.825122952481 , 0.528078689588 , 0.198029508595 , 0.033004918099 }, { 0.786090375542 , 0.571702091303 , 0.232253974592 , 0.035731380706 }, { 0.803735188074 , 0.55070744368 , 0.223259774465 , 0.029767969929 }, { 0.755192851801 , 0.339289542114 , 0.536296373018 , 0.164172359087 }, { 0.753849162023 , 0.31524601321 , 0.548253936017 , 0.178182529206 }, { 0.770118538251 , 0.353497033951 , 0.504995762788 , 0.164123622906 }, { 0.817689418059 , 0.517313713466 , 0.250313087161 , 0.033375078288 }, { 0.743148202166 , 0.365055257204 , 0.534545198049 , 0.169489940845 }, { 0.80218491852 , 0.545485744593 , 0.240655475556 , 0.032087396741 }, { 0.806423656152 , 0.531506500645 , 0.256589345139 , 0.036655620734 }, { 0.803274123688 , 0.551266555472 , 0.220506622189 , 0.04725141904 }, { 0.812283631381 , 0.536107196711 , 0.227439416787 , 0.032491345255 }, { 0.803772773015 , 0.551608765795 , 0.220643506318 , 0.031520500903 }, { 0.802512599037 , 0.559892510956 , 0.205293920684 , 0.018663083699 }, { 0.759165471524 , 0.371836149318 , 0.511274705312 , 0.154931728882 }, { 0.822105846519 , 0.513816154074 , 0.239780871901 , 0.051381615407 }, { 0.773811110254 , 0.597327874582 , 0.203634502699 , 0.054302534053 }, { 0.761851879395 , 0.340112446158 , 0.530575416007 , 0.14964947631 }, { 0.778674472842 , 0.594624142898 , 0.198208047633 , 0.028315435376 }, { 0.775770745958 , 0.607124931619 , 0.168645814339 , 0.033729162868 }, { 0.805977915082 , 0.521515121524 , 0.268659305027 , 0.079017442655 }, { 0.764672694551 , 0.314865227168 , 0.53976896086 , 0.157432613584 }, { 0.807795684898 , 0.538530456599 , 0.237586966146 , 0.031678262153 }, { 0.798370248271 , 0.557352814831 , 0.22595384385 , 0.03012717918 }, { 0.772429247764 , 0.337060035388 , 0.519634221223 , 0.140441681412 }, { 0.802124132514 , 0.546902817623 , 0.23699122097 , 0.036460187842 }, }, _y{ 1 , 1 , 1 , 0 , 0 , 0 , 0 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 0 }, _tp(0), _tn(0), _fp(0), _fn(0) {} template<class Classifier> void test(Classifier clf) { for (uint16_t i = 0; i < 30; i++) { int predicted = clf.predict(_x[i]); int actual = _y[i]; if (predicted > 0 && predicted == actual) _tp++; else if (predicted > 0 && predicted != actual) _fp++; else if (predicted <= 0 && predicted == actual) _tn++; else _fn++; } } String dump() { return String("Support:\t") + support() + "\nTP:\t" + _tp + "\nTN:\t" + _tn + "\nFP:\t" + _fp + "\nFN:\t" + _fn + "\nAccuracy:\t" + accuracy() + "\nPrecision:\t" + precision() + "\nRecall:\t" + recall() + "\nSpecificity:\t" + specificity() ; } float accuracy() { return (1.0f * _tp + _tn) / support(); } float precision() { return (1.0f * _tp) / (_tp + _fp); } float recall() { return (1.0f * _tp) / (_tp + _fn); } float specificity() { return (1.0f * _tn) / (_tn + _fp); } uint16_t support() { return _tp + _tn + _fp + _fn; } protected: float _x[30][4]; int _y[30]; uint16_t _tp, _fp, _tn, _fn; }; } } }

6,057

C++

.h

103

34.941748

211

0.371174

eloquentarduino/EloquentMicroML

34

11

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,698

MNIST.h

eloquentarduino_EloquentMicroML/examples/PrincipalFFTExample/MNIST.h

#define SAMPLES 35 float X[][64] = { {0.0, 0.0, 5.0, 13.0, 9.0, 1.0, 0.0, 0.0, 0.0, 0.0, 13.0, 15.0, 10.0, 15.0, 5.0, 0.0, 0.0, 3.0, 15.0, 2.0, 0.0, 11.0, 8.0, 0.0, 0.0, 4.0, 12.0, 0.0, 0.0, 8.0, 8.0, 0.0, 0.0, 5.0, 8.0, 0.0, 0.0, 9.0, 8.0, 0.0, 0.0, 4.0, 11.0, 0.0, 1.0, 12.0, 7.0, 0.0, 0.0, 2.0, 14.0, 5.0, 10.0, 12.0, 0.0, 0.0, 0.0, 0.0, 6.0, 13.0, 10.0, 0.0, 0.0, 0.0}, {0,0,0,13,9,0,0,0,0,0,0,14,15,1,0,0,0,0,0,13,16,0,0,0,0,0,0,11,16,0,0,0,0,0,0,10,16,2,0,0,0,0,0,14,16,1,0,0,0,0,0,15,16,1,0,0,0,0,0,12,15,0,0,0}, {0,0,2,16,10,0,0,0,0,0,3,16,16,1,0,0,0,0,5,16,14,0,0,0,0,0,3,16,13,0,0,0,0,0,1,16,15,0,0,0,0,0,1,16,16,0,0,0,0,0,2,16,15,2,0,0,0,0,0,15,16,11,0,0}, {0,0,8,16,8,0,0,0,0,0,10,16,16,3,0,0,0,0,2,4,14,4,0,0,0,0,0,8,14,0,0,0,0,0,5,16,8,0,0,0,0,2,15,14,7,6,3,0,0,5,16,15,16,15,3,0,0,0,10,13,8,2,0,0}, {0,0,0,11,5,3,11,0,0,0,7,14,2,12,9,0,0,2,15,6,3,16,5,0,0,7,16,8,13,16,13,0,0,7,16,16,16,7,1,0,0,0,4,10,13,0,0,0,0,0,0,12,6,0,0,0,0,0,0,12,0,0,0,0}, {0,0,4,16,16,4,0,0,0,0,12,11,7,11,0,0,0,0,9,2,5,12,0,0,0,0,0,0,7,11,0,0,0,0,0,0,13,6,0,0,0,0,0,2,16,1,0,0,0,0,1,15,15,10,1,0,0,0,5,16,8,11,11,0}, {0,0,3,10,12,12,2,0,0,1,13,12,6,13,8,0,0,8,16,8,8,14,1,0,0,5,14,16,16,3,0,0,0,0,12,16,15,2,0,0,0,3,16,2,15,10,0,0,0,4,16,8,12,12,0,0,0,0,9,16,15,3,0,0}, {0,0,13,14,10,2,0,0,0,0,6,16,16,16,0,0,0,0,0,16,16,16,4,0,0,0,4,16,16,14,2,0,0,0,8,16,16,7,0,0,0,3,15,16,16,4,0,0,0,1,16,16,14,1,0,0,0,0,14,16,13,3,0,0}, {0,0,0,0,3,15,6,0,0,0,0,0,11,16,7,0,0,0,0,9,16,16,4,0,0,0,10,16,16,16,4,0,0,4,16,7,8,16,4,0,0,1,4,0,10,16,2,0,0,0,0,0,7,16,1,0,0,0,0,0,3,16,1,0}, {0,1,7,15,16,16,14,0,0,10,16,11,6,3,1,0,0,7,16,16,12,0,0,0,0,8,16,12,16,4,0,0,0,1,4,0,13,8,0,0,0,0,0,0,15,8,0,0,0,0,0,7,16,2,0,0,0,0,13,15,5,0,0,0}, {0,0,0,13,8,0,0,0,0,0,2,15,1,0,0,0,0,0,11,10,0,8,2,0,0,4,16,5,11,16,8,0,0,7,16,16,16,16,3,0,0,2,13,9,16,12,0,0,0,0,0,7,16,6,0,0,0,0,0,13,15,1,0,0}, {0,0,7,16,13,2,0,0,0,0,14,15,13,9,0,0,0,0,14,8,9,10,0,0,0,0,1,2,9,12,0,0,0,0,0,0,13,8,0,0,0,0,0,5,16,4,0,0,0,0,6,15,16,5,5,5,0,0,6,16,16,16,16,13}, {0,0,4,12,13,2,0,0,0,0,5,16,16,5,0,0,0,0,5,16,16,6,0,0,0,0,9,16,15,0,0,0,0,0,10,16,14,0,0,0,0,0,12,16,12,0,0,0,0,0,5,16,11,0,0,0,0,0,6,16,13,0,0,0}, {0,0,0,14,8,0,0,0,0,0,3,16,3,0,0,0,0,0,12,9,9,7,0,0,0,6,15,1,14,11,6,0,0,13,14,8,16,16,7,0,0,8,16,16,16,3,0,0,0,0,1,11,14,0,0,0,0,0,0,14,14,0,0,0}, {0,0,3,13,13,3,0,0,0,2,14,12,12,11,0,0,0,4,16,8,5,15,3,0,0,1,13,14,16,7,0,0,0,0,11,16,13,1,0,0,0,1,16,12,13,14,1,0,0,0,13,13,9,16,7,0,0,0,3,13,16,10,1,0}, {0,0,3,11,16,15,0,0,0,0,15,16,5,13,0,0,0,2,16,9,0,12,0,0,0,1,9,15,10,10,0,0,0,0,0,6,16,12,1,0,0,0,2,14,2,16,5,0,0,0,8,10,1,14,4,0,0,0,3,15,16,9,0,0}, {0,1,13,16,15,5,0,0,0,4,16,7,14,12,0,0,0,3,12,2,11,10,0,0,0,0,0,0,14,8,0,0,0,0,0,3,16,4,0,0,0,0,1,11,13,0,0,0,0,0,9,16,14,16,7,0,0,1,16,16,15,12,5,0}, {0,7,16,16,16,11,2,0,0,5,16,12,8,6,1,0,0,9,16,1,0,0,0,0,0,2,16,15,3,0,0,0,0,0,5,16,14,1,0,0,0,0,0,2,16,10,0,0,0,1,7,13,16,3,0,0,0,4,15,16,6,0,0,0}, {0,0,1,14,6,0,0,0,0,0,7,15,1,0,0,0,0,0,13,7,0,0,0,0,0,0,13,5,0,0,0,0,0,0,14,7,5,4,1,0,0,0,10,16,13,14,14,0,0,0,9,14,1,4,16,3,0,0,1,12,13,16,9,1}, {0,0,13,10,1,0,0,0,0,5,16,14,7,0,0,0,0,4,16,8,14,0,0,0,0,2,14,16,16,6,0,0,0,0,1,4,9,13,1,0,0,0,0,0,0,13,6,0,0,0,5,8,5,9,14,0,0,0,13,13,15,16,13,0}, {0,0,15,13,0,3,3,0,0,0,15,15,8,15,5,0,0,0,8,16,16,7,0,0,0,0,7,16,16,1,0,0,0,0,12,12,15,10,0,0,0,3,16,0,10,15,1,0,0,2,16,5,7,15,3,0,0,1,12,16,15,7,0,0}, {0,0,1,14,14,2,0,0,0,0,1,14,16,3,0,0,0,0,0,10,16,2,0,0,0,0,0,11,16,5,0,0,0,0,0,15,16,5,0,0,0,0,0,15,16,5,0,0,0,0,0,10,16,12,1,0,0,0,0,14,16,11,0,0}, {0,0,4,13,16,16,7,0,0,0,15,10,7,16,1,0,0,7,12,0,12,7,0,0,0,9,5,3,16,2,0,0,0,2,11,16,16,12,7,0,0,5,10,16,12,8,3,0,0,0,3,15,2,0,0,0,0,0,6,14,0,0,0,0}, {0,0,0,2,15,2,0,0,0,0,0,12,12,0,0,0,0,0,5,16,2,0,0,0,0,0,11,10,0,3,8,0,0,5,16,1,2,15,5,0,0,9,13,7,14,16,2,0,0,5,15,14,16,10,0,0,0,0,0,2,16,5,0,0}, {0,0,8,13,14,5,0,0,0,5,13,4,11,9,0,0,0,4,13,1,12,14,0,0,0,0,8,14,11,12,4,0,0,0,0,0,0,7,8,0,0,0,0,0,0,4,8,0,0,0,2,2,0,11,7,0,0,0,8,16,16,13,2,0}, {0,0,0,6,16,2,0,0,0,0,2,15,15,0,0,0,0,0,15,16,3,2,3,0,0,7,16,7,3,15,11,0,0,7,16,14,14,16,5,0,0,1,7,12,16,10,0,0,0,0,0,7,16,4,0,0,0,0,0,10,15,0,0,0}, {0,0,10,16,14,6,0,0,0,0,16,8,6,16,3,0,0,0,9,5,0,13,6,0,0,0,0,0,0,14,8,0,0,0,0,0,4,16,2,0,0,0,0,0,13,11,0,0,0,0,2,9,16,10,6,1,0,0,12,16,14,13,16,8}, {0,0,0,3,13,7,0,0,0,0,1,14,11,0,0,0,0,0,12,12,1,2,3,0,0,7,16,4,1,15,10,0,0,10,14,0,7,16,8,0,0,15,16,16,16,16,1,0,0,4,11,11,15,11,0,0,0,0,0,2,15,4,0,0}, {0,0,3,16,4,0,0,0,0,0,12,13,2,5,0,0,0,2,16,6,10,15,1,0,0,9,15,3,16,11,7,0,0,12,16,16,15,11,5,0,0,3,9,16,3,0,0,0,0,0,2,16,3,0,0,0,0,0,6,14,0,0,0,0}, {0,0,0,10,15,1,0,0,0,0,5,16,16,10,0,0,0,0,14,6,6,15,0,0,0,4,16,4,0,15,3,0,0,5,15,5,0,11,5,0,0,0,12,11,0,13,5,0,0,0,8,16,16,16,3,0,0,0,1,8,13,8,0,0}, {0,5,16,13,1,0,0,0,0,9,14,14,4,0,0,0,0,9,7,12,4,0,0,0,0,0,0,13,4,0,0,0,0,0,2,16,1,0,0,0,0,0,7,13,0,0,0,0,0,1,15,16,16,16,11,0,0,5,16,14,10,8,6,0}, {0,0,0,8,7,0,0,0,0,0,4,16,11,0,0,0,0,0,9,16,1,0,0,0,0,0,11,14,11,13,2,0,0,0,13,16,14,14,10,0,0,0,10,15,1,5,13,0,0,0,6,16,8,14,12,0,0,0,0,5,14,16,4,0}, {0,0,0,11,16,8,0,0,0,0,6,16,13,3,0,0,0,0,8,16,8,0,0,0,0,0,13,16,2,0,0,0,0,0,15,16,5,0,0,0,0,2,16,16,16,5,0,0,0,1,10,16,16,14,0,0,0,0,0,12,16,15,0,0}, {0,0,1,12,16,16,12,0,0,0,7,16,11,12,9,0,0,0,6,7,0,14,4,0,0,0,0,0,6,16,3,0,0,0,0,10,16,16,9,0,0,0,0,8,15,5,0,0,0,0,0,8,10,0,0,0,0,0,0,16,5,0,0,0}, {0,0,3,15,16,16,12,0,0,0,12,12,7,16,6,0,0,4,12,0,9,13,0,0,0,0,1,1,13,7,0,0,0,0,8,13,16,16,6,0,0,0,12,15,12,6,1,0,0,0,0,15,5,0,0,0,0,0,3,16,2,0,0,0} }; int y[] = {0, 1, 1, 2, 4, 2, 8, 1, 1, 5, 4, 2, 1, 4, 8, 8, 2, 5, 6, 9, 8, 1, 7, 4, 9, 4, 2, 4, 4, 0, 2, 6, 6, 7, 7};

5,553

C++

.h

39

141.333333

336

0.541546

eloquentarduino/EloquentMicroML

34

11

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,699

RandomForest.h

eloquentarduino_EloquentMicroML/examples/PrincipalFFTExample/RandomForest.h

#pragma once namespace Eloquent { namespace ML { namespace Port { class RandomForest { public: /** * Predict class for features vector */ int predict(float *x) { uint8_t votes[10] = { 0 }; // tree #1 if (x[1] <= 223.28783416748047) { if (x[2] <= 87.58186721801758) { if (x[6] <= 58.685441970825195) { if (x[8] <= 75.0628662109375) { if (x[9] <= 52.431705474853516) { if (x[2] <= 46.5067138671875) { if (x[3] <= 96.94797897338867) { if (x[1] <= 177.89048767089844) { if (x[6] <= 35.63189125061035) { if (x[3] <= 62.76023864746094) { votes[3] += 1; } else { votes[6] += 1; } } else { if (x[9] <= 28.41520118713379) { votes[6] += 1; } else { votes[9] += 1; } } } else { if (x[3] <= 53.712080001831055) { if (x[0] <= 336.5) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[1] <= 190.32779693603516) { votes[5] += 1; } else { votes[3] += 1; } } } } else { if (x[1] <= 190.53752899169922) { votes[1] += 1; } else { if (x[9] <= 17.947590827941895) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[6] <= 33.88105010986328) { if (x[8] <= 49.51073455810547) { if (x[9] <= 34.3795108795166) { if (x[9] <= 26.518803596496582) { votes[6] += 1; } else { votes[6] += 1; } } else { if (x[8] <= 37.19662094116211) { votes[2] += 1; } else { votes[9] += 1; } } } else { if (x[3] <= 68.65484237670898) { if (x[9] <= 45.42781448364258) { votes[8] += 1; } else { votes[2] += 1; } } else { if (x[2] <= 72.26997375488281) { votes[3] += 1; } else { votes[0] += 1; } } } } else { if (x[9] <= 39.69325065612793) { if (x[4] <= 83.30157089233398) { if (x[3] <= 62.273515701293945) { votes[7] += 1; } else { votes[0] += 1; } } else { if (x[4] <= 90.0771598815918) { votes[2] += 1; } else { votes[4] += 1; } } } else { if (x[0] <= 309.5) { if (x[9] <= 45.91059875488281) { votes[9] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 322.5) { votes[0] += 1; } else { votes[2] += 1; } } } } } } else { if (x[9] <= 59.647037506103516) { if (x[4] <= 52.94841384887695) { if (x[6] <= 29.158957481384277) { if (x[7] <= 35.58344078063965) { votes[5] += 1; } else { votes[3] += 1; } } else { if (x[3] <= 45.63078498840332) { votes[5] += 1; } else { votes[9] += 1; } } } else { if (x[6] <= 38.46846580505371) { if (x[8] <= 52.11693572998047) { if (x[7] <= 20.70157241821289) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[5] += 1; } } else { if (x[6] <= 45.51913833618164) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[4] <= 58.21575164794922) { if (x[5] <= 65.17300796508789) { if (x[2] <= 51.632713317871094) { if (x[8] <= 40.4521427154541) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[9] <= 67.41489028930664) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[0] <= 325.0) { votes[5] += 1; } else { if (x[2] <= 57.576059341430664) { votes[5] += 1; } else { votes[5] += 1; } } } } else { if (x[6] <= 26.806246757507324) { votes[5] += 1; } else { if (x[3] <= 56.99905204772949) { if (x[5] <= 47.659603118896484) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[2] += 1; } } } } } } else { if (x[2] <= 45.80496597290039) { if (x[7] <= 56.64643669128418) { if (x[3] <= 36.147125244140625) { votes[8] += 1; } else { votes[0] += 1; } } else { if (x[7] <= 69.04887771606445) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[3] <= 52.98104476928711) { if (x[2] <= 69.40850830078125) { votes[2] += 1; } else { votes[0] += 1; } } else { if (x[7] <= 19.826005935668945) { votes[0] += 1; } else { votes[0] += 1; } } } } } else { if (x[7] <= 70.30179595947266) { if (x[2] <= 38.35845184326172) { if (x[6] <= 66.33319091796875) { votes[1] += 1; } else { if (x[1] <= 189.9428253173828) { votes[5] += 1; } else { votes[7] += 1; } } } else { if (x[4] <= 15.922025680541992) { votes[7] += 1; } else { if (x[6] <= 60.65969467163086) { votes[7] += 1; } else { if (x[9] <= 77.82524490356445) { if (x[0] <= 348.0) { if (x[6] <= 65.74383926391602) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[5] += 1; } } } } } else { if (x[4] <= 60.07324409484863) { votes[9] += 1; } else { if (x[7] <= 83.79731750488281) { votes[5] += 1; } else { votes[1] += 1; } } } } } else { if (x[2] <= 106.17152786254883) { if (x[3] <= 54.75412178039551) { if (x[9] <= 23.04866123199463) { if (x[3] <= 33.50066566467285) { votes[4] += 1; } else { if (x[4] <= 90.41501998901367) { votes[6] += 1; } else { votes[4] += 1; } } } else { if (x[6] <= 65.57201194763184) { if (x[4] <= 41.301164627075195) { votes[0] += 1; } else { if (x[0] <= 302.0) { if (x[7] <= 33.57986831665039) { votes[9] += 1; } else { votes[4] += 1; } } else { if (x[5] <= 45.59942817687988) { if (x[7] <= 45.0012321472168) { votes[9] += 1; } else { votes[4] += 1; } } else { votes[2] += 1; } } } } else { votes[7] += 1; } } } else { if (x[1] <= 179.5436248779297) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[4] <= 67.40257263183594) { votes[0] += 1; } else { if (x[1] <= 146.29507446289062) { votes[4] += 1; } else { if (x[4] <= 102.58813858032227) { if (x[4] <= 74.20237350463867) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } } } } } else { if (x[2] <= 25.260117530822754) { if (x[3] <= 53.14567565917969) { if (x[4] <= 38.36591148376465) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[2] <= 23.870956420898438) { if (x[3] <= 82.0844841003418) { if (x[3] <= 73.51693725585938) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } else { votes[1] += 1; } } } else { if (x[5] <= 29.65248966217041) { if (x[8] <= 32.74325084686279) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[3] <= 80.92230224609375) { if (x[9] <= 40.21367835998535) { if (x[3] <= 65.01326179504395) { if (x[0] <= 352.0) { votes[2] += 1; } else { votes[8] += 1; } } else { votes[1] += 1; } } else { votes[5] += 1; } } else { if (x[9] <= 27.752894401550293) { votes[1] += 1; } else { votes[1] += 1; } } } } } // tree #2 if (x[4] <= 73.63254928588867) { if (x[8] <= 61.70101356506348) { if (x[1] <= 223.28783416748047) { if (x[6] <= 59.47696304321289) { if (x[2] <= 46.38563537597656) { if (x[4] <= 38.66758155822754) { if (x[1] <= 180.00955200195312) { if (x[9] <= 61.24723434448242) { if (x[9] <= 36.41851806640625) { votes[9] += 1; } else { votes[9] += 1; } } else { votes[5] += 1; } } else { if (x[3] <= 116.60122299194336) { if (x[6] <= 34.66944694519043) { if (x[5] <= 46.38277626037598) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[9] += 1; } } else { votes[1] += 1; } } } else { if (x[3] <= 79.93517303466797) { if (x[9] <= 60.83746528625488) { if (x[6] <= 36.709157943725586) { if (x[1] <= 137.8350830078125) { votes[9] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 202.951416015625) { votes[9] += 1; } else { votes[2] += 1; } } } else { if (x[1] <= 163.1903533935547) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 101.84577560424805) { if (x[5] <= 49.81400108337402) { votes[5] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } else { if (x[9] <= 33.21067810058594) { if (x[2] <= 106.76327896118164) { if (x[3] <= 43.24769973754883) { if (x[6] <= 40.6343994140625) { if (x[7] <= 47.98444175720215) { votes[8] += 1; } else { votes[6] += 1; } } else { votes[7] += 1; } } else { if (x[6] <= 32.415639877319336) { if (x[3] <= 94.3943862915039) { votes[6] += 1; } else { votes[1] += 1; } } else { if (x[3] <= 66.81564712524414) { votes[0] += 1; } else { votes[3] += 1; } } } } else { votes[4] += 1; } } else { if (x[5] <= 65.1471061706543) { if (x[4] <= 53.320730209350586) { if (x[2] <= 72.53239440917969) { if (x[8] <= 27.83293342590332) { votes[9] += 1; } else { votes[5] += 1; } } else { votes[7] += 1; } } else { if (x[6] <= 25.35481071472168) { if (x[1] <= 193.99195098876953) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 43.31408500671387) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[8] <= 22.0498628616333) { if (x[1] <= 155.8746566772461) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[3] <= 56.15599250793457) { if (x[0] <= 336.0) { votes[5] += 1; } else { votes[2] += 1; } } else { votes[6] += 1; } } } } } } else { if (x[2] <= 35.475990295410156) { if (x[7] <= 58.7335262298584) { votes[5] += 1; } else { if (x[9] <= 46.114688873291016) { votes[1] += 1; } else { votes[9] += 1; } } } else { if (x[1] <= 162.3843994140625) { votes[5] += 1; } else { if (x[8] <= 31.399094581604004) { if (x[2] <= 80.72598648071289) { votes[7] += 1; } else { votes[7] += 1; } } else { if (x[1] <= 171.9009552001953) { votes[7] += 1; } else { if (x[9] <= 66.57540512084961) { votes[7] += 1; } else { votes[7] += 1; } } } } } } } else { if (x[9] <= 32.217044830322266) { if (x[3] <= 64.82080459594727) { if (x[2] <= 11.461406230926514) { votes[1] += 1; } else { if (x[9] <= 20.423280715942383) { votes[8] += 1; } else { votes[8] += 1; } } } else { if (x[3] <= 83.28524398803711) { if (x[1] <= 240.75609588623047) { votes[3] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } else { if (x[1] <= 238.338623046875) { if (x[7] <= 45.589393615722656) { if (x[8] <= 28.229961395263672) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[3] += 1; } } else { votes[8] += 1; } } } } else { if (x[4] <= 34.43846893310547) { if (x[5] <= 28.38093662261963) { votes[8] += 1; } else { if (x[6] <= 64.40675163269043) { if (x[7] <= 64.85346603393555) { if (x[3] <= 43.06830406188965) { votes[0] += 1; } else { if (x[5] <= 49.83561325073242) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[7] <= 70.52228546142578) { votes[3] += 1; } else { votes[9] += 1; } } } else { votes[7] += 1; } } } else { if (x[7] <= 71.57150650024414) { if (x[6] <= 49.17559242248535) { if (x[3] <= 54.027482986450195) { if (x[1] <= 190.75579833984375) { if (x[5] <= 59.25582504272461) { if (x[7] <= 48.69157600402832) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[2] <= 38.09588050842285) { votes[3] += 1; } else { votes[8] += 1; } } } else { if (x[5] <= 70.10552215576172) { if (x[7] <= 38.6533260345459) { votes[5] += 1; } else { votes[3] += 1; } } else { votes[0] += 1; } } } else { if (x[6] <= 68.81138229370117) { if (x[7] <= 55.02538871765137) { votes[0] += 1; } else { votes[1] += 1; } } else { votes[7] += 1; } } } else { if (x[3] <= 51.64277267456055) { votes[9] += 1; } else { votes[1] += 1; } } } } } else { if (x[3] <= 73.68502426147461) { if (x[2] <= 101.96065902709961) { if (x[9] <= 35.221435546875) { if (x[1] <= 155.71729278564453) { votes[6] += 1; } else { if (x[0] <= 337.5) { if (x[2] <= 81.61886215209961) { if (x[5] <= 29.43798065185547) { if (x[8] <= 42.903533935546875) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[4] <= 93.21784210205078) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[7] <= 52.08280372619629) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[1] <= 203.1348876953125) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[9] <= 46.41568374633789) { if (x[4] <= 87.62631225585938) { if (x[0] <= 304.5) { votes[9] += 1; } else { if (x[2] <= 63.182586669921875) { votes[2] += 1; } else { votes[2] += 1; } } } else { if (x[6] <= 28.106727600097656) { votes[9] += 1; } else { votes[9] += 1; } } } else { if (x[2] <= 68.55035400390625) { if (x[8] <= 55.526784896850586) { if (x[6] <= 36.50175666809082) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 47.179012298583984) { votes[5] += 1; } else { votes[2] += 1; } } } else { votes[2] += 1; } } } } else { if (x[0] <= 296.5) { if (x[3] <= 26.888652801513672) { votes[4] += 1; } else { if (x[1] <= 149.53009033203125) { votes[7] += 1; } else { votes[4] += 1; } } } else { if (x[8] <= 37.72442817687988) { if (x[6] <= 32.4993896484375) { votes[2] += 1; } else { if (x[5] <= 27.153637886047363) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } } } else { if (x[2] <= 29.25847816467285) { if (x[7] <= 66.6197452545166) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[8] <= 39.94021224975586) { if (x[5] <= 53.01922035217285) { votes[6] += 1; } else { if (x[7] <= 78.88321304321289) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[4] <= 83.64120864868164) { votes[1] += 1; } else { votes[5] += 1; } } } } } // tree #3 if (x[3] <= 96.68760681152344) { if (x[6] <= 61.386295318603516) { if (x[2] <= 106.17152786254883) { if (x[9] <= 56.05367469787598) { if (x[4] <= 35.19199752807617) { if (x[1] <= 176.59617614746094) { if (x[3] <= 41.58993911743164) { if (x[6] <= 35.74519443511963) { votes[8] += 1; } else { votes[9] += 1; } } else { if (x[2] <= 32.87968730926514) { votes[9] += 1; } else { if (x[5] <= 46.81442832946777) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[5] <= 43.80852699279785) { if (x[6] <= 34.33925247192383) { if (x[9] <= 42.294904708862305) { if (x[3] <= 50.16060829162598) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } else { votes[1] += 1; } } else { if (x[1] <= 245.54003143310547) { if (x[8] <= 47.49327087402344) { if (x[4] <= 29.097399711608887) { votes[8] += 1; } else { votes[6] += 1; } } else { if (x[2] <= 73.49809646606445) { votes[3] += 1; } else { votes[0] += 1; } } } else { votes[1] += 1; } } } } else { if (x[8] <= 37.491437911987305) { if (x[9] <= 35.88986587524414) { if (x[5] <= 46.42054557800293) { if (x[0] <= 380.5) { if (x[8] <= 23.226943969726562) { votes[4] += 1; } else { votes[2] += 1; } } else { votes[1] += 1; } } else { if (x[7] <= 55.84828186035156) { if (x[2] <= 76.00598526000977) { votes[3] += 1; } else { votes[6] += 1; } } else { if (x[7] <= 63.0277042388916) { votes[6] += 1; } else { votes[6] += 1; } } } } else { if (x[5] <= 52.22732162475586) { if (x[6] <= 36.7336311340332) { if (x[4] <= 58.642913818359375) { votes[3] += 1; } else { votes[2] += 1; } } else { if (x[6] <= 47.03566360473633) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[2] <= 52.54088592529297) { if (x[0] <= 308.5) { votes[9] += 1; } else { votes[9] += 1; } } else { if (x[7] <= 64.35486030578613) { votes[2] += 1; } else { votes[6] += 1; } } } } } else { if (x[6] <= 35.004180908203125) { if (x[1] <= 245.91941833496094) { if (x[2] <= 55.70499801635742) { if (x[5] <= 90.06454086303711) { votes[3] += 1; } else { votes[0] += 1; } } else { if (x[4] <= 73.85037231445312) { votes[6] += 1; } else { votes[9] += 1; } } } else { votes[1] += 1; } } else { if (x[7] <= 47.12135124206543) { if (x[4] <= 95.01913070678711) { if (x[8] <= 48.11334800720215) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 67.49642944335938) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[2] <= 39.07025337219238) { if (x[3] <= 67.79148483276367) { votes[9] += 1; } else { votes[7] += 1; } } else { if (x[1] <= 176.5953826904297) { votes[5] += 1; } else { votes[7] += 1; } } } } } } } else { if (x[4] <= 63.27419662475586) { if (x[9] <= 67.91596221923828) { if (x[4] <= 52.1142520904541) { if (x[5] <= 89.54606628417969) { if (x[8] <= 43.62107467651367) { if (x[6] <= 27.631103515625) { votes[3] += 1; } else { votes[5] += 1; } } else { if (x[6] <= 48.76525115966797) { votes[5] += 1; } else { votes[9] += 1; } } } else { votes[5] += 1; } } else { if (x[6] <= 37.900672912597656) { votes[5] += 1; } else { votes[2] += 1; } } } else { if (x[8] <= 37.325735092163086) { if (x[7] <= 54.16501235961914) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[1] <= 206.12890625) { if (x[2] <= 50.57032585144043) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[3] += 1; } } } } else { if (x[9] <= 61.55148887634277) { if (x[3] <= 47.70449256896973) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 30.519858360290527) { if (x[4] <= 67.5264663696289) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[2] += 1; } } } } } else { if (x[3] <= 50.25922966003418) { if (x[0] <= 294.5) { if (x[7] <= 48.78265380859375) { if (x[3] <= 25.2222261428833) { votes[4] += 1; } else { votes[7] += 1; } } else { votes[4] += 1; } } else { if (x[8] <= 31.005033493041992) { if (x[0] <= 329.0) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } } else { votes[0] += 1; } } } else { if (x[7] <= 57.85520553588867) { if (x[2] <= 40.16945457458496) { if (x[9] <= 55.06118202209473) { votes[7] += 1; } else { votes[5] += 1; } } else { if (x[9] <= 74.43890380859375) { if (x[8] <= 66.6694107055664) { if (x[5] <= 33.93985366821289) { if (x[2] <= 64.64353561401367) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[7] += 1; } } } else { if (x[2] <= 44.202003479003906) { if (x[1] <= 174.3106231689453) { votes[9] += 1; } else { votes[1] += 1; } } else { if (x[6] <= 66.35693359375) { votes[4] += 1; } else { votes[7] += 1; } } } } } else { if (x[1] <= 164.34520721435547) { if (x[6] <= 28.02194118499756) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[9] <= 40.31019592285156) { if (x[4] <= 77.37010955810547) { if (x[2] <= 31.11418914794922) { votes[1] += 1; } else { if (x[2] <= 35.16230583190918) { votes[1] += 1; } else { votes[1] += 1; } } } else { votes[1] += 1; } } else { votes[1] += 1; } } } // tree #4 if (x[3] <= 84.13082122802734) { if (x[4] <= 73.64823913574219) { if (x[6] <= 59.52683067321777) { if (x[9] <= 56.45132255554199) { if (x[8] <= 64.15995788574219) { if (x[4] <= 34.804765701293945) { if (x[7] <= 41.870187759399414) { if (x[8] <= 48.42677879333496) { if (x[5] <= 57.420034408569336) { if (x[5] <= 53.93721008300781) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } else { votes[9] += 1; } } else { if (x[9] <= 33.540523529052734) { if (x[2] <= 61.73348617553711) { if (x[0] <= 335.0) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[8] <= 48.47994804382324) { votes[6] += 1; } else { votes[0] += 1; } } } else { if (x[2] <= 48.82626533508301) { if (x[9] <= 42.327239990234375) { votes[9] += 1; } else { votes[3] += 1; } } else { votes[5] += 1; } } } } else { if (x[1] <= 261.2856903076172) { if (x[6] <= 36.14640235900879) { if (x[2] <= 47.361305236816406) { if (x[3] <= 75.22937774658203) { votes[3] += 1; } else { votes[6] += 1; } } else { if (x[7] <= 49.16537666320801) { votes[2] += 1; } else { votes[6] += 1; } } } else { if (x[5] <= 27.74208164215088) { votes[5] += 1; } else { if (x[9] <= 28.879236221313477) { votes[7] += 1; } else { votes[9] += 1; } } } } else { votes[1] += 1; } } } else { if (x[4] <= 35.42879676818848) { if (x[2] <= 45.97941207885742) { votes[3] += 1; } else { if (x[1] <= 187.11495208740234) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[2] <= 45.57510566711426) { if (x[3] <= 59.16636848449707) { if (x[0] <= 346.5) { if (x[2] <= 30.809146881103516) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[1] <= 191.84678649902344) { if (x[9] <= 30.76194953918457) { votes[0] += 1; } else { votes[5] += 1; } } else { votes[8] += 1; } } } } } else { if (x[2] <= 24.761067390441895) { if (x[5] <= 77.40985870361328) { if (x[6] <= 44.387277603149414) { votes[3] += 1; } else { votes[9] += 1; } } else { votes[5] += 1; } } else { if (x[5] <= 60.7719841003418) { if (x[6] <= 38.46846580505371) { if (x[7] <= 39.9880313873291) { if (x[8] <= 42.49911117553711) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[3] += 1; } } else { if (x[4] <= 33.952043533325195) { votes[5] += 1; } else { votes[2] += 1; } } } else { if (x[1] <= 178.24976348876953) { if (x[9] <= 67.3302001953125) { votes[5] += 1; } else { if (x[8] <= 27.42185401916504) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[7] <= 46.93549919128418) { votes[5] += 1; } else { votes[2] += 1; } } } } } } else { if (x[2] <= 35.475990295410156) { if (x[1] <= 174.0207748413086) { if (x[0] <= 282.0) { votes[1] += 1; } else { votes[9] += 1; } } else { votes[1] += 1; } } else { if (x[3] <= 54.67549705505371) { if (x[6] <= 65.82741928100586) { if (x[9] <= 61.56099510192871) { if (x[2] <= 68.17692947387695) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[5] += 1; } } else { if (x[9] <= 72.00830459594727) { if (x[0] <= 350.0) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } } else { votes[0] += 1; } } } } else { if (x[3] <= 24.38235092163086) { if (x[8] <= 25.30537223815918) { votes[2] += 1; } else { if (x[2] <= 83.45466613769531) { votes[5] += 1; } else { if (x[2] <= 113.53447723388672) { if (x[0] <= 330.5) { if (x[5] <= 20.89018440246582) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[4] += 1; } } } } else { if (x[7] <= 34.787553787231445) { if (x[1] <= 161.88438415527344) { if (x[6] <= 21.15648651123047) { votes[9] += 1; } else { votes[4] += 1; } } else { if (x[8] <= 54.603872299194336) { if (x[7] <= 31.54646396636963) { if (x[8] <= 47.555707931518555) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[2] += 1; } } else { if (x[2] <= 68.78114700317383) { if (x[5] <= 43.494253158569336) { votes[5] += 1; } else { votes[2] += 1; } } else { votes[9] += 1; } } } } else { if (x[7] <= 74.33232498168945) { if (x[4] <= 81.98138427734375) { if (x[2] <= 84.6458854675293) { if (x[3] <= 59.68595314025879) { if (x[7] <= 53.834617614746094) { votes[6] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 305.0) { votes[5] += 1; } else { votes[3] += 1; } } } else { if (x[0] <= 292.0) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[2] <= 52.59788513183594) { votes[2] += 1; } else { if (x[1] <= 191.8587417602539) { if (x[1] <= 186.2636489868164) { if (x[3] <= 39.35417366027832) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[2] += 1; } } else { if (x[8] <= 28.776348114013672) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[2] <= 68.49428939819336) { if (x[3] <= 53.758928298950195) { votes[6] += 1; } else { if (x[7] <= 79.28173446655273) { votes[6] += 1; } else { votes[6] += 1; } } } else { votes[6] += 1; } } } } } } else { if (x[3] <= 95.45722198486328) { if (x[1] <= 182.1319122314453) { if (x[4] <= 43.94422912597656) { if (x[4] <= 21.972667694091797) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[8] <= 40.4112663269043) { votes[6] += 1; } else { votes[0] += 1; } } } else { if (x[2] <= 34.66662406921387) { if (x[0] <= 315.5) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[8] <= 33.42598533630371) { votes[2] += 1; } else { votes[5] += 1; } } } } else { if (x[1] <= 163.9201431274414) { if (x[6] <= 13.71004867553711) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[9] <= 38.079952239990234) { if (x[1] <= 190.76045989990234) { votes[1] += 1; } else { if (x[1] <= 222.07671356201172) { if (x[5] <= 53.075876235961914) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } else { votes[1] += 1; } } } } // tree #5 if (x[4] <= 79.03979110717773) { if (x[3] <= 80.74960708618164) { if (x[6] <= 58.692644119262695) { if (x[9] <= 56.31209182739258) { if (x[8] <= 61.577375411987305) { if (x[9] <= 28.126497268676758) { if (x[2] <= 58.36724281311035) { if (x[3] <= 53.7912540435791) { if (x[7] <= 61.222103118896484) { if (x[4] <= 29.088544845581055) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[6] += 1; } } else { if (x[7] <= 70.78886413574219) { if (x[4] <= 43.330026626586914) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[8] <= 34.76369094848633) { votes[6] += 1; } else { votes[7] += 1; } } } } else { if (x[5] <= 51.19639778137207) { if (x[1] <= 189.5064239501953) { if (x[1] <= 169.23040008544922) { votes[7] += 1; } else { votes[4] += 1; } } else { if (x[7] <= 71.01069641113281) { votes[0] += 1; } else { votes[6] += 1; } } } else { if (x[8] <= 42.83540916442871) { if (x[4] <= 25.244296073913574) { votes[8] += 1; } else { votes[6] += 1; } } else { votes[0] += 1; } } } } else { if (x[4] <= 34.12809944152832) { if (x[6] <= 22.337939262390137) { if (x[1] <= 208.69930267333984) { if (x[0] <= 319.5) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } else { if (x[5] <= 38.61587715148926) { votes[8] += 1; } else { if (x[7] <= 55.898860931396484) { votes[9] += 1; } else { votes[9] += 1; } } } } else { if (x[2] <= 47.361305236816406) { if (x[1] <= 210.69847106933594) { if (x[0] <= 308.0) { votes[3] += 1; } else { votes[9] += 1; } } else { if (x[7] <= 31.666732788085938) { votes[2] += 1; } else { votes[3] += 1; } } } else { if (x[3] <= 51.07553291320801) { if (x[7] <= 49.47067642211914) { votes[2] += 1; } else { votes[3] += 1; } } else { if (x[6] <= 20.70314311981201) { votes[3] += 1; } else { votes[6] += 1; } } } } } } else { if (x[2] <= 62.4976863861084) { if (x[1] <= 189.96941375732422) { if (x[1] <= 135.46430587768555) { votes[0] += 1; } else { if (x[2] <= 40.58186340332031) { if (x[6] <= 27.548254013061523) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } } else { if (x[5] <= 43.12948989868164) { if (x[4] <= 30.01992130279541) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[7] <= 64.96734619140625) { if (x[9] <= 42.806427001953125) { votes[7] += 1; } else { votes[5] += 1; } } else { votes[3] += 1; } } } } else { if (x[5] <= 49.28965187072754) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[7] <= 40.21669578552246) { if (x[4] <= 63.27419662475586) { if (x[7] <= 18.220385551452637) { if (x[3] <= 54.560720443725586) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 28.306870460510254) { if (x[3] <= 26.841917037963867) { votes[5] += 1; } else { if (x[3] <= 57.08664894104004) { votes[5] += 1; } else { votes[5] += 1; } } } else { votes[5] += 1; } } } else { if (x[2] <= 60.87041473388672) { votes[5] += 1; } else { votes[2] += 1; } } } else { if (x[5] <= 70.18571853637695) { if (x[4] <= 49.74137306213379) { if (x[0] <= 298.0) { votes[9] += 1; } else { votes[3] += 1; } } else { if (x[3] <= 37.91330528259277) { votes[5] += 1; } else { votes[2] += 1; } } } else { if (x[7] <= 58.2722053527832) { votes[5] += 1; } else { votes[5] += 1; } } } } } else { if (x[3] <= 45.110666275024414) { if (x[2] <= 23.246620178222656) { votes[9] += 1; } else { if (x[1] <= 161.40042877197266) { votes[7] += 1; } else { if (x[9] <= 72.75733947753906) { if (x[0] <= 348.0) { if (x[5] <= 36.35696983337402) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[7] += 1; } } } } else { if (x[8] <= 83.0162239074707) { if (x[1] <= 166.62177276611328) { if (x[9] <= 66.26391220092773) { votes[9] += 1; } else { votes[5] += 1; } } else { if (x[0] <= 305.0) { votes[7] += 1; } else { votes[1] += 1; } } } else { votes[1] += 1; } } } } else { if (x[3] <= 106.28963470458984) { if (x[2] <= 55.81446838378906) { if (x[9] <= 61.99252510070801) { if (x[0] <= 290.0) { if (x[6] <= 29.629152297973633) { if (x[7] <= 55.5034294128418) { votes[0] += 1; } else { votes[6] += 1; } } else { votes[1] += 1; } } else { if (x[1] <= 177.73548126220703) { votes[6] += 1; } else { if (x[5] <= 30.238308906555176) { votes[8] += 1; } else { if (x[1] <= 192.3313217163086) { votes[1] += 1; } else { if (x[9] <= 31.93650531768799) { votes[1] += 1; } else { votes[1] += 1; } } } } } } else { votes[9] += 1; } } else { if (x[4] <= 27.559575080871582) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[8] <= 65.88920783996582) { votes[1] += 1; } else { votes[0] += 1; } } } } else { if (x[9] <= 46.49720573425293) { if (x[7] <= 74.58524703979492) { if (x[7] <= 28.06205463409424) { if (x[9] <= 25.077479362487793) { if (x[0] <= 317.0) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 86.4831428527832) { votes[2] += 1; } else { if (x[8] <= 32.992539405822754) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[0] <= 288.0) { if (x[8] <= 33.77062225341797) { if (x[9] <= 26.956137657165527) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[9] <= 34.586612701416016) { votes[2] += 1; } else { votes[9] += 1; } } } else { if (x[2] <= 50.59138488769531) { votes[1] += 1; } else { if (x[1] <= 212.5701141357422) { if (x[6] <= 23.430021286010742) { if (x[2] <= 99.88153839111328) { votes[9] += 1; } else { votes[4] += 1; } } else { if (x[8] <= 29.811345100402832) { if (x[0] <= 326.0) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 91.24626541137695) { votes[4] += 1; } else { votes[4] += 1; } } } } else { votes[4] += 1; } } } } } else { if (x[7] <= 78.33316421508789) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[1] <= 159.79782104492188) { votes[9] += 1; } else { if (x[3] <= 66.28667068481445) { if (x[8] <= 58.87044715881348) { if (x[2] <= 91.65743637084961) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[5] += 1; } } else { votes[5] += 1; } } } } // tree #6 if (x[3] <= 95.45722198486328) { if (x[4] <= 74.16543197631836) { if (x[6] <= 52.7011775970459) { if (x[8] <= 60.894378662109375) { if (x[7] <= 59.98578453063965) { if (x[5] <= 44.524986267089844) { if (x[4] <= 45.20740509033203) { if (x[2] <= 63.7295036315918) { if (x[3] <= 67.32229614257812) { if (x[1] <= 187.08328247070312) { votes[9] += 1; } else { votes[8] += 1; } } else { if (x[0] <= 330.0) { votes[8] += 1; } else { votes[1] += 1; } } } else { votes[2] += 1; } } else { if (x[4] <= 53.01083564758301) { if (x[6] <= 26.74851894378662) { votes[3] += 1; } else { votes[9] += 1; } } else { if (x[1] <= 192.58294677734375) { if (x[1] <= 182.40628814697266) { votes[9] += 1; } else { votes[5] += 1; } } else { if (x[9] <= 22.14127826690674) { votes[3] += 1; } else { votes[2] += 1; } } } } } else { if (x[5] <= 81.62150573730469) { if (x[9] <= 55.494943618774414) { if (x[9] <= 28.23581886291504) { if (x[4] <= 48.29277038574219) { votes[8] += 1; } else { votes[1] += 1; } } else { if (x[4] <= 39.91020393371582) { votes[8] += 1; } else { votes[3] += 1; } } } else { if (x[6] <= 34.79313087463379) { if (x[7] <= 35.6939811706543) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[5] <= 57.75564384460449) { votes[9] += 1; } else { votes[2] += 1; } } } } else { if (x[9] <= 31.047690391540527) { votes[1] += 1; } else { votes[5] += 1; } } } } else { if (x[9] <= 34.8180046081543) { if (x[6] <= 35.72410011291504) { if (x[6] <= 18.59560775756836) { if (x[6] <= 17.731013298034668) { if (x[8] <= 30.835619926452637) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[1] += 1; } } else { if (x[8] <= 38.54547119140625) { if (x[4] <= 41.05453872680664) { votes[6] += 1; } else { votes[6] += 1; } } else { if (x[5] <= 66.68385124206543) { votes[6] += 1; } else { votes[6] += 1; } } } } else { if (x[3] <= 49.4638671875) { votes[9] += 1; } else { votes[6] += 1; } } } else { if (x[5] <= 85.42536926269531) { if (x[9] <= 58.38951110839844) { if (x[6] <= 33.24790573120117) { if (x[4] <= 54.20759963989258) { votes[6] += 1; } else { votes[3] += 1; } } else { if (x[5] <= 52.56601905822754) { votes[9] += 1; } else { votes[9] += 1; } } } else { votes[2] += 1; } } else { votes[3] += 1; } } } } else { if (x[1] <= 170.49679565429688) { if (x[4] <= 43.95867347717285) { if (x[3] <= 47.457956314086914) { votes[0] += 1; } else { if (x[7] <= 16.23033618927002) { votes[0] += 1; } else { votes[0] += 1; } } } else { votes[3] += 1; } } else { if (x[7] <= 51.25592613220215) { if (x[5] <= 43.45370292663574) { if (x[3] <= 46.00202751159668) { if (x[1] <= 198.41627502441406) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[5] += 1; } } else { if (x[4] <= 50.266679763793945) { if (x[9] <= 40.955209732055664) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[7] += 1; } } } else { if (x[6] <= 38.711727142333984) { if (x[9] <= 37.60644721984863) { if (x[9] <= 22.501229286193848) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[3] <= 57.073129653930664) { votes[3] += 1; } else { votes[0] += 1; } } } } } } else { if (x[7] <= 70.96220779418945) { if (x[8] <= 44.945838928222656) { if (x[2] <= 44.09859275817871) { if (x[8] <= 40.33268165588379) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[0] <= 354.0) { if (x[2] <= 61.137535095214844) { votes[7] += 1; } else { if (x[6] <= 58.789255142211914) { votes[5] += 1; } else { if (x[5] <= 71.52350997924805) { votes[7] += 1; } else { votes[7] += 1; } } } } else { votes[2] += 1; } } } else { if (x[2] <= 24.318455696105957) { votes[9] += 1; } else { if (x[2] <= 44.088470458984375) { if (x[1] <= 163.63681030273438) { votes[9] += 1; } else { votes[7] += 1; } } else { if (x[6] <= 61.21556854248047) { if (x[2] <= 68.89838027954102) { votes[7] += 1; } else { votes[0] += 1; } } else { votes[7] += 1; } } } } } else { if (x[4] <= 62.4287166595459) { if (x[1] <= 186.8723373413086) { votes[9] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } else { if (x[2] <= 100.22777938842773) { if (x[6] <= 33.859256744384766) { if (x[7] <= 64.54512405395508) { if (x[1] <= 157.50811767578125) { votes[9] += 1; } else { if (x[0] <= 275.5) { votes[9] += 1; } else { if (x[3] <= 56.709251403808594) { if (x[5] <= 31.803860664367676) { if (x[8] <= 34.91021728515625) { votes[2] += 1; } else { votes[9] += 1; } } else { if (x[3] <= 22.645197868347168) { votes[2] += 1; } else { votes[2] += 1; } } } else { votes[3] += 1; } } } } else { if (x[6] <= 16.483052253723145) { votes[3] += 1; } else { if (x[1] <= 186.23925018310547) { votes[6] += 1; } else { votes[4] += 1; } } } } else { if (x[4] <= 94.68008804321289) { if (x[6] <= 61.91149139404297) { if (x[9] <= 41.00023078918457) { if (x[5] <= 38.988121032714844) { if (x[2] <= 84.35647964477539) { if (x[0] <= 290.5) { votes[2] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } else { if (x[8] <= 36.70582389831543) { votes[7] += 1; } else { votes[5] += 1; } } } else { if (x[5] <= 41.34843444824219) { votes[2] += 1; } else { if (x[3] <= 65.1994743347168) { votes[2] += 1; } else { votes[2] += 1; } } } } else { votes[1] += 1; } } else { if (x[0] <= 335.0) { if (x[0] <= 311.5) { votes[4] += 1; } else { if (x[2] <= 88.9850959777832) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[2] += 1; } } } } else { if (x[1] <= 135.02061462402344) { votes[7] += 1; } else { if (x[9] <= 39.26491928100586) { if (x[8] <= 23.84917640686035) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 117.61365127563477) { votes[4] += 1; } else { votes[4] += 1; } } } } } } else { if (x[1] <= 152.6869125366211) { if (x[2] <= 62.71847724914551) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[7] <= 63.11467170715332) { if (x[3] <= 96.70830535888672) { votes[1] += 1; } else { if (x[8] <= 30.082627296447754) { votes[1] += 1; } else { if (x[6] <= 37.02847862243652) { if (x[8] <= 32.41029739379883) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } else { votes[1] += 1; } } } // tree #7 if (x[3] <= 96.51131439208984) { if (x[2] <= 101.96884155273438) { if (x[8] <= 74.26996994018555) { if (x[9] <= 37.23211860656738) { if (x[4] <= 38.38352966308594) { if (x[1] <= 162.00975799560547) { if (x[9] <= 31.202926635742188) { if (x[7] <= 62.162166595458984) { if (x[4] <= 33.11870193481445) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[0] += 1; } } else { votes[9] += 1; } } else { if (x[6] <= 58.65008735656738) { if (x[1] <= 250.26156616210938) { if (x[6] <= 25.045368194580078) { if (x[4] <= 25.818228721618652) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[8] <= 35.551687240600586) { votes[8] += 1; } else { votes[9] += 1; } } } else { if (x[6] <= 18.346118927001953) { votes[1] += 1; } else { votes[1] += 1; } } } else { votes[7] += 1; } } } else { if (x[4] <= 83.89189910888672) { if (x[8] <= 34.287681579589844) { if (x[2] <= 44.32865905761719) { if (x[2] <= 39.54800987243652) { if (x[4] <= 64.09931373596191) { votes[1] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } else { if (x[6] <= 35.72548294067383) { if (x[7] <= 48.913679122924805) { votes[2] += 1; } else { votes[6] += 1; } } else { votes[4] += 1; } } } else { if (x[2] <= 24.460593223571777) { if (x[9] <= 15.754546642303467) { votes[8] += 1; } else { if (x[3] <= 61.18301963806152) { votes[3] += 1; } else { votes[1] += 1; } } } else { if (x[5] <= 66.65017700195312) { if (x[6] <= 36.630619049072266) { votes[2] += 1; } else { votes[7] += 1; } } else { if (x[3] <= 42.3266544342041) { votes[3] += 1; } else { votes[6] += 1; } } } } } else { if (x[6] <= 32.184547424316406) { if (x[1] <= 186.1821746826172) { if (x[1] <= 168.2948226928711) { votes[4] += 1; } else { votes[6] += 1; } } else { votes[2] += 1; } } else { if (x[8] <= 24.5867919921875) { votes[4] += 1; } else { if (x[2] <= 57.60734748840332) { votes[4] += 1; } else { votes[4] += 1; } } } } } } else { if (x[2] <= 38.38607406616211) { if (x[6] <= 33.479488372802734) { if (x[8] <= 35.70057487487793) { if (x[9] <= 61.434396743774414) { if (x[4] <= 29.76101303100586) { votes[8] += 1; } else { votes[3] += 1; } } else { votes[5] += 1; } } else { if (x[4] <= 35.559377670288086) { votes[2] += 1; } else { if (x[0] <= 320.5) { votes[3] += 1; } else { if (x[8] <= 63.14206123352051) { votes[3] += 1; } else { votes[5] += 1; } } } } } else { if (x[7] <= 44.32732582092285) { if (x[2] <= 33.13833427429199) { if (x[9] <= 59.54704475402832) { if (x[8] <= 33.719303131103516) { votes[8] += 1; } else { votes[9] += 1; } } else { if (x[2] <= 26.289175987243652) { votes[5] += 1; } else { votes[5] += 1; } } } else { votes[2] += 1; } } else { if (x[9] <= 60.027727127075195) { if (x[0] <= 269.5) { votes[9] += 1; } else { if (x[4] <= 26.87543296813965) { votes[9] += 1; } else { votes[9] += 1; } } } else { if (x[9] <= 65.6220703125) { votes[3] += 1; } else { votes[5] += 1; } } } } } else { if (x[4] <= 54.7171688079834) { if (x[6] <= 61.89088821411133) { if (x[3] <= 29.546263694763184) { if (x[9] <= 53.18654823303223) { if (x[7] <= 49.09136962890625) { votes[8] += 1; } else { votes[5] += 1; } } else { if (x[5] <= 58.10161018371582) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[5] <= 41.283626556396484) { if (x[3] <= 52.50343132019043) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 59.731889724731445) { votes[5] += 1; } else { votes[9] += 1; } } } } else { if (x[9] <= 75.20325469970703) { if (x[4] <= 48.67811393737793) { if (x[2] <= 49.156612396240234) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[5] += 1; } } } else { if (x[6] <= 61.16362953186035) { if (x[3] <= 57.19301414489746) { if (x[7] <= 36.85007095336914) { if (x[8] <= 56.534658432006836) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[1] <= 157.7602996826172) { votes[9] += 1; } else { votes[5] += 1; } } } else { if (x[7] <= 55.448516845703125) { if (x[2] <= 63.48446464538574) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 56.65690040588379) { votes[6] += 1; } else { votes[6] += 1; } } } } else { if (x[2] <= 56.32258224487305) { votes[7] += 1; } else { votes[7] += 1; } } } } } } else { if (x[5] <= 52.637460708618164) { if (x[7] <= 74.84704208374023) { if (x[8] <= 85.46880722045898) { if (x[9] <= 31.22865581512451) { votes[8] += 1; } else { votes[9] += 1; } } else { votes[3] += 1; } } else { votes[1] += 1; } } else { if (x[4] <= 38.63149642944336) { if (x[3] <= 45.74798011779785) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[6] <= 26.502803802490234) { votes[3] += 1; } else { if (x[3] <= 35.20468521118164) { votes[9] += 1; } else { votes[0] += 1; } } } } } } else { if (x[8] <= 69.6288948059082) { if (x[7] <= 33.262481689453125) { if (x[7] <= 31.058124542236328) { if (x[5] <= 40.735408782958984) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[7] += 1; } } else { if (x[1] <= 146.16726684570312) { votes[4] += 1; } else { if (x[5] <= 18.347980499267578) { votes[4] += 1; } else { if (x[0] <= 345.0) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[9] <= 19.72019863128662) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[8] <= 62.44350242614746) { if (x[1] <= 173.55148315429688) { votes[1] += 1; } else { if (x[8] <= 30.03655433654785) { votes[1] += 1; } else { if (x[5] <= 40.00833702087402) { votes[1] += 1; } else { if (x[4] <= 73.5630111694336) { votes[1] += 1; } else { votes[1] += 1; } } } } } else { if (x[2] <= 64.58490562438965) { votes[0] += 1; } else { votes[0] += 1; } } } // tree #8 if (x[6] <= 60.805776596069336) { if (x[2] <= 106.05371475219727) { if (x[8] <= 61.77711296081543) { if (x[3] <= 95.44931411743164) { if (x[1] <= 229.77922821044922) { if (x[4] <= 48.94083023071289) { if (x[2] <= 42.5759220123291) { if (x[5] <= 33.191619873046875) { if (x[9] <= 33.540870666503906) { if (x[7] <= 41.34206962585449) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[6] <= 16.987755298614502) { votes[3] += 1; } else { votes[8] += 1; } } } else { if (x[6] <= 24.534576416015625) { if (x[8] <= 39.39472198486328) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[5] <= 54.41267013549805) { votes[9] += 1; } else { votes[9] += 1; } } } } else { if (x[3] <= 52.03337287902832) { if (x[6] <= 27.602526664733887) { if (x[4] <= 19.983003616333008) { votes[8] += 1; } else { votes[6] += 1; } } else { if (x[9] <= 46.67626190185547) { votes[9] += 1; } else { votes[5] += 1; } } } else { if (x[9] <= 41.727500915527344) { if (x[1] <= 164.86233520507812) { votes[0] += 1; } else { votes[6] += 1; } } else { if (x[8] <= 32.44917583465576) { votes[3] += 1; } else { votes[5] += 1; } } } } } else { if (x[2] <= 44.07552719116211) { if (x[6] <= 31.966354370117188) { if (x[8] <= 30.794713973999023) { if (x[5] <= 50.42195129394531) { votes[3] += 1; } else { votes[6] += 1; } } else { if (x[1] <= 140.35594177246094) { votes[6] += 1; } else { votes[3] += 1; } } } else { if (x[9] <= 56.19547462463379) { if (x[5] <= 54.07891082763672) { votes[5] += 1; } else { votes[9] += 1; } } else { votes[5] += 1; } } } else { if (x[7] <= 62.72505187988281) { if (x[9] <= 39.001264572143555) { if (x[1] <= 167.5862808227539) { votes[6] += 1; } else { votes[4] += 1; } } else { if (x[7] <= 38.671451568603516) { votes[2] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 43.41363716125488) { if (x[6] <= 43.627803802490234) { votes[6] += 1; } else { votes[7] += 1; } } else { if (x[0] <= 354.5) { votes[6] += 1; } else { votes[6] += 1; } } } } } } else { if (x[4] <= 45.5449161529541) { if (x[3] <= 65.56026458740234) { if (x[9] <= 29.236226081848145) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[5] <= 56.31782341003418) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[7] <= 54.30318641662598) { if (x[5] <= 46.57687568664551) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[3] += 1; } } } } else { if (x[8] <= 42.23081588745117) { if (x[4] <= 74.25513076782227) { if (x[1] <= 210.48908233642578) { if (x[5] <= 57.034908294677734) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[6] <= 32.4003791809082) { votes[1] += 1; } else { votes[1] += 1; } } } else { votes[1] += 1; } } else { votes[0] += 1; } } } else { if (x[3] <= 59.51049613952637) { if (x[2] <= 75.72290420532227) { if (x[9] <= 18.027332305908203) { votes[8] += 1; } else { if (x[5] <= 29.37454128265381) { votes[8] += 1; } else { if (x[2] <= 42.11966514587402) { if (x[1] <= 166.98941802978516) { votes[9] += 1; } else { if (x[6] <= 40.80592918395996) { votes[3] += 1; } else { votes[9] += 1; } } } else { if (x[9] <= 49.787960052490234) { if (x[9] <= 41.231088638305664) { votes[9] += 1; } else { votes[3] += 1; } } else { if (x[7] <= 47.32909965515137) { votes[5] += 1; } else { votes[2] += 1; } } } } } } else { if (x[4] <= 62.483781814575195) { votes[0] += 1; } else { votes[4] += 1; } } } else { if (x[1] <= 183.0308074951172) { if (x[6] <= 53.12707328796387) { votes[0] += 1; } else { if (x[8] <= 71.72310638427734) { votes[9] += 1; } else { votes[0] += 1; } } } else { if (x[2] <= 40.30863571166992) { votes[3] += 1; } else { votes[5] += 1; } } } } } else { if (x[8] <= 60.17474365234375) { if (x[9] <= 42.636417388916016) { if (x[1] <= 154.33889770507812) { votes[4] += 1; } else { if (x[5] <= 19.490283012390137) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[2] <= 135.50628662109375) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[0] += 1; } } } else { if (x[3] <= 75.06134414672852) { if (x[7] <= 70.16206359863281) { if (x[3] <= 34.392526626586914) { if (x[6] <= 90.66321182250977) { votes[7] += 1; } else { votes[7] += 1; } } else { if (x[8] <= 44.368974685668945) { if (x[0] <= 307.5) { votes[5] += 1; } else { votes[7] += 1; } } else { if (x[1] <= 174.33299255371094) { votes[1] += 1; } else { if (x[0] <= 305.0) { votes[7] += 1; } else { votes[7] += 1; } } } } } else { if (x[2] <= 23.872493743896484) { votes[9] += 1; } else { votes[1] += 1; } } } else { if (x[7] <= 80.02842330932617) { votes[1] += 1; } else { votes[1] += 1; } } } // tree #9 if (x[3] <= 96.70830535888672) { if (x[3] <= 55.60122871398926) { if (x[2] <= 100.3383560180664) { if (x[6] <= 59.354055404663086) { if (x[9] <= 53.32974052429199) { if (x[7] <= 47.018293380737305) { if (x[1] <= 173.5902862548828) { if (x[2] <= 44.05617332458496) { if (x[5] <= 64.18801689147949) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[8] <= 38.24396514892578) { votes[2] += 1; } else { if (x[3] <= 41.48833465576172) { votes[9] += 1; } else { votes[0] += 1; } } } } else { if (x[9] <= 39.433732986450195) { if (x[1] <= 250.99964904785156) { if (x[6] <= 31.918155670166016) { votes[8] += 1; } else { votes[4] += 1; } } else { votes[1] += 1; } } else { if (x[8] <= 57.05146598815918) { if (x[5] <= 27.033920288085938) { votes[7] += 1; } else { votes[2] += 1; } } else { votes[0] += 1; } } } } else { if (x[2] <= 75.64300918579102) { if (x[1] <= 203.0502471923828) { if (x[9] <= 35.90887451171875) { if (x[6] <= 28.422855377197266) { votes[3] += 1; } else { votes[9] += 1; } } else { if (x[8] <= 69.66537475585938) { votes[9] += 1; } else { votes[3] += 1; } } } else { if (x[2] <= 23.159194946289062) { votes[8] += 1; } else { if (x[2] <= 59.50129508972168) { votes[3] += 1; } else { votes[6] += 1; } } } } else { if (x[3] <= 25.07999897003174) { votes[2] += 1; } else { if (x[4] <= 71.15447998046875) { if (x[9] <= 25.943791389465332) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[4] += 1; } } } } } else { if (x[2] <= 76.03376388549805) { if (x[3] <= 50.18461799621582) { if (x[3] <= 26.801849365234375) { if (x[2] <= 48.03310585021973) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 57.22087860107422) { if (x[9] <= 77.59093475341797) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[5] <= 66.12232971191406) { votes[9] += 1; } else { votes[5] += 1; } } } } else { if (x[5] <= 52.11008071899414) { votes[3] += 1; } else { votes[2] += 1; } } } else { if (x[4] <= 84.75286102294922) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[4] <= 14.354893207550049) { votes[5] += 1; } else { if (x[9] <= 81.5708122253418) { if (x[7] <= 80.00427627563477) { if (x[9] <= 63.203256607055664) { if (x[7] <= 66.31694412231445) { if (x[5] <= 24.299986839294434) { votes[7] += 1; } else { votes[7] += 1; } } else { if (x[2] <= 50.44327735900879) { votes[9] += 1; } else { votes[7] += 1; } } } else { if (x[7] <= 39.34630584716797) { votes[7] += 1; } else { votes[7] += 1; } } } else { votes[9] += 1; } } else { votes[5] += 1; } } } } else { if (x[1] <= 134.72393798828125) { votes[7] += 1; } else { if (x[8] <= 68.7784538269043) { if (x[9] <= 39.42207908630371) { if (x[2] <= 133.65777587890625) { if (x[8] <= 31.22202205657959) { if (x[0] <= 307.5) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[4] += 1; } } else { if (x[8] <= 35.38151168823242) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[0] += 1; } } } } else { if (x[4] <= 34.99637794494629) { if (x[8] <= 59.9053897857666) { if (x[6] <= 47.15133476257324) { if (x[0] <= 331.5) { if (x[2] <= 71.23565673828125) { if (x[8] <= 26.083261489868164) { votes[8] += 1; } else { votes[5] += 1; } } else { votes[0] += 1; } } else { if (x[1] <= 250.74466705322266) { votes[9] += 1; } else { votes[1] += 1; } } } else { votes[5] += 1; } } else { if (x[7] <= 62.88149642944336) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[6] <= 32.58868217468262) { if (x[7] <= 55.988868713378906) { if (x[1] <= 239.12567138671875) { if (x[1] <= 170.16968536376953) { if (x[2] <= 67.94009780883789) { votes[6] += 1; } else { votes[4] += 1; } } else { if (x[7] <= 26.775443077087402) { votes[5] += 1; } else { if (x[0] <= 299.5) { if (x[5] <= 40.2720890045166) { votes[2] += 1; } else { votes[3] += 1; } } else { if (x[0] <= 334.5) { votes[3] += 1; } else { votes[3] += 1; } } } } } else { votes[1] += 1; } } else { if (x[8] <= 46.8719367980957) { if (x[1] <= 197.21038055419922) { if (x[4] <= 50.925432205200195) { votes[6] += 1; } else { if (x[8] <= 39.35606575012207) { if (x[4] <= 55.20597839355469) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } } else { if (x[4] <= 53.972381591796875) { votes[1] += 1; } else { votes[3] += 1; } } } else { if (x[9] <= 26.311281204223633) { votes[0] += 1; } else { votes[3] += 1; } } } } else { if (x[4] <= 85.4493179321289) { if (x[6] <= 56.12673377990723) { if (x[1] <= 215.2810287475586) { if (x[1] <= 178.11664581298828) { if (x[9] <= 34.8180046081543) { votes[6] += 1; } else { if (x[9] <= 72.41546249389648) { votes[9] += 1; } else { votes[5] += 1; } } } else { if (x[7] <= 36.808725357055664) { if (x[8] <= 46.79934310913086) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[5] <= 48.93000411987305) { votes[4] += 1; } else { votes[7] += 1; } } } } else { if (x[3] <= 84.06832122802734) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[4] <= 42.37116050720215) { votes[7] += 1; } else { if (x[8] <= 79.81441497802734) { votes[9] += 1; } else { votes[1] += 1; } } } } else { if (x[5] <= 33.52818202972412) { votes[5] += 1; } else { if (x[4] <= 94.8919448852539) { votes[4] += 1; } else { votes[4] += 1; } } } } } } } else { if (x[2] <= 56.75261688232422) { if (x[3] <= 106.21439743041992) { if (x[2] <= 26.479475021362305) { votes[1] += 1; } else { if (x[7] <= 61.04249954223633) { votes[1] += 1; } else { votes[6] += 1; } } } else { votes[1] += 1; } } else { if (x[1] <= 141.52313232421875) { votes[0] += 1; } else { votes[0] += 1; } } } // tree #10 if (x[3] <= 96.70830535888672) { if (x[2] <= 46.68417930603027) { if (x[6] <= 36.39143180847168) { if (x[4] <= 35.05888557434082) { if (x[5] <= 57.079193115234375) { if (x[1] <= 256.19834899902344) { if (x[8] <= 44.02441215515137) { if (x[9] <= 29.553363800048828) { votes[8] += 1; } else { if (x[7] <= 36.092267990112305) { votes[8] += 1; } else { votes[8] += 1; } } } else { if (x[6] <= 25.292790412902832) { if (x[3] <= 22.57883644104004) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 191.10655212402344) { votes[9] += 1; } else { votes[8] += 1; } } } } else { votes[1] += 1; } } else { if (x[1] <= 229.31871032714844) { if (x[1] <= 171.6680908203125) { votes[5] += 1; } else { votes[3] += 1; } } else { votes[1] += 1; } } } else { if (x[8] <= 31.105856895446777) { if (x[7] <= 63.27259063720703) { if (x[1] <= 243.23148345947266) { if (x[3] <= 47.08944129943848) { if (x[9] <= 52.891225814819336) { votes[8] += 1; } else { votes[5] += 1; } } else { if (x[3] <= 62.24947929382324) { votes[3] += 1; } else { votes[9] += 1; } } } else { votes[1] += 1; } } else { if (x[5] <= 51.32115364074707) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[9] <= 20.511661529541016) { if (x[3] <= 53.0517692565918) { votes[8] += 1; } else { if (x[0] <= 317.5) { if (x[3] <= 87.61205673217773) { votes[6] += 1; } else { votes[1] += 1; } } else { votes[3] += 1; } } } else { if (x[4] <= 69.29703521728516) { if (x[1] <= 232.5267105102539) { if (x[1] <= 143.10707092285156) { votes[9] += 1; } else { if (x[7] <= 28.10801124572754) { votes[3] += 1; } else { votes[3] += 1; } } } else { votes[1] += 1; } } else { if (x[5] <= 66.26539611816406) { votes[5] += 1; } else { if (x[0] <= 332.5) { votes[9] += 1; } else { votes[3] += 1; } } } } } } } else { if (x[5] <= 90.6233901977539) { if (x[7] <= 57.754878997802734) { if (x[1] <= 180.47669982910156) { if (x[5] <= 56.37385177612305) { if (x[2] <= 20.087230682373047) { votes[9] += 1; } else { votes[9] += 1; } } else { if (x[3] <= 51.59763717651367) { votes[5] += 1; } else { if (x[7] <= 20.744741439819336) { votes[5] += 1; } else { votes[0] += 1; } } } } else { if (x[2] <= 22.83970546722412) { if (x[3] <= 53.240121841430664) { votes[8] += 1; } else { votes[1] += 1; } } else { if (x[4] <= 75.70230484008789) { if (x[7] <= 28.85506820678711) { votes[2] += 1; } else { if (x[8] <= 48.84687614440918) { votes[1] += 1; } else { votes[7] += 1; } } } else { votes[2] += 1; } } } } else { if (x[5] <= 51.648658752441406) { if (x[0] <= 317.5) { if (x[3] <= 62.53747749328613) { votes[9] += 1; } else { votes[1] += 1; } } else { votes[2] += 1; } } else { if (x[3] <= 65.82760238647461) { if (x[9] <= 31.443737030029297) { votes[5] += 1; } else { if (x[0] <= 280.5) { votes[9] += 1; } else { if (x[6] <= 50.09703254699707) { votes[9] += 1; } else { votes[9] += 1; } } } } else { votes[1] += 1; } } } } else { votes[5] += 1; } } } else { if (x[8] <= 70.10728073120117) { if (x[4] <= 74.23918914794922) { if (x[3] <= 47.77493476867676) { if (x[6] <= 58.6407356262207) { if (x[7] <= 68.91237258911133) { if (x[4] <= 47.04327201843262) { if (x[6] <= 25.57160472869873) { if (x[1] <= 187.08328247070312) { votes[9] += 1; } else { votes[8] += 1; } } else { if (x[8] <= 41.33811569213867) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[2] <= 84.58867263793945) { if (x[5] <= 74.78783416748047) { votes[2] += 1; } else { votes[5] += 1; } } else { votes[4] += 1; } } } else { if (x[9] <= 28.320473670959473) { if (x[1] <= 194.84010314941406) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[9] += 1; } } } else { if (x[8] <= 31.399094581604004) { if (x[3] <= 24.613200187683105) { votes[7] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 50.70440101623535) { votes[7] += 1; } else { if (x[5] <= 36.76280975341797) { votes[7] += 1; } else { votes[7] += 1; } } } } } else { if (x[9] <= 35.88986587524414) { if (x[7] <= 63.429866790771484) { if (x[9] <= 11.084537982940674) { if (x[4] <= 26.36522102355957) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[1] <= 162.2801742553711) { if (x[6] <= 34.58779335021973) { votes[6] += 1; } else { votes[0] += 1; } } else { if (x[2] <= 73.04993438720703) { votes[8] += 1; } else { votes[6] += 1; } } } } else { if (x[1] <= 200.42822265625) { if (x[9] <= 25.975568771362305) { if (x[1] <= 150.11499786376953) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } else { votes[7] += 1; } } } else { if (x[8] <= 41.969322204589844) { if (x[7] <= 76.49167251586914) { if (x[6] <= 39.41720962524414) { if (x[0] <= 308.5) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[5] += 1; } } else { votes[6] += 1; } } else { if (x[6] <= 46.76980972290039) { if (x[5] <= 51.5146541595459) { votes[5] += 1; } else { votes[6] += 1; } } else { votes[7] += 1; } } } } } else { if (x[7] <= 26.404484748840332) { if (x[5] <= 25.539511680603027) { if (x[0] <= 290.0) { votes[9] += 1; } else { votes[4] += 1; } } else { if (x[4] <= 103.57019424438477) { if (x[0] <= 289.0) { votes[2] += 1; } else { if (x[8] <= 54.01511764526367) { votes[2] += 1; } else { votes[2] += 1; } } } else { votes[4] += 1; } } } else { if (x[7] <= 78.17315292358398) { if (x[6] <= 32.184547424316406) { if (x[5] <= 46.55631637573242) { if (x[0] <= 295.5) { if (x[8] <= 34.31036186218262) { votes[4] += 1; } else { votes[9] += 1; } } else { if (x[3] <= 23.76851463317871) { votes[4] += 1; } else { votes[2] += 1; } } } else { if (x[8] <= 23.344429969787598) { votes[2] += 1; } else { votes[3] += 1; } } } else { if (x[2] <= 81.89014053344727) { if (x[4] <= 89.65270233154297) { if (x[6] <= 48.36501884460449) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[7] <= 40.539180755615234) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[0] <= 292.0) { if (x[3] <= 31.461118698120117) { votes[4] += 1; } else { votes[7] += 1; } } else { if (x[3] <= 47.440900802612305) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[9] <= 24.43094825744629) { votes[6] += 1; } else { votes[6] += 1; } } } } } else { if (x[4] <= 42.0539493560791) { if (x[1] <= 191.88985443115234) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[4] <= 68.78206253051758) { votes[5] += 1; } else { votes[2] += 1; } } } } } else { if (x[0] <= 348.0) { if (x[9] <= 38.088693618774414) { if (x[3] <= 101.19491577148438) { if (x[4] <= 38.513553619384766) { votes[0] += 1; } else { if (x[2] <= 24.445368766784668) { votes[1] += 1; } else { votes[1] += 1; } } } else { votes[1] += 1; } } else { votes[1] += 1; } } else { if (x[2] <= 48.2346305847168) { votes[1] += 1; } else { votes[0] += 1; } } } // tree #11 if (x[4] <= 74.03217697143555) { if (x[2] <= 45.95516395568848) { if (x[9] <= 28.211307525634766) { if (x[1] <= 226.6769027709961) { if (x[1] <= 159.52884674072266) { if (x[4] <= 61.808523178100586) { votes[0] += 1; } else { votes[6] += 1; } } else { if (x[4] <= 47.399967193603516) { if (x[3] <= 90.13548278808594) { if (x[3] <= 53.122379302978516) { if (x[2] <= 29.672361373901367) { votes[8] += 1; } else { if (x[7] <= 26.40487003326416) { votes[8] += 1; } else { votes[8] += 1; } } } else { if (x[0] <= 312.0) { votes[8] += 1; } else { votes[8] += 1; } } } else { votes[1] += 1; } } else { if (x[8] <= 34.09780311584473) { if (x[8] <= 18.58137035369873) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[3] <= 66.9669189453125) { if (x[7] <= 65.02797317504883) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[5] <= 56.1098518371582) { votes[3] += 1; } else { votes[7] += 1; } } } } } } else { if (x[7] <= 23.8458309173584) { if (x[3] <= 76.24283981323242) { if (x[2] <= 20.005956649780273) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[3] <= 99.41426849365234) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[1] <= 258.8976745605469) { if (x[9] <= 11.733987808227539) { votes[8] += 1; } else { if (x[9] <= 24.365506172180176) { if (x[2] <= 37.1004753112793) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } else { votes[1] += 1; } } } } else { if (x[7] <= 57.754878997802734) { if (x[9] <= 68.34563446044922) { if (x[1] <= 182.6114501953125) { if (x[9] <= 46.261878967285156) { if (x[4] <= 45.63495445251465) { if (x[1] <= 165.62069702148438) { votes[9] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[3] <= 57.60500907897949) { votes[5] += 1; } else { if (x[9] <= 52.890071868896484) { votes[9] += 1; } else { votes[9] += 1; } } } } else { if (x[3] <= 86.01268005371094) { if (x[6] <= 49.46500205993652) { if (x[0] <= 361.5) { if (x[9] <= 42.294904708862305) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[6] <= 29.688446044921875) { votes[8] += 1; } else { votes[9] += 1; } } } else { if (x[8] <= 52.061580657958984) { votes[7] += 1; } else { votes[7] += 1; } } } else { votes[1] += 1; } } } else { if (x[1] <= 163.1903533935547) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[6] <= 32.91789627075195) { if (x[9] <= 48.030263900756836) { if (x[5] <= 53.40678787231445) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[2] += 1; } } else { if (x[5] <= 86.72468566894531) { if (x[6] <= 65.83084106445312) { if (x[4] <= 67.43625259399414) { if (x[3] <= 20.1887788772583) { votes[9] += 1; } else { if (x[6] <= 37.22380256652832) { votes[9] += 1; } else { votes[9] += 1; } } } else { votes[6] += 1; } } else { if (x[1] <= 160.96646118164062) { votes[9] += 1; } else { votes[1] += 1; } } } else { votes[5] += 1; } } } } } else { if (x[6] <= 58.789255142211914) { if (x[1] <= 157.60570526123047) { if (x[8] <= 49.875844955444336) { if (x[6] <= 36.73006248474121) { if (x[0] <= 263.5) { if (x[2] <= 64.750732421875) { votes[6] += 1; } else { votes[6] += 1; } } else { if (x[3] <= 61.78651237487793) { votes[6] += 1; } else { votes[6] += 1; } } } else { votes[2] += 1; } } else { if (x[5] <= 42.51864814758301) { votes[9] += 1; } else { votes[0] += 1; } } } else { if (x[7] <= 65.54662704467773) { if (x[2] <= 77.3282470703125) { if (x[9] <= 33.16085624694824) { if (x[9] <= 21.99304485321045) { if (x[6] <= 30.03072166442871) { if (x[3] <= 52.12333869934082) { votes[8] += 1; } else { votes[1] += 1; } } else { votes[8] += 1; } } else { if (x[1] <= 193.92840576171875) { votes[3] += 1; } else { votes[2] += 1; } } } else { if (x[7] <= 30.275075912475586) { if (x[4] <= 50.11588096618652) { votes[5] += 1; } else { if (x[8] <= 37.20658874511719) { votes[2] += 1; } else { votes[5] += 1; } } } else { if (x[5] <= 61.553958892822266) { if (x[6] <= 40.9980583190918) { votes[3] += 1; } else { votes[2] += 1; } } else { if (x[2] <= 53.85745429992676) { votes[5] += 1; } else { votes[5] += 1; } } } } } else { if (x[2] <= 112.0848388671875) { if (x[8] <= 50.20256233215332) { if (x[1] <= 190.10396575927734) { if (x[8] <= 32.51097869873047) { votes[3] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } else { if (x[5] <= 52.5875244140625) { votes[0] += 1; } else { votes[0] += 1; } } } else { votes[4] += 1; } } } else { if (x[6] <= 31.807608604431152) { if (x[5] <= 58.169321060180664) { if (x[6] <= 19.98548698425293) { if (x[6] <= 15.418084621429443) { votes[7] += 1; } else { votes[2] += 1; } } else { votes[6] += 1; } } else { if (x[0] <= 314.0) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[2] <= 52.35395431518555) { votes[9] += 1; } else { if (x[5] <= 67.16671752929688) { votes[0] += 1; } else { if (x[1] <= 198.58859252929688) { votes[5] += 1; } else { votes[9] += 1; } } } } } } } else { if (x[8] <= 70.85304260253906) { if (x[4] <= 14.839163303375244) { votes[7] += 1; } else { if (x[0] <= 355.0) { if (x[9] <= 74.38917922973633) { if (x[8] <= 63.243268966674805) { if (x[3] <= 32.65863609313965) { votes[7] += 1; } else { if (x[2] <= 62.82113075256348) { votes[7] += 1; } else { votes[7] += 1; } } } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[7] += 1; } } } else { votes[0] += 1; } } } } else { if (x[7] <= 29.68941307067871) { if (x[2] <= 110.36770629882812) { if (x[5] <= 40.11178779602051) { if (x[8] <= 46.69964599609375) { votes[2] += 1; } else { if (x[9] <= 39.691017150878906) { votes[4] += 1; } else { votes[5] += 1; } } } else { if (x[8] <= 53.2286262512207) { if (x[2] <= 54.77873420715332) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[9] <= 49.39092445373535) { votes[4] += 1; } else { votes[2] += 1; } } } } else { votes[4] += 1; } } else { if (x[5] <= 58.4840087890625) { if (x[7] <= 69.96895599365234) { if (x[2] <= 50.88178062438965) { votes[1] += 1; } else { if (x[9] <= 42.81958770751953) { if (x[8] <= 31.005033493041992) { if (x[9] <= 26.700298309326172) { if (x[6] <= 35.81415843963623) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[8] <= 27.998899459838867) { if (x[4] <= 90.15359497070312) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } } else { if (x[5] <= 10.756178855895996) { votes[4] += 1; } else { if (x[6] <= 31.499645233154297) { if (x[4] <= 89.34063720703125) { votes[4] += 1; } else { votes[9] += 1; } } else { if (x[3] <= 47.732635498046875) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[8] <= 46.82310676574707) { if (x[8] <= 30.05475616455078) { votes[7] += 1; } else { votes[4] += 1; } } else { votes[9] += 1; } } } } else { if (x[0] <= 293.0) { votes[6] += 1; } else { if (x[3] <= 57.08742713928223) { votes[9] += 1; } else { votes[1] += 1; } } } } else { if (x[3] <= 59.40435600280762) { if (x[9] <= 25.875980377197266) { votes[4] += 1; } else { if (x[2] <= 71.80657958984375) { votes[5] += 1; } else { votes[2] += 1; } } } else { if (x[8] <= 38.99447441101074) { if (x[7] <= 82.23426055908203) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } } } } // tree #12 if (x[8] <= 69.85791015625) { if (x[3] <= 92.2306137084961) { if (x[3] <= 43.88621139526367) { if (x[6] <= 58.70555877685547) { if (x[4] <= 73.83028793334961) { if (x[9] <= 39.778743743896484) { if (x[4] <= 27.861042976379395) { if (x[2] <= 58.1296501159668) { if (x[5] <= 47.55875778198242) { votes[8] += 1; } else { if (x[3] <= 33.497995376586914) { votes[8] += 1; } else { votes[8] += 1; } } } else { votes[8] += 1; } } else { if (x[7] <= 41.19668769836426) { if (x[9] <= 14.9028639793396) { votes[8] += 1; } else { if (x[3] <= 37.12424850463867) { votes[8] += 1; } else { votes[3] += 1; } } } else { if (x[2] <= 62.95419502258301) { if (x[6] <= 23.182199478149414) { votes[3] += 1; } else { votes[9] += 1; } } else { if (x[6] <= 38.7496337890625) { votes[6] += 1; } else { votes[7] += 1; } } } } } else { if (x[3] <= 33.45882987976074) { if (x[5] <= 57.19107627868652) { if (x[0] <= 306.0) { if (x[9] <= 45.67512893676758) { votes[3] += 1; } else { votes[2] += 1; } } else { if (x[7] <= 35.158620834350586) { votes[5] += 1; } else { votes[8] += 1; } } } else { if (x[8] <= 34.28239440917969) { if (x[2] <= 74.89603805541992) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[1] <= 177.24895477294922) { votes[2] += 1; } else { votes[5] += 1; } } } } else { if (x[7] <= 62.99399948120117) { if (x[9] <= 73.3635482788086) { if (x[7] <= 44.658111572265625) { votes[2] += 1; } else { votes[3] += 1; } } else { votes[5] += 1; } } else { votes[9] += 1; } } } } else { if (x[6] <= 28.13762855529785) { if (x[5] <= 31.927069664001465) { if (x[8] <= 35.929494857788086) { votes[2] += 1; } else { if (x[1] <= 172.0038070678711) { votes[9] += 1; } else { votes[4] += 1; } } } else { if (x[1] <= 191.5557861328125) { votes[2] += 1; } else { votes[2] += 1; } } } else { if (x[2] <= 87.26149368286133) { if (x[5] <= 37.03104019165039) { if (x[8] <= 41.424509048461914) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 62.3504753112793) { votes[9] += 1; } else { if (x[1] <= 185.7206039428711) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[3] <= 37.631980895996094) { if (x[2] <= 99.7669906616211) { votes[4] += 1; } else { if (x[8] <= 27.48604393005371) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[7] += 1; } } } } } else { if (x[9] <= 72.2368278503418) { if (x[3] <= 38.55192184448242) { if (x[7] <= 67.12389755249023) { if (x[0] <= 288.0) { if (x[9] <= 40.26675605773926) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[9] += 1; } } else { if (x[0] <= 295.5) { votes[7] += 1; } else { votes[4] += 1; } } } else { votes[5] += 1; } } } else { if (x[6] <= 35.518781661987305) { if (x[2] <= 33.65395164489746) { if (x[9] <= 25.452651023864746) { if (x[2] <= 17.84283447265625) { if (x[7] <= 34.92577934265137) { votes[1] += 1; } else { if (x[0] <= 366.5) { votes[3] += 1; } else { votes[1] += 1; } } } else { if (x[4] <= 52.36374855041504) { if (x[9] <= 19.75059223175049) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[7] <= 60.781084060668945) { votes[3] += 1; } else { votes[6] += 1; } } } } else { if (x[7] <= 15.603535175323486) { votes[8] += 1; } else { if (x[6] <= 28.60840892791748) { if (x[9] <= 33.783668518066406) { votes[3] += 1; } else { if (x[6] <= 20.902210235595703) { votes[3] += 1; } else { votes[3] += 1; } } } else { votes[9] += 1; } } } } else { if (x[7] <= 63.74949645996094) { if (x[4] <= 35.220523834228516) { if (x[2] <= 63.516807556152344) { if (x[9] <= 35.11794948577881) { votes[8] += 1; } else { votes[5] += 1; } } else { votes[0] += 1; } } else { if (x[1] <= 193.36153411865234) { if (x[7] <= 39.11549377441406) { if (x[9] <= 31.06320571899414) { votes[4] += 1; } else { votes[3] += 1; } } else { if (x[4] <= 73.99549102783203) { votes[6] += 1; } else { votes[4] += 1; } } } else { if (x[8] <= 43.060585021972656) { if (x[6] <= 20.22320556640625) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 317.5) { votes[5] += 1; } else { votes[1] += 1; } } } } } else { if (x[4] <= 38.16152763366699) { votes[6] += 1; } else { if (x[8] <= 48.296363830566406) { if (x[8] <= 31.3218412399292) { if (x[6] <= 31.92626667022705) { votes[6] += 1; } else { votes[6] += 1; } } else { if (x[5] <= 57.15966987609863) { votes[7] += 1; } else { votes[6] += 1; } } } else { votes[3] += 1; } } } } } else { if (x[4] <= 82.6570930480957) { if (x[5] <= 84.22687530517578) { if (x[2] <= 33.02907943725586) { if (x[1] <= 205.03919219970703) { if (x[9] <= 29.659716606140137) { votes[6] += 1; } else { if (x[8] <= 29.115150451660156) { votes[9] += 1; } else { votes[9] += 1; } } } else { votes[1] += 1; } } else { if (x[7] <= 50.129127502441406) { if (x[1] <= 161.65792846679688) { if (x[8] <= 49.01998710632324) { votes[5] += 1; } else { votes[0] += 1; } } else { if (x[5] <= 58.64380645751953) { votes[5] += 1; } else { votes[2] += 1; } } } else { if (x[5] <= 75.1520767211914) { if (x[8] <= 47.98960304260254) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[9] += 1; } } } } else { if (x[9] <= 64.08912658691406) { votes[1] += 1; } else { votes[5] += 1; } } } else { if (x[7] <= 35.45240592956543) { votes[5] += 1; } else { if (x[1] <= 159.2239227294922) { votes[4] += 1; } else { if (x[5] <= 36.72288703918457) { votes[4] += 1; } else { votes[4] += 1; } } } } } } } else { if (x[1] <= 164.1084976196289) { votes[6] += 1; } else { if (x[1] <= 210.48908233642578) { if (x[9] <= 38.079952239990234) { if (x[2] <= 35.49093818664551) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[2] += 1; } } else { if (x[0] <= 278.5) { if (x[4] <= 19.957079887390137) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } } else { if (x[4] <= 37.766136169433594) { if (x[3] <= 40.88563346862793) { if (x[6] <= 20.656736373901367) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[6] <= 56.593692779541016) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[7] <= 48.6651496887207) { if (x[1] <= 187.11061096191406) { votes[9] += 1; } else { if (x[2] <= 45.45497703552246) { votes[7] += 1; } else { votes[5] += 1; } } } else { if (x[4] <= 56.065202713012695) { if (x[1] <= 165.6647720336914) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[6] <= 58.10812950134277) { votes[3] += 1; } else { votes[1] += 1; } } } } } // tree #13 if (x[1] <= 225.6843490600586) { if (x[4] <= 73.64823913574219) { if (x[8] <= 70.3804931640625) { if (x[4] <= 33.96344566345215) { if (x[3] <= 72.14056777954102) { if (x[1] <= 179.8366928100586) { if (x[2] <= 36.327823638916016) { if (x[3] <= 40.079362869262695) { votes[9] += 1; } else { if (x[0] <= 281.0) { votes[3] += 1; } else { votes[9] += 1; } } } else { if (x[8] <= 49.85747528076172) { if (x[2] <= 69.27653121948242) { if (x[4] <= 19.77674674987793) { votes[5] += 1; } else { votes[6] += 1; } } else { if (x[3] <= 22.570990562438965) { votes[7] += 1; } else { votes[7] += 1; } } } else { votes[0] += 1; } } } else { if (x[6] <= 60.71514892578125) { if (x[9] <= 56.7335147857666) { if (x[9] <= 42.685874938964844) { if (x[6] <= 39.055105209350586) { votes[8] += 1; } else { votes[9] += 1; } } else { if (x[6] <= 28.92546844482422) { votes[8] += 1; } else { votes[9] += 1; } } } else { votes[5] += 1; } } else { if (x[9] <= 38.66168022155762) { votes[7] += 1; } else { if (x[9] <= 60.266544342041016) { votes[7] += 1; } else { votes[7] += 1; } } } } } else { if (x[2] <= 57.02500343322754) { if (x[5] <= 29.07013511657715) { votes[1] += 1; } else { votes[9] += 1; } } else { if (x[8] <= 62.01930046081543) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[7] <= 63.43428421020508) { if (x[9] <= 57.314279556274414) { if (x[2] <= 33.0833797454834) { if (x[3] <= 71.79190063476562) { if (x[6] <= 37.67309761047363) { if (x[9] <= 15.0266432762146) { votes[8] += 1; } else { votes[3] += 1; } } else { votes[9] += 1; } } else { if (x[3] <= 91.47292709350586) { if (x[8] <= 50.106143951416016) { votes[9] += 1; } else { votes[7] += 1; } } else { if (x[3] <= 101.19491577148438) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[3] <= 34.102630615234375) { if (x[8] <= 22.928380966186523) { votes[2] += 1; } else { if (x[9] <= 36.265363693237305) { votes[4] += 1; } else { votes[7] += 1; } } } else { if (x[9] <= 27.04564094543457) { if (x[5] <= 51.6806697845459) { votes[4] += 1; } else { votes[6] += 1; } } else { if (x[1] <= 199.80687713623047) { votes[3] += 1; } else { votes[2] += 1; } } } } } else { if (x[5] <= 58.33836364746094) { if (x[8] <= 33.16377258300781) { if (x[4] <= 61.14617919921875) { votes[9] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 32.16877555847168) { votes[5] += 1; } else { if (x[6] <= 48.694664001464844) { votes[3] += 1; } else { votes[7] += 1; } } } } else { if (x[3] <= 48.06993293762207) { if (x[0] <= 336.0) { if (x[1] <= 163.63898468017578) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[5] += 1; } } else { votes[5] += 1; } } } } else { if (x[8] <= 37.8344783782959) { if (x[9] <= 38.641502380371094) { if (x[5] <= 54.02375411987305) { if (x[0] <= 296.5) { votes[6] += 1; } else { votes[6] += 1; } } else { if (x[1] <= 202.7830047607422) { votes[6] += 1; } else { if (x[9] <= 23.621459007263184) { votes[6] += 1; } else { votes[6] += 1; } } } } else { if (x[3] <= 65.74153900146484) { votes[9] += 1; } else { votes[6] += 1; } } } else { if (x[2] <= 37.8945255279541) { if (x[6] <= 34.221343994140625) { votes[3] += 1; } else { if (x[3] <= 64.9094123840332) { votes[9] += 1; } else { votes[1] += 1; } } } else { if (x[1] <= 196.6693115234375) { if (x[4] <= 41.17489433288574) { votes[2] += 1; } else { votes[7] += 1; } } else { if (x[9] <= 27.584601402282715) { votes[6] += 1; } else { votes[5] += 1; } } } } } } } else { if (x[2] <= 51.644718170166016) { if (x[7] <= 72.13328552246094) { if (x[1] <= 161.5366668701172) { votes[0] += 1; } else { if (x[8] <= 76.16962814331055) { votes[7] += 1; } else { if (x[6] <= 26.822354316711426) { if (x[3] <= 36.029680252075195) { votes[8] += 1; } else { votes[3] += 1; } } else { votes[8] += 1; } } } } else { if (x[3] <= 59.15520668029785) { votes[9] += 1; } else { votes[1] += 1; } } } else { if (x[5] <= 53.91727638244629) { if (x[3] <= 50.28413772583008) { votes[3] += 1; } else { votes[0] += 1; } } else { if (x[1] <= 191.64971160888672) { votes[0] += 1; } else { votes[0] += 1; } } } } } else { if (x[2] <= 100.18801498413086) { if (x[9] <= 47.3942756652832) { if (x[2] <= 48.43959999084473) { if (x[1] <= 178.78356170654297) { if (x[8] <= 30.31187152862549) { votes[6] += 1; } else { votes[3] += 1; } } else { if (x[6] <= 35.07685661315918) { votes[3] += 1; } else { if (x[0] <= 320.5) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[7] <= 73.33741760253906) { if (x[4] <= 96.2869873046875) { if (x[8] <= 49.09720802307129) { if (x[3] <= 66.31815338134766) { if (x[1] <= 196.05201721191406) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[4] += 1; } } else { if (x[8] <= 54.558855056762695) { votes[9] += 1; } else { if (x[8] <= 60.88295936584473) { votes[4] += 1; } else { votes[4] += 1; } } } } else { if (x[4] <= 107.12285232543945) { if (x[7] <= 33.345468521118164) { votes[4] += 1; } else { if (x[3] <= 41.40159034729004) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[9] += 1; } } } else { if (x[3] <= 53.80517768859863) { votes[6] += 1; } else { votes[6] += 1; } } } } else { if (x[5] <= 41.70003700256348) { if (x[2] <= 65.06583404541016) { votes[5] += 1; } else { votes[2] += 1; } } else { if (x[6] <= 46.15265655517578) { if (x[4] <= 79.91551971435547) { votes[2] += 1; } else { if (x[6] <= 25.29567241668701) { votes[2] += 1; } else { votes[2] += 1; } } } else { votes[2] += 1; } } } } else { if (x[1] <= 133.74049377441406) { votes[7] += 1; } else { if (x[5] <= 17.823650360107422) { if (x[8] <= 40.06419563293457) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[0] <= 349.5) { if (x[5] <= 65.52200698852539) { if (x[6] <= 50.058082580566406) { if (x[1] <= 147.4048614501953) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[4] += 1; } } } } } } else { if (x[2] <= 52.90208435058594) { if (x[0] <= 336.0) { if (x[9] <= 42.1712532043457) { if (x[5] <= 14.646533966064453) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[3] += 1; } } else { if (x[7] <= 45.858272552490234) { if (x[0] <= 361.0) { if (x[3] <= 54.33842086791992) { if (x[0] <= 352.0) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[2] += 1; } } else { if (x[3] <= 52.07104301452637) { if (x[4] <= 32.42593765258789) { votes[8] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } else { if (x[6] <= 30.75557041168213) { if (x[9] <= 24.872608184814453) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } else { votes[8] += 1; } } // tree #14 if (x[2] <= 46.68417930603027) { if (x[4] <= 26.840635299682617) { if (x[0] <= 307.0) { if (x[1] <= 214.4158172607422) { if (x[8] <= 26.740758895874023) { votes[8] += 1; } else { if (x[5] <= 44.69489860534668) { votes[8] += 1; } else { votes[3] += 1; } } } else { votes[1] += 1; } } else { if (x[8] <= 44.33700370788574) { if (x[7] <= 10.219985008239746) { votes[1] += 1; } else { if (x[1] <= 243.0903549194336) { votes[8] += 1; } else { if (x[6] <= 16.940852165222168) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[5] <= 24.760540008544922) { votes[8] += 1; } else { if (x[4] <= 19.98799228668213) { votes[9] += 1; } else { votes[3] += 1; } } } } } else { if (x[3] <= 69.82028198242188) { if (x[5] <= 84.56995010375977) { if (x[1] <= 178.8758087158203) { if (x[6] <= 33.07240676879883) { if (x[8] <= 38.49072456359863) { if (x[9] <= 23.38478374481201) { votes[6] += 1; } else { if (x[9] <= 43.16324806213379) { votes[3] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 47.4023323059082) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[4] <= 65.83256912231445) { if (x[7] <= 43.77821350097656) { votes[5] += 1; } else { if (x[2] <= 30.81202220916748) { votes[9] += 1; } else { votes[9] += 1; } } } else { votes[6] += 1; } } } else { if (x[7] <= 48.17859649658203) { if (x[6] <= 49.84891700744629) { if (x[4] <= 49.2439079284668) { if (x[9] <= 36.390737533569336) { if (x[2] <= 11.523767948150635) { votes[1] += 1; } else { votes[8] += 1; } } else { votes[3] += 1; } } else { if (x[0] <= 367.5) { if (x[3] <= 44.82007026672363) { votes[5] += 1; } else { votes[3] += 1; } } else { votes[1] += 1; } } } else { if (x[4] <= 53.6618537902832) { votes[2] += 1; } else { votes[7] += 1; } } } else { if (x[7] <= 82.84102249145508) { if (x[6] <= 37.12511444091797) { if (x[9] <= 52.00638198852539) { if (x[8] <= 53.94970703125) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[8] <= 57.609296798706055) { if (x[4] <= 48.63895034790039) { votes[9] += 1; } else { votes[9] += 1; } } else { votes[7] += 1; } } } else { votes[9] += 1; } } } } else { if (x[8] <= 56.912973403930664) { if (x[1] <= 191.7242202758789) { votes[5] += 1; } else { votes[2] += 1; } } else { votes[0] += 1; } } } else { if (x[1] <= 170.39476013183594) { if (x[7] <= 57.11182403564453) { votes[0] += 1; } else { if (x[9] <= 26.308406829833984) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[0] <= 298.5) { if (x[9] <= 30.599675178527832) { if (x[0] <= 282.0) { if (x[1] <= 201.51895141601562) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } else { if (x[6] <= 44.663108825683594) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[9] <= 41.35871696472168) { if (x[6] <= 14.326762199401855) { votes[1] += 1; } else { if (x[6] <= 50.97877502441406) { if (x[1] <= 206.49554443359375) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[2] <= 23.778292655944824) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[8] <= 69.18818664550781) { votes[2] += 1; } else { votes[1] += 1; } } } } } } } else { if (x[6] <= 58.74375534057617) { if (x[2] <= 96.67149353027344) { if (x[9] <= 46.56937789916992) { if (x[4] <= 31.615029335021973) { if (x[1] <= 177.49744415283203) { if (x[8] <= 30.393230438232422) { votes[6] += 1; } else { votes[0] += 1; } } else { if (x[2] <= 73.95386505126953) { if (x[5] <= 71.30602645874023) { if (x[0] <= 318.0) { votes[1] += 1; } else { if (x[4] <= 22.898380279541016) { votes[8] += 1; } else { votes[8] += 1; } } } else { votes[9] += 1; } } else { votes[0] += 1; } } } else { if (x[7] <= 65.48060989379883) { if (x[9] <= 23.046696662902832) { if (x[1] <= 168.19791412353516) { if (x[0] <= 277.0) { votes[6] += 1; } else { votes[0] += 1; } } else { if (x[4] <= 90.28252792358398) { if (x[2] <= 64.96310997009277) { votes[1] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } } else { if (x[4] <= 54.6996955871582) { if (x[5] <= 69.8034439086914) { if (x[6] <= 45.55203437805176) { votes[3] += 1; } else { votes[7] += 1; } } else { if (x[8] <= 48.850738525390625) { votes[6] += 1; } else { votes[0] += 1; } } } else { if (x[7] <= 43.939109802246094) { if (x[4] <= 102.4984359741211) { votes[2] += 1; } else { votes[9] += 1; } } else { if (x[8] <= 34.35097312927246) { votes[4] += 1; } else { votes[2] += 1; } } } } } else { if (x[6] <= 40.5676383972168) { if (x[3] <= 34.181175231933594) { votes[6] += 1; } else { if (x[9] <= 37.81451606750488) { if (x[8] <= 31.3218412399292) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } } else { votes[6] += 1; } } } } else { if (x[2] <= 76.03376388549805) { if (x[4] <= 73.981689453125) { if (x[4] <= 49.13254356384277) { if (x[3] <= 54.30460166931152) { if (x[5] <= 35.84577560424805) { votes[5] += 1; } else { if (x[3] <= 36.4987678527832) { votes[5] += 1; } else { votes[5] += 1; } } } else { votes[3] += 1; } } else { if (x[9] <= 53.86100196838379) { if (x[7] <= 36.18863487243652) { votes[2] += 1; } else { votes[3] += 1; } } else { if (x[6] <= 48.979570388793945) { if (x[7] <= 24.075596809387207) { votes[2] += 1; } else { votes[5] += 1; } } else { votes[2] += 1; } } } } else { if (x[0] <= 310.0) { if (x[3] <= 49.520071029663086) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[1] <= 194.53011322021484) { votes[5] += 1; } else { if (x[4] <= 83.35245132446289) { votes[2] += 1; } else { votes[2] += 1; } } } } } else { if (x[3] <= 47.93217849731445) { if (x[4] <= 75.90789794921875) { votes[5] += 1; } else { if (x[2] <= 83.94710540771484) { votes[2] += 1; } else { votes[2] += 1; } } } else { votes[0] += 1; } } } } else { if (x[8] <= 65.31142044067383) { if (x[6] <= 15.848027229309082) { votes[2] += 1; } else { if (x[1] <= 145.91480255126953) { votes[7] += 1; } else { if (x[8] <= 22.674137115478516) { votes[2] += 1; } else { if (x[3] <= 12.390905380249023) { votes[4] += 1; } else { if (x[4] <= 73.9629898071289) { votes[4] += 1; } else { if (x[8] <= 60.77326202392578) { votes[4] += 1; } else { votes[4] += 1; } } } } } } } else { if (x[3] <= 50.64502143859863) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[7] <= 66.27176666259766) { if (x[2] <= 49.28364181518555) { votes[7] += 1; } else { if (x[0] <= 347.5) { if (x[9] <= 75.20325469970703) { if (x[8] <= 12.198700904846191) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[7] += 1; } } } else { if (x[4] <= 72.91429901123047) { votes[7] += 1; } else { votes[4] += 1; } } } } // tree #15 if (x[6] <= 59.354055404663086) { if (x[4] <= 38.658390045166016) { if (x[1] <= 174.91980743408203) { if (x[9] <= 36.23502731323242) { if (x[3] <= 51.90774345397949) { votes[6] += 1; } else { if (x[7] <= 23.76523494720459) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[8] <= 74.92010116577148) { if (x[8] <= 24.855748176574707) { if (x[6] <= 40.84716033935547) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 36.774763107299805) { votes[8] += 1; } else { if (x[6] <= 43.88897705078125) { votes[2] += 1; } else { votes[9] += 1; } } } } else { if (x[3] <= 60.82186508178711) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[3] <= 89.98319625854492) { if (x[5] <= 46.7169189453125) { if (x[7] <= 52.44049072265625) { if (x[2] <= 61.570491790771484) { if (x[9] <= 48.325435638427734) { if (x[0] <= 389.0) { if (x[4] <= 35.53168296813965) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } else { votes[9] += 1; } } else { votes[0] += 1; } } else { if (x[4] <= 18.486517429351807) { votes[8] += 1; } else { votes[3] += 1; } } } else { if (x[2] <= 78.82124710083008) { if (x[2] <= 45.425228118896484) { if (x[0] <= 359.5) { if (x[9] <= 25.004761695861816) { if (x[7] <= 58.83895492553711) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[8] <= 66.04473876953125) { votes[9] += 1; } else { votes[3] += 1; } } } else { votes[9] += 1; } } else { if (x[3] <= 43.47774124145508) { if (x[4] <= 20.505735397338867) { votes[8] += 1; } else { if (x[9] <= 37.70304870605469) { votes[9] += 1; } else { votes[5] += 1; } } } else { if (x[9] <= 43.13772392272949) { votes[8] += 1; } else { votes[5] += 1; } } } } else { if (x[1] <= 182.86284637451172) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[1] <= 211.4388198852539) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[7] <= 65.58056259155273) { if (x[3] <= 96.92728042602539) { if (x[4] <= 72.1442756652832) { if (x[6] <= 36.81135368347168) { if (x[7] <= 30.428627014160156) { if (x[4] <= 60.45912551879883) { if (x[2] <= 29.371769905090332) { if (x[1] <= 235.06910705566406) { votes[3] += 1; } else { votes[1] += 1; } } else { if (x[7] <= 15.654927730560303) { votes[2] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 68.8796157836914) { if (x[8] <= 38.62705039978027) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[2] += 1; } } } else { if (x[5] <= 84.11619186401367) { if (x[0] <= 371.5) { if (x[2] <= 65.00633239746094) { votes[3] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } else { if (x[3] <= 51.917463302612305) { if (x[0] <= 324.0) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[0] += 1; } } } } else { if (x[9] <= 59.70219802856445) { if (x[1] <= 172.23800659179688) { if (x[2] <= 67.55163383483887) { if (x[3] <= 50.32939338684082) { votes[9] += 1; } else { votes[9] += 1; } } else { votes[0] += 1; } } else { if (x[8] <= 48.4250545501709) { if (x[6] <= 40.06913757324219) { votes[9] += 1; } else { votes[2] += 1; } } else { if (x[8] <= 67.66266250610352) { votes[7] += 1; } else { votes[5] += 1; } } } } else { if (x[5] <= 59.8845100402832) { if (x[9] <= 72.56490707397461) { votes[5] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 302.0) { votes[5] += 1; } else { votes[5] += 1; } } } } } else { if (x[2] <= 100.18801498413086) { if (x[7] <= 31.981184005737305) { if (x[8] <= 58.885698318481445) { if (x[0] <= 288.5) { if (x[5] <= 36.90429496765137) { votes[9] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 26.794557571411133) { votes[2] += 1; } else { votes[2] += 1; } } } else { if (x[6] <= 28.635591506958008) { votes[9] += 1; } else { if (x[2] <= 73.63545989990234) { votes[5] += 1; } else { votes[4] += 1; } } } } else { if (x[1] <= 171.4234619140625) { if (x[3] <= 52.12923049926758) { votes[9] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 193.38603973388672) { if (x[5] <= 56.60936737060547) { votes[4] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 19.014310836791992) { votes[2] += 1; } else { votes[4] += 1; } } } } } else { if (x[5] <= 18.006057739257812) { if (x[0] <= 304.5) { votes[7] += 1; } else { votes[4] += 1; } } else { if (x[1] <= 142.67220306396484) { votes[7] += 1; } else { if (x[8] <= 30.033145904541016) { votes[4] += 1; } else { votes[4] += 1; } } } } } } else { if (x[9] <= 31.848628997802734) { if (x[2] <= 45.203956604003906) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[2] += 1; } } } else { if (x[6] <= 32.97646903991699) { if (x[7] <= 71.47676467895508) { if (x[8] <= 48.82879829406738) { if (x[7] <= 67.88184356689453) { if (x[2] <= 70.26828384399414) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[1] += 1; } } else { votes[3] += 1; } } else { if (x[3] <= 36.54039001464844) { votes[2] += 1; } else { if (x[5] <= 39.58552932739258) { votes[7] += 1; } else { if (x[8] <= 35.276262283325195) { if (x[9] <= 26.280166625976562) { votes[6] += 1; } else { if (x[7] <= 84.85822677612305) { votes[6] += 1; } else { votes[6] += 1; } } } else { votes[6] += 1; } } } } } else { if (x[4] <= 78.65479278564453) { if (x[8] <= 33.17942142486572) { if (x[7] <= 84.33673477172852) { votes[9] += 1; } else { votes[6] += 1; } } else { if (x[3] <= 61.98479652404785) { if (x[9] <= 30.63197612762451) { votes[9] += 1; } else { if (x[7] <= 79.38349533081055) { votes[9] += 1; } else { if (x[1] <= 195.91864013671875) { votes[9] += 1; } else { votes[9] += 1; } } } } else { votes[1] += 1; } } } else { votes[4] += 1; } } } } } else { if (x[1] <= 161.4889678955078) { if (x[2] <= 27.228554725646973) { votes[9] += 1; } else { if (x[9] <= 60.1695499420166) { if (x[9] <= 42.03492546081543) { votes[4] += 1; } else { votes[1] += 1; } } else { votes[5] += 1; } } } else { if (x[2] <= 40.417463302612305) { if (x[7] <= 60.74342346191406) { votes[7] += 1; } else { if (x[3] <= 65.90675926208496) { votes[9] += 1; } else { votes[1] += 1; } } } else { if (x[4] <= 66.53393936157227) { if (x[6] <= 61.37955093383789) { votes[7] += 1; } else { if (x[3] <= 54.67549705505371) { votes[7] += 1; } else { votes[7] += 1; } } } else { votes[7] += 1; } } } } // tree #16 if (x[1] <= 226.52349090576172) { if (x[2] <= 106.1480598449707) { if (x[6] <= 61.386295318603516) { if (x[8] <= 70.3804931640625) { if (x[7] <= 60.100236892700195) { if (x[9] <= 48.13751220703125) { if (x[3] <= 89.84987258911133) { if (x[1] <= 173.57907104492188) { if (x[6] <= 27.217878341674805) { if (x[5] <= 53.17972373962402) { votes[9] += 1; } else { votes[3] += 1; } } else { if (x[8] <= 32.89174842834473) { votes[7] += 1; } else { votes[9] += 1; } } } else { if (x[3] <= 53.37555122375488) { if (x[4] <= 65.75170516967773) { votes[8] += 1; } else { votes[2] += 1; } } else { if (x[2] <= 51.870086669921875) { votes[3] += 1; } else { votes[4] += 1; } } } } else { if (x[8] <= 47.3082160949707) { if (x[1] <= 215.07276153564453) { if (x[3] <= 102.67000961303711) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } else { votes[0] += 1; } } } else { if (x[9] <= 76.0604476928711) { if (x[4] <= 63.4780158996582) { if (x[0] <= 311.0) { if (x[7] <= 35.55219841003418) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 54.73351860046387) { votes[9] += 1; } else { votes[5] += 1; } } } else { if (x[7] <= 43.31408500671387) { if (x[5] <= 41.70003700256348) { votes[5] += 1; } else { votes[2] += 1; } } else { votes[5] += 1; } } } else { if (x[1] <= 184.42156982421875) { votes[5] += 1; } else { votes[5] += 1; } } } } else { if (x[8] <= 31.3218412399292) { if (x[2] <= 30.805588722229004) { votes[9] += 1; } else { if (x[9] <= 26.0380277633667) { if (x[4] <= 81.95376205444336) { if (x[4] <= 77.49300384521484) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } else { if (x[7] <= 74.63391876220703) { if (x[5] <= 75.6171989440918) { votes[4] += 1; } else { votes[5] += 1; } } else { if (x[8] <= 14.870636463165283) { votes[6] += 1; } else { votes[6] += 1; } } } } } else { if (x[9] <= 27.41897678375244) { if (x[4] <= 43.6170597076416) { votes[0] += 1; } else { if (x[5] <= 78.36013412475586) { if (x[1] <= 207.19927978515625) { votes[6] += 1; } else { votes[7] += 1; } } else { if (x[3] <= 62.91617393493652) { votes[3] += 1; } else { votes[0] += 1; } } } } else { if (x[2] <= 51.957210540771484) { if (x[2] <= 21.822957038879395) { if (x[1] <= 179.1591567993164) { votes[9] += 1; } else { votes[9] += 1; } } else { if (x[4] <= 71.3712158203125) { votes[9] += 1; } else { votes[3] += 1; } } } else { if (x[4] <= 58.98930358886719) { if (x[0] <= 302.0) { votes[1] += 1; } else { votes[5] += 1; } } else { votes[4] += 1; } } } } } } else { if (x[5] <= 55.84825134277344) { if (x[2] <= 64.68123245239258) { if (x[8] <= 88.19210052490234) { if (x[9] <= 34.206350326538086) { votes[3] += 1; } else { if (x[6] <= 44.64879608154297) { votes[5] += 1; } else { votes[1] += 1; } } } else { votes[3] += 1; } } else { if (x[7] <= 48.312774658203125) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[5] <= 64.47519302368164) { if (x[5] <= 59.58409881591797) { if (x[2] <= 69.86199188232422) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[0] += 1; } } else { if (x[4] <= 52.01467514038086) { if (x[0] <= 315.5) { if (x[2] <= 47.73481750488281) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[0] += 1; } } else { votes[3] += 1; } } } } } else { if (x[3] <= 59.80742835998535) { if (x[9] <= 74.43890380859375) { if (x[2] <= 35.44371032714844) { if (x[8] <= 57.39945030212402) { votes[9] += 1; } else { votes[7] += 1; } } else { if (x[4] <= 63.70999526977539) { if (x[0] <= 347.0) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[4] += 1; } } } else { votes[5] += 1; } } else { if (x[7] <= 55.0858097076416) { votes[7] += 1; } else { if (x[0] <= 327.0) { if (x[9] <= 48.036216735839844) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[9] += 1; } } } } } else { if (x[5] <= 65.28254699707031) { if (x[9] <= 46.870988845825195) { if (x[8] <= 61.10096549987793) { if (x[2] <= 113.41958999633789) { if (x[1] <= 164.57755279541016) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[9] <= 42.636417388916016) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[0] += 1; } } } else { if (x[5] <= 56.98235321044922) { if (x[1] <= 251.08988189697266) { if (x[6] <= 16.733097076416016) { if (x[8] <= 33.23711585998535) { if (x[5] <= 21.488696098327637) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[8] += 1; } } else { if (x[1] <= 237.23027801513672) { if (x[4] <= 33.536155700683594) { votes[8] += 1; } else { if (x[0] <= 333.5) { votes[3] += 1; } else { votes[2] += 1; } } } else { if (x[7] <= 39.857643127441406) { votes[8] += 1; } else { votes[8] += 1; } } } } else { if (x[6] <= 35.210750579833984) { if (x[5] <= 26.499369621276855) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } else { if (x[3] <= 64.01896667480469) { votes[1] += 1; } else { if (x[3] <= 71.61040496826172) { votes[1] += 1; } else { votes[1] += 1; } } } } // tree #17 if (x[2] <= 97.2536392211914) { if (x[2] <= 45.92843055725098) { if (x[4] <= 34.804765701293945) { if (x[3] <= 90.1493034362793) { if (x[6] <= 23.907426834106445) { if (x[0] <= 392.5) { if (x[5] <= 55.65753364562988) { if (x[1] <= 182.77798461914062) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } else { votes[1] += 1; } } else { if (x[7] <= 51.28949737548828) { if (x[1] <= 181.80831146240234) { if (x[5] <= 52.24736404418945) { votes[9] += 1; } else { if (x[9] <= 71.87095260620117) { votes[0] += 1; } else { votes[5] += 1; } } } else { if (x[5] <= 40.506011962890625) { if (x[4] <= 13.678066730499268) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } } else { if (x[9] <= 26.88131046295166) { votes[8] += 1; } else { if (x[5] <= 70.7744026184082) { if (x[6] <= 40.260406494140625) { votes[9] += 1; } else { votes[9] += 1; } } else { votes[2] += 1; } } } } } else { if (x[9] <= 19.512965202331543) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[6] <= 32.68349266052246) { if (x[1] <= 233.91780853271484) { if (x[9] <= 19.77507781982422) { if (x[7] <= 61.01018142700195) { if (x[5] <= 51.83151626586914) { if (x[8] <= 24.71092414855957) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 179.1275863647461) { votes[0] += 1; } else { votes[1] += 1; } } } else { if (x[6] <= 25.025421142578125) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[3] <= 82.89435577392578) { if (x[9] <= 57.586896896362305) { if (x[3] <= 62.88824272155762) { if (x[8] <= 38.698225021362305) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[2] <= 35.33487892150879) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[3] <= 43.932016372680664) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[5] <= 47.004892349243164) { votes[5] += 1; } else { votes[6] += 1; } } } } else { if (x[3] <= 62.40064239501953) { votes[1] += 1; } else { if (x[8] <= 29.803946495056152) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[8] <= 57.490671157836914) { if (x[1] <= 170.66734313964844) { if (x[5] <= 79.08031463623047) { if (x[9] <= 27.091456413269043) { votes[6] += 1; } else { if (x[0] <= 268.5) { votes[9] += 1; } else { votes[9] += 1; } } } else { if (x[2] <= 23.529736518859863) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 75.6315689086914) { if (x[7] <= 43.40367126464844) { if (x[3] <= 61.5084285736084) { if (x[8] <= 36.37872123718262) { votes[1] += 1; } else { votes[5] += 1; } } else { votes[2] += 1; } } else { if (x[2] <= 26.13292694091797) { votes[3] += 1; } else { if (x[5] <= 50.957468032836914) { votes[9] += 1; } else { votes[9] += 1; } } } } else { if (x[2] <= 35.82110786437988) { if (x[5] <= 45.552757263183594) { votes[1] += 1; } else { if (x[6] <= 35.07685661315918) { votes[1] += 1; } else { votes[1] += 1; } } } else { votes[1] += 1; } } } } else { if (x[7] <= 57.85520553588867) { if (x[6] <= 51.03664016723633) { votes[5] += 1; } else { if (x[9] <= 49.41196632385254) { votes[7] += 1; } else { votes[7] += 1; } } } else { if (x[5] <= 68.18602752685547) { if (x[3] <= 70.01921081542969) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[5] += 1; } } } } } } else { if (x[8] <= 70.10728073120117) { if (x[8] <= 37.93393898010254) { if (x[6] <= 66.12166213989258) { if (x[7] <= 63.458452224731445) { if (x[5] <= 62.1429500579834) { if (x[4] <= 53.01083564758301) { if (x[9] <= 38.32196617126465) { if (x[7] <= 47.17905616760254) { votes[8] += 1; } else { votes[9] += 1; } } else { if (x[5] <= 33.244911193847656) { votes[3] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 48.02571678161621) { if (x[7] <= 36.42822456359863) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 328.5) { votes[4] += 1; } else { votes[2] += 1; } } } } else { if (x[9] <= 39.331472396850586) { if (x[3] <= 60.71609306335449) { if (x[9] <= 27.081231117248535) { votes[8] += 1; } else { votes[6] += 1; } } else { votes[1] += 1; } } else { if (x[1] <= 181.1860809326172) { if (x[4] <= 39.28645896911621) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[9] <= 67.24819946289062) { votes[2] += 1; } else { votes[5] += 1; } } } } } else { if (x[6] <= 28.38317108154297) { if (x[4] <= 60.86338996887207) { if (x[1] <= 203.85453033447266) { if (x[9] <= 29.233847618103027) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } else { votes[6] += 1; } } else { if (x[4] <= 25.55994415283203) { votes[5] += 1; } else { if (x[5] <= 45.378374099731445) { votes[4] += 1; } else { if (x[6] <= 32.1583194732666) { votes[9] += 1; } else { votes[6] += 1; } } } } } } else { if (x[6] <= 77.1934928894043) { votes[7] += 1; } else { votes[7] += 1; } } } else { if (x[1] <= 162.46858978271484) { if (x[8] <= 54.24203109741211) { if (x[4] <= 73.0903148651123) { if (x[4] <= 38.92702674865723) { votes[7] += 1; } else { if (x[7] <= 51.7158088684082) { votes[3] += 1; } else { votes[6] += 1; } } } else { votes[9] += 1; } } else { if (x[9] <= 19.099587440490723) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[4] <= 73.49493026733398) { if (x[1] <= 210.42861938476562) { if (x[6] <= 58.82428550720215) { if (x[6] <= 38.14874458312988) { if (x[4] <= 39.66591835021973) { votes[8] += 1; } else { votes[5] += 1; } } else { if (x[9] <= 48.94822311401367) { votes[7] += 1; } else { votes[2] += 1; } } } else { if (x[8] <= 64.57501983642578) { votes[7] += 1; } else { votes[7] += 1; } } } else { if (x[9] <= 37.75773620605469) { if (x[4] <= 37.684648513793945) { votes[1] += 1; } else { votes[2] += 1; } } else { votes[5] += 1; } } } else { if (x[9] <= 32.172895431518555) { if (x[6] <= 48.21634292602539) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[9] <= 44.08288764953613) { if (x[8] <= 48.794925689697266) { votes[4] += 1; } else { votes[9] += 1; } } else { if (x[8] <= 55.94305419921875) { if (x[6] <= 40.63343048095703) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[4] <= 82.60626983642578) { votes[5] += 1; } else { votes[2] += 1; } } } } } } } } else { if (x[5] <= 46.96341323852539) { votes[5] += 1; } else { if (x[6] <= 54.48637390136719) { if (x[3] <= 52.98104476928711) { if (x[7] <= 41.542083740234375) { votes[0] += 1; } else { votes[5] += 1; } } else { if (x[9] <= 43.72758674621582) { votes[0] += 1; } else { votes[0] += 1; } } } else { votes[0] += 1; } } } } } else { if (x[8] <= 65.31142044067383) { if (x[6] <= 16.012556076049805) { votes[2] += 1; } else { if (x[4] <= 67.72855758666992) { votes[4] += 1; } else { if (x[5] <= 64.78449630737305) { if (x[4] <= 79.45832061767578) { if (x[9] <= 24.342979431152344) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[9] <= 48.332820892333984) { if (x[8] <= 32.474761962890625) { if (x[4] <= 93.99094009399414) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[4] += 1; } } } else { votes[4] += 1; } } } } else { if (x[0] <= 344.0) { votes[4] += 1; } else { votes[0] += 1; } } } // tree #18 if (x[9] <= 59.647037506103516) { if (x[2] <= 107.71371459960938) { if (x[8] <= 62.483673095703125) { if (x[6] <= 58.685441970825195) { if (x[7] <= 65.5698356628418) { if (x[2] <= 46.004262924194336) { if (x[1] <= 197.30980682373047) { if (x[4] <= 45.817108154296875) { if (x[8] <= 31.741975784301758) { if (x[4] <= 23.781015396118164) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[6] <= 25.868245124816895) { votes[8] += 1; } else { votes[9] += 1; } } } else { if (x[5] <= 65.31638717651367) { if (x[3] <= 72.23237991333008) { votes[3] += 1; } else { votes[5] += 1; } } else { if (x[6] <= 27.503382682800293) { votes[3] += 1; } else { votes[9] += 1; } } } } else { if (x[0] <= 309.5) { if (x[3] <= 95.89405059814453) { if (x[6] <= 28.021390914916992) { votes[8] += 1; } else { votes[7] += 1; } } else { if (x[2] <= 31.643698692321777) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[1] <= 258.88873291015625) { if (x[7] <= 28.552260398864746) { votes[8] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } else { if (x[4] <= 70.41193389892578) { if (x[3] <= 58.105966567993164) { if (x[7] <= 50.799787521362305) { if (x[9] <= 28.8255672454834) { votes[8] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 75.40192794799805) { votes[3] += 1; } else { votes[5] += 1; } } } else { if (x[2] <= 67.4421501159668) { if (x[1] <= 160.7779769897461) { votes[6] += 1; } else { votes[1] += 1; } } else { if (x[1] <= 164.86233520507812) { votes[0] += 1; } else { votes[6] += 1; } } } } else { if (x[5] <= 24.91664981842041) { if (x[1] <= 164.86351776123047) { votes[9] += 1; } else { if (x[9] <= 27.279542922973633) { votes[4] += 1; } else { votes[9] += 1; } } } else { if (x[9] <= 35.2742919921875) { if (x[0] <= 342.0) { votes[4] += 1; } else { votes[2] += 1; } } else { if (x[8] <= 47.70943641662598) { votes[2] += 1; } else { votes[2] += 1; } } } } } } else { if (x[8] <= 38.408451080322266) { if (x[6] <= 33.15814781188965) { if (x[9] <= 37.81451606750488) { if (x[3] <= 39.7380428314209) { votes[6] += 1; } else { if (x[2] <= 80.51767349243164) { votes[6] += 1; } else { votes[6] += 1; } } } else { votes[6] += 1; } } else { if (x[1] <= 181.44022369384766) { votes[9] += 1; } else { if (x[9] <= 36.32684135437012) { votes[4] += 1; } else { votes[6] += 1; } } } } else { if (x[9] <= 29.515151977539062) { if (x[8] <= 50.16792106628418) { if (x[1] <= 171.96209716796875) { votes[6] += 1; } else { votes[1] += 1; } } else { votes[2] += 1; } } else { if (x[6] <= 40.25103950500488) { if (x[0] <= 307.5) { votes[2] += 1; } else { votes[9] += 1; } } else { if (x[8] <= 43.704538345336914) { votes[9] += 1; } else { votes[9] += 1; } } } } } } else { if (x[2] <= 35.475990295410156) { if (x[9] <= 42.76141166687012) { votes[7] += 1; } else { votes[9] += 1; } } else { if (x[6] <= 63.50863456726074) { if (x[5] <= 54.47928237915039) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } } } else { if (x[1] <= 158.80980682373047) { if (x[2] <= 43.34536933898926) { votes[3] += 1; } else { votes[0] += 1; } } else { if (x[5] <= 27.100236892700195) { if (x[4] <= 51.1922550201416) { votes[8] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 73.1003646850586) { if (x[9] <= 46.57355308532715) { if (x[9] <= 19.813705444335938) { votes[1] += 1; } else { if (x[7] <= 82.8436164855957) { if (x[2] <= 45.346059799194336) { votes[3] += 1; } else { votes[7] += 1; } } else { votes[6] += 1; } } } else { if (x[6] <= 46.10226249694824) { votes[5] += 1; } else { if (x[8] <= 76.29642486572266) { votes[7] += 1; } else { votes[1] += 1; } } } } else { if (x[4] <= 35.77375602722168) { votes[0] += 1; } else { votes[0] += 1; } } } } } } else { if (x[3] <= 26.771748542785645) { votes[4] += 1; } else { if (x[0] <= 292.0) { if (x[5] <= 40.438079833984375) { votes[7] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 113.20600891113281) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[5] <= 59.32603454589844) { if (x[1] <= 160.77208709716797) { votes[9] += 1; } else { if (x[3] <= 54.50215148925781) { if (x[6] <= 49.19553565979004) { if (x[0] <= 336.0) { if (x[7] <= 32.23635673522949) { votes[5] += 1; } else { votes[3] += 1; } } else { votes[5] += 1; } } else { if (x[9] <= 73.62872695922852) { votes[7] += 1; } else { votes[7] += 1; } } } else { if (x[1] <= 179.34712982177734) { votes[2] += 1; } else { if (x[6] <= 43.316192626953125) { votes[2] += 1; } else { votes[5] += 1; } } } } } else { if (x[7] <= 44.469987869262695) { if (x[0] <= 267.5) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[1] <= 162.49713897705078) { if (x[5] <= 91.54629516601562) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[3] <= 34.358917236328125) { if (x[6] <= 54.35659217834473) { votes[5] += 1; } else { votes[7] += 1; } } else { if (x[6] <= 58.106689453125) { votes[2] += 1; } else { votes[7] += 1; } } } } } } // tree #19 if (x[2] <= 45.95516395568848) { if (x[1] <= 206.1542205810547) { if (x[3] <= 84.13082122802734) { if (x[2] <= 15.811802864074707) { if (x[6] <= 30.10609531402588) { if (x[4] <= 37.15237236022949) { if (x[2] <= 9.690385341644287) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[3] += 1; } } else { if (x[9] <= 60.07111930847168) { if (x[4] <= 25.72296142578125) { votes[9] += 1; } else { if (x[5] <= 46.03889465332031) { votes[9] += 1; } else { if (x[5] <= 58.6577205657959) { votes[9] += 1; } else { votes[9] += 1; } } } } else { votes[5] += 1; } } } else { if (x[6] <= 33.94554138183594) { if (x[9] <= 59.1919059753418) { if (x[8] <= 38.698225021362305) { if (x[3] <= 35.93039131164551) { if (x[4] <= 35.29471015930176) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[7] <= 57.636159896850586) { if (x[1] <= 174.8339614868164) { votes[3] += 1; } else { votes[2] += 1; } } else { votes[6] += 1; } } } else { if (x[3] <= 31.095276832580566) { if (x[5] <= 34.788801193237305) { votes[8] += 1; } else { if (x[2] <= 29.35546112060547) { votes[2] += 1; } else { votes[3] += 1; } } } else { if (x[7] <= 71.63601684570312) { if (x[8] <= 80.87568283081055) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[8] += 1; } } } } else { votes[5] += 1; } } else { if (x[6] <= 59.47473907470703) { if (x[9] <= 60.83746528625488) { if (x[5] <= 36.561973571777344) { votes[5] += 1; } else { if (x[1] <= 175.34256744384766) { if (x[5] <= 69.1778678894043) { votes[9] += 1; } else { votes[9] += 1; } } else { if (x[4] <= 41.77470016479492) { votes[9] += 1; } else { votes[2] += 1; } } } } else { if (x[0] <= 280.0) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[5] <= 66.6814136505127) { if (x[7] <= 56.159854888916016) { if (x[7] <= 40.59589767456055) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[1] += 1; } } else { votes[5] += 1; } } } } } else { if (x[1] <= 164.1084976196289) { if (x[5] <= 75.05791854858398) { if (x[1] <= 145.6185760498047) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[0] += 1; } } else { if (x[3] <= 91.17548751831055) { votes[1] += 1; } else { if (x[4] <= 74.27582550048828) { votes[1] += 1; } else { votes[1] += 1; } } } } } else { if (x[6] <= 51.09427452087402) { if (x[5] <= 54.36051559448242) { if (x[0] <= 330.5) { if (x[7] <= 38.9706916809082) { if (x[3] <= 106.2811279296875) { if (x[3] <= 72.1713752746582) { votes[8] += 1; } else { votes[2] += 1; } } else { votes[1] += 1; } } else { if (x[3] <= 79.78034210205078) { votes[3] += 1; } else { votes[1] += 1; } } } else { if (x[3] <= 59.79297637939453) { if (x[1] <= 258.51397705078125) { if (x[8] <= 32.02371025085449) { votes[8] += 1; } else { if (x[7] <= 44.149213790893555) { if (x[8] <= 40.31046485900879) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } } else { votes[1] += 1; } } else { if (x[0] <= 344.5) { if (x[1] <= 236.15452575683594) { votes[2] += 1; } else { votes[1] += 1; } } else { if (x[2] <= 22.261394500732422) { votes[1] += 1; } else { votes[1] += 1; } } } } } else { if (x[1] <= 231.936279296875) { if (x[3] <= 85.48498153686523) { if (x[3] <= 61.71054458618164) { if (x[6] <= 28.66917133331299) { if (x[6] <= 14.009918689727783) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[9] += 1; } } else { votes[2] += 1; } } else { votes[1] += 1; } } else { votes[1] += 1; } } } else { if (x[0] <= 335.0) { votes[7] += 1; } else { votes[5] += 1; } } } } else { if (x[8] <= 64.10010719299316) { if (x[2] <= 101.9547348022461) { if (x[7] <= 63.81560516357422) { if (x[6] <= 58.71276092529297) { if (x[7] <= 36.04281044006348) { if (x[5] <= 32.16877555847168) { if (x[8] <= 54.56388473510742) { if (x[0] <= 312.5) { if (x[8] <= 49.53206443786621) { votes[2] += 1; } else { votes[9] += 1; } } else { if (x[2] <= 63.20233154296875) { votes[5] += 1; } else { votes[4] += 1; } } } else { if (x[6] <= 30.1147518157959) { votes[8] += 1; } else { votes[4] += 1; } } } else { if (x[9] <= 55.11319923400879) { if (x[4] <= 52.837032318115234) { if (x[2] <= 62.21069526672363) { votes[8] += 1; } else { votes[0] += 1; } } else { if (x[4] <= 100.37487411499023) { votes[2] += 1; } else { votes[9] += 1; } } } else { if (x[7] <= 24.271924018859863) { if (x[6] <= 24.2171049118042) { votes[5] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 43.9300479888916) { votes[2] += 1; } else { votes[5] += 1; } } } } } else { if (x[4] <= 83.77101516723633) { if (x[1] <= 148.22046661376953) { if (x[0] <= 264.0) { votes[6] += 1; } else { votes[0] += 1; } } else { if (x[5] <= 96.18579864501953) { if (x[2] <= 62.78605270385742) { votes[2] += 1; } else { votes[6] += 1; } } else { votes[5] += 1; } } } else { if (x[4] <= 104.20643997192383) { if (x[8] <= 24.299704551696777) { votes[4] += 1; } else { if (x[6] <= 36.005680084228516) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } } } else { if (x[3] <= 50.062461853027344) { if (x[8] <= 37.011064529418945) { if (x[7] <= 29.90132236480713) { votes[7] += 1; } else { if (x[8] <= 24.625850677490234) { votes[7] += 1; } else { votes[7] += 1; } } } else { votes[7] += 1; } } else { votes[7] += 1; } } } else { if (x[2] <= 89.66048812866211) { if (x[7] <= 77.34479522705078) { if (x[8] <= 49.883522033691406) { if (x[6] <= 36.3075065612793) { if (x[9] <= 33.53653335571289) { if (x[6] <= 28.221912384033203) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } else { if (x[2] <= 59.22081756591797) { votes[5] += 1; } else { votes[4] += 1; } } } else { votes[7] += 1; } } else { if (x[3] <= 36.37222480773926) { if (x[4] <= 53.34879112243652) { votes[6] += 1; } else { votes[9] += 1; } } else { if (x[1] <= 211.5907745361328) { votes[6] += 1; } else { votes[6] += 1; } } } } else { votes[4] += 1; } } } else { if (x[7] <= 27.222232818603516) { votes[7] += 1; } else { if (x[5] <= 63.154069900512695) { if (x[0] <= 347.5) { if (x[9] <= 35.56269073486328) { if (x[2] <= 106.17152786254883) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[1] <= 147.04867553710938) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } else { votes[4] += 1; } } } } else { if (x[4] <= 43.58236885070801) { if (x[4] <= 24.446611404418945) { votes[0] += 1; } else { if (x[2] <= 50.781856536865234) { votes[0] += 1; } else { if (x[5] <= 78.98022842407227) { if (x[2] <= 68.81028366088867) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[0] += 1; } } } } else { if (x[4] <= 52.7741756439209) { if (x[6] <= 45.64096641540527) { votes[3] += 1; } else { votes[7] += 1; } } else { if (x[1] <= 180.88605499267578) { votes[4] += 1; } else { if (x[5] <= 43.37565612792969) { votes[5] += 1; } else { if (x[2] <= 57.7798957824707) { votes[5] += 1; } else { votes[2] += 1; } } } } } } } // tree #20 if (x[2] <= 46.713932037353516) { if (x[1] <= 227.24151611328125) { if (x[9] <= 66.80337524414062) { if (x[1] <= 180.00955200195312) { if (x[3] <= 63.07927322387695) { if (x[2] <= 12.246678829193115) { votes[9] += 1; } else { if (x[7] <= 66.31132888793945) { if (x[6] <= 35.58356857299805) { if (x[1] <= 145.3226776123047) { votes[3] += 1; } else { if (x[5] <= 70.84111022949219) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[0] <= 299.0) { votes[9] += 1; } else { votes[9] += 1; } } } else { if (x[8] <= 57.20902633666992) { if (x[1] <= 164.552490234375) { votes[9] += 1; } else { votes[9] += 1; } } else { if (x[0] <= 298.5) { votes[9] += 1; } else { votes[3] += 1; } } } } } else { if (x[4] <= 65.98183059692383) { if (x[4] <= 60.03042221069336) { if (x[1] <= 114.36887741088867) { votes[0] += 1; } else { if (x[4] <= 51.00127410888672) { votes[9] += 1; } else { votes[9] += 1; } } } else { votes[1] += 1; } } else { if (x[9] <= 21.62842082977295) { votes[6] += 1; } else { if (x[8] <= 56.81569862365723) { votes[6] += 1; } else { votes[1] += 1; } } } } } else { if (x[3] <= 87.60286331176758) { if (x[7] <= 35.60971450805664) { if (x[4] <= 37.984554290771484) { if (x[8] <= 42.63720703125) { votes[8] += 1; } else { votes[8] += 1; } } else { if (x[3] <= 72.91214370727539) { if (x[8] <= 46.7593879699707) { if (x[6] <= 37.34123611450195) { votes[8] += 1; } else { votes[2] += 1; } } else { votes[7] += 1; } } else { votes[5] += 1; } } } else { if (x[0] <= 346.5) { if (x[6] <= 29.832948684692383) { if (x[4] <= 22.60130786895752) { if (x[4] <= 13.025464057922363) { votes[3] += 1; } else { votes[8] += 1; } } else { if (x[7] <= 75.93735122680664) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[2] <= 23.76901149749756) { if (x[4] <= 41.3253173828125) { votes[2] += 1; } else { votes[1] += 1; } } else { if (x[9] <= 40.225494384765625) { votes[7] += 1; } else { votes[9] += 1; } } } } else { if (x[3] <= 42.367069244384766) { if (x[4] <= 50.952619552612305) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[5] <= 62.79804229736328) { votes[9] += 1; } else { votes[9] += 1; } } } } } else { if (x[9] <= 21.923897743225098) { if (x[3] <= 95.35895538330078) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[0] <= 298.5) { votes[5] += 1; } else { votes[1] += 1; } } } } } else { if (x[6] <= 43.15541076660156) { votes[5] += 1; } else { if (x[3] <= 62.432573318481445) { votes[5] += 1; } else { votes[5] += 1; } } } } else { if (x[1] <= 242.9531021118164) { if (x[8] <= 24.168350219726562) { if (x[9] <= 26.127107620239258) { if (x[7] <= 20.344463348388672) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[2] += 1; } } else { if (x[1] <= 234.27312469482422) { if (x[9] <= 36.05971717834473) { if (x[9] <= 21.67127227783203) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[3] += 1; } } else { if (x[7] <= 36.50413131713867) { votes[8] += 1; } else { votes[1] += 1; } } } } else { if (x[0] <= 337.0) { votes[1] += 1; } else { if (x[7] <= 20.2089900970459) { votes[8] += 1; } else { if (x[6] <= 28.32239055633545) { if (x[9] <= 13.692124843597412) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } } } else { if (x[4] <= 74.10191345214844) { if (x[4] <= 29.59377956390381) { if (x[1] <= 174.2432861328125) { if (x[2] <= 59.664520263671875) { if (x[3] <= 52.81982231140137) { votes[5] += 1; } else { if (x[8] <= 90.75752639770508) { votes[0] += 1; } else { votes[0] += 1; } } } else { if (x[0] <= 271.5) { if (x[1] <= 136.703125) { votes[0] += 1; } else { votes[7] += 1; } } else { if (x[6] <= 53.55852127075195) { if (x[8] <= 55.26145362854004) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[0] += 1; } } } } else { if (x[7] <= 46.2301025390625) { if (x[9] <= 29.82516574859619) { if (x[2] <= 71.98735809326172) { votes[8] += 1; } else { votes[0] += 1; } } else { if (x[3] <= 22.976268768310547) { votes[7] += 1; } else { if (x[8] <= 42.44007110595703) { votes[7] += 1; } else { votes[0] += 1; } } } } else { if (x[0] <= 287.5) { votes[7] += 1; } else { if (x[6] <= 37.33520698547363) { votes[3] += 1; } else { if (x[5] <= 90.69143676757812) { votes[5] += 1; } else { votes[5] += 1; } } } } } } else { if (x[9] <= 39.20505714416504) { if (x[7] <= 63.78265571594238) { if (x[3] <= 56.45675277709961) { if (x[7] <= 57.22893714904785) { if (x[2] <= 104.97519302368164) { if (x[8] <= 37.467769622802734) { if (x[5] <= 63.494497299194336) { votes[2] += 1; } else { votes[7] += 1; } } else { if (x[6] <= 38.21928596496582) { votes[8] += 1; } else { votes[7] += 1; } } } else { votes[4] += 1; } } else { if (x[3] <= 44.9265193939209) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[8] <= 57.376373291015625) { if (x[2] <= 52.48953437805176) { votes[1] += 1; } else { if (x[1] <= 176.2789306640625) { if (x[2] <= 73.69822311401367) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[1] += 1; } } } else { votes[0] += 1; } } } else { if (x[8] <= 51.55190849304199) { if (x[6] <= 5.760260105133057) { votes[6] += 1; } else { if (x[8] <= 32.69318199157715) { votes[6] += 1; } else { if (x[6] <= 28.689351081848145) { votes[6] += 1; } else { votes[6] += 1; } } } } else { votes[0] += 1; } } } else { if (x[6] <= 60.65969467163086) { if (x[7] <= 55.368927001953125) { if (x[0] <= 259.5) { votes[3] += 1; } else { if (x[6] <= 40.769813537597656) { if (x[7] <= 15.52477741241455) { votes[2] += 1; } else { if (x[9] <= 53.58584403991699) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[4] <= 48.83852958679199) { votes[0] += 1; } else { if (x[7] <= 37.101470947265625) { votes[7] += 1; } else { votes[2] += 1; } } } } } else { if (x[1] <= 197.6573028564453) { if (x[6] <= 29.342677116394043) { votes[3] += 1; } else { if (x[1] <= 178.15176391601562) { votes[2] += 1; } else { votes[9] += 1; } } } else { votes[5] += 1; } } } else { if (x[8] <= 60.03694152832031) { if (x[5] <= 43.603660583496094) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } } } } else { if (x[9] <= 39.558237075805664) { if (x[6] <= 34.215511322021484) { if (x[0] <= 337.5) { if (x[1] <= 187.57378387451172) { if (x[9] <= 31.46434211730957) { if (x[2] <= 96.83755874633789) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 109.62900924682617) { votes[9] += 1; } else { votes[4] += 1; } } } else { if (x[1] <= 200.70299530029297) { votes[2] += 1; } else { votes[2] += 1; } } } else { if (x[3] <= 54.00701713562012) { votes[2] += 1; } else { votes[6] += 1; } } } else { if (x[5] <= 13.87471342086792) { votes[4] += 1; } else { if (x[0] <= 269.5) { votes[4] += 1; } else { if (x[8] <= 63.580955505371094) { if (x[2] <= 57.416215896606445) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } } } } else { if (x[1] <= 169.64813995361328) { if (x[5] <= 46.00460624694824) { if (x[8] <= 48.063283920288086) { votes[4] += 1; } else { votes[9] += 1; } } else { if (x[1] <= 155.27140045166016) { votes[9] += 1; } else { votes[2] += 1; } } } else { if (x[3] <= 61.82625198364258) { if (x[9] <= 42.97217559814453) { votes[2] += 1; } else { if (x[4] <= 79.29759216308594) { votes[2] += 1; } else { if (x[4] <= 86.55101776123047) { votes[2] += 1; } else { if (x[1] <= 186.7146453857422) { votes[2] += 1; } else { votes[2] += 1; } } } } } else { if (x[8] <= 43.624839782714844) { votes[2] += 1; } else { votes[5] += 1; } } } } } } // tree #21 if (x[6] <= 59.36237716674805) { if (x[4] <= 26.79054355621338) { if (x[3] <= 55.03073692321777) { if (x[6] <= 30.55018901824951) { if (x[1] <= 183.8284454345703) { if (x[8] <= 54.508460998535156) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[8] <= 37.35091781616211) { votes[8] += 1; } else { if (x[3] <= 34.44072341918945) { votes[8] += 1; } else { if (x[5] <= 28.832974433898926) { votes[8] += 1; } else { votes[8] += 1; } } } } } else { if (x[9] <= 62.814226150512695) { if (x[7] <= 21.540538787841797) { votes[0] += 1; } else { if (x[6] <= 42.348344802856445) { votes[8] += 1; } else { votes[9] += 1; } } } else { votes[5] += 1; } } } else { if (x[5] <= 42.7773551940918) { if (x[3] <= 93.29768753051758) { votes[8] += 1; } else { votes[1] += 1; } } else { if (x[2] <= 46.03485107421875) { votes[1] += 1; } else { if (x[8] <= 53.24165153503418) { votes[0] += 1; } else { votes[0] += 1; } } } } } else { if (x[2] <= 100.3383560180664) { if (x[7] <= 62.77556037902832) { if (x[4] <= 73.59435653686523) { if (x[9] <= 45.027809143066406) { if (x[4] <= 41.876590728759766) { if (x[2] <= 67.6541633605957) { if (x[7] <= 27.420080184936523) { if (x[3] <= 52.74356460571289) { votes[8] += 1; } else { votes[1] += 1; } } else { if (x[3] <= 62.20830535888672) { votes[9] += 1; } else { votes[1] += 1; } } } else { if (x[8] <= 57.080461502075195) { if (x[7] <= 49.15888023376465) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[0] += 1; } } } else { if (x[1] <= 220.02576446533203) { if (x[1] <= 128.4522819519043) { votes[9] += 1; } else { if (x[3] <= 71.10190963745117) { votes[3] += 1; } else { votes[1] += 1; } } } else { if (x[0] <= 340.5) { if (x[5] <= 47.004892349243164) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[8] <= 28.1224365234375) { votes[1] += 1; } else { votes[8] += 1; } } } } } else { if (x[5] <= 65.01519393920898) { if (x[2] <= 34.83054542541504) { if (x[2] <= 22.66317367553711) { votes[9] += 1; } else { if (x[6] <= 35.57613563537598) { votes[3] += 1; } else { votes[2] += 1; } } } else { if (x[7] <= 29.428689002990723) { if (x[5] <= 41.87968635559082) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[8] <= 49.432111740112305) { votes[2] += 1; } else { votes[5] += 1; } } } } else { if (x[6] <= 37.22125434875488) { if (x[8] <= 45.78109550476074) { votes[5] += 1; } else { if (x[0] <= 327.0) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[1] <= 187.13302612304688) { if (x[8] <= 37.684078216552734) { votes[5] += 1; } else { votes[2] += 1; } } else { votes[9] += 1; } } } } } else { if (x[9] <= 23.835620880126953) { if (x[3] <= 88.21694946289062) { if (x[6] <= 31.836551666259766) { votes[1] += 1; } else { if (x[0] <= 309.5) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[1] += 1; } } else { if (x[0] <= 290.0) { if (x[6] <= 32.70362854003906) { if (x[7] <= 24.41584014892578) { votes[9] += 1; } else { if (x[5] <= 32.83836364746094) { votes[9] += 1; } else { votes[9] += 1; } } } else { if (x[8] <= 44.57343101501465) { votes[2] += 1; } else { votes[5] += 1; } } } else { if (x[2] <= 68.55035400390625) { if (x[6] <= 46.80475616455078) { if (x[2] <= 65.3556137084961) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 54.64505958557129) { votes[5] += 1; } else { votes[4] += 1; } } } else { if (x[9] <= 42.97217559814453) { if (x[9] <= 33.61894416809082) { votes[2] += 1; } else { votes[9] += 1; } } else { votes[2] += 1; } } } } } } else { if (x[6] <= 35.72410011291504) { if (x[2] <= 32.85102844238281) { if (x[1] <= 148.91829681396484) { votes[6] += 1; } else { if (x[8] <= 66.04264068603516) { votes[1] += 1; } else { votes[3] += 1; } } } else { if (x[6] <= 15.74323844909668) { if (x[7] <= 80.50045394897461) { if (x[2] <= 57.081268310546875) { votes[3] += 1; } else { if (x[1] <= 198.99217987060547) { votes[6] += 1; } else { votes[7] += 1; } } } else { if (x[9] <= 19.461469650268555) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[5] <= 39.17786979675293) { votes[6] += 1; } else { if (x[4] <= 56.72248649597168) { if (x[1] <= 196.67723846435547) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } } } } else { if (x[9] <= 27.46620750427246) { if (x[1] <= 176.88551330566406) { votes[6] += 1; } else { votes[7] += 1; } } else { if (x[2] <= 52.71924018859863) { if (x[4] <= 32.243468284606934) { votes[9] += 1; } else { if (x[3] <= 77.82316207885742) { if (x[3] <= 31.082624435424805) { votes[9] += 1; } else { votes[9] += 1; } } else { votes[9] += 1; } } } else { if (x[9] <= 39.985496520996094) { votes[4] += 1; } else { votes[6] += 1; } } } } } } else { if (x[8] <= 31.954570770263672) { if (x[6] <= 31.9706974029541) { votes[2] += 1; } else { if (x[8] <= 26.796059608459473) { votes[4] += 1; } else { votes[7] += 1; } } } else { if (x[4] <= 67.72855758666992) { votes[4] += 1; } else { if (x[2] <= 110.53316116333008) { if (x[4] <= 84.54167175292969) { votes[4] += 1; } else { if (x[9] <= 26.383524894714355) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } } } } } else { if (x[7] <= 69.6806411743164) { if (x[9] <= 74.43890380859375) { if (x[2] <= 33.732065200805664) { if (x[1] <= 193.33708953857422) { votes[1] += 1; } else { votes[7] += 1; } } else { if (x[5] <= 74.40579223632812) { if (x[4] <= 74.81344223022461) { if (x[1] <= 167.8783721923828) { votes[7] += 1; } else { if (x[8] <= 67.70441055297852) { votes[7] += 1; } else { votes[7] += 1; } } } else { votes[4] += 1; } } else { votes[7] += 1; } } } else { votes[5] += 1; } } else { if (x[3] <= 55.320871353149414) { votes[9] += 1; } else { if (x[1] <= 177.3525848388672) { votes[1] += 1; } else { votes[1] += 1; } } } } // tree #22 if (x[2] <= 100.3383560180664) { if (x[6] <= 61.469770431518555) { if (x[9] <= 56.69391059875488) { if (x[2] <= 46.713932037353516) { if (x[1] <= 229.07000732421875) { if (x[3] <= 96.70830535888672) { if (x[6] <= 35.59946823120117) { if (x[5] <= 32.154293060302734) { if (x[9] <= 46.26348114013672) { if (x[2] <= 37.638906478881836) { votes[8] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[1] <= 147.1439971923828) { if (x[7] <= 58.586599349975586) { votes[0] += 1; } else { votes[6] += 1; } } else { if (x[4] <= 32.464510917663574) { votes[8] += 1; } else { votes[3] += 1; } } } } else { if (x[9] <= 27.46620750427246) { if (x[5] <= 67.19905090332031) { votes[1] += 1; } else { votes[6] += 1; } } else { if (x[0] <= 262.5) { votes[3] += 1; } else { if (x[8] <= 74.05811309814453) { votes[9] += 1; } else { votes[5] += 1; } } } } } else { if (x[2] <= 29.42108917236328) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[0] <= 327.5) { if (x[3] <= 104.45877838134766) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[7] <= 23.433505058288574) { if (x[3] <= 75.62541961669922) { if (x[4] <= 27.547738075256348) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[1] += 1; } } else { if (x[4] <= 45.11053276062012) { if (x[1] <= 258.4730682373047) { if (x[0] <= 359.5) { votes[1] += 1; } else { votes[8] += 1; } } else { votes[1] += 1; } } else { votes[1] += 1; } } } } } else { if (x[8] <= 65.22734069824219) { if (x[4] <= 74.42015075683594) { if (x[5] <= 43.77833366394043) { if (x[4] <= 38.24973487854004) { if (x[6] <= 27.07772731781006) { if (x[2] <= 58.722686767578125) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[5] += 1; } } else { if (x[8] <= 37.38125991821289) { if (x[7] <= 48.19670104980469) { votes[2] += 1; } else { votes[3] += 1; } } else { if (x[0] <= 292.0) { votes[5] += 1; } else { votes[5] += 1; } } } } else { if (x[7] <= 63.458452224731445) { if (x[3] <= 57.86082649230957) { if (x[7] <= 47.655473709106445) { votes[8] += 1; } else { votes[7] += 1; } } else { if (x[8] <= 34.71750259399414) { votes[1] += 1; } else { votes[0] += 1; } } } else { if (x[8] <= 48.962547302246094) { if (x[9] <= 37.81451606750488) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } } } else { if (x[5] <= 51.98248291015625) { if (x[6] <= 28.390117645263672) { if (x[3] <= 47.207794189453125) { if (x[7] <= 40.27064514160156) { votes[9] += 1; } else { votes[2] += 1; } } else { if (x[4] <= 84.35708236694336) { votes[4] += 1; } else { votes[9] += 1; } } } else { if (x[4] <= 89.59982681274414) { if (x[1] <= 194.89495086669922) { votes[4] += 1; } else { votes[2] += 1; } } else { if (x[4] <= 107.63897323608398) { votes[4] += 1; } else { votes[4] += 1; } } } } else { if (x[2] <= 74.71909713745117) { if (x[7] <= 31.47183322906494) { votes[2] += 1; } else { if (x[1] <= 202.528076171875) { votes[6] += 1; } else { votes[3] += 1; } } } else { if (x[4] <= 87.49417877197266) { votes[2] += 1; } else { votes[2] += 1; } } } } } else { if (x[2] <= 52.040260314941406) { votes[0] += 1; } else { if (x[3] <= 29.29382610321045) { votes[4] += 1; } else { if (x[1] <= 193.5311737060547) { votes[0] += 1; } else { votes[0] += 1; } } } } } } else { if (x[5] <= 65.14313507080078) { if (x[7] <= 15.554593563079834) { if (x[4] <= 83.98646926879883) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[2] <= 46.28397178649902) { if (x[0] <= 317.0) { if (x[6] <= 42.87722587585449) { votes[3] += 1; } else { votes[9] += 1; } } else { votes[3] += 1; } } else { if (x[7] <= 38.39325523376465) { if (x[1] <= 191.2380599975586) { votes[5] += 1; } else { if (x[5] <= 35.57352638244629) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[6] <= 37.60666847229004) { votes[3] += 1; } else { if (x[3] <= 46.99803352355957) { votes[5] += 1; } else { votes[2] += 1; } } } } } } else { if (x[7] <= 54.595102310180664) { if (x[4] <= 66.60126495361328) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[5] <= 100.48428344726562) { votes[2] += 1; } else { votes[5] += 1; } } } } } else { if (x[3] <= 75.8809814453125) { if (x[2] <= 34.77516746520996) { if (x[5] <= 51.9958438873291) { votes[7] += 1; } else { votes[9] += 1; } } else { if (x[0] <= 355.0) { if (x[9] <= 78.83710098266602) { if (x[5] <= 32.09566879272461) { votes[7] += 1; } else { if (x[4] <= 14.839163303375244) { votes[7] += 1; } else { if (x[3] <= 53.721181869506836) { votes[7] += 1; } else { votes[7] += 1; } } } } else { votes[5] += 1; } } else { votes[5] += 1; } } } else { if (x[4] <= 59.49003601074219) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[3] <= 52.30191230773926) { if (x[6] <= 18.391161918640137) { votes[2] += 1; } else { if (x[3] <= 50.48164367675781) { if (x[7] <= 51.422645568847656) { if (x[9] <= 42.97108268737793) { if (x[8] <= 32.79507637023926) { if (x[0] <= 290.0) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[0] <= 294.0) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[4] += 1; } } } else { if (x[2] <= 106.95913314819336) { votes[0] += 1; } else { votes[0] += 1; } } } // tree #23 if (x[2] <= 59.63716125488281) { if (x[4] <= 28.845133781433105) { if (x[0] <= 255.0) { votes[1] += 1; } else { if (x[3] <= 76.31824111938477) { if (x[9] <= 58.08012008666992) { if (x[6] <= 29.805033683776855) { if (x[3] <= 54.23351860046387) { if (x[8] <= 70.08504104614258) { if (x[5] <= 63.907955169677734) { if (x[2] <= 13.741782665252686) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } else { votes[8] += 1; } } else { votes[1] += 1; } } else { if (x[0] <= 331.5) { if (x[6] <= 59.410722732543945) { if (x[3] <= 46.885135650634766) { votes[3] += 1; } else { votes[9] += 1; } } else { votes[7] += 1; } } else { if (x[5] <= 34.256330490112305) { votes[8] += 1; } else { votes[9] += 1; } } } } else { if (x[5] <= 71.90731811523438) { votes[5] += 1; } else { if (x[6] <= 55.65034866333008) { votes[5] += 1; } else { votes[5] += 1; } } } } else { if (x[1] <= 216.19277954101562) { votes[0] += 1; } else { if (x[6] <= 17.819576263427734) { votes[1] += 1; } else { votes[1] += 1; } } } } } else { if (x[7] <= 49.78105163574219) { if (x[6] <= 59.12050437927246) { if (x[9] <= 46.508317947387695) { if (x[4] <= 45.95294952392578) { if (x[1] <= 250.5371322631836) { if (x[1] <= 174.6436996459961) { votes[3] += 1; } else { if (x[3] <= 69.81865692138672) { if (x[3] <= 36.766563415527344) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[1] += 1; } } } else { votes[1] += 1; } } else { if (x[2] <= 46.8942813873291) { if (x[2] <= 27.156460762023926) { if (x[3] <= 72.71746444702148) { if (x[7] <= 28.84286880493164) { votes[8] += 1; } else { votes[3] += 1; } } else { votes[1] += 1; } } else { if (x[9] <= 30.48826503753662) { if (x[3] <= 95.59822463989258) { votes[3] += 1; } else { votes[1] += 1; } } else { if (x[1] <= 182.6114501953125) { votes[3] += 1; } else { votes[3] += 1; } } } } else { if (x[4] <= 79.49249649047852) { if (x[7] <= 35.636837005615234) { votes[2] += 1; } else { votes[1] += 1; } } else { if (x[5] <= 48.19524002075195) { votes[4] += 1; } else { votes[9] += 1; } } } } } else { if (x[7] <= 39.6234245300293) { if (x[3] <= 56.36927795410156) { if (x[1] <= 181.19041442871094) { votes[5] += 1; } else { if (x[3] <= 44.34311103820801) { if (x[2] <= 47.456993103027344) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[2] += 1; } } } else { if (x[9] <= 67.67426300048828) { if (x[7] <= 23.560967445373535) { if (x[6] <= 42.25939178466797) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[8] <= 48.274465560913086) { votes[2] += 1; } else { votes[5] += 1; } } } else { votes[5] += 1; } } } else { if (x[6] <= 30.681965827941895) { votes[3] += 1; } else { if (x[5] <= 72.67451477050781) { votes[2] += 1; } else { votes[5] += 1; } } } } } else { if (x[1] <= 170.72679901123047) { votes[5] += 1; } else { votes[7] += 1; } } } else { if (x[9] <= 29.305564880371094) { if (x[8] <= 32.73988723754883) { if (x[2] <= 26.766127586364746) { votes[7] += 1; } else { if (x[7] <= 60.83277130126953) { votes[6] += 1; } else { if (x[6] <= 28.838407516479492) { votes[6] += 1; } else { votes[6] += 1; } } } } else { if (x[4] <= 36.74342727661133) { if (x[8] <= 58.28713417053223) { votes[8] += 1; } else { votes[0] += 1; } } else { if (x[2] <= 22.76323699951172) { if (x[7] <= 66.64353561401367) { if (x[0] <= 297.5) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[1] <= 223.7881317138672) { if (x[5] <= 66.89311599731445) { if (x[0] <= 286.5) { votes[3] += 1; } else { votes[7] += 1; } } else { if (x[8] <= 52.03794288635254) { votes[6] += 1; } else { votes[3] += 1; } } } else { votes[1] += 1; } } } } } else { if (x[1] <= 187.1643829345703) { if (x[2] <= 31.749560356140137) { if (x[4] <= 60.98347473144531) { if (x[5] <= 50.80229949951172) { votes[9] += 1; } else { if (x[4] <= 36.4484920501709) { votes[9] += 1; } else { if (x[3] <= 64.88658142089844) { votes[9] += 1; } else { votes[9] += 1; } } } } else { if (x[1] <= 155.920166015625) { votes[9] += 1; } else { votes[1] += 1; } } } else { if (x[5] <= 67.1279411315918) { if (x[7] <= 73.72455215454102) { if (x[2] <= 46.27604103088379) { votes[3] += 1; } else { votes[9] += 1; } } else { votes[1] += 1; } } else { if (x[4] <= 58.82534980773926) { votes[5] += 1; } else { votes[6] += 1; } } } } else { if (x[4] <= 50.00673484802246) { if (x[4] <= 38.47497367858887) { votes[3] += 1; } else { if (x[7] <= 66.28838729858398) { if (x[4] <= 42.15393257141113) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } } else { if (x[9] <= 44.48550033569336) { if (x[6] <= 34.62423324584961) { votes[3] += 1; } else { if (x[8] <= 54.867692947387695) { if (x[8] <= 37.04079627990723) { votes[4] += 1; } else { votes[9] += 1; } } else { votes[7] += 1; } } } else { votes[2] += 1; } } } } } } } else { if (x[8] <= 69.57130813598633) { if (x[4] <= 74.10191345214844) { if (x[9] <= 35.88986587524414) { if (x[7] <= 55.66212844848633) { if (x[3] <= 51.60076713562012) { if (x[4] <= 66.43256378173828) { if (x[8] <= 49.59808921813965) { if (x[9] <= 32.57581901550293) { if (x[2] <= 77.19256591796875) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[2] += 1; } } else { if (x[5] <= 37.755924224853516) { votes[8] += 1; } else { votes[8] += 1; } } } else { votes[4] += 1; } } else { if (x[1] <= 167.06227111816406) { if (x[2] <= 72.24806213378906) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[4] += 1; } } } else { if (x[8] <= 56.805641174316406) { if (x[0] <= 271.0) { votes[6] += 1; } else { if (x[3] <= 34.181175231933594) { votes[6] += 1; } else { if (x[9] <= 26.71237087249756) { if (x[2] <= 62.044050216674805) { votes[6] += 1; } else { votes[6] += 1; } } else { if (x[1] <= 192.17984771728516) { votes[6] += 1; } else { votes[6] += 1; } } } } } else { votes[0] += 1; } } } else { if (x[6] <= 52.676483154296875) { if (x[4] <= 61.623348236083984) { if (x[3] <= 39.95474624633789) { if (x[5] <= 60.08731651306152) { votes[5] += 1; } else { if (x[1] <= 187.89462280273438) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[5] <= 63.554100036621094) { votes[2] += 1; } else { votes[6] += 1; } } } else { if (x[7] <= 35.83466911315918) { votes[2] += 1; } else { votes[3] += 1; } } } else { if (x[8] <= 42.63268280029297) { if (x[1] <= 172.0849838256836) { votes[7] += 1; } else { if (x[3] <= 33.170597076416016) { votes[7] += 1; } else { votes[5] += 1; } } } else { if (x[1] <= 177.66026306152344) { votes[7] += 1; } else { votes[7] += 1; } } } } } else { if (x[2] <= 100.18801498413086) { if (x[7] <= 76.12987899780273) { if (x[5] <= 52.217872619628906) { if (x[6] <= 38.29244041442871) { if (x[1] <= 186.2636489868164) { if (x[9] <= 30.12478256225586) { votes[4] += 1; } else { if (x[5] <= 26.157670974731445) { votes[9] += 1; } else { votes[5] += 1; } } } else { if (x[8] <= 43.72620391845703) { if (x[8] <= 21.7117338180542) { votes[4] += 1; } else { votes[2] += 1; } } else { if (x[1] <= 202.61914825439453) { votes[2] += 1; } else { votes[4] += 1; } } } } else { if (x[8] <= 59.23825645446777) { if (x[6] <= 48.36501884460449) { if (x[2] <= 81.89014053344727) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } else { votes[5] += 1; } } } else { if (x[7] <= 37.81936264038086) { if (x[9] <= 41.83783149719238) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[7] += 1; } } } else { votes[6] += 1; } } else { if (x[7] <= 27.080540657043457) { votes[4] += 1; } else { if (x[5] <= 26.417573928833008) { if (x[1] <= 144.33995056152344) { votes[7] += 1; } else { if (x[1] <= 182.25904846191406) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } } } } else { if (x[3] <= 38.85286521911621) { votes[4] += 1; } else { if (x[4] <= 39.86585807800293) { votes[0] += 1; } else { votes[0] += 1; } } } } // tree #24 if (x[6] <= 59.47696304321289) { if (x[3] <= 96.72123718261719) { if (x[4] <= 35.18651008605957) { if (x[1] <= 176.5453109741211) { if (x[3] <= 51.160696029663086) { if (x[6] <= 26.13862419128418) { votes[8] += 1; } else { if (x[8] <= 30.10965919494629) { if (x[7] <= 45.88671875) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 60.42696762084961) { votes[0] += 1; } else { votes[9] += 1; } } } } else { if (x[7] <= 23.992700576782227) { if (x[2] <= 47.577857971191406) { votes[9] += 1; } else { votes[0] += 1; } } else { if (x[2] <= 54.822946548461914) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[2] <= 70.74272537231445) { if (x[5] <= 64.48873519897461) { if (x[3] <= 55.418806076049805) { if (x[7] <= 56.92201805114746) { if (x[9] <= 46.258413314819336) { if (x[6] <= 34.49529457092285) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[5] += 1; } } else { votes[8] += 1; } } else { if (x[1] <= 249.44928741455078) { if (x[1] <= 212.52490234375) { votes[9] += 1; } else { votes[8] += 1; } } else { votes[1] += 1; } } } else { if (x[4] <= 21.428534507751465) { votes[8] += 1; } else { if (x[2] <= 44.46664047241211) { votes[1] += 1; } else { votes[5] += 1; } } } } else { if (x[7] <= 38.11092185974121) { votes[0] += 1; } else { if (x[0] <= 327.5) { votes[5] += 1; } else { votes[0] += 1; } } } } } else { if (x[4] <= 73.00009536743164) { if (x[3] <= 43.97721290588379) { if (x[9] <= 57.678592681884766) { if (x[8] <= 44.18580436706543) { if (x[9] <= 40.81993103027344) { if (x[3] <= 38.242631912231445) { if (x[4] <= 50.830421447753906) { votes[8] += 1; } else { votes[2] += 1; } } else { votes[3] += 1; } } else { if (x[3] <= 23.08533000946045) { votes[5] += 1; } else { if (x[9] <= 50.265512466430664) { votes[9] += 1; } else { votes[2] += 1; } } } } else { if (x[6] <= 41.691667556762695) { if (x[4] <= 43.789798736572266) { if (x[5] <= 56.61903762817383) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 180.21180725097656) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[6] <= 47.82118225097656) { votes[9] += 1; } else { if (x[0] <= 300.5) { votes[7] += 1; } else { votes[7] += 1; } } } } } else { if (x[7] <= 39.52422904968262) { if (x[6] <= 41.482065200805664) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[4] <= 41.31022262573242) { votes[5] += 1; } else { if (x[7] <= 51.50545692443848) { votes[5] += 1; } else { votes[3] += 1; } } } } } else { if (x[7] <= 56.47080993652344) { if (x[9] <= 54.81352615356445) { if (x[3] <= 72.78702926635742) { if (x[7] <= 42.86989784240723) { if (x[9] <= 28.151472091674805) { votes[8] += 1; } else { votes[2] += 1; } } else { if (x[1] <= 189.41683959960938) { votes[9] += 1; } else { votes[3] += 1; } } } else { if (x[0] <= 322.0) { if (x[1] <= 212.96117401123047) { votes[7] += 1; } else { votes[3] += 1; } } else { if (x[0] <= 344.0) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[3] <= 58.479766845703125) { if (x[6] <= 40.96636962890625) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 34.29350185394287) { votes[5] += 1; } else { votes[2] += 1; } } } } else { if (x[9] <= 37.29110527038574) { if (x[8] <= 36.674007415771484) { if (x[3] <= 51.07553291320801) { if (x[8] <= 14.772610187530518) { votes[6] += 1; } else { votes[6] += 1; } } else { if (x[1] <= 198.90572357177734) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[2] <= 42.634498596191406) { if (x[3] <= 66.9669189453125) { votes[3] += 1; } else { votes[6] += 1; } } else { if (x[1] <= 141.54241180419922) { votes[0] += 1; } else { votes[6] += 1; } } } } else { if (x[2] <= 46.28241729736328) { if (x[7] <= 66.8326187133789) { votes[9] += 1; } else { if (x[5] <= 63.672664642333984) { votes[9] += 1; } else { votes[9] += 1; } } } else { if (x[2] <= 59.55994987487793) { votes[3] += 1; } else { votes[3] += 1; } } } } } } else { if (x[7] <= 74.6195297241211) { if (x[2] <= 96.8977165222168) { if (x[4] <= 96.379150390625) { if (x[3] <= 57.49738311767578) { if (x[7] <= 30.470845222473145) { if (x[2] <= 59.92036247253418) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 57.83207702636719) { votes[2] += 1; } else { votes[5] += 1; } } } else { if (x[7] <= 33.76258850097656) { if (x[1] <= 196.1516571044922) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[5] <= 47.75822639465332) { votes[4] += 1; } else { votes[3] += 1; } } } } else { if (x[7] <= 32.77817916870117) { if (x[9] <= 43.56106948852539) { votes[4] += 1; } else { votes[2] += 1; } } else { if (x[9] <= 35.40200233459473) { if (x[3] <= 41.40159034729004) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[9] += 1; } } } } else { if (x[1] <= 138.85154724121094) { votes[7] += 1; } else { if (x[9] <= 39.26491928100586) { if (x[7] <= 27.080540657043457) { votes[4] += 1; } else { if (x[4] <= 75.58206176757812) { votes[4] += 1; } else { votes[4] += 1; } } } else { if (x[3] <= 25.2222261428833) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[7] <= 85.45449447631836) { if (x[4] <= 78.0080337524414) { votes[6] += 1; } else { if (x[4] <= 82.14968490600586) { votes[6] += 1; } else { votes[6] += 1; } } } else { votes[6] += 1; } } } } } else { if (x[0] <= 358.0) { if (x[2] <= 49.36176300048828) { if (x[1] <= 178.3080596923828) { votes[1] += 1; } else { if (x[0] <= 332.0) { votes[1] += 1; } else { votes[1] += 1; } } } else { votes[1] += 1; } } else { if (x[1] <= 145.88633728027344) { votes[0] += 1; } else { votes[1] += 1; } } } } else { if (x[7] <= 57.79123878479004) { if (x[8] <= 31.3257417678833) { if (x[6] <= 75.93510818481445) { if (x[2] <= 60.784738540649414) { votes[5] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { if (x[1] <= 157.4146728515625) { votes[5] += 1; } else { if (x[1] <= 168.13225555419922) { votes[7] += 1; } else { if (x[9] <= 63.25753593444824) { votes[7] += 1; } else { votes[7] += 1; } } } } } else { if (x[8] <= 61.84336280822754) { if (x[4] <= 57.34284973144531) { if (x[5] <= 64.59494018554688) { votes[9] += 1; } else { votes[7] += 1; } } else { votes[4] += 1; } } else { if (x[0] <= 321.0) { votes[1] += 1; } else { votes[1] += 1; } } } } // tree #25 if (x[6] <= 58.74375534057617) { if (x[9] <= 55.63290596008301) { if (x[3] <= 91.87762451171875) { if (x[8] <= 64.15995788574219) { if (x[6] <= 34.40580940246582) { if (x[7] <= 63.39757537841797) { if (x[2] <= 58.883453369140625) { if (x[3] <= 51.14152717590332) { if (x[1] <= 167.7694854736328) { if (x[9] <= 42.74021530151367) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[5] <= 46.3026008605957) { votes[8] += 1; } else { votes[8] += 1; } } } else { if (x[0] <= 362.0) { if (x[1] <= 161.9511489868164) { votes[6] += 1; } else { votes[3] += 1; } } else { if (x[6] <= 26.160680770874023) { votes[1] += 1; } else { votes[1] += 1; } } } } else { if (x[1] <= 191.58658599853516) { if (x[9] <= 42.12599563598633) { if (x[0] <= 306.0) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[7] <= 17.61808156967163) { votes[2] += 1; } else { votes[9] += 1; } } } else { if (x[1] <= 220.08995819091797) { if (x[3] <= 59.897315979003906) { votes[2] += 1; } else { votes[6] += 1; } } else { votes[0] += 1; } } } } else { if (x[1] <= 206.92184448242188) { if (x[2] <= 31.62596321105957) { if (x[9] <= 23.170442581176758) { votes[6] += 1; } else { votes[3] += 1; } } else { if (x[8] <= 39.08284950256348) { if (x[5] <= 34.46455001831055) { votes[4] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } } else { if (x[8] <= 34.61269569396973) { votes[6] += 1; } else { votes[1] += 1; } } } } else { if (x[5] <= 47.11545753479004) { if (x[7] <= 23.751282691955566) { if (x[9] <= 41.84935188293457) { votes[9] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 55.29947471618652) { if (x[1] <= 205.03659057617188) { if (x[5] <= 30.419291496276855) { votes[5] += 1; } else { votes[9] += 1; } } else { votes[1] += 1; } } else { if (x[0] <= 274.5) { if (x[3] <= 29.86217212677002) { votes[4] += 1; } else { votes[7] += 1; } } else { if (x[4] <= 77.7610969543457) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[6] <= 50.51919746398926) { if (x[7] <= 42.652198791503906) { if (x[9] <= 34.591745376586914) { if (x[2] <= 45.411659240722656) { votes[1] += 1; } else { votes[0] += 1; } } else { if (x[4] <= 58.47190856933594) { votes[1] += 1; } else { votes[2] += 1; } } } else { if (x[2] <= 73.60153198242188) { if (x[8] <= 37.677345275878906) { votes[9] += 1; } else { votes[9] += 1; } } else { if (x[4] <= 44.85069465637207) { votes[0] += 1; } else { votes[4] += 1; } } } } else { if (x[7] <= 55.092376708984375) { if (x[0] <= 320.0) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[5] += 1; } } } } } else { if (x[4] <= 31.70773220062256) { if (x[1] <= 184.3804473876953) { if (x[2] <= 53.7958984375) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[3] <= 40.065269470214844) { votes[8] += 1; } else { votes[0] += 1; } } } else { if (x[2] <= 45.57510566711426) { if (x[3] <= 50.29033279418945) { if (x[9] <= 38.793806076049805) { if (x[1] <= 186.14905548095703) { votes[3] += 1; } else { votes[3] += 1; } } else { votes[3] += 1; } } else { if (x[1] <= 204.88421630859375) { votes[3] += 1; } else { votes[8] += 1; } } } else { if (x[2] <= 66.4909896850586) { if (x[1] <= 160.73363494873047) { votes[0] += 1; } else { votes[5] += 1; } } else { if (x[5] <= 46.749956130981445) { votes[4] += 1; } else { if (x[5] <= 65.7817497253418) { votes[0] += 1; } else { votes[0] += 1; } } } } } } } else { if (x[8] <= 60.92082214355469) { if (x[4] <= 75.42486953735352) { if (x[8] <= 42.35367965698242) { if (x[1] <= 220.1357879638672) { if (x[4] <= 52.17887496948242) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } else { votes[1] += 1; } } else { if (x[2] <= 30.086767196655273) { votes[1] += 1; } else { votes[5] += 1; } } } else { votes[0] += 1; } } } else { if (x[4] <= 85.24671936035156) { if (x[1] <= 216.62789154052734) { if (x[9] <= 76.0604476928711) { if (x[8] <= 52.60420036315918) { if (x[2] <= 17.91239070892334) { votes[9] += 1; } else { if (x[7] <= 59.3211555480957) { if (x[5] <= 77.17152786254883) { if (x[3] <= 19.452645301818848) { votes[5] += 1; } else { votes[2] += 1; } } else { votes[5] += 1; } } else { votes[2] += 1; } } } else { if (x[1] <= 197.90785217285156) { if (x[7] <= 48.08748245239258) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[5] += 1; } } } else { votes[5] += 1; } } else { votes[2] += 1; } } else { if (x[4] <= 95.84753036499023) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[3] <= 40.95701026916504) { if (x[7] <= 67.50749206542969) { if (x[1] <= 161.18743896484375) { votes[7] += 1; } else { if (x[4] <= 64.10414123535156) { if (x[3] <= 8.3225417137146) { votes[7] += 1; } else { if (x[8] <= 31.399094581604004) { if (x[6] <= 86.60845947265625) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } } else { votes[7] += 1; } } } else { votes[9] += 1; } } else { if (x[1] <= 159.45821380615234) { if (x[2] <= 32.44670486450195) { if (x[9] <= 62.57202911376953) { votes[9] += 1; } else { votes[9] += 1; } } else { votes[4] += 1; } } else { if (x[1] <= 187.2417221069336) { if (x[4] <= 57.93692970275879) { if (x[7] <= 54.173160552978516) { votes[7] += 1; } else { votes[9] += 1; } } else { if (x[5] <= 51.66563415527344) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[7] <= 62.23294639587402) { if (x[2] <= 45.41549301147461) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[1] += 1; } } } } } // tree #26 if (x[2] <= 46.713932037353516) { if (x[1] <= 229.23067474365234) { if (x[5] <= 37.10886764526367) { if (x[0] <= 271.5) { if (x[6] <= 20.177522659301758) { votes[1] += 1; } else { if (x[1] <= 160.9327850341797) { votes[3] += 1; } else { votes[1] += 1; } } } else { if (x[3] <= 40.88563346862793) { if (x[9] <= 42.47320747375488) { if (x[1] <= 184.29087829589844) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[7] += 1; } } else { if (x[3] <= 77.39638900756836) { if (x[7] <= 19.328453063964844) { votes[8] += 1; } else { if (x[6] <= 25.97608184814453) { votes[3] += 1; } else { votes[3] += 1; } } } else { votes[8] += 1; } } } } else { if (x[3] <= 92.08926773071289) { if (x[9] <= 59.6336727142334) { if (x[8] <= 32.5438175201416) { if (x[2] <= 27.852700233459473) { if (x[3] <= 52.03632354736328) { votes[8] += 1; } else { votes[7] += 1; } } else { if (x[4] <= 64.70381546020508) { if (x[9] <= 28.104536056518555) { votes[8] += 1; } else { if (x[3] <= 62.80891990661621) { votes[2] += 1; } else { votes[9] += 1; } } } else { if (x[9] <= 25.866073608398438) { if (x[6] <= 21.512361526489258) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[2] += 1; } } } } else { if (x[6] <= 29.60684871673584) { if (x[3] <= 64.4773941040039) { if (x[5] <= 62.75339889526367) { if (x[4] <= 27.282005310058594) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[9] <= 16.57974338531494) { votes[6] += 1; } else { votes[3] += 1; } } } else { if (x[6] <= 14.944106101989746) { votes[3] += 1; } else { votes[0] += 1; } } } else { if (x[6] <= 53.678232192993164) { if (x[9] <= 21.32437515258789) { votes[6] += 1; } else { if (x[3] <= 67.38676071166992) { votes[9] += 1; } else { votes[2] += 1; } } } else { if (x[9] <= 44.52676963806152) { if (x[7] <= 60.43530464172363) { votes[7] += 1; } else { votes[1] += 1; } } else { if (x[5] <= 59.153076171875) { votes[1] += 1; } else { votes[9] += 1; } } } } } } else { if (x[7] <= 45.996232986450195) { if (x[3] <= 62.58633995056152) { if (x[8] <= 40.42957878112793) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[5] += 1; } } else { if (x[6] <= 48.44383239746094) { votes[5] += 1; } else { votes[9] += 1; } } } } else { if (x[3] <= 106.21439743041992) { if (x[5] <= 53.87605094909668) { votes[1] += 1; } else { votes[6] += 1; } } else { votes[1] += 1; } } } } else { if (x[3] <= 66.38516616821289) { if (x[4] <= 45.59284591674805) { if (x[9] <= 33.84755897521973) { if (x[0] <= 377.0) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[3] += 1; } } else { votes[1] += 1; } } else { if (x[7] <= 12.334687232971191) { if (x[4] <= 23.520299911499023) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[9] <= 13.779492855072021) { if (x[6] <= 23.484390258789062) { if (x[4] <= 24.908525466918945) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } else { if (x[4] <= 14.604875087738037) { votes[1] += 1; } else { votes[1] += 1; } } } } } } else { if (x[4] <= 47.65130043029785) { if (x[3] <= 43.34737968444824) { if (x[9] <= 62.271602630615234) { if (x[8] <= 64.52273178100586) { if (x[1] <= 205.0342788696289) { if (x[3] <= 27.358287811279297) { if (x[1] <= 184.97625732421875) { if (x[0] <= 280.0) { votes[7] += 1; } else { votes[7] += 1; } } else { if (x[3] <= 18.171297073364258) { votes[7] += 1; } else { votes[7] += 1; } } } else { if (x[6] <= 43.79199409484863) { if (x[8] <= 27.256244659423828) { votes[6] += 1; } else { votes[5] += 1; } } else { if (x[3] <= 37.87454032897949) { if (x[9] <= 44.76265525817871) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } } } else { if (x[6] <= 24.73457431793213) { if (x[8] <= 40.68804359436035) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[7] += 1; } } } else { votes[0] += 1; } } else { if (x[2] <= 78.26310348510742) { if (x[5] <= 49.542741775512695) { votes[5] += 1; } else { if (x[5] <= 75.75065612792969) { votes[5] += 1; } else { votes[5] += 1; } } } else { votes[7] += 1; } } } else { if (x[1] <= 176.8468246459961) { if (x[3] <= 51.90774345397949) { votes[0] += 1; } else { if (x[8] <= 42.19690132141113) { votes[3] += 1; } else { if (x[6] <= 56.40529823303223) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[8] <= 62.30545425415039) { if (x[7] <= 59.74192428588867) { if (x[9] <= 29.175572395324707) { votes[8] += 1; } else { if (x[2] <= 58.515625) { votes[7] += 1; } else { if (x[3] <= 50.6406307220459) { votes[5] += 1; } else { votes[3] += 1; } } } } else { if (x[2] <= 62.49327850341797) { votes[9] += 1; } else { if (x[8] <= 30.97672939300537) { votes[6] += 1; } else { votes[6] += 1; } } } } else { if (x[2] <= 71.98701095581055) { votes[0] += 1; } else { votes[0] += 1; } } } } } else { if (x[7] <= 63.43428421020508) { if (x[5] <= 45.54688262939453) { if (x[4] <= 88.44533920288086) { if (x[2] <= 97.32739639282227) { if (x[1] <= 165.4222412109375) { votes[9] += 1; } else { if (x[2] <= 75.6152229309082) { if (x[8] <= 58.979413986206055) { if (x[4] <= 80.46384811401367) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[9] <= 51.12981986999512) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[1] <= 197.8270034790039) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[9] <= 39.20453453063965) { if (x[1] <= 156.3607635498047) { votes[4] += 1; } else { if (x[7] <= 36.94882011413574) { votes[4] += 1; } else { if (x[9] <= 25.12773609161377) { votes[4] += 1; } else { votes[4] += 1; } } } } else { votes[7] += 1; } } } else { if (x[7] <= 27.71700382232666) { votes[4] += 1; } else { if (x[4] <= 94.36430358886719) { if (x[4] <= 91.22311019897461) { if (x[3] <= 30.2030611038208) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[6] <= 38.20816612243652) { votes[2] += 1; } else { votes[4] += 1; } } } else { if (x[6] <= 29.230730056762695) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[5] <= 86.74248886108398) { if (x[9] <= 33.23554229736328) { if (x[2] <= 107.09775161743164) { if (x[4] <= 94.99395370483398) { if (x[6] <= 36.28864288330078) { if (x[3] <= 46.108747482299805) { votes[2] += 1; } else { votes[6] += 1; } } else { votes[7] += 1; } } else { votes[4] += 1; } } else { votes[4] += 1; } } else { if (x[4] <= 65.31357955932617) { if (x[3] <= 49.92916297912598) { if (x[6] <= 60.295949935913086) { if (x[7] <= 50.72780227661133) { votes[2] += 1; } else { votes[3] += 1; } } else { votes[7] += 1; } } else { votes[6] += 1; } } else { if (x[8] <= 60.69401550292969) { if (x[7] <= 30.470845222473145) { if (x[1] <= 194.9693603515625) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 287.0) { votes[9] += 1; } else { votes[2] += 1; } } } else { votes[2] += 1; } } } } else { votes[5] += 1; } } } else { if (x[4] <= 75.69252395629883) { if (x[6] <= 43.407203674316406) { if (x[2] <= 52.54088592529297) { votes[6] += 1; } else { if (x[6] <= 16.115118980407715) { votes[6] += 1; } else { if (x[8] <= 33.748640060424805) { votes[6] += 1; } else { votes[6] += 1; } } } } else { votes[7] += 1; } } else { if (x[2] <= 86.70321273803711) { if (x[8] <= 29.37819194793701) { if (x[7] <= 73.33741760253906) { votes[4] += 1; } else { votes[6] += 1; } } else { votes[2] += 1; } } else { votes[4] += 1; } } } } } // tree #27 if (x[9] <= 56.00065612792969) { if (x[8] <= 62.431257247924805) { if (x[3] <= 92.2306137084961) { if (x[4] <= 74.23918914794922) { if (x[7] <= 61.189748764038086) { if (x[9] <= 28.198440551757812) { if (x[1] <= 259.44415283203125) { if (x[8] <= 42.33015060424805) { if (x[2] <= 58.1081600189209) { if (x[3] <= 54.192359924316406) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[5] <= 47.26998329162598) { votes[7] += 1; } else { votes[6] += 1; } } } else { if (x[0] <= 323.0) { if (x[6] <= 47.801706314086914) { votes[4] += 1; } else { votes[7] += 1; } } else { votes[1] += 1; } } } else { votes[1] += 1; } } else { if (x[1] <= 237.6940689086914) { if (x[2] <= 42.562814712524414) { if (x[6] <= 29.574097633361816) { if (x[5] <= 28.151007652282715) { votes[8] += 1; } else { votes[3] += 1; } } else { if (x[6] <= 54.7441291809082) { votes[9] += 1; } else { votes[7] += 1; } } } else { if (x[1] <= 171.6687774658203) { if (x[8] <= 24.577425956726074) { votes[5] += 1; } else { votes[2] += 1; } } else { if (x[8] <= 39.2231388092041) { votes[7] += 1; } else { votes[7] += 1; } } } } else { if (x[2] <= 32.59507751464844) { votes[1] += 1; } else { votes[8] += 1; } } } } else { if (x[8] <= 32.49327850341797) { if (x[2] <= 43.194772720336914) { votes[9] += 1; } else { if (x[0] <= 261.0) { votes[6] += 1; } else { if (x[0] <= 354.5) { if (x[0] <= 298.0) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[6] += 1; } } } } else { if (x[7] <= 81.3752326965332) { if (x[9] <= 28.91718101501465) { if (x[4] <= 64.44220733642578) { if (x[1] <= 180.12772369384766) { votes[6] += 1; } else { votes[7] += 1; } } else { votes[6] += 1; } } else { if (x[3] <= 56.26807403564453) { if (x[3] <= 45.459794998168945) { votes[9] += 1; } else { votes[1] += 1; } } else { votes[3] += 1; } } } else { if (x[2] <= 34.885475158691406) { if (x[3] <= 42.96573829650879) { votes[9] += 1; } else { votes[9] += 1; } } else { votes[1] += 1; } } } } } else { if (x[3] <= 50.92137145996094) { if (x[6] <= 34.40580940246582) { if (x[2] <= 99.93909454345703) { if (x[9] <= 14.593129634857178) { votes[4] += 1; } else { if (x[8] <= 35.929494857788086) { if (x[3] <= 44.30014991760254) { votes[2] += 1; } else { votes[4] += 1; } } else { if (x[6] <= 22.95406436920166) { votes[9] += 1; } else { votes[2] += 1; } } } } else { if (x[8] <= 46.70916748046875) { if (x[3] <= 29.74858570098877) { votes[7] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } } else { if (x[1] <= 133.74049377441406) { votes[7] += 1; } else { if (x[9] <= 44.175537109375) { if (x[7] <= 70.7319450378418) { if (x[0] <= 331.5) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[2] += 1; } } else { votes[4] += 1; } } } } else { if (x[2] <= 65.15174865722656) { if (x[1] <= 182.718994140625) { if (x[6] <= 21.780616760253906) { votes[3] += 1; } else { if (x[7] <= 78.26913452148438) { votes[6] += 1; } else { votes[6] += 1; } } } else { if (x[7] <= 42.42479705810547) { votes[2] += 1; } else { if (x[0] <= 328.5) { votes[4] += 1; } else { votes[3] += 1; } } } } else { if (x[7] <= 35.00501823425293) { if (x[9] <= 40.29062461853027) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[6] <= 37.15817451477051) { votes[4] += 1; } else { votes[4] += 1; } } } } } } else { if (x[9] <= 37.99301338195801) { if (x[9] <= 30.009084701538086) { if (x[3] <= 101.00736618041992) { if (x[1] <= 227.78065490722656) { if (x[3] <= 96.90707015991211) { votes[1] += 1; } else { votes[8] += 1; } } else { votes[1] += 1; } } else { votes[1] += 1; } } else { votes[1] += 1; } } else { votes[2] += 1; } } } else { if (x[1] <= 162.4691925048828) { if (x[5] <= 45.154788970947266) { votes[3] += 1; } else { if (x[6] <= 46.538686752319336) { if (x[4] <= 35.0039119720459) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[0] += 1; } } } else { if (x[6] <= 57.48053169250488) { if (x[4] <= 33.21967315673828) { if (x[2] <= 61.748069763183594) { if (x[5] <= 42.22187423706055) { votes[8] += 1; } else { votes[3] += 1; } } else { votes[0] += 1; } } else { if (x[5] <= 27.100236892700195) { votes[4] += 1; } else { if (x[1] <= 186.1249237060547) { if (x[4] <= 40.36714553833008) { votes[3] += 1; } else { if (x[7] <= 62.227705001831055) { votes[3] += 1; } else { votes[3] += 1; } } } else { if (x[6] <= 27.089137077331543) { if (x[2] <= 37.95040512084961) { votes[3] += 1; } else { votes[9] += 1; } } else { if (x[9] <= 43.58069610595703) { votes[5] += 1; } else { votes[5] += 1; } } } } } } else { if (x[7] <= 60.32494354248047) { votes[7] += 1; } else { if (x[0] <= 318.5) { votes[1] += 1; } else { votes[1] += 1; } } } } } } else { if (x[9] <= 68.5156021118164) { if (x[0] <= 289.5) { if (x[7] <= 41.99857139587402) { if (x[4] <= 56.56894493103027) { if (x[6] <= 50.17799949645996) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[2] += 1; } } else { if (x[2] <= 44.39285850524902) { votes[9] += 1; } else { votes[2] += 1; } } } else { if (x[6] <= 67.65616989135742) { if (x[1] <= 160.49483489990234) { votes[9] += 1; } else { if (x[5] <= 41.97323799133301) { if (x[8] <= 40.638648986816406) { if (x[8] <= 30.71487045288086) { votes[2] += 1; } else { votes[3] += 1; } } else { votes[5] += 1; } } else { if (x[4] <= 79.59410095214844) { if (x[6] <= 42.88151550292969) { if (x[3] <= 49.7393856048584) { if (x[4] <= 45.70372772216797) { votes[5] += 1; } else { votes[5] += 1; } } else { votes[2] += 1; } } else { votes[2] += 1; } } else { if (x[9] <= 62.33886528015137) { votes[2] += 1; } else { votes[2] += 1; } } } } } else { if (x[4] <= 56.779924392700195) { votes[7] += 1; } else { votes[1] += 1; } } } } else { if (x[5] <= 51.06831169128418) { if (x[6] <= 51.69402885437012) { if (x[7] <= 28.98935604095459) { votes[5] += 1; } else { votes[2] += 1; } } else { votes[7] += 1; } } else { if (x[6] <= 71.87472152709961) { if (x[5] <= 65.17300796508789) { votes[5] += 1; } else { if (x[4] <= 20.29947853088379) { votes[5] += 1; } else { votes[5] += 1; } } } else { votes[7] += 1; } } } } // tree #28 if (x[3] <= 84.13082122802734) { if (x[4] <= 74.2531623840332) { if (x[6] <= 58.692644119262695) { if (x[9] <= 54.286773681640625) { if (x[6] <= 31.864803314208984) { if (x[4] <= 35.262338638305664) { if (x[5] <= 56.889997482299805) { if (x[1] <= 134.3033676147461) { votes[0] += 1; } else { if (x[7] <= 52.12550926208496) { if (x[6] <= 25.406970977783203) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[8] += 1; } } } else { if (x[8] <= 55.0306339263916) { if (x[7] <= 66.0091781616211) { if (x[8] <= 34.26652717590332) { votes[8] += 1; } else { votes[1] += 1; } } else { votes[6] += 1; } } else { if (x[4] <= 24.18178653717041) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[8] <= 35.520273208618164) { if (x[2] <= 46.113515853881836) { if (x[0] <= 359.5) { if (x[3] <= 35.26869583129883) { votes[8] += 1; } else { votes[3] += 1; } } else { votes[1] += 1; } } else { if (x[5] <= 33.099992752075195) { votes[2] += 1; } else { if (x[7] <= 52.940317153930664) { votes[8] += 1; } else { votes[6] += 1; } } } } else { if (x[7] <= 22.525015830993652) { if (x[9] <= 23.53899097442627) { votes[8] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 349.5) { if (x[9] <= 24.31525421142578) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 204.83181762695312) { votes[6] += 1; } else { votes[8] += 1; } } } } } } else { if (x[8] <= 70.31569290161133) { if (x[1] <= 213.35660552978516) { if (x[2] <= 45.21767044067383) { if (x[5] <= 59.67398262023926) { if (x[6] <= 35.59946823120117) { votes[3] += 1; } else { votes[9] += 1; } } else { if (x[8] <= 57.35752487182617) { votes[9] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 51.34193229675293) { if (x[4] <= 52.34140205383301) { votes[9] += 1; } else { votes[2] += 1; } } else { if (x[8] <= 48.44278907775879) { votes[6] += 1; } else { votes[0] += 1; } } } } else { if (x[5] <= 59.275503158569336) { if (x[4] <= 34.94323253631592) { votes[8] += 1; } else { votes[2] += 1; } } else { if (x[6] <= 45.36525535583496) { votes[6] += 1; } else { votes[2] += 1; } } } } else { if (x[2] <= 42.89187240600586) { votes[3] += 1; } else { if (x[0] <= 289.0) { votes[0] += 1; } else { votes[0] += 1; } } } } } else { if (x[5] <= 76.93810272216797) { if (x[2] <= 28.41919708251953) { if (x[1] <= 190.36454010009766) { votes[9] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 188.27019500732422) { if (x[7] <= 54.572309494018555) { if (x[4] <= 51.282081604003906) { if (x[8] <= 21.086615562438965) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[1] <= 173.38111114501953) { votes[2] += 1; } else { votes[2] += 1; } } } else { votes[2] += 1; } } else { if (x[6] <= 38.28990364074707) { if (x[2] <= 48.150455474853516) { votes[5] += 1; } else { if (x[1] <= 207.73430633544922) { votes[5] += 1; } else { votes[5] += 1; } } } else { votes[5] += 1; } } } } else { if (x[6] <= 26.27856159210205) { votes[5] += 1; } else { if (x[9] <= 64.08912658691406) { votes[5] += 1; } else { votes[5] += 1; } } } } } else { if (x[1] <= 161.18743896484375) { if (x[8] <= 28.275962829589844) { if (x[5] <= 66.75162506103516) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[2] <= 29.467934608459473) { votes[9] += 1; } else { votes[9] += 1; } } } else { if (x[0] <= 354.5) { if (x[7] <= 80.8370246887207) { if (x[0] <= 347.5) { if (x[7] <= 42.411434173583984) { votes[7] += 1; } else { if (x[9] <= 71.5995864868164) { if (x[5] <= 75.03958892822266) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[5] += 1; } } } else { votes[7] += 1; } } else { votes[9] += 1; } } else { votes[5] += 1; } } } } else { if (x[6] <= 35.64227294921875) { if (x[2] <= 100.18801498413086) { if (x[7] <= 63.67584800720215) { if (x[9] <= 46.95335578918457) { if (x[1] <= 171.05204010009766) { if (x[9] <= 36.47140693664551) { votes[4] += 1; } else { votes[9] += 1; } } else { if (x[4] <= 99.39947891235352) { if (x[3] <= 39.55291175842285) { if (x[8] <= 36.010080337524414) { votes[2] += 1; } else { votes[2] += 1; } } else { if (x[5] <= 41.73055839538574) { votes[4] += 1; } else { votes[5] += 1; } } } else { votes[9] += 1; } } } else { if (x[2] <= 65.82779312133789) { votes[2] += 1; } else { if (x[3] <= 33.11319160461426) { if (x[7] <= 15.767873764038086) { votes[2] += 1; } else { votes[2] += 1; } } else { votes[2] += 1; } } } } else { if (x[9] <= 25.664735794067383) { if (x[5] <= 54.530372619628906) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } } else { if (x[5] <= 19.033063888549805) { votes[2] += 1; } else { if (x[2] <= 106.5947151184082) { votes[4] += 1; } else { votes[4] += 1; } } } } else { if (x[7] <= 31.83613681793213) { if (x[9] <= 37.458709716796875) { votes[4] += 1; } else { if (x[4] <= 83.36399841308594) { votes[2] += 1; } else { if (x[7] <= 19.81131935119629) { votes[2] += 1; } else { votes[2] += 1; } } } } else { if (x[9] <= 54.72500801086426) { if (x[7] <= 70.3226547241211) { if (x[3] <= 37.631980895996094) { if (x[2] <= 95.51288986206055) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[7] <= 39.67989921569824) { votes[7] += 1; } else { if (x[4] <= 82.69623565673828) { votes[4] += 1; } else { if (x[2] <= 84.78100967407227) { votes[4] += 1; } else { votes[4] += 1; } } } } } else { if (x[2] <= 79.92765808105469) { votes[9] += 1; } else { votes[4] += 1; } } } else { votes[2] += 1; } } } } } else { if (x[1] <= 164.63626861572266) { if (x[7] <= 63.06966590881348) { if (x[2] <= 55.56630325317383) { votes[0] += 1; } else { votes[0] += 1; } } else { votes[6] += 1; } } else { if (x[2] <= 37.05457305908203) { if (x[9] <= 44.57396697998047) { if (x[9] <= 4.131480932235718) { votes[1] += 1; } else { if (x[8] <= 25.317584991455078) { votes[1] += 1; } else { if (x[2] <= 13.262037754058838) { votes[1] += 1; } else { if (x[8] <= 38.579071044921875) { if (x[2] <= 29.204511642456055) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } } else { votes[2] += 1; } } else { if (x[4] <= 71.38525009155273) { if (x[4] <= 55.13950538635254) { votes[1] += 1; } else { if (x[0] <= 324.5) { votes[1] += 1; } else { votes[1] += 1; } } } else { votes[6] += 1; } } } } // tree #29 if (x[8] <= 70.22466659545898) { if (x[6] <= 61.386295318603516) { if (x[2] <= 97.32739639282227) { if (x[4] <= 34.804765701293945) { if (x[9] <= 60.06443405151367) { if (x[1] <= 180.08567810058594) { if (x[1] <= 130.2372283935547) { if (x[0] <= 273.0) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[9] <= 33.72498893737793) { if (x[5] <= 57.72869300842285) { votes[8] += 1; } else { votes[6] += 1; } } else { if (x[3] <= 44.11992645263672) { if (x[6] <= 28.329079627990723) { votes[8] += 1; } else { votes[2] += 1; } } else { if (x[2] <= 24.556913375854492) { votes[9] += 1; } else { votes[9] += 1; } } } } } else { if (x[2] <= 9.029667854309082) { if (x[2] <= 5.731051921844482) { votes[1] += 1; } else { votes[1] += 1; } } else { if (x[0] <= 257.5) { votes[1] += 1; } else { if (x[2] <= 64.25096893310547) { if (x[7] <= 59.83761215209961) { votes[8] += 1; } else { votes[9] += 1; } } else { if (x[7] <= 59.49838638305664) { votes[0] += 1; } else { votes[6] += 1; } } } } } } else { votes[5] += 1; } } else { if (x[7] <= 54.29375457763672) { if (x[3] <= 84.56653594970703) { if (x[7] <= 15.583884716033936) { if (x[8] <= 53.406829833984375) { if (x[4] <= 48.17306327819824) { votes[8] += 1; } else { if (x[4] <= 65.0445556640625) { votes[2] += 1; } else { votes[2] += 1; } } } else { votes[5] += 1; } } else { if (x[9] <= 56.69391059875488) { if (x[1] <= 229.94859313964844) { if (x[9] <= 13.277475357055664) { votes[4] += 1; } else { votes[2] += 1; } } else { if (x[0] <= 374.0) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[4] <= 62.609453201293945) { if (x[7] <= 45.01192665100098) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 44.45509719848633) { votes[2] += 1; } else { votes[5] += 1; } } } } } else { if (x[5] <= 38.582895278930664) { if (x[7] <= 33.44023513793945) { votes[5] += 1; } else { votes[9] += 1; } } else { if (x[0] <= 334.5) { if (x[9] <= 7.796650171279907) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } } } else { if (x[2] <= 52.813764572143555) { if (x[6] <= 36.2838191986084) { if (x[1] <= 160.64881896972656) { if (x[8] <= 38.222028732299805) { if (x[6] <= 23.4283390045166) { votes[6] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } else { if (x[8] <= 48.85621643066406) { if (x[1] <= 225.5465850830078) { votes[3] += 1; } else { votes[1] += 1; } } else { if (x[4] <= 64.26080894470215) { votes[3] += 1; } else { votes[3] += 1; } } } } else { if (x[1] <= 209.63160705566406) { if (x[8] <= 57.954816818237305) { if (x[3] <= 67.79148483276367) { votes[9] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } else { votes[1] += 1; } } } else { if (x[6] <= 36.44607353210449) { if (x[3] <= 37.239707946777344) { if (x[5] <= 56.61822319030762) { votes[2] += 1; } else { votes[5] += 1; } } else { if (x[8] <= 49.21733856201172) { if (x[5] <= 33.94586944580078) { votes[4] += 1; } else { votes[6] += 1; } } else { votes[3] += 1; } } } else { if (x[3] <= 54.10499382019043) { if (x[2] <= 76.6228256225586) { votes[9] += 1; } else { votes[2] += 1; } } else { votes[4] += 1; } } } } } } else { if (x[7] <= 28.050355911254883) { votes[4] += 1; } else { if (x[1] <= 146.92086791992188) { if (x[3] <= 27.100967407226562) { votes[4] += 1; } else { votes[7] += 1; } } else { if (x[3] <= 58.367156982421875) { if (x[0] <= 336.0) { if (x[6] <= 50.268798828125) { votes[4] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 113.67563247680664) { votes[4] += 1; } else { votes[4] += 1; } } } else { votes[4] += 1; } } } } } else { if (x[7] <= 70.218505859375) { if (x[1] <= 161.3249053955078) { if (x[6] <= 66.79325866699219) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[8] <= 33.7211799621582) { if (x[6] <= 77.21138763427734) { votes[2] += 1; } else { if (x[8] <= 27.11454677581787) { votes[7] += 1; } else { votes[7] += 1; } } } else { if (x[8] <= 65.8150634765625) { votes[7] += 1; } else { votes[7] += 1; } } } } else { votes[9] += 1; } } } else { if (x[2] <= 48.639801025390625) { if (x[7] <= 84.77000427246094) { if (x[6] <= 46.8425407409668) { if (x[0] <= 282.0) { votes[3] += 1; } else { if (x[5] <= 39.55646896362305) { votes[8] += 1; } else { if (x[7] <= 54.30975341796875) { votes[0] += 1; } else { if (x[1] <= 187.2248992919922) { votes[3] += 1; } else { votes[3] += 1; } } } } } else { if (x[1] <= 178.68180084228516) { votes[1] += 1; } else { if (x[8] <= 75.44015121459961) { votes[7] += 1; } else { votes[2] += 1; } } } } else { votes[9] += 1; } } else { if (x[1] <= 185.75945281982422) { if (x[1] <= 176.35381317138672) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[0] <= 343.5) { if (x[9] <= 57.49875259399414) { votes[5] += 1; } else { votes[5] += 1; } } else { if (x[7] <= 26.126614570617676) { votes[0] += 1; } else { votes[0] += 1; } } } } } // tree #30 if (x[3] <= 96.83993530273438) { if (x[6] <= 58.692644119262695) { if (x[2] <= 96.67149353027344) { if (x[4] <= 35.18651008605957) { if (x[3] <= 54.55710029602051) { if (x[5] <= 42.448692321777344) { if (x[6] <= 34.42605781555176) { if (x[0] <= 283.5) { votes[8] += 1; } else { if (x[3] <= 36.01647758483887) { votes[8] += 1; } else { if (x[2] <= 21.186240196228027) { votes[8] += 1; } else { votes[8] += 1; } } } } else { votes[8] += 1; } } else { if (x[6] <= 19.468505859375) { if (x[9] <= 34.90477180480957) { if (x[6] <= 14.386000156402588) { votes[8] += 1; } else { votes[8] += 1; } } else { votes[5] += 1; } } else { if (x[8] <= 43.55339431762695) { if (x[0] <= 301.5) { if (x[2] <= 58.895463943481445) { votes[2] += 1; } else { votes[6] += 1; } } else { if (x[6] <= 28.100187301635742) { votes[8] += 1; } else { votes[5] += 1; } } } else { if (x[6] <= 27.69352912902832) { votes[3] += 1; } else { if (x[6] <= 49.26280403137207) { votes[9] += 1; } else { votes[0] += 1; } } } } } } else { if (x[8] <= 60.27404022216797) { if (x[1] <= 250.26156616210938) { if (x[9] <= 21.085986137390137) { if (x[1] <= 137.51771545410156) { votes[0] += 1; } else { votes[0] += 1; } } else { if (x[5] <= 53.494211196899414) { if (x[3] <= 70.64413833618164) { votes[9] += 1; } else { votes[8] += 1; } } else { votes[5] += 1; } } } else { votes[1] += 1; } } else { if (x[2] <= 51.41071128845215) { votes[0] += 1; } else { votes[0] += 1; } } } } else { if (x[8] <= 51.11657524108887) { if (x[7] <= 62.93005561828613) { if (x[9] <= 68.14552307128906) { if (x[1] <= 239.45612335205078) { if (x[9] <= 39.40738868713379) { if (x[2] <= 52.47150230407715) { votes[3] += 1; } else { votes[4] += 1; } } else { if (x[2] <= 46.53968620300293) { votes[3] += 1; } else { votes[2] += 1; } } } else { if (x[8] <= 26.284259796142578) { votes[1] += 1; } else { votes[1] += 1; } } } else { if (x[5] <= 65.92157363891602) { votes[5] += 1; } else { votes[5] += 1; } } } else { if (x[3] <= 43.294761657714844) { if (x[6] <= 36.073747634887695) { if (x[6] <= 21.143576622009277) { votes[2] += 1; } else { votes[6] += 1; } } else { if (x[2] <= 54.14902114868164) { votes[9] += 1; } else { votes[2] += 1; } } } else { if (x[7] <= 76.81750106811523) { if (x[6] <= 37.58120536804199) { if (x[9] <= 36.77532768249512) { votes[6] += 1; } else { votes[3] += 1; } } else { votes[6] += 1; } } else { if (x[2] <= 37.8663272857666) { votes[9] += 1; } else { if (x[8] <= 32.90462875366211) { votes[6] += 1; } else { votes[6] += 1; } } } } } } else { if (x[9] <= 50.7152156829834) { if (x[7] <= 41.42866325378418) { if (x[6] <= 30.534842491149902) { if (x[7] <= 21.18726921081543) { votes[9] += 1; } else { if (x[1] <= 195.8604965209961) { votes[3] += 1; } else { votes[8] += 1; } } } else { if (x[9] <= 27.771347999572754) { votes[4] += 1; } else { if (x[8] <= 61.00762176513672) { votes[7] += 1; } else { votes[0] += 1; } } } } else { if (x[1] <= 137.9624481201172) { votes[0] += 1; } else { if (x[6] <= 36.971059799194336) { if (x[5] <= 80.45624160766602) { votes[3] += 1; } else { votes[3] += 1; } } else { if (x[1] <= 177.62140655517578) { votes[9] += 1; } else { votes[7] += 1; } } } } } else { if (x[2] <= 34.159576416015625) { votes[3] += 1; } else { if (x[1] <= 199.1025848388672) { if (x[3] <= 29.70690631866455) { votes[5] += 1; } else { if (x[6] <= 44.33009719848633) { votes[5] += 1; } else { votes[2] += 1; } } } else { if (x[8] <= 65.75661087036133) { votes[5] += 1; } else { votes[5] += 1; } } } } } } } else { if (x[2] <= 107.75065994262695) { if (x[0] <= 357.0) { if (x[1] <= 164.02106475830078) { votes[0] += 1; } else { if (x[6] <= 25.70099449157715) { votes[2] += 1; } else { if (x[6] <= 35.97086715698242) { votes[4] += 1; } else { votes[4] += 1; } } } } else { votes[0] += 1; } } else { if (x[1] <= 132.0068359375) { votes[7] += 1; } else { if (x[3] <= 51.60076713562012) { if (x[2] <= 109.96988296508789) { votes[4] += 1; } else { if (x[4] <= 75.30273818969727) { votes[4] += 1; } else { if (x[0] <= 346.5) { if (x[3] <= 44.56108283996582) { votes[4] += 1; } else { votes[4] += 1; } } else { votes[4] += 1; } } } } else { votes[4] += 1; } } } } } else { if (x[1] <= 161.49243927001953) { if (x[2] <= 56.990861892700195) { if (x[9] <= 66.18847274780273) { if (x[5] <= 52.86988830566406) { votes[1] += 1; } else { votes[9] += 1; } } else { votes[5] += 1; } } else { if (x[7] <= 64.11987495422363) { votes[7] += 1; } else { votes[4] += 1; } } } else { if (x[8] <= 80.18125534057617) { if (x[2] <= 40.152902603149414) { if (x[5] <= 57.070905685424805) { if (x[4] <= 57.77171325683594) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[1] += 1; } } else { if (x[7] <= 71.53046417236328) { if (x[0] <= 355.0) { if (x[7] <= 30.441024780273438) { if (x[7] <= 22.596449851989746) { votes[7] += 1; } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[7] += 1; } } else { votes[1] += 1; } } } else { votes[1] += 1; } } } } else { if (x[0] <= 364.5) { if (x[2] <= 59.409759521484375) { if (x[9] <= 39.40363121032715) { if (x[6] <= 7.951857089996338) { if (x[4] <= 16.479010581970215) { votes[1] += 1; } else { votes[1] += 1; } } else { votes[1] += 1; } } else { votes[1] += 1; } } else { votes[0] += 1; } } else { votes[0] += 1; } } // return argmax of votes uint8_t classIdx = 0; float maxVotes = votes[0]; for (uint8_t i = 1; i < 10; i++) { if (votes[i] > maxVotes) { classIdx = i; maxVotes = votes[i]; } } return classIdx; } protected: }; } } }

951,081

C++

.h

15,332

10.712953

93

0.100411

eloquentarduino/EloquentMicroML

34

11

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,700

PrincipalFFT.h

eloquentarduino_EloquentMicroML/examples/PrincipalFFTExample/PrincipalFFT.h

void principalFFT(float *features, float *fft) { // apply principal FFT (naive implementation for the top N frequencies only) const int topFrequencies[] = { 0, 8, 17, 16, 1, 9, 2, 7, 15, 6 }; const float cosLUT[10][64] = { { 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0}, { 1.0, 0.7071067811865476, 6.123233995736766e-17, -0.7071067811865475, -1.0, -0.7071067811865477, -1.8369701987210297e-16, 0.7071067811865474, 1.0, 0.7071067811865477, 3.061616997868383e-16, -0.7071067811865467, -1.0, -0.7071067811865471, -4.286263797015736e-16, 0.7071067811865466, 1.0, 0.7071067811865472, 5.51091059616309e-16, -0.7071067811865465, -1.0, -0.7071067811865474, -2.4499125789312946e-15, 0.7071067811865464, 1.0, 0.7071067811865475, -9.803364199544708e-16, -0.7071067811865464, -1.0, -0.7071067811865476, -2.6948419387607653e-15, 0.7071067811865462, 1.0, 0.7071067811865476, -7.354070601250002e-16, -0.7071067811865461, -1.0, -0.7071067811865477, -2.939771298590236e-15, 0.707106781186546, 1.0, 0.7071067811865503, -4.904777002955296e-16, -0.707106781186546, -1.0, -0.7071067811865479, -3.1847006584197066e-15, 0.7071067811865483, 1.0, 0.7071067811865505, -2.45548340466059e-16, -0.7071067811865458, -1.0, -0.707106781186548, -3.4296300182491773e-15, 0.7071067811865482, 1.0, 0.7071067811865507, -6.189806365883577e-19, -0.7071067811865456, -1.0, -0.7071067811865482, -3.674559378078648e-15, 0.707106781186548}, { 1.0, -0.09801714032956065, -0.9807852804032304, 0.29028467725446294, 0.9238795325112867, -0.4713967368259975, -0.8314696123025446, 0.634393284163646, 0.7071067811865472, -0.773010453362737, -0.5555702330196026, 0.8819212643483555, 0.3826834323650876, -0.9569403357322089, -0.19509032201612678, 0.9951847266721968, -7.354070601250002e-16, -0.9951847266721967, 0.19509032201612822, 0.9569403357322085, -0.382683432365089, -0.8819212643483532, 0.5555702330196038, 0.7730104533627371, -0.7071067811865508, -0.6343932841636436, 0.8314696123025455, 0.4713967368259993, -0.923879532511288, -0.2902846772544615, 0.9807852804032302, 0.09801714032955697, -1.0, 0.0980171403295599, 0.9807852804032297, -0.29028467725446433, -0.9238795325112868, 0.4713967368260019, 0.8314696123025438, -0.6343932841636514, -0.7071067811865487, 0.773010453362739, 0.5555702330195954, -0.8819212643483545, -0.3826834323650863, 0.9569403357322114, 0.1950903220161288, -0.9951847266721973, 9.311648537976002e-15, 0.9951847266721969, -0.19509032201613313, -0.9569403357322102, 0.38268343236509034, 0.8819212643483524, -0.5555702330195991, -0.7730104533627362, 0.7071067811865519, 0.6343932841636479, -0.8314696123025462, -0.47139673682599176, 0.9238795325112857, 0.2902846772544601, -0.9807852804032319, -0.09801714032956259}, { 1.0, 6.123233995736766e-17, -1.0, -1.8369701987210297e-16, 1.0, 3.061616997868383e-16, -1.0, -4.286263797015736e-16, 1.0, 5.51091059616309e-16, -1.0, -2.4499125789312946e-15, 1.0, -9.803364199544708e-16, -1.0, -2.6948419387607653e-15, 1.0, -7.354070601250002e-16, -1.0, -2.939771298590236e-15, 1.0, -4.904777002955296e-16, -1.0, -3.1847006584197066e-15, 1.0, -2.45548340466059e-16, -1.0, -3.4296300182491773e-15, 1.0, -6.189806365883577e-19, -1.0, -3.674559378078648e-15, 1.0, 2.443103791928823e-16, -1.0, -3.919488737908119e-15, 1.0, 4.892397390223529e-16, -1.0, -4.164418097737589e-15, 1.0, 7.839596456452825e-15, -1.0, -4.40934745756706e-15, 1.0, 9.790984586812941e-16, -1.0, 2.4511505402044715e-15, 1.0, 8.329455176111767e-15, -1.0, -4.899206177226001e-15, 1.0, 1.4689571783402355e-15, -1.0, 1.96129182054553e-15, 1.0, 8.819313895770708e-15, -1.0, -5.389064896884942e-15, 1.0, 1.9588158979991767e-15, -1.0, 1.471433100886589e-15}, { 1.0, 0.9951847266721969, 0.9807852804032304, 0.9569403357322088, 0.9238795325112867, 0.881921264348355, 0.8314696123025452, 0.773010453362737, 0.7071067811865476, 0.6343932841636455, 0.5555702330196023, 0.4713967368259978, 0.38268343236508984, 0.29028467725446233, 0.19509032201612833, 0.09801714032956077, 6.123233995736766e-17, -0.09801714032956065, -0.1950903220161282, -0.29028467725446216, -0.3826834323650897, -0.4713967368259977, -0.555570233019602, -0.6343932841636454, -0.7071067811865475, -0.773010453362737, -0.8314696123025453, -0.8819212643483549, -0.9238795325112867, -0.9569403357322088, -0.9807852804032304, -0.9951847266721968, -1.0, -0.9951847266721969, -0.9807852804032304, -0.9569403357322089, -0.9238795325112868, -0.881921264348355, -0.8314696123025455, -0.7730104533627371, -0.7071067811865477, -0.6343932841636459, -0.5555702330196022, -0.47139673682599786, -0.38268343236509034, -0.29028467725446244, -0.19509032201612866, -0.09801714032956045, -1.8369701987210297e-16, 0.09801714032956009, 0.1950903220161283, 0.29028467725446205, 0.38268343236509, 0.4713967368259976, 0.5555702330196018, 0.6343932841636456, 0.7071067811865474, 0.7730104533627367, 0.8314696123025452, 0.8819212643483548, 0.9238795325112865, 0.9569403357322088, 0.9807852804032303, 0.9951847266721969}, { 1.0, 0.6343932841636455, -0.1950903220161282, -0.8819212643483549, -0.9238795325112868, -0.29028467725446244, 0.5555702330196018, 0.9951847266721969, 0.7071067811865477, -0.09801714032955997, -0.8314696123025451, -0.9569403357322087, -0.38268343236509056, 0.47139673682599736, 0.9807852804032304, 0.7730104533627377, 5.51091059616309e-16, -0.773010453362737, -0.9807852804032307, -0.4713967368259983, 0.38268343236508956, 0.9569403357322089, 0.8314696123025448, 0.09801714032956282, -0.7071067811865464, -0.995184726672197, -0.5555702330196027, 0.2902846772544622, 0.9238795325112868, 0.8819212643483563, 0.19509032201613036, -0.6343932841636443, -1.0, -0.6343932841636459, 0.19509032201612822, 0.8819212643483553, 0.9238795325112877, 0.29028467725446433, -0.555570233019601, -0.9951847266721968, -0.7071067811865479, 0.09801714032956063, 0.8314696123025456, 0.9569403357322086, 0.3826834323650883, -0.47139673682599326, -0.9807852804032295, -0.7730104533627394, -3.4296300182491773e-15, 0.7730104533627351, 0.9807852804032309, 0.4713967368259993, -0.3826834323650885, -0.9569403357322086, -0.8314696123025455, -0.09801714032956038, 0.707106781186548, 0.9951847266721968, 0.5555702330196066, -0.2902846772544578, -0.9238795325112851, -0.8819212643483568, -0.19509032201613144, 0.6343932841636434}, { 1.0, 0.9807852804032304, 0.9238795325112867, 0.8314696123025452, 0.7071067811865476, 0.5555702330196023, 0.38268343236508984, 0.19509032201612833, 6.123233995736766e-17, -0.1950903220161282, -0.3826834323650897, -0.555570233019602, -0.7071067811865475, -0.8314696123025453, -0.9238795325112867, -0.9807852804032304, -1.0, -0.9807852804032304, -0.9238795325112868, -0.8314696123025455, -0.7071067811865477, -0.5555702330196022, -0.38268343236509034, -0.19509032201612866, -1.8369701987210297e-16, 0.1950903220161283, 0.38268343236509, 0.5555702330196018, 0.7071067811865474, 0.8314696123025452, 0.9238795325112865, 0.9807852804032303, 1.0, 0.9807852804032304, 0.9238795325112867, 0.8314696123025455, 0.7071067811865477, 0.5555702330196023, 0.38268343236509045, 0.19509032201612878, 3.061616997868383e-16, -0.1950903220161273, -0.3826834323650899, -0.5555702330196017, -0.7071067811865467, -0.8314696123025451, -0.9238795325112864, -0.9807852804032305, -1.0, -0.9807852804032307, -0.9238795325112867, -0.8314696123025456, -0.7071067811865471, -0.5555702330196024, -0.38268343236509056, -0.19509032201612803, -4.286263797015736e-16, 0.1950903220161272, 0.3826834323650898, 0.5555702330196016, 0.7071067811865466, 0.8314696123025451, 0.9238795325112864, 0.9807852804032304}, { 1.0, 0.773010453362737, 0.19509032201612833, -0.4713967368259977, -0.9238795325112867, -0.9569403357322089, -0.5555702330196022, 0.09801714032956009, 0.7071067811865474, 0.9951847266721969, 0.8314696123025455, 0.29028467725446255, -0.3826834323650899, -0.8819212643483548, -0.9807852804032307, -0.6343932841636454, -4.286263797015736e-16, 0.6343932841636447, 0.9807852804032304, 0.8819212643483553, 0.38268343236509067, -0.29028467725446255, -0.831469612302545, -0.9951847266721969, -0.7071067811865474, -0.0980171403295627, 0.5555702330196015, 0.9569403357322089, 0.9238795325112875, 0.4713967368259984, -0.19509032201612858, -0.7730104533627357, -1.0, -0.7730104533627368, -0.19509032201613025, 0.4713967368259969, 0.9238795325112868, 0.9569403357322095, 0.5555702330196028, -0.09801714032956099, -0.7071067811865461, -0.9951847266721968, -0.831469612302545, -0.2902846772544642, 0.3826834323650891, 0.8819212643483553, 0.9807852804032309, 0.634393284163646, -4.904777002955296e-16, -0.6343932841636468, -0.9807852804032297, -0.8819212643483565, -0.38268343236509145, 0.2902846772544618, 0.8314696123025456, 0.9951847266721967, 0.7071067811865505, 0.09801714032956356, -0.5555702330196007, -0.9569403357322087, -0.9238795325112865, -0.47139673682599603, 0.19509032201612425, 0.7730104533627351}, { 1.0, 0.09801714032956077, -0.9807852804032304, -0.2902846772544633, 0.9238795325112865, 0.471396736825998, -0.8314696123025442, -0.6343932841636467, 0.7071067811865466, 0.7730104533627377, -0.5555702330196015, -0.8819212643483562, 0.3826834323650863, 0.9569403357322094, -0.19509032201612508, -0.995184726672197, -2.6948419387607653e-15, 0.9951847266721965, 0.19509032201613036, -0.9569403357322078, -0.3826834323650912, 0.8819212643483536, 0.5555702330196061, -0.7730104533627331, -0.7071067811865529, 0.6343932841636439, 0.8314696123025471, -0.47139673682599326, -0.9238795325112893, 0.2902846772544547, 0.9807852804032309, -0.09801714032955673, -1.0, -0.09801714032956746, 0.9807852804032288, 0.29028467725446505, -0.9238795325112851, -0.47139673682600275, 0.8314696123025412, 0.6343932841636523, -0.7071067811865452, -0.7730104533627399, 0.5555702330195971, 0.8819212643483586, -0.3826834323650813, -0.9569403357322119, 0.1950903220161163, 0.9951847266721983, 1.5189953173883297e-14, -0.9951847266721966, -0.19509032201613216, 0.9569403357322073, 0.3826834323650962, -0.881921264348351, -0.5555702330196105, 0.7730104533627297, 0.7071067811865567, -0.6343932841636343, -0.8314696123025541, 0.47139673682599476, 0.9238795325112886, -0.29028467725445634, -0.980785280403232, 0.09801714032955137}, { 1.0, 0.8314696123025452, 0.38268343236508984, -0.1950903220161282, -0.7071067811865475, -0.9807852804032304, -0.9238795325112868, -0.5555702330196022, -1.8369701987210297e-16, 0.5555702330196018, 0.9238795325112865, 0.9807852804032304, 0.7071067811865477, 0.19509032201612878, -0.3826834323650899, -0.8314696123025451, -1.0, -0.8314696123025456, -0.38268343236509056, 0.1950903220161272, 0.7071067811865466, 0.9807852804032304, 0.9238795325112867, 0.5555702330196025, 5.51091059616309e-16, -0.5555702330196015, -0.9238795325112864, -0.9807852804032307, -0.7071067811865474, -0.19509032201613, 0.38268343236508956, 0.831469612302544, 1.0, 0.8314696123025448, 0.3826834323650909, -0.19509032201612858, -0.7071067811865464, -0.9807852804032304, -0.9238795325112876, -0.5555702330196027, -2.6948419387607653e-15, 0.5555702330196013, 0.9238795325112868, 0.9807852804032308, 0.7071067811865476, 0.19509032201613036, -0.3826834323650892, -0.8314696123025438, -1.0, -0.831469612302545, -0.3826834323650912, 0.19509032201612822, 0.707106781186546, 0.9807852804032303, 0.9238795325112877, 0.5555702330196061, -4.904777002955296e-16, -0.555570233019601, -0.9238795325112854, -0.9807852804032301, -0.7071067811865479, -0.19509032201613072, 0.38268343236508556, 0.8314696123025456}}; const bool sinLUT[10][64] = { { false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false}, { false, true, true, true, true, false, false, false, false, true, true, true, true, false, false, false, false, true, true, true, true, false, false, false, false, true, true, true, true, false, false, false, false, true, true, true, true, false, false, false, false, true, true, true, true, false, false, false, false, true, true, true, false, false, false, false, false, true, true, true, true, false, false, false}, { false, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false}, { false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, false, false, false, true, true, false, false, true, false, false, false, true, true, false, false, true, false, false, false, true, true, false, false, true, false, false, true, true, true, false, false, true, false, false, false, true, true, false}, { false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false}, { false, true, true, true, false, false, false, false, true, true, true, false, false, false, false, true, true, true, false, false, false, false, true, true, true, false, false, false, false, true, true, true, true, false, false, false, true, true, true, true, false, false, false, true, true, true, true, false, false, false, true, true, true, true, false, false, false, true, true, true, true, false, false, false}, { false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false}, { false, true, true, true, true, false, false, false, false, false, true, true, true, true, false, false, false, false, false, true, true, true, true, false, false, false, false, false, true, true, true, true, true, false, false, false, false, true, true, true, true, true, false, false, false, false, true, true, true, true, true, false, false, false, false, true, true, true, true, true, false, false, false, false}, { false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false, true, true, true, false, false, true, true, false, false, true, true, false, false, true, true, false, false}, { false, true, true, true, true, true, false, false, false, false, false, true, true, true, true, true, true, false, false, false, false, false, true, true, true, true, true, false, false, false, false, false, false, true, true, true, true, true, false, false, false, false, false, true, true, true, true, true, true, false, false, false, false, false, true, true, true, true, true, false, false, false, false, false}}; for (int i = 0; i < 10; i++) { const int k = topFrequencies[i]; const float harmonic = 0.09817477042468103 * k; float re = 0; float im = 0; // optimized case if (k == 0) { for (int n = 0; n < 64; n++) { re += features[n]; } } else { for (int n = 0; n < 64; n++) { const float cos_n = cosLUT[i][n]; const float sin_n = sinLUT[i][n] ? sqrt(1 - cos_n * cos_n) : -sqrt(1 - cos_n * cos_n); re += features[n] * cos_n; im -= features[n] * sin_n; } } fft[i] = sqrt(re * re + im * im); } }

18,066

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.h

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eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,702

DataGathering.h

eloquentarduino_EloquentMicroML/examples/TheUltimateGuideToWifiIndoorPositioning/DataGathering.h

#include <WiFi.h> #define print(string) Serial.print(string); #define quote(string) print('"'); print(string); print('"'); String location = ""; /** * */ void setup() { Serial.begin(115200); delay(3000); WiFi.disconnect(); } /** * */ void loop() { // if location is set, scan networks if (location != "") { int numNetworks = WiFi.scanNetworks(); // print location print('{'); quote("__location"); print(": "); quote(location); print(", "); // print each network SSID and RSSI for (int i = 0; i < numNetworks; i++) { quote(WiFi.SSID(i)); print(": "); print(WiFi.RSSI(i)); print(i == numNetworks - 1 ? "}\n" : ", "); } delay(1000); } // else wait for user to enter the location else { String input; Serial.println("Enter 'scan {location}' to start the scanning"); while (!Serial.available()) delay(200); input = Serial.readStringUntil('\n'); if (input.indexOf("scan ") == 0) { input.replace("scan ", ""); location = input; } else { location = ""; } } }

1,132

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.h

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eloquentarduino/EloquentMicroML

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,703

WifiIndoorPositioning.h

eloquentarduino_EloquentMicroML/examples/TheUltimateGuideToWifiIndoorPositioning/WifiIndoorPositioning.h

#include <WiFi.h> #include "Converter.h" #include "Classifier.h" Eloquent::Projects::WifiIndoorPositioning positioning; Eloquent::ML::Port::DecisionTree classifier; void setup() { Serial.begin(115200); WiFi.disconnect(); } void loop() { float *features = positioning.getFeatures(); for (int i = 0; i < 9; i++) { Serial.print(features[i]); Serial.print(", "); } Serial.print("\nYou're in "); Serial.println(classifier.predictLabel(features)); }

476

C++

.h

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eloquentarduino/EloquentMicroML

34

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,705

IrisSEFR.h

eloquentarduino_EloquentMicroML/examples/OffboardSEFRExample/IrisSEFR.h

#pragma once namespace Eloquent { namespace ML { namespace Port { class SEFR { public: /** * Predict class for features vector */ int predict(float *x) { return dot(x, -0.033926433731 , -0.22068374821 , 0.391616088384 , 0.619492582103 ) <= 0.08944621779720162 ? 0 : 1; } protected: /** * Compute dot product between features vector and classifier weights */ float dot(float *x, ...) { va_list w; va_start(w, 4); float kernel = 0.0; for (uint16_t i = 0; i < 4; i++) { kernel += x[i] * va_arg(w, double); } return kernel; } }; } } }

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.h

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eloquentarduino/EloquentMicroML

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,706

IrisTest.h

eloquentarduino_EloquentMicroML/examples/OffboardSEFRExample/IrisTest.h

#pragma once namespace Eloquent { namespace ML { namespace Test { /** * A tailor made test set */ class IrisTestSet { public: IrisTestSet() : _x{ { 0.726348457434 , 0.380468239608 , 0.541879007927 , 0.184469449507 }, { 0.759117071609 , 0.393114197798 , 0.488003831749 , 0.176223605909 }, { 0.769230769231 , 0.307692307692 , 0.538461538462 , 0.153846153846 }, { 0.765783108489 , 0.603790527847 , 0.220898973603 , 0.01472659824 }, { 0.825122952481 , 0.528078689588 , 0.198029508595 , 0.033004918099 }, { 0.786090375542 , 0.571702091303 , 0.232253974592 , 0.035731380706 }, { 0.803735188074 , 0.55070744368 , 0.223259774465 , 0.029767969929 }, { 0.755192851801 , 0.339289542114 , 0.536296373018 , 0.164172359087 }, { 0.753849162023 , 0.31524601321 , 0.548253936017 , 0.178182529206 }, { 0.770118538251 , 0.353497033951 , 0.504995762788 , 0.164123622906 }, { 0.817689418059 , 0.517313713466 , 0.250313087161 , 0.033375078288 }, { 0.743148202166 , 0.365055257204 , 0.534545198049 , 0.169489940845 }, { 0.80218491852 , 0.545485744593 , 0.240655475556 , 0.032087396741 }, { 0.806423656152 , 0.531506500645 , 0.256589345139 , 0.036655620734 }, { 0.803274123688 , 0.551266555472 , 0.220506622189 , 0.04725141904 }, { 0.812283631381 , 0.536107196711 , 0.227439416787 , 0.032491345255 }, { 0.803772773015 , 0.551608765795 , 0.220643506318 , 0.031520500903 }, { 0.802512599037 , 0.559892510956 , 0.205293920684 , 0.018663083699 }, { 0.759165471524 , 0.371836149318 , 0.511274705312 , 0.154931728882 }, { 0.822105846519 , 0.513816154074 , 0.239780871901 , 0.051381615407 }, { 0.773811110254 , 0.597327874582 , 0.203634502699 , 0.054302534053 }, { 0.761851879395 , 0.340112446158 , 0.530575416007 , 0.14964947631 }, { 0.778674472842 , 0.594624142898 , 0.198208047633 , 0.028315435376 }, { 0.775770745958 , 0.607124931619 , 0.168645814339 , 0.033729162868 }, { 0.805977915082 , 0.521515121524 , 0.268659305027 , 0.079017442655 }, { 0.764672694551 , 0.314865227168 , 0.53976896086 , 0.157432613584 }, { 0.807795684898 , 0.538530456599 , 0.237586966146 , 0.031678262153 }, { 0.798370248271 , 0.557352814831 , 0.22595384385 , 0.03012717918 }, { 0.772429247764 , 0.337060035388 , 0.519634221223 , 0.140441681412 }, { 0.802124132514 , 0.546902817623 , 0.23699122097 , 0.036460187842 }, }, _y{ 1 , 1 , 1 , 0 , 0 , 0 , 0 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 0 }, _tp(0), _tn(0), _fp(0), _fn(0) {} template<class Classifier> void test(Classifier clf) { for (uint16_t i = 0; i < 30; i++) { int predicted = clf.predict(_x[i]); int actual = _y[i]; if (predicted > 0 && predicted == actual) _tp++; else if (predicted > 0 && predicted != actual) _fp++; else if (predicted <= 0 && predicted == actual) _tn++; else _fn++; } } String dump() { return String("Support:\t") + support() + "\nTP:\t" + _tp + "\nTN:\t" + _tn + "\nFP:\t" + _fp + "\nFN:\t" + _fn + "\nAccuracy:\t" + accuracy() + "\nPrecision:\t" + precision() + "\nRecall:\t" + recall() + "\nSpecificity:\t" + specificity() ; } float accuracy() { return (1.0f * _tp + _tn) / support(); } float precision() { return (1.0f * _tp) / (_tp + _fp); } float recall() { return (1.0f * _tp) / (_tp + _fn); } float specificity() { return (1.0f * _tn) / (_tn + _fp); } uint16_t support() { return _tp + _tn + _fp + _fn; } protected: float _x[30][4]; int _y[30]; uint16_t _tp, _fp, _tn, _fn; }; } } }

6,065

C++

.h

103

35.019417

211

0.372019

eloquentarduino/EloquentMicroML

34

11

2

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,707

pca.h

eloquentarduino_EloquentMicroML/examples/PCAExample/pca.h

#pragma once namespace Eloquent { namespace ML { namespace Port { class PCA { public: /** * Apply dimensionality reduction * @warn Will override the source vector if no dest provided! */ void transform(float *x, float *dest = NULL) { static float u[2] = { 0 }; u[0] = dot(x, 0.361386591785 , -0.084522514065 , 0.85667060595 , 0.358289197152 ); u[1] = dot(x, 0.656588771287 , 0.730161434785 , -0.173372662796 , -0.075481019917 ); memcpy(dest != NULL ? dest : x, u, sizeof(float) * 2); } protected: /** * Compute dot product with varargs */ float dot(float *x, ...) { va_list w; va_start(w, 4); static float mean[] = { 5.843333333333 , 3.057333333333 , 3.758 , 1.199333333333 }; float dot = 0.0; for (uint16_t i = 0; i < 4; i++) { dot += (x[i] - mean[i]) * va_arg(w, double); } return dot; } }; } } }

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C++

.h

34

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eloquentarduino/EloquentMicroML

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,710

digits.h

eloquentarduino_EloquentMicroML/examples/IrisClassificationTrainingExample/digits.h

#define POSITIVE_SAMPLES 45 #define NEGATIVE_SAMPLES 45 #define FEATURES_DIM 64 float X_positive[POSITIVE_SAMPLES][FEATURES_DIM] = { {0.0000000, 0.0000000, 0.0000000, 12.0000000, 13.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 15.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 13.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 10.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 12.0000000, 14.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 16.0000000, 1.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 1.0000000, 4.0000000, 12.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 10.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 12.0000000, 15.0000000, 4.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 12.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 12.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 11.0000000, 5.0000000, 15.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 1.0000000, 11.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 14.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 11.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 14.0000000, 6.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 13.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 15.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 7.0000000, 4.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 12.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 8.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 5.0000000, 6.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 11.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 1.0000000, 14.0000000, 13.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 5.0000000, 11.0000000, 15.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 15.0000000, 16.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 13.0000000, 15.0000000, 2.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 12.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 8.0000000, 12.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 13.0000000, 5.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 1.0000000, 12.0000000, 8.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 11.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 12.0000000, 8.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 15.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 13.0000000, 4.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 8.0000000, 14.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 1.0000000, 15.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 11.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 14.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 7.0000000, 15.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 15.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 15.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 15.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 15.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 10.0000000, 8.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 0.0000000, 8.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 14.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 13.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 15.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 3.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 3.0000000, 0.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 12.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 14.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 15.0000000, 12.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 4.0000000, 12.0000000, 3.0000000, 10.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 13.0000000, 4.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 12.0000000, 16.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 5.0000000, 14.0000000, 16.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 1.0000000, 4.0000000, 7.0000000, 16.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 11.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 14.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 1.0000000, 14.0000000, 16.0000000, 14.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 5.0000000, 12.0000000, 3.0000000, 8.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 12.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 1.0000000, 11.0000000, 14.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 5.0000000, 11.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 10.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 12.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 10.0000000, 3.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 11.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 14.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 15.0000000, 16.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 4.0000000, 8.0000000, 8.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 15.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 15.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 6.0000000, 15.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 0.0000000, 12.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 15.0000000, 4.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 7.0000000, 8.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 1.0000000, 4.0000000, 0.0000000, 10.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 1.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 4.0000000, 14.0000000, 14.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 15.0000000, 16.0000000, 15.0000000, 3.0000000, 0.0000000, 0.0000000, 4.0000000, 15.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 13.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 14.0000000, 15.0000000, 6.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 14.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 3.0000000, 5.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 15.0000000, 12.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 13.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 14.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 3.0000000, 14.0000000, 16.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 13.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 13.0000000, 16.0000000, 1.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 13.0000000, 15.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 15.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 12.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 10.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 4.0000000, 13.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 14.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 8.0000000, 15.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 14.0000000, 12.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 7.0000000, 12.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 14.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 12.0000000, 12.0000000, 9.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 10.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 5.0000000, 7.0000000, 15.0000000, 8.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 14.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 16.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 9.0000000, 15.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 14.0000000, 1.0000000, 0.0000000} , {0.0000000, 0.0000000, 1.0000000, 15.0000000, 11.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 14.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 2.0000000, 13.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 15.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 15.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 13.0000000, 8.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 15.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 12.0000000, 6.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 13.0000000, 7.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 12.0000000, 15.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 1.0000000, 14.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 15.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 3.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 13.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 8.0000000, 16.0000000, 15.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 16.0000000, 2.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 7.0000000, 15.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 11.0000000, 16.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 16.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 4.0000000, 10.0000000, 9.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 12.0000000, 14.0000000, 5.0000000, 0.0000000} , {0.0000000, 0.0000000, 1.0000000, 8.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 15.0000000, 16.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 12.0000000, 15.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 13.0000000, 7.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 5.0000000, 15.0000000, 13.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 14.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 16.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 6.0000000, 15.0000000, 16.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 3.0000000, 7.0000000, 10.0000000, 16.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 11.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 12.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 14.0000000, 12.0000000, 1.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 1.0000000, 12.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 16.0000000, 1.0000000, 0.0000000, 0.0000000, 1.0000000, 7.0000000, 15.0000000, 16.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 13.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 0.0000000, 5.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 15.0000000, 16.0000000, 16.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 8.0000000, 12.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 12.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 15.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 15.0000000, 11.0000000, 2.0000000, 0.0000000} , {0.0000000, 0.0000000, 7.0000000, 10.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 14.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 4.0000000, 14.0000000, 12.0000000, 4.0000000, 1.0000000, 0.0000000, 0.0000000, 7.0000000, 16.0000000, 16.0000000, 16.0000000, 16.0000000, 5.0000000} }; float X_negative[NEGATIVE_SAMPLES][FEATURES_DIM] = { {0.0000000, 0.0000000, 5.0000000, 13.0000000, 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10.0000000, 8.0000000, 15.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 5.0000000, 12.0000000, 14.0000000, 9.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 7.0000000, 15.0000000, 9.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 16.0000000, 14.0000000, 15.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 16.0000000, 8.0000000, 4.0000000, 6.0000000, 4.0000000, 0.0000000, 0.0000000, 4.0000000, 15.0000000, 1.0000000, 0.0000000, 6.0000000, 5.0000000, 0.0000000, 0.0000000, 3.0000000, 11.0000000, 0.0000000, 0.0000000, 7.0000000, 5.0000000, 0.0000000, 0.0000000, 3.0000000, 11.0000000, 0.0000000, 1.0000000, 13.0000000, 2.0000000, 0.0000000, 0.0000000, 1.0000000, 13.0000000, 8.0000000, 13.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 15.0000000, 11.0000000, 1.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 3.0000000, 14.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 14.0000000, 16.0000000, 14.0000000, 9.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 16.0000000, 16.0000000, 11.0000000, 15.0000000, 3.0000000, 0.0000000, 0.0000000, 5.0000000, 15.0000000, 6.0000000, 0.0000000, 4.0000000, 8.0000000, 0.0000000, 0.0000000, 8.0000000, 8.0000000, 0.0000000, 0.0000000, 4.0000000, 8.0000000, 0.0000000, 0.0000000, 5.0000000, 11.0000000, 0.0000000, 0.0000000, 6.0000000, 6.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 10.0000000, 5.0000000, 15.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 12.0000000, 14.0000000, 8.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 5.0000000, 11.0000000, 4.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 15.0000000, 16.0000000, 16.0000000, 11.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 16.0000000, 9.0000000, 2.0000000, 12.0000000, 4.0000000, 0.0000000, 0.0000000, 6.0000000, 13.0000000, 0.0000000, 0.0000000, 6.0000000, 6.0000000, 0.0000000, 0.0000000, 3.0000000, 13.0000000, 0.0000000, 0.0000000, 5.0000000, 9.0000000, 0.0000000, 0.0000000, 3.0000000, 16.0000000, 0.0000000, 0.0000000, 6.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 13.0000000, 12.0000000, 8.0000000, 16.0000000, 7.0000000, 0.0000000, 0.0000000, 0.0000000, 4.0000000, 13.0000000, 12.0000000, 10.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 9.0000000, 15.0000000, 5.0000000, 0.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 15.0000000, 15.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 10.0000000, 14.0000000, 0.0000000, 9.0000000, 14.0000000, 0.0000000, 0.0000000, 0.0000000, 8.0000000, 12.0000000, 0.0000000, 0.0000000, 12.0000000, 5.0000000, 0.0000000, 0.0000000, 8.0000000, 8.0000000, 0.0000000, 0.0000000, 10.0000000, 8.0000000, 0.0000000, 0.0000000, 5.0000000, 14.0000000, 0.0000000, 0.0000000, 12.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 16.0000000, 7.0000000, 12.0000000, 16.0000000, 4.0000000, 0.0000000, 0.0000000, 0.0000000, 9.0000000, 16.0000000, 15.0000000, 7.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 4.0000000, 13.0000000, 12.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 2.0000000, 15.0000000, 14.0000000, 16.0000000, 13.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 4.0000000, 6.0000000, 16.0000000, 5.0000000, 0.0000000, 0.0000000, 8.0000000, 15.0000000, 1.0000000, 0.0000000, 12.0000000, 8.0000000, 0.0000000, 0.0000000, 8.0000000, 12.0000000, 0.0000000, 0.0000000, 12.0000000, 8.0000000, 0.0000000, 0.0000000, 5.0000000, 13.0000000, 0.0000000, 1.0000000, 13.0000000, 8.0000000, 0.0000000, 0.0000000, 1.0000000, 15.0000000, 10.0000000, 12.0000000, 16.0000000, 3.0000000, 0.0000000, 0.0000000, 0.0000000, 6.0000000, 16.0000000, 13.0000000, 4.0000000, 0.0000000, 0.0000000} , {0.0000000, 0.0000000, 3.0000000, 12.0000000, 11.0000000, 1.0000000, 0.0000000, 0.0000000, 0.0000000, 1.0000000, 14.0000000, 14.0000000, 15.0000000, 8.0000000, 0.0000000, 0.0000000, 0.0000000, 3.0000000, 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.h

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eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,711

iris.h

eloquentarduino_EloquentMicroML/examples/IrisClassificationTrainingExample/iris.h

#define POSITIVE_SAMPLES 50 #define NEGATIVE_SAMPLES 50 #define FEATURES_DIM 4 float X_positive[POSITIVE_SAMPLES][FEATURES_DIM] = { {5.1,3.5,1.4,.2}, {4.9,3,1.4,.2}, {4.7,3.2,1.3,.2}, {4.6,3.1,1.5,.2}, {5,3.6,1.4,.2}, {5.4,3.9,1.7,.4}, {4.6,3.4,1.4,.3}, {5,3.4,1.5,.2}, {4.4,2.9,1.4,.2}, {4.9,3.1,1.5,.1}, {5.4,3.7,1.5,.2}, {4.8,3.4,1.6,.2}, {4.8,3,1.4,.1}, {4.3,3,1.1,.1}, {5.8,4,1.2,.2}, {5.7,4.4,1.5,.4}, {5.4,3.9,1.3,.4}, {5.1,3.5,1.4,.3}, {5.7,3.8,1.7,.3}, {5.1,3.8,1.5,.3}, {5.4,3.4,1.7,.2}, {5.1,3.7,1.5,.4}, {4.6,3.6,1,.2}, {5.1,3.3,1.7,.5}, {4.8,3.4,1.9,.2}, {5,3,1.6,.2}, {5,3.4,1.6,.4}, {5.2,3.5,1.5,.2}, {5.2,3.4,1.4,.2}, {4.7,3.2,1.6,.2}, {4.8,3.1,1.6,.2}, {5.4,3.4,1.5,.4}, {5.2,4.1,1.5,.1}, {5.5,4.2,1.4,.2}, {4.9,3.1,1.5,.2}, {5,3.2,1.2,.2}, {5.5,3.5,1.3,.2}, {4.9,3.6,1.4,.1}, {4.4,3,1.3,.2}, {5.1,3.4,1.5,.2}, {5,3.5,1.3,.3}, {4.5,2.3,1.3,.3}, {4.4,3.2,1.3,.2}, {5,3.5,1.6,.6}, {5.1,3.8,1.9,.4}, {4.8,3,1.4,.3}, {5.1,3.8,1.6,.2}, {4.6,3.2,1.4,.2}, {5.3,3.7,1.5,.2}, {5,3.3,1.4,.2} }; float X_negative[NEGATIVE_SAMPLES][FEATURES_DIM] = { {7,3.2,4.7,1.4}, {6.4,3.2,4.5,1.5}, {6.9,3.1,4.9,1.5}, {5.5,2.3,4,1.3}, {6.5,2.8,4.6,1.5}, {5.7,2.8,4.5,1.3}, {6.3,3.3,4.7,1.6}, {4.9,2.4,3.3,1}, {6.6,2.9,4.6,1.3}, {5.2,2.7,3.9,1.4}, {5,2,3.5,1}, {5.9,3,4.2,1.5}, {6,2.2,4,1}, {6.1,2.9,4.7,1.4}, {5.6,2.9,3.6,1.3}, {6.7,3.1,4.4,1.4}, {5.6,3,4.5,1.5}, {5.8,2.7,4.1,1}, {6.2,2.2,4.5,1.5}, {5.6,2.5,3.9,1.1}, {5.9,3.2,4.8,1.8}, {6.1,2.8,4,1.3}, {6.3,2.5,4.9,1.5}, {6.1,2.8,4.7,1.2}, {6.4,2.9,4.3,1.3}, {6.6,3,4.4,1.4}, {6.8,2.8,4.8,1.4}, {6.7,3,5,1.7}, {6,2.9,4.5,1.5}, {5.7,2.6,3.5,1}, {5.5,2.4,3.8,1.1}, {5.5,2.4,3.7,1}, {5.8,2.7,3.9,1.2}, {6,2.7,5.1,1.6}, {5.4,3,4.5,1.5}, {6,3.4,4.5,1.6}, {6.7,3.1,4.7,1.5}, {6.3,2.3,4.4,1.3}, {5.6,3,4.1,1.3}, {5.5,2.5,4,1.3}, {5.5,2.6,4.4,1.2}, {6.1,3,4.6,1.4}, {5.8,2.6,4,1.2}, {5,2.3,3.3,1}, {5.6,2.7,4.2,1.3}, {5.7,3,4.2,1.2}, {5.7,2.9,4.2,1.3}, {6.2,2.9,4.3,1.3}, {5.1,2.5,3,1.1}, {5.7,2.8,4.1,1.3} };

2,748

C++

.h

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eloquentarduino/EloquentMicroML

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false

1,537,712

breast_cancer.h

eloquentarduino_EloquentMicroML/examples/IrisClassificationTrainingExample/breast_cancer.h

#define FEATURES_DIM 30 #define POSITIVE_SAMPLES 40 #define NEGATIVE_SAMPLES 40 float X_positive[POSITIVE_SAMPLES][FEATURES_DIM] = { {0.007925415, 0.004572863, 0.054098996, 0.440986119, 0.000052161, 0.000122295, 0.000132208, 0.000064804, 0.000106568, 0.000034675, 0.000482397, 0.000398826, 0.003783846, 0.067579691, 0.000002819, 0.000021604, 0.000023671, 0.000006991, 0.000013230, 0.000002728, 0.011181047, 0.007634655, 0.081324713, 0.889461512, 0.000071456, 0.000293227, 0.000313624, 0.000116921, 0.000202695, 0.000052381}, {0.008665756, 0.007486168, 0.055988282, 0.558618978, 0.000035699, 0.000033130, 0.000036609, 0.000029561, 0.000076336, 0.000023874, 0.000228966, 0.000309178, 0.001431514, 0.031208517, 0.000002201, 0.000005510, 0.000007836, 0.000005645, 0.000005852, 0.000001488, 0.010527819, 0.009862195, 0.066899467, 0.824026185, 0.000052155, 0.000078611, 0.000101782, 0.000078358, 0.000115852, 0.000037502}, {0.009366683, 0.010108787, 0.061841988, 0.572276245, 0.000052138, 0.000076066, 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digits.h

eloquentarduino_EloquentMicroML/examples/SGDExample/digits.h

#pragma once #define FEATURES_DIM 64 #define DATASET_SIZE 360 float X[DATASET_SIZE][FEATURES_DIM] = { { 0.000000 , 0.000000 , 0.090240 , 0.234625 , 0.162433 , 0.018048 , 0.000000 , 0.000000 , 0.000000 , 0.000000 , 0.234625 , 0.270721 , 0.180481 , 0.270721 , 0.090240 , 0.000000 , 0.000000 , 0.054144 , 0.270721 , 0.036096 , 0.000000 , 0.198529 , 0.144385 , 0.000000 , 0.000000 , 0.072192 , 0.216577 , 0.000000 , 0.000000 , 0.144385 , 0.144385 , 0.000000 , 0.000000 , 0.090240 , 0.144385 , 0.000000 , 0.000000 , 0.162433 , 0.144385 , 0.000000 , 0.000000 , 0.072192 , 0.198529 , 0.000000 , 0.018048 , 0.216577 , 0.126337 , 0.000000 , 0.000000 , 0.036096 , 0.252673 , 0.090240 , 0.180481 , 0.216577 , 0.000000 , 0.000000 , 0.000000 , 0.000000 , 0.108288 , 0.234625 , 0.180481 , 0.000000 , 0.000000 , 0.000000 }, { 0.000000 , 0.000000 , 0.000000 , 0.184966 , 0.200380 , 0.077069 , 0.000000 , 0.000000 , 0.000000 , 0.000000 , 0.000000 , 0.169552 , 0.246621 , 0.138724 , 0.000000 , 0.000000 , 0.000000 , 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0.000000 , 0.000000 , 0.000000 , 0.083341 , 0.222244 , 0.194463 , 0.083341 , 0.000000 , 0.000000 }, }; int y[DATASET_SIZE] = { 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 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306,131

C++

.h

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0.528942

eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

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breast_cancer.h

eloquentarduino_EloquentMicroML/examples/SGDExample/breast_cancer.h

#pragma once #define FEATURES_DIM 30 #define DATASET_SIZE 569 float X[DATASET_SIZE][FEATURES_DIM] = { { 0.017759 , 0.034479 , 0.112583 , 0.524332 , 0.000190 , 0.000112 , 0.000051 , 0.000026 , 0.000283 , 0.000131 , 0.000956 , 0.002347 , 0.006149 , 0.057364 , 0.000013 , 0.000017 , 0.000044 , 0.000012 , 0.000037 , 0.000005 , 0.022622 , 0.047088 , 0.142639 , 0.827337 , 0.000251 , 0.000197 , 0.000215 , 0.000095 , 0.000462 , 0.000153 }, { 0.022222 , 0.029087 , 0.141086 , 0.640428 , 0.000239 , 0.000152 , 0.000069 , 0.000049 , 0.000424 , 0.000161 , 0.000648 , 0.002284 , 0.004464 , 0.036709 , 0.000022 , 0.000033 , 0.000046 , 0.000033 , 0.000047 , 0.000007 , 0.023920 , 0.036616 , 0.152286 , 0.736294 , 0.000310 , 0.000268 , 0.000207 , 0.000146 , 0.000573 , 0.000182 }, { 0.016655 , 0.024390 , 0.107456 , 0.614154 , 0.000142 , 0.000134 , 0.000066 , 0.000046 , 0.000267 , 0.000085 , 0.000391 , 0.002274 , 0.002573 , 0.030584 , 0.000011 , 0.000022 , 0.000025 , 0.000010 , 0.000028 , 0.000002 , 0.018664 , 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0.031318 , 0.118745 , 0.745085 , 0.000169 , 0.000335 , 0.000324 , 0.000159 , 0.000392 , 0.000105 }, { 0.019781 , 0.031225 , 0.128375 , 0.625666 , 0.000205 , 0.000214 , 0.000130 , 0.000077 , 0.000336 , 0.000140 , 0.000710 , 0.002839 , 0.003082 , 0.043770 , 0.000020 , 0.000082 , 0.000077 , 0.000030 , 0.000052 , 0.000015 , 0.021769 , 0.039775 , 0.138044 , 0.753424 , 0.000271 , 0.000455 , 0.000366 , 0.000188 , 0.000503 , 0.000187 }, { 0.015056 , 0.015967 , 0.095422 , 0.612151 , 0.000096 , 0.000043 , 0.000005 , 0.000010 , 0.000168 , 0.000064 , 0.000459 , 0.000956 , 0.002962 , 0.038084 , 0.000005 , 0.000005 , 0.000003 , 0.000006 , 0.000016 , 0.000003 , 0.016994 , 0.020074 , 0.108401 , 0.775745 , 0.000117 , 0.000067 , 0.000021 , 0.000041 , 0.000243 , 0.000076 }, { 0.008136 , 0.007874 , 0.053950 , 0.507005 , 0.000048 , 0.000068 , 0.000092 , 0.000044 , 0.000075 , 0.000027 , 0.000463 , 0.000484 , 0.003015 , 0.055408 , 0.000003 , 0.000013 , 0.000023 , 0.000007 , 0.000008 , 0.000002 , 0.010802 , 0.010932 , 0.071281 , 0.855284 , 0.000062 , 0.000171 , 0.000255 , 0.000082 , 0.000124 , 0.000041 }, { 0.016828 , 0.030302 , 0.108894 , 0.633454 , 0.000138 , 0.000138 , 0.000073 , 0.000038 , 0.000212 , 0.000092 , 0.000402 , 0.002258 , 0.002666 , 0.029388 , 0.000015 , 0.000043 , 0.000043 , 0.000015 , 0.000026 , 0.000007 , 0.018519 , 0.039112 , 0.119136 , 0.754145 , 0.000198 , 0.000319 , 0.000230 , 0.000112 , 0.000309 , 0.000124 }, { 0.015702 , 0.030013 , 0.099963 , 0.639358 , 0.000104 , 0.000062 , 0.000033 , 0.000025 , 0.000192 , 0.000066 , 0.000248 , 0.001605 , 0.001562 , 0.020896 , 0.000007 , 0.000010 , 0.000018 , 0.000008 , 0.000016 , 0.000002 , 0.017057 , 0.040686 , 0.108509 , 0.752276 , 0.000153 , 0.000126 , 0.000165 , 0.000071 , 0.000290 , 0.000081 }, }; int y[DATASET_SIZE] = { 1 , 1 , 1 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 1 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 0 , 0 , 1 , 0 , 1 , 1 , 1 , 1 , 0 , 1 , 1 , 1 , 1 , 0 , 0 , 1 , 1 , 0 , 1 , 0 , 1 , 1 , 1 , 0 , 0 , 1 , 1 , 1 , 1 , 0 , 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0 , 1 , 1 , 1 , 1 , 0 , 0 , 1 , 0 , 1 , 1 , 1 , 1 , 1 , 0 , 1 , 1 };

232,283

C++

.h

575

395.053913

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0.518545

eloquentarduino/EloquentMicroML

34

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,716

cleveland_heart_disease.h

eloquentarduino_EloquentMicroML/examples/SGDExample/cleveland_heart_disease.h

#pragma once #define FEATURES_DIM 13 #define DATASET_SIZE 214 float X[DATASET_SIZE][FEATURES_DIM] = { { 0.171407 , 0.000000 , 0.008035 , 0.374953 , 0.838287 , 0.000000 , 0.000000 , 0.356205 , 0.000000 , 0.000536 , 0.002678 , 0.000000 , 0.018748 }, { 0.208872 , 0.003424 , 0.013696 , 0.479377 , 0.708794 , 0.000000 , 0.006848 , 0.472529 , 0.003424 , 0.006506 , 0.003424 , 0.003424 , 0.023969 }, { 0.156206 , 0.000000 , 0.010414 , 0.411341 , 0.794045 , 0.000000 , 0.005207 , 0.419151 , 0.000000 , 0.000000 , 0.002603 , 0.000000 , 0.007810 }, { 0.212891 , 0.003735 , 0.014940 , 0.410842 , 0.750720 , 0.000000 , 0.000000 , 0.470601 , 0.003735 , 0.005602 , 0.007470 , 0.000000 , 0.022410 }, { 0.173883 , 0.003105 , 0.006210 , 0.372606 , 0.745212 , 0.000000 , 0.000000 , 0.524754 , 0.000000 , 0.000000 , 0.009315 , 0.000000 , 0.009315 }, { 0.131491 , 0.003287 , 0.003287 , 0.460218 , 0.654167 , 0.000000 , 0.000000 , 0.585134 , 0.003287 , 0.004602 , 0.003287 , 0.000000 , 0.023011 }, { 0.190822 , 0.003234 , 0.009703 , 0.485141 , 0.685666 , 0.003234 , 0.000000 , 0.507781 , 0.000000 , 0.005175 , 0.003234 , 0.000000 , 0.009703 }, { 0.173683 , 0.003047 , 0.006094 , 0.469248 , 0.706920 , 0.000000 , 0.006094 , 0.499719 , 0.000000 , 0.000000 , 0.003047 , 0.003047 , 0.009141 }, { 0.122712 , 0.000000 , 0.009950 , 0.397986 , 0.713059 , 0.000000 , 0.000000 , 0.563814 , 0.000000 , 0.000000 , 0.003317 , 0.000000 , 0.009950 }, { 0.196640 , 0.003172 , 0.012686 , 0.380593 , 0.846820 , 0.000000 , 0.000000 , 0.313990 , 0.003172 , 0.005709 , 0.006343 , 0.006343 , 0.022201 }, { 0.200953 , 0.003465 , 0.013859 , 0.505848 , 0.755307 , 0.000000 , 0.000000 , 0.363795 , 0.000000 , 0.006929 , 0.006929 , 0.003465 , 0.024253 }, { 0.159549 , 0.002493 , 0.007479 , 0.349014 , 0.835141 , 0.000000 , 0.000000 , 0.393888 , 0.000000 , 0.000000 , 0.002493 , 0.000000 , 0.007479 }, { 0.175090 , 0.000000 , 0.010101 , 0.457928 , 0.659955 , 0.000000 , 0.006734 , 0.569043 , 0.000000 , 0.000337 , 0.006734 , 0.000000 , 0.010101 }, { 0.213651 , 0.000000 , 0.003096 , 0.433494 , 0.740037 , 0.000000 , 0.000000 , 0.467554 , 0.000000 , 0.005573 , 0.003096 , 0.006193 , 0.009289 }, { 0.143674 , 0.000000 , 0.007431 , 0.297257 , 0.842227 , 0.000000 , 0.000000 , 0.426068 , 0.000000 , 0.000000 , 0.002477 , 0.000000 , 0.007431 }, { 0.154831 , 0.003686 , 0.011059 , 0.479238 , 0.663561 , 0.000000 , 0.000000 , 0.552967 , 0.000000 , 0.000000 , 0.003686 , 0.000000 , 0.011059 }, { 0.136818 , 0.000000 , 0.006674 , 0.433813 , 0.680753 , 0.000000 , 0.006674 , 0.573968 , 0.000000 , 0.004672 , 0.003337 , 0.000000 , 0.010011 }, { 0.155722 , 0.000000 , 0.009160 , 0.396937 , 0.781661 , 0.000000 , 0.006107 , 0.454951 , 0.000000 , 0.001527 , 0.003053 , 0.000000 , 0.009160 }, { 0.130617 , 0.003732 , 0.014928 , 0.447828 , 0.738916 , 0.000000 , 0.000000 , 0.485147 , 0.003732 , 0.005971 , 0.007464 , 0.000000 , 0.026123 }, { 0.246344 , 0.003790 , 0.015160 , 0.454790 , 0.670815 , 0.000000 , 0.000000 , 0.530588 , 0.000000 , 0.001516 , 0.003790 , 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0.006038 , 0.431693 , 0.000000 , 0.000000 , 0.003019 , 0.000000 , 0.009057 }, { 0.184886 , 0.003081 , 0.012326 , 0.400586 , 0.779603 , 0.000000 , 0.000000 , 0.443727 , 0.003081 , 0.004314 , 0.003081 , 0.003081 , 0.021570 }, { 0.197415 , 0.003134 , 0.003134 , 0.454368 , 0.730123 , 0.003134 , 0.006267 , 0.470036 , 0.000000 , 0.007207 , 0.009401 , 0.000000 , 0.018801 }, { 0.153784 , 0.000000 , 0.005492 , 0.384459 , 0.807364 , 0.000000 , 0.005492 , 0.420159 , 0.000000 , 0.003570 , 0.005492 , 0.000000 , 0.008238 }, { 0.199449 , 0.003499 , 0.013996 , 0.489875 , 0.671829 , 0.000000 , 0.000000 , 0.517868 , 0.000000 , 0.001400 , 0.006998 , 0.000000 , 0.020995 }, { 0.121294 , 0.003466 , 0.006931 , 0.422796 , 0.665384 , 0.000000 , 0.000000 , 0.603005 , 0.000000 , 0.000000 , 0.003466 , 0.000000 , 0.010397 }, { 0.120559 , 0.000000 , 0.008821 , 0.329331 , 0.788041 , 0.000000 , 0.005881 , 0.505758 , 0.002940 , 0.000000 , 0.002940 , 0.000000 , 0.008821 }, { 0.143061 , 0.000000 , 0.007948 , 0.357653 , 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0.466844 , 0.000000 , 0.000000 , 0.002993 , 0.000000 , 0.008978 }, { 0.143855 , 0.000000 , 0.010036 , 0.408145 , 0.712582 , 0.000000 , 0.000000 , 0.552000 , 0.000000 , 0.000669 , 0.006691 , 0.000000 , 0.010036 }, { 0.142162 , 0.000000 , 0.008362 , 0.334499 , 0.822310 , 0.000000 , 0.005575 , 0.437636 , 0.000000 , 0.001672 , 0.002787 , 0.000000 , 0.008362 }, }; int y[DATASET_SIZE] = { 0 , 1 , 1 , 0 , 0 , 0 , 0 , 1 , 0 , 1 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 1 , 1 , 0 , 0 , 1 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 1 , 1 , 0 , 1 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 1 , 1 , 0 , 0 , 1 , 1 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 1 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 1 , 1 , 1 , 0 , 1 , 1 , 0 , 0 , 1 , 1 , 0 , 1 , 1 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 0 , 1 , 0 , 0 , 1 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 };

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eloquentarduino/EloquentMicroML

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1,537,717

RGB.h

eloquentarduino_EloquentMicroML/examples/ColorClassificationTrainingExample/RGB.h

#pragma once /** * Wrapper for RGB color sensor */ class RGB { public: RGB(uint8_t s2, uint8_t s3, uint8_t out) : _s2(s2), _s3(s3), _out(out) { } /** * */ void begin() { pinMode(_s2, OUTPUT); pinMode(_s3, OUTPUT); pinMode(_out, INPUT); } /** * * @param x */ void read(float x[3]) { x[0] = readComponent(LOW, LOW); x[1] = readComponent(HIGH, HIGH); x[2] = readComponent(LOW, HIGH); } protected: uint8_t _s2; uint8_t _s3; uint8_t _out; /** * * @param s2 * @param s3 * @return */ int readComponent(bool s2, bool s3) { delay(10); digitalWrite(_s2, s2); digitalWrite(_s3, s3); return pulseIn(_out, LOW); } };

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eloquentarduino/EloquentMicroML

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OneClassSVM.h

eloquentarduino_EloquentMicroML/examples/OneClassSVMExample/OneClassSVM.h

#pragma once namespace Eloquent { namespace ML { namespace Port { class OneClassSVM { public: OneClassSVM() { } /** * Predict class for features vector */ int predict(float *x) { float kernels[103] = { 0 }; kernels[0] = compute_kernel(x, 2.081648079 , 2.416976782 ); kernels[1] = compute_kernel(x, 1.79433007 , 1.837164471 ); kernels[2] = compute_kernel(x, 1.995388516 , 1.14901922 ); kernels[3] = compute_kernel(x, 1.862821384 , 2.255965555 ); kernels[4] = compute_kernel(x, 2.088530558 , 2.183950831 ); kernels[5] = compute_kernel(x, 1.720917923 , 2.008188222 ); kernels[6] = compute_kernel(x, 2.108806288 , 1.801064047 ); kernels[7] = compute_kernel(x, 1.781646761 , 2.115410606 ); kernels[8] = compute_kernel(x, 2.110753564 , 1.756399603 ); kernels[9] = compute_kernel(x, 1.80194797 , 2.091460009 ); kernels[10] = compute_kernel(x, 1.76220929 , 1.659126614 ); kernels[11] = compute_kernel(x, 1.948884899 , 2.23334939 ); kernels[12] = compute_kernel(x, 1.46389555 , 2.934052651 ); kernels[13] = compute_kernel(x, 1.579996388 , 1.582843765 ); kernels[14] = compute_kernel(x, 1.985205945 , 1.869465048 ); kernels[15] = compute_kernel(x, 2.173248745 , 2.069327414 ); kernels[16] = compute_kernel(x, 2.650293485 , 1.495215265 ); kernels[17] = compute_kernel(x, 2.160612294 , 1.55679672 ); kernels[18] = compute_kernel(x, 1.963624616 , 2.406900003 ); kernels[19] = compute_kernel(x, 1.815162698 , 2.159282828 ); kernels[20] = compute_kernel(x, 1.969904504 , 1.965944482 ); kernels[21] = compute_kernel(x, 2.111640653 , 1.982980846 ); kernels[22] = compute_kernel(x, 1.576583393 , 1.872107243 ); kernels[23] = compute_kernel(x, 2.057858459 , 2.376426847 ); kernels[24] = compute_kernel(x, 1.619048574 , 2.261960119 ); kernels[25] = compute_kernel(x, 2.255068446 , 2.132113582 ); kernels[26] = compute_kernel(x, 1.341181745 , 2.686502098 ); kernels[27] = compute_kernel(x, 1.949245809 , 2.048934272 ); kernels[28] = compute_kernel(x, 2.183188207 , 1.914652138 ); kernels[29] = compute_kernel(x, 1.645817108 , 2.031532459 ); kernels[30] = compute_kernel(x, 1.934286029 , 2.043886454 ); kernels[31] = compute_kernel(x, 2.162413295 , 2.189314859 ); kernels[32] = compute_kernel(x, 2.024071339 , 1.470810491 ); kernels[33] = compute_kernel(x, 2.234804628 , 1.940228406 ); kernels[34] = compute_kernel(x, 2.087009103 , 2.054050869 ); kernels[35] = compute_kernel(x, 2.518966926 , 2.001222381 ); kernels[36] = compute_kernel(x, 2.729061074 , 1.583097433 ); kernels[37] = compute_kernel(x, 2.527237168 , 1.960235339 ); kernels[38] = compute_kernel(x, 1.823510918 , 1.749421015 ); kernels[39] = compute_kernel(x, 2.056878991 , 1.791454238 ); kernels[40] = compute_kernel(x, 1.898372129 , 1.809228787 ); kernels[41] = compute_kernel(x, 1.361456659 , 1.807088784 ); kernels[42] = compute_kernel(x, 1.58887235 , 2.804500593 ); kernels[43] = compute_kernel(x, 1.707850216 , 1.77460317 ); kernels[44] = compute_kernel(x, 2.179893976 , 1.909972513 ); kernels[45] = compute_kernel(x, 1.772598779 , 1.85031504 ); kernels[46] = compute_kernel(x, 1.77936648 , 2.220097951 ); kernels[47] = compute_kernel(x, 2.141393923 , 1.602564934 ); kernels[48] = compute_kernel(x, 2.319060201 , 2.078959749 ); kernels[49] = compute_kernel(x, 1.934328157 , 1.47532657 ); kernels[50] = compute_kernel(x, 2.135892335 , 1.826700798 ); kernels[51] = compute_kernel(x, 1.738609972 , 2.389921252 ); kernels[52] = compute_kernel(x, 1.849065396 , 1.773402741 ); kernels[53] = compute_kernel(x, -1.974541276 , -2.394569985 ); kernels[54] = compute_kernel(x, -2.20566993 , -2.162835529 ); kernels[55] = compute_kernel(x, -2.004611484 , -2.85098078 ); kernels[56] = compute_kernel(x, -2.109130391 , -2.296375504 ); kernels[57] = compute_kernel(x, -2.525269114 , -2.107003397 ); kernels[58] = compute_kernel(x, -2.279082077 , -1.991811778 ); kernels[59] = compute_kernel(x, -1.891193712 , -2.198935953 ); kernels[60] = compute_kernel(x, -2.218353239 , -1.884589394 ); kernels[61] = compute_kernel(x, -2.384303916 , -2.195291289 ); kernels[62] = compute_kernel(x, -2.484930309 , -2.259952145 ); kernels[63] = compute_kernel(x, -1.889246436 , -2.243600397 ); kernels[64] = compute_kernel(x, -2.19805203 , -1.908539991 ); kernels[65] = compute_kernel(x, -2.23779071 , -2.340873386 ); kernels[66] = compute_kernel(x, -2.53610445 , -1.065947349 ); kernels[67] = compute_kernel(x, -1.848339171 , -2.605966599 ); kernels[68] = compute_kernel(x, -2.420003612 , -2.417156235 ); kernels[69] = compute_kernel(x, -1.804209994 , -2.238867466 ); kernels[70] = compute_kernel(x, -2.014794055 , -2.130534952 ); kernels[71] = compute_kernel(x, -2.785716978 , -2.086395722 ); kernels[72] = compute_kernel(x, -2.522697742 , -1.917692521 ); kernels[73] = compute_kernel(x, -2.246350837 , -1.784573199 ); kernels[74] = compute_kernel(x, -1.920500584 , -2.419735102 ); kernels[75] = compute_kernel(x, -1.839387706 , -2.44320328 ); kernels[76] = compute_kernel(x, -2.184837302 , -1.840717172 ); kernels[77] = compute_kernel(x, -2.030095496 , -2.034055518 ); kernels[78] = compute_kernel(x, -2.218454814 , -2.369859939 ); kernels[79] = compute_kernel(x, -2.423416607 , -2.127892757 ); kernels[80] = compute_kernel(x, -2.380951426 , -1.738039881 ); kernels[81] = compute_kernel(x, -2.658818255 , -1.313497902 ); kernels[82] = compute_kernel(x, -1.839385728 , -2.20085493 ); kernels[83] = compute_kernel(x, -2.354182892 , -1.968467541 ); kernels[84] = compute_kernel(x, -2.369824595 , -1.948891695 ); kernels[85] = compute_kernel(x, -2.352728376 , -2.003333791 ); kernels[86] = compute_kernel(x, -2.358150622 , -2.256508317 ); kernels[87] = compute_kernel(x, -1.975928661 , -2.529189509 ); kernels[88] = compute_kernel(x, -2.503715876 , -2.453924977 ); kernels[89] = compute_kernel(x, -2.176489082 , -2.250578985 ); kernels[90] = compute_kernel(x, -1.943121009 , -2.208545762 ); kernels[91] = compute_kernel(x, -2.101627871 , -2.190771213 ); kernels[92] = compute_kernel(x, -2.638543341 , -2.192911216 ); kernels[93] = compute_kernel(x, -2.31054141 , -2.283292726 ); kernels[94] = compute_kernel(x, -2.292149784 , -2.22539683 ); kernels[95] = compute_kernel(x, -2.154025649 , -2.110703002 ); kernels[96] = compute_kernel(x, -2.227401221 , -2.14968496 ); kernels[97] = compute_kernel(x, -1.858606077 , -2.397435066 ); kernels[98] = compute_kernel(x, -2.000438757 , -2.300489977 ); kernels[99] = compute_kernel(x, -2.065671843 , -2.52467343 ); kernels[100] = compute_kernel(x, -1.864107665 , -2.173299202 ); kernels[101] = compute_kernel(x, -2.320107091 , -1.902360513 ); kernels[102] = compute_kernel(x, -2.150934604 , -2.226597259 ); float decision = -1.05e-06 - ( + kernels[0] + kernels[1] + kernels[2] + kernels[3] + kernels[4] + kernels[5] * 0.6564548 + kernels[6] + kernels[7] + kernels[8] + kernels[9] + kernels[10] + kernels[11] + kernels[12] + kernels[13] + kernels[14] + kernels[15] + kernels[16] + kernels[17] + kernels[18] + kernels[19] + kernels[20] + kernels[21] + kernels[22] + kernels[23] + kernels[24] + kernels[25] + kernels[26] + kernels[27] + kernels[28] + kernels[29] + kernels[30] + kernels[31] + kernels[32] + kernels[33] + kernels[34] + kernels[35] + kernels[36] + kernels[37] * 0.999600007 + kernels[38] + kernels[39] + kernels[40] + kernels[41] + kernels[42] + kernels[43] + kernels[44] + kernels[45] + kernels[46] + kernels[47] + kernels[48] + kernels[49] + kernels[50] + kernels[51] + kernels[52] + kernels[53] + kernels[54] + kernels[55] + kernels[56] + kernels[57] + kernels[58] + kernels[59] + kernels[60] + kernels[61] + kernels[62] + kernels[63] + kernels[64] + kernels[65] + kernels[66] * 0.007927676 + kernels[67] + kernels[68] + kernels[69] * 0.992072324 + kernels[70] + kernels[71] + kernels[72] + kernels[73] + kernels[74] + kernels[75] + kernels[76] * 0.3435452 + kernels[77] + kernels[78] + kernels[79] + kernels[80] + kernels[81] * 0.000399993 + kernels[82] + kernels[83] + kernels[84] + kernels[85] + kernels[86] + kernels[87] + kernels[88] + kernels[89] + kernels[90] + kernels[91] + kernels[92] + kernels[93] + kernels[94] + kernels[95] + kernels[96] + kernels[97] + kernels[98] + kernels[99] + kernels[100] + kernels[101] + kernels[102] ); return decision > 0 ? 0 : 1; } protected: /** * Compute kernel between feature vector and support vector. * Kernel type: linear */ float compute_kernel(float x[2], ...) { va_list w; va_start(w, 2); float kernel = 0.0; for (uint16_t i = 0; i < 2; i++) { kernel += x[i] * va_arg(w, double); } return kernel; } }; } } }

11,482

C++

.h

137

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eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,719

test_set.h

eloquentarduino_EloquentMicroML/examples/OneClassSVMExample/test_set.h

#pragma once namespace Eloquent { namespace ML { namespace Test { class TestSet { public: TestSet() : _x{ { 2.155007372 , 2.320100047 }, { 2.158857681 , 2.155951003 }, { 1.857081415 , 1.672209019 }, { 2.247826643 , 2.389223989 }, { 2.300647368 , 2.192515116 }, { 1.64918076 , 1.573249313 }, { 2.322355879 , 1.766074565 }, { 1.256809336 , 1.724274643 }, { 2.019996606 , 1.49907968 }, { 1.24430735 , 2.022525555 }, { 2.12736108 , 2.267282459 }, { 1.896671298 , 2.176281137 }, { 1.894652561 , 2.095931058 }, { 2.266280128 , 1.807391808 }, { 2.369772571 , 2.061721849 }, { 2.507733043 , 2.066361445 }, { 1.766032738 , 2.294740627 }, { 1.883977114 , 2.36828571 }, { 2.065965838 , 2.264659676 }, { 1.388084106 , 2.028891487 }, { -1.844992628 , -1.679899953 }, { -1.841142319 , -1.844048997 }, { -2.142918585 , -2.327790981 }, { -1.752173357 , -1.610776011 }, { -1.699352632 , -1.807484884 }, { -2.35081924 , -2.426750687 }, { -1.677644121 , -2.233925435 }, { -2.743190664 , -2.275725357 }, { -1.980003394 , -2.50092032 }, { -2.75569265 , -1.977474445 }, { -1.87263892 , -1.732717541 }, { -2.103328702 , -1.823718863 }, { -2.105347439 , -1.904068942 }, { -1.733719872 , -2.192608192 }, { -1.630227429 , -1.938278151 }, { -1.492266957 , -1.933638555 }, { -2.233967262 , -1.705259373 }, { -2.116022886 , -1.63171429 }, { -1.934034162 , -1.735340324 }, { -2.611915894 , -1.971108513 }, }, _y{ 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 0 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 , 1 }, _tp(0), _tn(0), _fp(0), _fn(0) {} template<class Classifier> void test(Classifier clf) { for (uint16_t i = 0; i < 40; i++) { int predicted = clf.predict(_x[i]); int actual = _y[i]; if (predicted > 0 && predicted == actual) _tp++; else if (predicted > 0 && predicted != actual) _fp++; else if (predicted <= 0 && predicted == actual) _tn++; else _fn++; } } String dump() { return String("Support:\t") + support() + "\nTP:\t" + _tp + "\nTN:\t" + _tn + "\nFP:\t" + _fp + "\nFN:\t" + _fn + "\nAccuracy:\t" + accuracy() + "\nPrecision:\t" + precision() + "\nRecall:\t" + recall() + "\nSpecificity:\t" + specificity() ; } float accuracy() { return (1.0f * _tp + _tn) / support(); } float precision() { return (1.0f * _tp) / (_tp + _fp); } float recall() { return (1.0f * _tp) / (_tp + _fn); } float specificity() { return (1.0f * _tn) / (_tn + _fp); } uint16_t support() { return _tp + _tn + _fp + _fn; } protected: float _x[40][2]; int _y[40]; uint16_t _tp, _fp, _tn, _fn; }; } } }

5,206

C++

.h

114

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267

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eloquentarduino/EloquentMicroML

34

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,720

cleveland_heart_disease.h

eloquentarduino_EloquentMicroML/examples/PassiveAggressiveExample/cleveland_heart_disease.h

#pragma once #define FEATURES_DIM 13 #define DATASET_SIZE 214 float X[DATASET_SIZE][FEATURES_DIM] = { { 0.171407 , 0.000000 , 0.008035 , 0.374953 , 0.838287 , 0.000000 , 0.000000 , 0.356205 , 0.000000 , 0.000536 , 0.002678 , 0.000000 , 0.018748 }, { 0.208872 , 0.003424 , 0.013696 , 0.479377 , 0.708794 , 0.000000 , 0.006848 , 0.472529 , 0.003424 , 0.006506 , 0.003424 , 0.003424 , 0.023969 }, { 0.156206 , 0.000000 , 0.010414 , 0.411341 , 0.794045 , 0.000000 , 0.005207 , 0.419151 , 0.000000 , 0.000000 , 0.002603 , 0.000000 , 0.007810 }, { 0.212891 , 0.003735 , 0.014940 , 0.410842 , 0.750720 , 0.000000 , 0.000000 , 0.470601 , 0.003735 , 0.005602 , 0.007470 , 0.000000 , 0.022410 }, { 0.173883 , 0.003105 , 0.006210 , 0.372606 , 0.745212 , 0.000000 , 0.000000 , 0.524754 , 0.000000 , 0.000000 , 0.009315 , 0.000000 , 0.009315 }, { 0.131491 , 0.003287 , 0.003287 , 0.460218 , 0.654167 , 0.000000 , 0.000000 , 0.585134 , 0.003287 , 0.004602 , 0.003287 , 0.000000 , 0.023011 }, { 0.190822 , 0.003234 , 0.009703 , 0.485141 , 0.685666 , 0.003234 , 0.000000 , 0.507781 , 0.000000 , 0.005175 , 0.003234 , 0.000000 , 0.009703 }, { 0.173683 , 0.003047 , 0.006094 , 0.469248 , 0.706920 , 0.000000 , 0.006094 , 0.499719 , 0.000000 , 0.000000 , 0.003047 , 0.003047 , 0.009141 }, { 0.122712 , 0.000000 , 0.009950 , 0.397986 , 0.713059 , 0.000000 , 0.000000 , 0.563814 , 0.000000 , 0.000000 , 0.003317 , 0.000000 , 0.009950 }, { 0.196640 , 0.003172 , 0.012686 , 0.380593 , 0.846820 , 0.000000 , 0.000000 , 0.313990 , 0.003172 , 0.005709 , 0.006343 , 0.006343 , 0.022201 }, { 0.200953 , 0.003465 , 0.013859 , 0.505848 , 0.755307 , 0.000000 , 0.000000 , 0.363795 , 0.000000 , 0.006929 , 0.006929 , 0.003465 , 0.024253 }, { 0.159549 , 0.002493 , 0.007479 , 0.349014 , 0.835141 , 0.000000 , 0.000000 , 0.393888 , 0.000000 , 0.000000 , 0.002493 , 0.000000 , 0.007479 }, { 0.175090 , 0.000000 , 0.010101 , 0.457928 , 0.659955 , 0.000000 , 0.006734 , 0.569043 , 0.000000 , 0.000337 , 0.006734 , 0.000000 , 0.010101 }, { 0.213651 , 0.000000 , 0.003096 , 0.433494 , 0.740037 , 0.000000 , 0.000000 , 0.467554 , 0.000000 , 0.005573 , 0.003096 , 0.006193 , 0.009289 }, { 0.143674 , 0.000000 , 0.007431 , 0.297257 , 0.842227 , 0.000000 , 0.000000 , 0.426068 , 0.000000 , 0.000000 , 0.002477 , 0.000000 , 0.007431 }, { 0.154831 , 0.003686 , 0.011059 , 0.479238 , 0.663561 , 0.000000 , 0.000000 , 0.552967 , 0.000000 , 0.000000 , 0.003686 , 0.000000 , 0.011059 }, { 0.136818 , 0.000000 , 0.006674 , 0.433813 , 0.680753 , 0.000000 , 0.006674 , 0.573968 , 0.000000 , 0.004672 , 0.003337 , 0.000000 , 0.010011 }, { 0.155722 , 0.000000 , 0.009160 , 0.396937 , 0.781661 , 0.000000 , 0.006107 , 0.454951 , 0.000000 , 0.001527 , 0.003053 , 0.000000 , 0.009160 }, { 0.130617 , 0.003732 , 0.014928 , 0.447828 , 0.738916 , 0.000000 , 0.000000 , 0.485147 , 0.003732 , 0.005971 , 0.007464 , 0.000000 , 0.026123 }, { 0.246344 , 0.003790 , 0.015160 , 0.454790 , 0.670815 , 0.000000 , 0.000000 , 0.530588 , 0.000000 , 0.001516 , 0.003790 , 0.000000 , 0.026529 }, { 0.137834 , 0.000000 , 0.006362 , 0.296874 , 0.884260 , 0.002121 , 0.004241 , 0.332923 , 0.000000 , 0.001696 , 0.002121 , 0.002121 , 0.006362 }, { 0.188835 , 0.002698 , 0.010791 , 0.350694 , 0.868642 , 0.000000 , 0.005395 , 0.294043 , 0.000000 , 0.006474 , 0.005395 , 0.008093 , 0.008093 }, { 0.108740 , 0.002939 , 0.008817 , 0.382058 , 0.734728 , 0.000000 , 0.000000 , 0.549576 , 0.000000 , 0.010286 , 0.008817 , 0.000000 , 0.008817 }, { 0.130142 , 0.003099 , 0.012394 , 0.433807 , 0.700288 , 0.000000 , 0.000000 , 0.551554 , 0.000000 , 0.000000 , 0.003099 , 0.000000 , 0.009296 }, { 0.175923 , 0.003383 , 0.003383 , 0.399209 , 0.629262 , 0.000000 , 0.006766 , 0.642795 , 0.000000 , 0.000000 , 0.006766 , 0.000000 , 0.020299 }, { 0.122135 , 0.003053 , 0.012213 , 0.464112 , 0.680901 , 0.000000 , 0.000000 , 0.552660 , 0.000000 , 0.000000 , 0.003053 , 0.000000 , 0.021374 }, { 0.129474 , 0.002943 , 0.005885 , 0.353111 , 0.773901 , 0.000000 , 0.000000 , 0.509068 , 0.000000 , 0.000000 , 0.002943 , 0.000000 , 0.020598 }, { 0.137659 , 0.000000 , 0.008098 , 0.377888 , 0.831354 , 0.000000 , 0.005398 , 0.383287 , 0.000000 , 0.004049 , 0.002699 , 0.002699 , 0.008098 }, { 0.187416 , 0.003231 , 0.009694 , 0.339287 , 0.775513 , 0.000000 , 0.006463 , 0.497621 , 0.003231 , 0.001939 , 0.006463 , 0.000000 , 0.022619 }, { 0.164193 , 0.002783 , 0.011132 , 0.384044 , 0.754173 , 0.000000 , 0.005566 , 0.506492 , 0.000000 , 0.000000 , 0.002783 , 0.000000 , 0.008349 }, { 0.168724 , 0.003245 , 0.006489 , 0.415320 , 0.665160 , 0.003245 , 0.000000 , 0.597022 , 0.000000 , 0.000000 , 0.003245 , 0.000000 , 0.009734 }, { 0.169907 , 0.003146 , 0.012586 , 0.390157 , 0.836951 , 0.000000 , 0.006293 , 0.342961 , 0.003146 , 0.006922 , 0.006293 , 0.003146 , 0.022025 }, { 0.136179 , 0.000000 , 0.010475 , 0.328226 , 0.694862 , 0.000000 , 0.000000 , 0.625027 , 0.000000 , 0.000000 , 0.003492 , 0.000000 , 0.010475 }, { 0.142058 , 0.000000 , 0.008879 , 0.384742 , 0.813877 , 0.000000 , 0.000000 , 0.411378 , 0.000000 , 0.000592 , 0.002960 , 0.000000 , 0.008879 }, { 0.301534 , 0.000000 , 0.016988 , 0.475660 , 0.632797 , 0.000000 , 0.000000 , 0.530870 , 0.000000 , 0.006795 , 0.008494 , 0.000000 , 0.012741 }, { 0.155777 , 0.003116 , 0.009347 , 0.436177 , 0.725922 , 0.000000 , 0.000000 , 0.507834 , 0.000000 , 0.001869 , 0.006231 , 0.003116 , 0.021809 }, { 0.181207 , 0.003236 , 0.006472 , 0.420659 , 0.715120 , 0.000000 , 0.006472 , 0.527442 , 0.000000 , 0.000000 , 0.003236 , 0.000000 , 0.022651 }, { 0.169547 , 0.003607 , 0.014430 , 0.404027 , 0.735906 , 0.000000 , 0.000000 , 0.515856 , 0.000000 , 0.000361 , 0.003607 , 0.000000 , 0.010822 }, { 0.185688 , 0.000000 , 0.008570 , 0.442795 , 0.768463 , 0.000000 , 0.000000 , 0.422797 , 0.000000 , 0.002285 , 0.002857 , 0.000000 , 0.008570 }, { 0.164679 , 0.002839 , 0.005679 , 0.340715 , 0.806359 , 0.000000 , 0.005679 , 0.454287 , 0.000000 , 0.005111 , 0.005679 , 0.000000 , 0.008518 }, { 0.178934 , 0.003376 , 0.013504 , 0.472656 , 0.685351 , 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0.000000 , 0.004430 , 0.002954 , 0.000000 , 0.008861 }, { 0.196352 , 0.003445 , 0.010334 , 0.516715 , 0.578720 , 0.000000 , 0.000000 , 0.599389 , 0.000000 , 0.005512 , 0.003445 , 0.000000 , 0.010334 }, { 0.119337 , 0.002652 , 0.005304 , 0.339447 , 0.816795 , 0.000000 , 0.005304 , 0.450828 , 0.000000 , 0.000000 , 0.002652 , 0.000000 , 0.007956 }, { 0.215060 , 0.003469 , 0.006937 , 0.443995 , 0.721492 , 0.003469 , 0.006937 , 0.485620 , 0.000000 , 0.000000 , 0.003469 , 0.000000 , 0.010406 }, { 0.185473 , 0.003499 , 0.010498 , 0.454934 , 0.689400 , 0.003499 , 0.006999 , 0.531923 , 0.000000 , 0.004199 , 0.010498 , 0.000000 , 0.010498 }, { 0.143779 , 0.003268 , 0.006535 , 0.392125 , 0.718897 , 0.000000 , 0.000000 , 0.555511 , 0.000000 , 0.000000 , 0.003268 , 0.000000 , 0.009803 }, { 0.228937 , 0.000000 , 0.013668 , 0.362199 , 0.761984 , 0.000000 , 0.000000 , 0.485210 , 0.000000 , 0.001025 , 0.003417 , 0.006834 , 0.010251 }, { 0.211318 , 0.003019 , 0.006038 , 0.470938 , 0.739614 , 0.000000 , 0.006038 , 0.431693 , 0.000000 , 0.000000 , 0.003019 , 0.000000 , 0.009057 }, { 0.184886 , 0.003081 , 0.012326 , 0.400586 , 0.779603 , 0.000000 , 0.000000 , 0.443727 , 0.003081 , 0.004314 , 0.003081 , 0.003081 , 0.021570 }, { 0.197415 , 0.003134 , 0.003134 , 0.454368 , 0.730123 , 0.003134 , 0.006267 , 0.470036 , 0.000000 , 0.007207 , 0.009401 , 0.000000 , 0.018801 }, { 0.153784 , 0.000000 , 0.005492 , 0.384459 , 0.807364 , 0.000000 , 0.005492 , 0.420159 , 0.000000 , 0.003570 , 0.005492 , 0.000000 , 0.008238 }, { 0.199449 , 0.003499 , 0.013996 , 0.489875 , 0.671829 , 0.000000 , 0.000000 , 0.517868 , 0.000000 , 0.001400 , 0.006998 , 0.000000 , 0.020995 }, { 0.121294 , 0.003466 , 0.006931 , 0.422796 , 0.665384 , 0.000000 , 0.000000 , 0.603005 , 0.000000 , 0.000000 , 0.003466 , 0.000000 , 0.010397 }, { 0.120559 , 0.000000 , 0.008821 , 0.329331 , 0.788041 , 0.000000 , 0.005881 , 0.505758 , 0.002940 , 0.000000 , 0.002940 , 0.000000 , 0.008821 }, { 0.143061 , 0.000000 , 0.007948 , 0.357653 , 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0.006174 , 0.370449 , 0.728549 , 0.000000 , 0.000000 , 0.549499 , 0.000000 , 0.002470 , 0.003087 , 0.000000 , 0.009261 }, { 0.194199 , 0.003034 , 0.003034 , 0.515840 , 0.688799 , 0.000000 , 0.006069 , 0.470325 , 0.000000 , 0.001821 , 0.006069 , 0.000000 , 0.021240 }, { 0.207387 , 0.004066 , 0.012199 , 0.447305 , 0.711621 , 0.000000 , 0.000000 , 0.500168 , 0.000000 , 0.002440 , 0.004066 , 0.000000 , 0.012199 }, { 0.135666 , 0.003083 , 0.009250 , 0.400832 , 0.718414 , 0.000000 , 0.000000 , 0.551914 , 0.003083 , 0.001233 , 0.003083 , 0.000000 , 0.009250 }, { 0.212995 , 0.003737 , 0.011210 , 0.560514 , 0.470831 , 0.003737 , 0.000000 , 0.646459 , 0.000000 , 0.000747 , 0.003737 , 0.003737 , 0.026157 }, { 0.134639 , 0.000000 , 0.012823 , 0.326980 , 0.849506 , 0.000000 , 0.006411 , 0.391093 , 0.000000 , 0.001923 , 0.006411 , 0.000000 , 0.009617 }, { 0.201635 , 0.003151 , 0.012602 , 0.403270 , 0.828594 , 0.000000 , 0.000000 , 0.330807 , 0.003151 , 0.000630 , 0.006301 , 0.003151 , 0.022054 }, { 0.184504 , 0.000000 , 0.011715 , 0.316293 , 0.787803 , 0.000000 , 0.000000 , 0.494939 , 0.002929 , 0.005272 , 0.005857 , 0.005857 , 0.008786 }, { 0.193564 , 0.000000 , 0.013349 , 0.333730 , 0.827651 , 0.000000 , 0.006675 , 0.407151 , 0.000000 , 0.003337 , 0.006675 , 0.000000 , 0.010012 }, { 0.181175 , 0.003552 , 0.003552 , 0.444056 , 0.756672 , 0.000000 , 0.007105 , 0.444056 , 0.003552 , 0.004973 , 0.003552 , 0.003552 , 0.010657 }, { 0.116735 , 0.002779 , 0.005559 , 0.333529 , 0.819925 , 0.000000 , 0.000000 , 0.450264 , 0.000000 , 0.000000 , 0.002779 , 0.000000 , 0.008338 }, { 0.174734 , 0.000000 , 0.009707 , 0.517732 , 0.650400 , 0.000000 , 0.000000 , 0.527439 , 0.000000 , 0.000000 , 0.003236 , 0.003236 , 0.009707 }, { 0.147961 , 0.003441 , 0.013764 , 0.378506 , 0.726043 , 0.000000 , 0.000000 , 0.553995 , 0.000000 , 0.000000 , 0.003441 , 0.000000 , 0.024087 }, { 0.152258 , 0.000000 , 0.007027 , 0.374789 , 0.843275 , 0.000000 , 0.004685 , 0.353707 , 0.000000 , 0.001874 , 0.002342 , 0.000000 , 0.007027 }, { 0.170852 , 0.002896 , 0.002896 , 0.463328 , 0.790554 , 0.000000 , 0.005792 , 0.361975 , 0.000000 , 0.000000 , 0.002896 , 0.000000 , 0.008687 }, { 0.140159 , 0.000000 , 0.010011 , 0.400454 , 0.697458 , 0.000000 , 0.000000 , 0.577321 , 0.000000 , 0.000000 , 0.006674 , 0.000000 , 0.010011 }, { 0.151656 , 0.003227 , 0.009680 , 0.348485 , 0.784091 , 0.000000 , 0.000000 , 0.490460 , 0.000000 , 0.000000 , 0.003227 , 0.000000 , 0.009680 }, { 0.167391 , 0.003639 , 0.007278 , 0.367533 , 0.716871 , 0.003639 , 0.000000 , 0.567674 , 0.000000 , 0.000000 , 0.003639 , 0.000000 , 0.025473 }, { 0.180266 , 0.003401 , 0.013605 , 0.482976 , 0.768681 , 0.000000 , 0.006802 , 0.377538 , 0.003401 , 0.000000 , 0.003401 , 0.000000 , 0.023809 }, { 0.174956 , 0.000000 , 0.006139 , 0.399023 , 0.724380 , 0.000000 , 0.006139 , 0.534077 , 0.000000 , 0.000000 , 0.006139 , 0.003069 , 0.009208 }, { 0.142015 , 0.003228 , 0.009683 , 0.387312 , 0.729438 , 0.000000 , 0.000000 , 0.545465 , 0.000000 , 0.000000 , 0.003228 , 0.000000 , 0.009683 }, { 0.139320 , 0.000000 , 0.006192 , 0.402480 , 0.724464 , 0.000000 , 0.006192 , 0.541800 , 0.000000 , 0.001858 , 0.006192 , 0.000000 , 0.009288 }, { 0.154726 , 0.000000 , 0.012378 , 0.340397 , 0.786009 , 0.000000 , 0.006189 , 0.492029 , 0.000000 , 0.000000 , 0.003095 , 0.000000 , 0.009284 }, { 0.163899 , 0.002980 , 0.005960 , 0.387397 , 0.780755 , 0.000000 , 0.000000 , 0.461897 , 0.000000 , 0.000000 , 0.002980 , 0.000000 , 0.008940 }, { 0.159883 , 0.000000 , 0.012067 , 0.392166 , 0.796399 , 0.000000 , 0.006033 , 0.431383 , 0.000000 , 0.001207 , 0.006033 , 0.000000 , 0.009050 }, { 0.272710 , 0.000000 , 0.010765 , 0.502360 , 0.706892 , 0.000000 , 0.003588 , 0.416241 , 0.000000 , 0.003947 , 0.007177 , 0.000000 , 0.010765 }, { 0.133233 , 0.002562 , 0.005124 , 0.307462 , 0.832709 , 0.000000 , 0.000000 , 0.440695 , 0.000000 , 0.000512 , 0.002562 , 0.000000 , 0.007687 }, { 0.140652 , 0.002993 , 0.008978 , 0.412977 , 0.769096 , 0.000000 , 0.005985 , 0.466844 , 0.000000 , 0.000000 , 0.002993 , 0.000000 , 0.008978 }, { 0.143855 , 0.000000 , 0.010036 , 0.408145 , 0.712582 , 0.000000 , 0.000000 , 0.552000 , 0.000000 , 0.000669 , 0.006691 , 0.000000 , 0.010036 }, { 0.142162 , 0.000000 , 0.008362 , 0.334499 , 0.822310 , 0.000000 , 0.005575 , 0.437636 , 0.000000 , 0.001672 , 0.002787 , 0.000000 , 0.008362 }, }; int y[DATASET_SIZE] = { -1 , 1 , 1 , -1 , -1 , -1 , -1 , 1 , -1 , 1 , 1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , -1 , 1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , 1 , 1 , -1 , 1 , 1 , -1 , -1 , 1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , 1 , 1 , -1 , -1 , -1 , -1 , -1 , 1 , 1 , -1 , 1 , -1 , 1 , -1 , 1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , 1 , 1 , -1 , -1 , 1 , 1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , 1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , 1 , 1 , 1 , -1 , 1 , 1 , -1 , -1 , 1 , 1 , -1 , 1 , 1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , 1 , -1 , 1 , -1 , -1 , 1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 , -1 };

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EloquentCsvReader.h

eloquentarduino_EloquentMicroML/src/EloquentCsvReader.h

#pragma once #include "EloquentAbstractClassifier.h" namespace Eloquent { namespace ML { /** * * @tparam T * @tparam numFeatures */ template<typename T, uint16_t numFeatures> class CsvReader { public: CsvReader(const char separator = ',') : _separator(separator) { } /** * */ void begin(File& file) { _file = file; _file.seek(0); } /** * */ void close() { if (_file) _file.close(); } /** * Read the next line as array */ bool next(T features[numFeatures + 1], int *label) { if (!_file || !_file.available()) return false; for (int i = 0; i < numFeatures; i++) features[i] = (T) _file.readStringUntil(_separator).toFloat(); *label = _file.readStringUntil('\n').toFloat(); return true; } /** * Use the contents of the file as samples for a classifier * @param file * @param clf * @param repeat */ void fit(File& file, AbstractClassifier<numFeatures> *clf, uint8_t repeat = 1) { T features[numFeatures]; int label; for (uint8_t k = 0; k < repeat; k++) { begin(file); while ((next(features, &label))) clf->fitOne(features, label); close(); } } protected: const char _separator; File _file; }; } }

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EloquentSGD.h

eloquentarduino_EloquentMicroML/src/EloquentSGD.h

#pragma once #include "EloquentMLMath.h" #include "EloquentAbstractClassifier.h" namespace Eloquent { namespace ML { /** * Stochastic gradient descent */ template<unsigned int num_features> class SGD : public AbstractClassifier<num_features> { public: /** * * @param alpha */ SGD(float alpha = 0.001) : _alpha(alpha) { _params.normalizeAlpha = false; _params.momentum = 0; for (unsigned int i = 0; i < num_features + 1; i++) _weights[i] = _updates[i] = 0; } /** * * @param param * @param value */ void set(const char *param, float value) { this->setParam(param, "alpha", &_alpha, value); this->setParam(param, "momentum", &_params.momentum, value); this->setParam(param, "normalize", &_params.normalizeAlpha, value > 0); } /** * */ void normalizeLearningRate() { _params.normalizeAlpha = true; } /** * * @param momentum */ void momentum(float momentum) { _params.momentum = momentum; } /** * * @param x * @param y */ void fitOne(float x[num_features], int y) { int predicted = predict(x); int error = predicted - y; float alpha = _alpha; float updates[num_features + 1] = {0}; if (error == 0) return; if (_params.normalizeAlpha) alpha /= 1 + _alpha * dot<num_features>(x, x); // compute and apply updates _updates[0] = (_params.momentum * _updates[0]) - (alpha * error); _weights[0] += _updates[0]; for (unsigned int i = 0; i < num_features; i++) { float momentum = _params.momentum * _updates[i + 1]; float correction = alpha * x[i] * error; _updates[i + 1] = momentum - correction; _weights[i + 1] += _updates[i + 1]; } } /** * * @param x * @return */ int predict(float x[num_features]) { float xx[num_features + 1] = {1}; for (unsigned int i = 0; i < num_features; i++) xx[i + 1] = x[i]; return (1.0f / (1 + exp(-dot<num_features+1>(x, _weights)))) > 0.5 ? 1 : 0; } protected: float _alpha; float _weights[num_features + 1]; float _updates[num_features + 1]; struct { bool normalizeAlpha; float momentum; } _params; }; } }

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EloquentOneVsOne.h

eloquentarduino_EloquentMicroML/src/EloquentOneVsOne.h

#pragma once namespace Eloquent { namespace ML { template<class Classifier, int numFeatures, int numClasses> class OneVsOne : AbstractClassifier<numFeatures> { public: /** * * @param classifierGenerator */ OneVsOne() { for (int i = 0; i < numClassifiers(); i++) _classifiers[i] = new Classifier(); } /** * * @param x * @param y */ void fitOne(float x[numFeatures], int y) { int k = 0; for (int i = 0; i < numClasses - 1; i++) { for (int j = i + 1; j < numClasses; j++) { if (i == y || j == y) { _classifiers[k]->fitOne(x, y == i ? 1 : 0); } k++; } } } /** * Predict by votes * @param x * @return */ int predict(float x[numFeatures]) { int k = 0; int votes[numClasses] = {0}; for (int i = 0; i < numClasses - 1; i++) { for (int j = i + 1; j < numClasses; j++) { int y_pred = _classifiers[k]->predict(x); votes[y_pred > 0 ? i : j] += 1; k++; } } // pick class with most votes int maxVotes = -1; int classIdx = -1; for (int i = 0; i < numClasses; i++) { if (votes[i] > maxVotes) { maxVotes = votes[i]; classIdx = i; } } return classIdx; } /** * * @param param * @param value */ void set(const char *param, float value) { for (int i = 0; i < numClassifiers(); i++) _classifiers[i]->set(param, value); } protected: Classifier *_classifiers[numClasses * (numClasses - 1) / 2]; /** * * @return */ int numClassifiers() { return numClasses * (numClasses - 1) / 2; } }; } }

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EloquentAccuracyScorer.h

eloquentarduino_EloquentMicroML/src/EloquentAccuracyScorer.h

#pragma once namespace Eloquent { namespace ML { /** * Compute accuracy of predictions */ class AccuracyScorer { public: AccuracyScorer() : _tp(0), _tn(0), _fp(0), _fn(0) { } /** * * @param actual * @param predicted */ void scoreOne(int actual, int predicted) { if (predicted > 0 && predicted == actual) _tp++; else if (predicted > 0 && predicted != actual) _fp++; else if (predicted <= 0 && predicted == actual) _tn++; else _fn++; } /** * * @return */ float accuracy() { return (1.0f * _tp + _tn) / support(); } /** * * @return */ float precision() { return (1.0f * _tp) / (_tp + _fp); } /** * * @return */ float recall() { return (1.0f * _tp) / (_tp + _fn); } /** * * @return */ unsigned int support() { return _tp + _tn + _fp + _fn; } protected: unsigned int _tp; unsigned int _tn; unsigned int _fp; unsigned int _fn; }; } }

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false

1,537,725

EloquentPassiveAggressive.h

eloquentarduino_EloquentMicroML/src/EloquentPassiveAggressive.h

#pragma once #include "EloquentMLMath.h" #include "EloquentAbstractClassifier.h" namespace Eloquent { namespace ML { template<unsigned int numFeatures> class PassiveAggressive : public AbstractClassifier<numFeatures> { public: /** * */ PassiveAggressive() { _params.C = 0.01; for (unsigned int i = 0; i < numFeatures; i++) _weights[i] = 0; } /** * Set regularization factor * @param C */ void setC(float C) { set("C", C); } /** * * @param x * @param label * @return */ void fitOne(float x[numFeatures], int label) { label = label > 0 ? 1 : -1; float loss = max(0, 1 - (label * dot<numFeatures>(x, _weights))); float xnorm = dot<numFeatures>(x, x); float tau = loss / (xnorm + (1 / (2 * _params.C))) * label; for (unsigned int i = 0; i < numFeatures; i++) _weights[i] += tau * x[i]; } /** * * @param x * @return */ int predict(float x[numFeatures]) { return dot<numFeatures>(x, _weights) > 0 ? 1 : 0; } /** * * @param param * @param value */ void set(const char *param, float value) { this->setParam(param, "C", &_params.C, value); } protected: struct { float C; } _params; float _weights[numFeatures]; }; } }

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1,537,726

EloquentAbstractClassifier.h

eloquentarduino_EloquentMicroML/src/EloquentAbstractClassifier.h

#pragma once #include <string.h> namespace Eloquent { namespace ML { template<unsigned int num_features> class AbstractClassifier { public: /** * * @param x * @param y */ virtual void fitOne(float x[num_features], int y) = 0; /** * * @param x * @return */ virtual int predict(float x[num_features]) = 0; /** * Update classifier parameter. * Implementation specific * @param param * @param value */ virtual void set(const char *param, float value) { } /** * Train on the given dataset * @tparam numSamples * @param X * @param y */ template<uint16_t numSamples> void fit(float X[numSamples][num_features], int y[numSamples]) { for (uint16_t i = 0; i < numSamples; i++) fitOne(X[i], y[i]); } protected: /** * * @param paramName * @param targetName * @param param * @param value */ template<typename T> void setParam(const char *paramName, const char* targetName, T *param, T value) { if (strcmp(paramName, targetName) == 0) *param = value; } }; } }

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EloquentML.h

eloquentarduino_EloquentMicroML/src/EloquentML.h

#pragma once #include "Data/Array.h" #include "Data/EndlessArray.h" #include "Data/Operators/Absolute.h" #include "Data/Operators/AtLeast.h" #include "Data/Operators/AtMost.h" #include "Data/Operators/Clip.h" #include "Data/Operators/Delta.h" #include "Data/Operators/ExponentialSmoothing.h" #include "Data/Operators/MinMaxScaler.h" #include "Data/Operators/Quantize.h" #include "Data/Operators/StandardScaler.h"

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EloquentSEFR.h

eloquentarduino_EloquentMicroML/src/EloquentSEFR.h

#pragma once namespace Eloquent { namespace ML { /** * SEFR: A Fast Linear-Time Classifier for Ultra-LowPower Devices * @see https://arxiv.org/pdf/2006.04620.pdf * @tparam numFetures */ template<uint16_t numFetures> class SEFR { public: /** * */ SEFR() { reset(); } /** * Set all weights to 0 */ void reset() { _bias = 0; for (uint16_t i = 0; i < numFetures; i++) _weights[i] = 0; } /** * Train classifier on give dataset * @param X * @param y */ void fit(float X[][numFetures], int *y, uint16_t numSamples) { uint16_t positiveSamples = 0; uint16_t negativeSamples = 0; float positiveFeatures[numFetures] = {0}; float negativeFeatures[numFetures] = {0}; // accumulate positive and negative features for (uint16_t i = 0; i < numSamples; i++) { Serial.println(i); if (y[i] > 0) { positiveSamples += 1; for (uint16_t j = 0; j < numFetures; j++) positiveFeatures[j] += X[i][j]; } else { negativeSamples += 1; for (uint16_t j = 0; j < numFetures; j++) negativeFeatures[j] += X[i][j]; } } Serial.println("#1"); // compute weights for (uint16_t j = 0; j < numFetures; j++) { positiveFeatures[j] /= positiveSamples; negativeFeatures[j] /= negativeSamples; float sum = positiveFeatures[j] + negativeFeatures[j]; _weights[j] = (sum != 0) ? (positiveFeatures[j] - negativeFeatures[j]) / sum : 0; } // compute bias float positiveTau = 0; float negativeTau = 0; for (uint16_t i = 0; i < numSamples; i++) { float sampleScore = score(X[i]); if (y[i] > 0) positiveTau += sampleScore; else negativeTau += sampleScore; } positiveTau /= positiveSamples; negativeTau /= negativeSamples; _bias = - ((positiveTau * negativeSamples) + (negativeTau * positiveSamples)) / numSamples; } /** * Classify sample * @param x * @return */ int predict(float *x) { return score(x) > -_bias ? 1 : 0; } protected: float _bias; float _weights[numFetures]; /** * Compute score of sample * @param x * @return */ float score(float *x) { float dot = 0; for (uint16_t j = 0; j < numFetures; j++) dot += x[j] * _weights[j]; return dot; } }; } }

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EloquentMLMath.h

eloquentarduino_EloquentMicroML/src/EloquentMLMath.h

#pragma once #ifdef ESP32 #define min(a, b) (a) < (b) ? (a) : (b) #define max(a, b) (a) > (b) ? (a) : (b) #define abs(x) ((x) > 0 ? (x) : -(x)) #endif namespace Eloquent { namespace ML { /** * Dot product * @tparam size * @param x * @param w * @return */ template<unsigned int size> float dot(float x[size], float w[size]) { float sum = 0; for (unsigned int i = 0; i < size; i++) sum += x[i] * w[i]; return sum; } } }

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EloquentFeatureWindow.h

eloquentarduino_EloquentMicroML/src/EloquentFeatureWindow.h

#pragma once #include "EloquentFeatureVector.h" namespace Eloquent { namespace ML { template<uint16_t vectorSize, uint16_t windowSize> class Window : public FeatureVector<vectorSize> { public: /** * Test if window is full * @return */ bool isFull() { if (!FeatureVector<vectorSize>::isFull()) return false; return (FeatureVector<vectorSize>::length() % windowSize) == 0; } /** * Window cannot be endless * @param endless */ void endless(bool endless = true) { } /** * */ void slide() { memcpy(FeatureVector<vectorSize>::_array, FeatureVector<vectorSize>::_array + windowSize, sizeof(float) * windowSize); FeatureVector<vectorSize>::_count = windowSize; // zero the remaining elements for (uint16_t i = windowSize; i < vectorSize; i++) FeatureVector<vectorSize>::_array[i] = 0; } }; } }

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eloquentarduino/EloquentMicroML

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false

1,537,732

kernels.h

eloquentarduino_EloquentMicroML/src/kernels.h

#pragma once namespace Eloquent { namespace ML { /** * */ typedef float (*kernelFunction)(float *x, float *w, unsigned int dimension); /** * * @param x * @param w * @param dimension * @return */ float linearKernel(float *x, float *w, unsigned int dimension) { float sum = 0; for (unsigned int i = 0; i < dimension; i++) sum += x[i] * w[i]; return sum; } /** * This really is a bad hack, but it's the most straightforward * implementation I could come up with * @param x * @param w * @param dimension * @return */ #if defined(KERNEL_GAMMA) float rbfKernel(float *x, float *w, unsigned int dimension) { float sum = 0; for(unsigned int i = 0; i < dimension; i++) sum += (x[i] - w[i]) * (x[i] - w[i]); return exp(-sum / (2 * KERNEL_GAMMA * KERNEL_GAMMA)); } #endif } }

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eloquentarduino/EloquentMicroML

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false

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EndlessArray.h

eloquentarduino_EloquentMicroML/src/Data/EndlessArray.h

#pragma once #include "Array.h" namespace Eloquent { namespace ML { namespace Data { template <uint16_t size> class EndlessArray : public Array<size> { public: /** * Endless array is never full * @return */ inline bool isFull() { return false; } /** * Get element at given index * @param index * @return */ float at(int16_t index) { return this->_array[idx(index)]; } /** * Insert element at the end of the array * @param value */ bool insert(float value) { if (!this->passes(value)) return false; this->_array[idx(0)] = this->resolve(value); this->_count += 1; return true; } /** * Convert to plain array * @param dest * @return */ float* toArray(float *dest) { for (uint16_t i = 0; i < size; i++) dest[i] = at(i); return dest; } protected: /** * Convert logical index to physical index * @param logicalIndex * @return */ uint16_t idx(int16_t logicalIndex = 0) { return (this->_count + logicalIndex + size) % size; } }; } } }

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eloquentarduino/EloquentMicroML

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Array.h

eloquentarduino_EloquentMicroML/src/Data/Array.h

#pragma once #include "Operators/FilterOperator.h" #include "Operators/MapOperator.h" using namespace Eloquent::ML::Data::Operators; namespace Eloquent { namespace ML { namespace Data { template <uint16_t size> class Array { public: Array() : _filter(NULL), _mapper(NULL) { clear(); } /** * Get number of inserted elements * @return */ inline virtual uint16_t count() { return _count; } /** * Get number of elements in the array * @return */ inline virtual uint16_t length() { return min(count(), size); } /** * Test if array reached its maximum capacity * @return */ inline virtual bool isFull() { return count() >= size; } /** * Get element at given index * @param index * @return */ virtual float at(int16_t index) { return _array[index]; } /** * * @return */ virtual float last() { return this->at(_count - 1); } /** * Get elements mean * @param startIndex * @return */ virtual float mean(int16_t startIndex = 0) { float sum = 0; for (uint16_t i = (startIndex + size) % size; i < length(); i++) sum += this->at(i); return sum / length(); } /** * Get elements standard deviation * @param startIndex * @return */ virtual float std(int16_t startIndex = 0) { float variance = 0; float mean = this->mean(); for (uint16_t i = (startIndex + size) % size; i < length(); i++) variance += pow(this->at(i) - mean, 2); return sqrt(variance / length()); } /** * Insert element at the end of the array * @param value */ virtual bool insert(float value) { if (isFull()) return false; if (!passes(value)) return false; _array[_count++] = resolve(value); return true; } /** * Delete array elements (set to 0 and reset count) */ virtual void clear() { for (uint16_t i = 0; i < size; i++) _array[i] = 0; _count = 0; } /** * Convert to plain array * @param dest * @return */ virtual float* toArray(float *dest = NULL) { if (dest == NULL) return _array; memcpy(dest, _array, size * sizeof(float)); return dest; } /** * * @param stream * @param delimiter */ virtual void printTo(Stream& stream, const char delimiter = ',') { for (uint16_t i = 0; i < size; i++) { stream.print(at(i), 6); stream.print(i == size - 1? '\n' : delimiter); } } /** * Add filter operator * @param mapper */ void filter(FilterOperator* filter) { if (_filter == NULL) { _filter = filter; } else { _filter->then(filter); } } /** * Add map operator * @param mapper */ void map(MapOperator* mapper) { if (_mapper == NULL) { _mapper = mapper; } else { _mapper->then(mapper); } } protected: uint16_t _count; float _array[size]; FilterOperator *_filter; MapOperator *_mapper; /** * Resolve filters chain * @param value * @return */ bool passes(float value) { if (_filter == NULL) return true; return _filter->resolve(value, count(), size, _array); } /** * Resolve mappers chain * @param value * @return */ float resolve(float value) { if (_mapper) { return _mapper->resolve(value, count(), size, _array); } return value; } }; } } }

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eloquentarduino/EloquentMicroML

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1,537,735

Clip.h

eloquentarduino_EloquentMicroML/src/Data/Operators/Clip.h

#pragma once #include "MapOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Truncate values ot of range */ class Clip : public MapOperator { public: Clip(float low, float high) : _low(low), _high(high) { } float map(float value, uint16_t count, uint16_t size, float *array) { return value > _high ? _high : (value < _low ? _low : value); } protected: float _low; float _high; }; } } } }

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eloquentarduino/EloquentMicroML

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false

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StandardScaler.h

eloquentarduino_EloquentMicroML/src/Data/Operators/StandardScaler.h

#pragma once #include "MapOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Transform values to mean = 0, std = 1 */ class StandardScaler : public MapOperator { public: /** * * @param mean * @param std * @return */ StandardScaler(float mean, float std) : _mean(mean), _std(std) { } float map(float value, uint16_t count, uint16_t size, float *array) { return (value - _mean) / _std; } protected: float _mean; float _std; }; } } } }

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eloquentarduino/EloquentMicroML

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AtLeast.h

eloquentarduino_EloquentMicroML/src/Data/Operators/AtLeast.h

#pragma once #include "FilterOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Discard values less than threshold */ class AtLeast : public FilterOperator { public: AtLeast(float low) : _low(low) { } bool filter(float value, uint16_t count, uint16_t size, float *array) { return value >= _low; } protected: float _low; }; } } } }

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eloquentarduino/EloquentMicroML

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MapOperator.h

eloquentarduino_EloquentMicroML/src/Data/Operators/MapOperator.h

#pragma once namespace Eloquent { namespace ML { namespace Data { namespace Operators { class MapOperator { public: /** * Apply a map operation (element-wise) * @param value * @param count * @param size * @param array * @return */ virtual float map(float value, uint16_t count, uint16_t size, float *array) = 0; /** * Concatenate operators * @param next */ void then(MapOperator *next) { if (_next == NULL) _next = next; else _next->then(next); } /** * Resolve mappers chain * @param value * @param index * @param array * @return */ float resolve(float value, uint16_t count, uint16_t size, float *array) { value = this->map(value, count, size, array); if (_next != NULL) { return _next->resolve(value, count, size, array); } return value; } protected: MapOperator *_next = NULL; }; } } } }

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Quantize.h

eloquentarduino_EloquentMicroML/src/Data/Operators/Quantize.h

#pragma once #include "MapOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Apply quantization to values */ class Quantize : public MapOperator { public: /** * * @param quant * @return */ Quantize(float quant) : _quant(quant) { } float map(float value, uint16_t count, uint16_t size, float *array) { return floor(value / _quant); } protected: float _quant; }; } } } }

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eloquentarduino/EloquentMicroML

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,740

AtMost.h

eloquentarduino_EloquentMicroML/src/Data/Operators/AtMost.h

#pragma once #include "FilterOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Discard values less than threshold */ class AtMost : public FilterOperator { public: AtMost(float high) : _high(high) { } bool filter(float value, uint16_t count, uint16_t size, float *array) { return value <= _high; } protected: float _high; }; } } } }

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eloquentarduino/EloquentMicroML

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false

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Delta.h

eloquentarduino_EloquentMicroML/src/Data/Operators/Delta.h

#pragma once #include "MapOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Return absolute value */ class Delta : public MapOperator { public: Delta() : _prev(0) { } float map(float value, uint16_t count, uint16_t size, float *array) { float delta = value - _prev; _prev = value; return delta; } protected: float _prev; }; } } } }

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eloquentarduino/EloquentMicroML

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false

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ExponentialSmoothing.h

eloquentarduino_EloquentMicroML/src/Data/Operators/ExponentialSmoothing.h

#pragma once #include "MapOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Apply exponential smoothing */ class ExponentialSmoothing : public MapOperator { public: /** * * @param smoothing in range ]0, 1[ */ ExponentialSmoothing(float smoothing) : _smoothing(smoothing), _prev(0) { } float map(float value, uint16_t count, uint16_t size, float *array) { float prev = (1 - _smoothing) * _prev; _prev = value * _smoothing; return _prev + prev; } protected: float _smoothing; float _prev; }; } } } }

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false

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Absolute.h

eloquentarduino_EloquentMicroML/src/Data/Operators/Absolute.h

#pragma once #include "MapOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Return absolute value */ class Absolute : public MapOperator { public: Absolute() { } float map(float value, uint16_t count, uint16_t size, float *array) { return abs(value); } }; } } } }

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FilterOperator.h

eloquentarduino_EloquentMicroML/src/Data/Operators/FilterOperator.h

#pragma once namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Discard elements based on filter result */ class FilterOperator { public: /** * * @param value * @param count * @param size * @param array * @return */ virtual bool filter(float value, uint16_t count, uint16_t size, float *array) = 0; /** * Concatenate operators * @param next */ void then(FilterOperator *next) { if (_next == NULL) _next = next; else _next->then(next); } /** * Resolve filters chain * @param value * @param index * @param array * @return */ float resolve(float value, uint16_t count, uint16_t size, float *array) { return this->filter(value, count, size, array) && (_next == NULL || _next->resolve(value, count, size, array)); } protected: FilterOperator *_next = NULL; }; } } } }

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MinMaxScaler.h

eloquentarduino_EloquentMicroML/src/Data/Operators/MinMaxScaler.h

#pragma once #include "MapOperator.h" namespace Eloquent { namespace ML { namespace Data { namespace Operators { /** * Translates the input values from the range [inputMin, inputMax] * to the range [outputMin, outputMax] */ class MinMaxScaler : public MapOperator { public: /** * * @param inputMin * @param inputMax * @param outputMin * @param outputMax */ MinMaxScaler(float inputMin, float inputMax, float outputMin = 0, float outputMax = 1) : _inputMin(inputMin), _inputMax(inputMax), _outputMin(outputMin) { _coeff = (outputMax - outputMin) / (inputMax - inputMin); } float map(float value, uint16_t count, uint16_t size, float *array) { return _outputMin + (constrain(value, _inputMin, _inputMax) - _inputMin) * _coeff; } protected: float _inputMin; float _inputMax; float _outputMin; float _coeff; }; } } } }

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brightness.h

motamed_LG-UltraFine-Brightness-Control/brightness.h

#include <iostream> #include <vector> #include <conio.h> #include "hidapi.h" using std::vector; const uint16_t vendor_id = 0x43e; const uint16_t product_id = 0x9a40; const uint16_t max_brightness = 0xd2f0; const uint16_t min_brightness = 0x0190; const std::vector<uint16_t> small_steps = { 0x0190, 0x01af, 0x01d2, 0x01f7, 0x021f, 0x024a, 0x0279, 0x02ac, 0x02e2, 0x031d, 0x035c, 0x03a1, 0x03eb, 0x043b, 0x0491, 0x04ee, 0x0553, 0x05c0, 0x0635, 0x06b3, 0x073c, 0x07d0, 0x086f, 0x091b, 0x09d5, 0x0a9d, 0x0b76, 0x0c60, 0x0d5c, 0x0e6c, 0x0f93, 0x10d0, 0x1227, 0x1399, 0x1529, 0x16d9, 0x18aa, 0x1aa2, 0x1cc1, 0x1f0b, 0x2184, 0x2430, 0x2712, 0x2a2e, 0x2d8b, 0x312b, 0x3516, 0x3951, 0x3de2, 0x42cf, 0x4822, 0x4de1, 0x5415, 0x5ac8, 0x6203, 0x69d2, 0x7240, 0x7b5a, 0x852d, 0x8fc9, 0x9b3d, 0xa79b, 0xb4f5, 0xc35f, 0xd2f0, }; const std::vector<uint16_t> big_steps = { 0x0190, 0x021f, 0x02e2, 0x03eb, 0x0553, 0x073c, 0x09d5, 0x0d5c, 0x1227, 0x18aa, 0x2184, 0x2d8b, 0x3de2, 0x5415, 0x7240, 0x9b3d, 0xd2f0, }; uint16_t next_step(uint16_t val, const vector<uint16_t>& steps) { auto start = 0; auto end = steps.size() - 1; while (start + 1 < end) { auto mid = start + (end - start) / 2; if (steps[mid] > val) { end = mid; } else { start = mid; } } return steps[end]; } uint16_t prev_step(uint16_t val, const vector<uint16_t>& steps) { auto start = 0; auto end = steps.size() - 1; while (start + 1 < end) { auto mid = start + (end - start) / 2; if (steps[mid] >= val) { end = mid; } else { start = mid; } } return steps[start]; } uint16_t get_brightness(hid_device* handle) { uint8_t data[7] = { 0 }; int res = hid_get_feature_report(handle, data, sizeof(data)); if (res < 0) { printf("Unable to get a feature report.\n"); printf("%ls", hid_error(handle)); } return data[1] + (data[2] << 8); } void set_brightness(hid_device* handle, uint16_t val) { uint8_t data[7] = { 0x00, uint8_t(val & 0x00ff), uint8_t((val >> 8) & 0x00ff), 0x00, 0x00, 0x00, 0x00 }; int res = hid_send_feature_report(handle, data, sizeof(data)); if (res < 0) { printf("Unable to set a feature report.\n"); printf("%ls", hid_error(handle)); } } int initmain() { hid_device* handle; struct hid_device_info* devs, * cur_dev; if (hid_init()) return -1; char* ultrafine_monitor_path = NULL; devs = hid_enumerate(0x0, 0x0); cur_dev = devs; while (cur_dev) { if (cur_dev->vendor_id == 0x043e) //0x043e means LG { //printf("Device Found\n type: %04hx %04hx\n path: %s\n serial_number: %ls", cur_dev->vendor_id, cur_dev->product_id, cur_dev->path, cur_dev->serial_number); //printf("\n"); //printf(" Manufacturer: %ls\n", cur_dev->manufacturer_string); //printf(" Product: %ls\n", cur_dev->product_string); //printf(" Release: %hx\n", cur_dev->release_number); //printf(" Interface: %d\n", cur_dev->interface_number); //printf("\n"); if (wcsstr(cur_dev->product_string, L"BRIGHTNESS")) { ultrafine_monitor_path = cur_dev->path; break; } } cur_dev = cur_dev->next; } if (ultrafine_monitor_path == NULL) { // printf("device not found!"); exit(-1); } handle = hid_open_path(ultrafine_monitor_path); if (!handle) { // printf("unable to open device\n"); return 1; } auto brightness = get_brightness(handle); //printf("Press '-' or '=' to adjust brightness.\n"); //printf("Press '[' or: ']' to fine tune.\n"); //printf("Press 'p' to use the minimum brightness\n"); //printf("Press '\\' to use the maximum brightness\n"); //printf("Press 'q' to quit.\n"); while (true) { // printf("Current brightness = %d%4s\r", int((float(brightness) / 54000) * 100.0), " "); return int((float(brightness) / 54000) * 100.0); int c = _getch(); if (c == 'q') { break; } switch (c) { case '+': case '=': brightness = next_step(brightness, big_steps); set_brightness(handle, brightness); break; case '-': case '_': brightness = prev_step(brightness, big_steps); set_brightness(handle, brightness); break; case ']': brightness = next_step(brightness, small_steps); set_brightness(handle, brightness); break; case '[': brightness = prev_step(brightness, small_steps); set_brightness(handle, brightness); break; case '\\': brightness = max_brightness; set_brightness(handle, brightness); break; case 'p': brightness = min_brightness; set_brightness(handle, brightness); break; default: break; } } hid_close(handle); hid_exit(); return 0; } char* getdeviceinfo() { hid_device* handle; struct hid_device_info* devs, * cur_dev; char* ultrafine_monitor_path = NULL; if (hid_init()) return NULL; devs = hid_enumerate(0x0, 0x0); cur_dev = devs; while (cur_dev) { if (cur_dev->vendor_id == 0x043e) //0x043e means LG { //printf("Device Found\n type: %04hx %04hx\n path: %s\n serial_number: %ls", cur_dev->vendor_id, cur_dev->product_id, cur_dev->path, cur_dev->serial_number); //printf("\n"); //printf(" Manufacturer: %ls\n", cur_dev->manufacturer_string); //printf(" Product: %ls\n", cur_dev->product_string); //printf(" Release: %hx\n", cur_dev->release_number); //printf(" Interface: %d\n", cur_dev->interface_number); //printf("\n"); if (cur_dev->product_string && wcsstr(cur_dev->product_string, L"BRIGHTNESS")) { ultrafine_monitor_path = cur_dev->path; break; } } cur_dev = cur_dev->next; } return ultrafine_monitor_path; } //char* getlgultrawidepath() { // hid_device_info* cur_dev; // cur_dev = getdeviceinfo(); // // char* ultrafine_monitor_path; // // if (wcsstr(cur_dev->product_string, L"BRIGHTNESS")) // { // ultrafine_monitor_path = cur_dev->path; // } // return ultrafine_monitor_path; //} hid_device* handledevice() { hid_device* handle; char* ultrafine_monitor_path = getdeviceinfo(); handle = hid_open_path(ultrafine_monitor_path); if (!handle) { return handle ; } return handle; }

7,035

C++

.h

219

24.945205

172

0.559084

motamed/LG-UltraFine-Brightness-Control

34

2

0

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,748

mainForm.h

motamed_LG-UltraFine-Brightness-Control/mainForm.h

#pragma once #include <cstddef> #include "hidapi.h" #include "brightness.h" namespace LGUltrafineBrightness { using namespace System; using namespace System::ComponentModel; using namespace System::Collections; using namespace System::Windows::Forms; using namespace System::Data; using namespace System::Drawing; /// <summary> /// Summary for mainForm /// </summary> public ref class mainForm : public System::Windows::Forms::Form { public: mainForm(void) { InitializeComponent(); // //TODO: Add the constructor code here // hid_device* handle = handledevice(); int brightness = get_brightness(handle); current_brightness_lbl->Text = (int((float(brightness) / 54000) * 100.0).ToString()) + "%"; } protected: /// <summary> /// Clean up any resources being used. /// </summary> ~mainForm() { if (components) { delete components; } } private: System::Windows::Forms::Label^ current_brightness_lbl; protected: private: System::Windows::Forms::Label^ adjbrt_lbl; private: System::Windows::Forms::Button^ increase_btn; private: System::Windows::Forms::Button^ decrease_btn; private: System::Windows::Forms::Button^ fine_decrease_btn; private: System::Windows::Forms::Button^ fine_increase_btn; private: System::Windows::Forms::Label^ finetune_lbl; private: System::Windows::Forms::Button^ min_btn; private: System::Windows::Forms::Button^ max_btn; private: System::Windows::Forms::Label^ label2; private: System::Windows::Forms::Label^ brightnesslbl; protected: private: /// <summary> /// Required designer variable. /// </summary> System::ComponentModel::Container ^components; #pragma region Windows Form Designer generated code /// <summary> /// Required method for Designer support - do not modify /// the contents of this method with the code editor. /// </summary> void InitializeComponent(void) { this->current_brightness_lbl = (gcnew System::Windows::Forms::Label()); this->adjbrt_lbl = (gcnew System::Windows::Forms::Label()); this->increase_btn = (gcnew System::Windows::Forms::Button()); this->decrease_btn = (gcnew System::Windows::Forms::Button()); this->fine_decrease_btn = (gcnew System::Windows::Forms::Button()); this->fine_increase_btn = (gcnew System::Windows::Forms::Button()); this->finetune_lbl = (gcnew System::Windows::Forms::Label()); this->min_btn = (gcnew System::Windows::Forms::Button()); this->max_btn = (gcnew System::Windows::Forms::Button()); this->label2 = (gcnew System::Windows::Forms::Label()); this->brightnesslbl = (gcnew System::Windows::Forms::Label()); this->SuspendLayout(); // // current_brightness_lbl // this->current_brightness_lbl->AutoSize = true; this->current_brightness_lbl->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 20, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->current_brightness_lbl->Location = System::Drawing::Point(296, 288); this->current_brightness_lbl->Name = L"current_brightness_lbl"; this->current_brightness_lbl->Size = System::Drawing::Size(44, 31); this->current_brightness_lbl->TabIndex = 1; this->current_brightness_lbl->Text = L"00"; // // adjbrt_lbl // this->adjbrt_lbl->AutoSize = true; this->adjbrt_lbl->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 10, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->adjbrt_lbl->Location = System::Drawing::Point(53, 57); this->adjbrt_lbl->Name = L"adjbrt_lbl"; this->adjbrt_lbl->Size = System::Drawing::Size(118, 17); this->adjbrt_lbl->TabIndex = 5; this->adjbrt_lbl->Text = L"Adjust Brightness"; // // increase_btn // this->increase_btn->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 20, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->increase_btn->Location = System::Drawing::Point(56, 102); this->increase_btn->Name = L"increase_btn"; this->increase_btn->Size = System::Drawing::Size(96, 42); this->increase_btn->TabIndex = 6; this->increase_btn->Text = L"+"; this->increase_btn->UseVisualStyleBackColor = true; this->increase_btn->Click += gcnew System::EventHandler(this, &mainForm::increase_btn_Click); // // decrease_btn // this->decrease_btn->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 20, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->decrease_btn->Location = System::Drawing::Point(56, 159); this->decrease_btn->Name = L"decrease_btn"; this->decrease_btn->Size = System::Drawing::Size(96, 42); this->decrease_btn->TabIndex = 7; this->decrease_btn->Text = L"-"; this->decrease_btn->UseVisualStyleBackColor = true; this->decrease_btn->Click += gcnew System::EventHandler(this, &mainForm::decrease_btn_Click); // // fine_decrease_btn // this->fine_decrease_btn->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 20, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->fine_decrease_btn->Location = System::Drawing::Point(220, 159); this->fine_decrease_btn->Name = L"fine_decrease_btn"; this->fine_decrease_btn->Size = System::Drawing::Size(96, 42); this->fine_decrease_btn->TabIndex = 10; this->fine_decrease_btn->Text = L"-"; this->fine_decrease_btn->UseVisualStyleBackColor = true; this->fine_decrease_btn->Click += gcnew System::EventHandler(this, &mainForm::fine_decrease_btn_Click); // // fine_increase_btn // this->fine_increase_btn->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 20, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->fine_increase_btn->Location = System::Drawing::Point(220, 102); this->fine_increase_btn->Name = L"fine_increase_btn"; this->fine_increase_btn->Size = System::Drawing::Size(96, 42); this->fine_increase_btn->TabIndex = 9; this->fine_increase_btn->Text = L"+"; this->fine_increase_btn->UseVisualStyleBackColor = true; this->fine_increase_btn->Click += gcnew System::EventHandler(this, &mainForm::fine_increase_btn_Click); // // finetune_lbl // this->finetune_lbl->AutoSize = true; this->finetune_lbl->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 10, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->finetune_lbl->Location = System::Drawing::Point(235, 57); this->finetune_lbl->Name = L"finetune_lbl"; this->finetune_lbl->Size = System::Drawing::Size(72, 17); this->finetune_lbl->TabIndex = 8; this->finetune_lbl->Text = L"Fine Tune"; // // min_btn // this->min_btn->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 15, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->min_btn->Location = System::Drawing::Point(369, 159); this->min_btn->Name = L"min_btn"; this->min_btn->Size = System::Drawing::Size(96, 42); this->min_btn->TabIndex = 13; this->min_btn->Text = L"Min"; this->min_btn->UseVisualStyleBackColor = true; this->min_btn->Click += gcnew System::EventHandler(this, &mainForm::min_btn_Click); // // max_btn // this->max_btn->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 15, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->max_btn->Location = System::Drawing::Point(369, 102); this->max_btn->Name = L"max_btn"; this->max_btn->Size = System::Drawing::Size(96, 42); this->max_btn->TabIndex = 12; this->max_btn->Text = L"Max"; this->max_btn->UseVisualStyleBackColor = true; this->max_btn->Click += gcnew System::EventHandler(this, &mainForm::max_btn_Click); // // label2 // this->label2->AutoSize = true; this->label2->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 10, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->label2->Location = System::Drawing::Point(387, 57); this->label2->Name = L"label2"; this->label2->Size = System::Drawing::Size(67, 17); this->label2->TabIndex = 11; this->label2->Text = L"Max / Min"; // // brightnesslbl // this->brightnesslbl->AutoSize = true; this->brightnesslbl->Font = (gcnew System::Drawing::Font(L"Microsoft Sans Serif", 20, System::Drawing::FontStyle::Regular, System::Drawing::GraphicsUnit::Point, static_cast<System::Byte>(0))); this->brightnesslbl->Location = System::Drawing::Point(129, 288); this->brightnesslbl->Name = L"brightnesslbl"; this->brightnesslbl->Size = System::Drawing::Size(151, 31); this->brightnesslbl->TabIndex = 14; this->brightnesslbl->Text = L"Brightness:"; // // mainForm // this->AutoScaleDimensions = System::Drawing::SizeF(6, 13); this->AutoScaleMode = System::Windows::Forms::AutoScaleMode::Font; this->ClientSize = System::Drawing::Size(539, 378); this->Controls->Add(this->brightnesslbl); this->Controls->Add(this->min_btn); this->Controls->Add(this->max_btn); this->Controls->Add(this->label2); this->Controls->Add(this->fine_decrease_btn); this->Controls->Add(this->fine_increase_btn); this->Controls->Add(this->finetune_lbl); this->Controls->Add(this->decrease_btn); this->Controls->Add(this->increase_btn); this->Controls->Add(this->adjbrt_lbl); this->Controls->Add(this->current_brightness_lbl); this->Name = L"mainForm"; this->Text = L"LG UltraFine Brightness Control"; this->ResumeLayout(false); this->PerformLayout(); } #pragma endregion private: System::Void increase_btn_Click(System::Object^ sender, System::EventArgs^ e) { hid_device* handle = handledevice(); int brightness = get_brightness(handle); brightness = next_step(brightness, big_steps); set_brightness(handle, brightness); current_brightness_lbl->Text = (int((float(brightness) / 54000) * 100.0).ToString()) + "%"; } private: System::Void fine_increase_btn_Click(System::Object^ sender, System::EventArgs^ e) { hid_device* handle = handledevice(); int brightness = get_brightness(handle); brightness = next_step(brightness, small_steps); set_brightness(handle, brightness); current_brightness_lbl->Text = (int((float(brightness) / 54000) * 100.0).ToString()) + "%"; } private: System::Void fine_decrease_btn_Click(System::Object^ sender, System::EventArgs^ e) { hid_device* handle = handledevice(); int brightness = get_brightness(handle); brightness = prev_step(brightness, small_steps); set_brightness(handle, brightness); current_brightness_lbl->Text = (int((float(brightness) / 54000) * 100.0).ToString()) + "%"; } private: System::Void max_btn_Click(System::Object^ sender, System::EventArgs^ e) { hid_device* handle = handledevice(); int brightness = get_brightness(handle); brightness = max_brightness; set_brightness(handle, brightness); current_brightness_lbl->Text = (int((float(brightness) / 54000) * 100.0).ToString()) + "%"; } private: System::Void min_btn_Click(System::Object^ sender, System::EventArgs^ e) { hid_device* handle = handledevice(); int brightness = get_brightness(handle); brightness = min_brightness; set_brightness(handle, brightness); current_brightness_lbl->Text = (int((float(brightness) / 54000) * 100.0).ToString()) + "%"; } private: System::Void decrease_btn_Click(System::Object^ sender, System::EventArgs^ e) { hid_device* handle = handledevice(); int brightness = get_brightness(handle); brightness = prev_step(brightness, big_steps); set_brightness(handle, brightness); current_brightness_lbl->Text = (int((float(brightness) / 54000) * 100.0).ToString())+"%"; } }; }

12,104

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.h

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motamed/LG-UltraFine-Brightness-Control

34

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,750

ini_unittest.cpp

GenericMadScientist_CHOpt/tests/ini_unittest.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <boost/test/unit_test.hpp> #include "ini.hpp" BOOST_AUTO_TEST_CASE(default_ini_values_are_correct) { const auto ini_values = parse_ini(""); BOOST_CHECK_EQUAL(ini_values.name, "Unknown Song"); BOOST_CHECK_EQUAL(ini_values.artist, "Unknown Artist"); BOOST_CHECK_EQUAL(ini_values.charter, "Unknown Charter"); } BOOST_AUTO_TEST_CASE(values_with_no_spaces_around_equals_are_read) { const char* text = "name=Dummy Song\nartist=Dummy Artist\ncharter=Dummy Charter"; const auto ini_values = parse_ini(text); BOOST_CHECK_EQUAL(ini_values.name, "Dummy Song"); BOOST_CHECK_EQUAL(ini_values.artist, "Dummy Artist"); BOOST_CHECK_EQUAL(ini_values.charter, "Dummy Charter"); } BOOST_AUTO_TEST_CASE(values_with_spaces_around_equals_are_read) { const char* text = "name = Dummy Song 2\nartist = Dummy Artist 2\ncharter " "= Dummy Charter 2"; const auto ini_values = parse_ini(text); BOOST_CHECK_EQUAL(ini_values.name, "Dummy Song 2"); BOOST_CHECK_EQUAL(ini_values.artist, "Dummy Artist 2"); BOOST_CHECK_EQUAL(ini_values.charter, "Dummy Charter 2"); } BOOST_AUTO_TEST_CASE(equals_must_be_the_character_after_the_key) { const char* text = "name_length=0\nartist_length=0\ncharter_length=0"; const auto ini_values = parse_ini(text); BOOST_CHECK_EQUAL(ini_values.name, "Unknown Song"); BOOST_CHECK_EQUAL(ini_values.artist, "Unknown Artist"); BOOST_CHECK_EQUAL(ini_values.charter, "Unknown Charter"); } BOOST_AUTO_TEST_CASE(frets_is_a_synonym_for_charter) { const char* text = "frets=GMS"; const auto ini_values = parse_ini(text); BOOST_CHECK_EQUAL(ini_values.charter, "GMS"); } BOOST_AUTO_TEST_CASE(blank_frets_after_charter_is_ignored) { const char* text = "charter = Haggis\nfrets = "; const auto ini_values = parse_ini(text); BOOST_CHECK_EQUAL(ini_values.charter, "Haggis"); } BOOST_AUTO_TEST_CASE(utf16le_inis_are_read_correctly) { const std::string text { "\xFF\xFE\x6E\x00\x61\x00\x6D\x00\x65\x00\x3D\x00\x54\x00\x65\x00\x73" "\x00\x74\x00", 20}; const auto ini_values = parse_ini(text); BOOST_CHECK_EQUAL(ini_values.name, "Test"); }

2,970

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.cpp

73

36.876712

79

0.715478

GenericMadScientist/CHOpt

33

4

5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,751

sp_unittest.cpp

GenericMadScientist_CHOpt/tests/sp_unittest.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <boost/test/unit_test.hpp> #include "sp.hpp" #include "test_helpers.hpp" BOOST_AUTO_TEST_SUITE(spbar_methods) BOOST_AUTO_TEST_CASE(add_phrase_works_correctly) { SpBar sp_bar {0.0, 0.25}; sp_bar.add_phrase(); BOOST_CHECK_CLOSE(sp_bar.min(), 0.25, 0.0001); BOOST_CHECK_CLOSE(sp_bar.max(), 0.5, 0.0001); sp_bar = {0.8, 1.0}; sp_bar.add_phrase(); BOOST_CHECK_CLOSE(sp_bar.min(), 1.0, 0.0001); BOOST_CHECK_CLOSE(sp_bar.max(), 1.0, 0.0001); } BOOST_AUTO_TEST_CASE(full_enough_to_activate_works_with_half_bar_act_engines) { SpBar sp_bar {0.49, 0.49}; BOOST_TEST(!sp_bar.full_enough_to_activate(0.5)); sp_bar = {0.0, 0.5}; BOOST_TEST(sp_bar.full_enough_to_activate(0.5)); } BOOST_AUTO_TEST_CASE(full_enough_to_activate_works_with_quarter_bar_act_engines) { SpBar sp_bar {0.24, 0.24}; BOOST_TEST(!sp_bar.full_enough_to_activate(0.25)); sp_bar = {0.0, 0.25}; BOOST_TEST(sp_bar.full_enough_to_activate(0.25)); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(propagate_sp_over_whammy_works_correctly) BOOST_AUTO_TEST_CASE(works_correctly_over_four_four) { std::vector<SightRead::TimeSignature> time_sigs { {SightRead::Tick {0}, 4, 4}}; SightRead::TempoMap tempo_map {time_sigs, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, global_data}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(4.0), SpMeasure(1.0)}, 0.5), 0.508333, 0.0001); BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(1.0), SpMeasure(0.25)}, {SightRead::Beat(4.0), SpMeasure(1.0)}, 0.5), 0.50625, 0.0001); } BOOST_AUTO_TEST_CASE(works_correctly_over_three_four) { std::vector<SightRead::TimeSignature> time_sigs { {SightRead::Tick {0}, 3, 4}}; SightRead::TempoMap tempo_map {time_sigs, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, global_data}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(4.0), SpMeasure(4.0 / 3)}, 0.5), 0.466667, 0.0001); BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(-1.0), SpMeasure(-0.25)}, {SightRead::Beat(4.0), SpMeasure(4.0 / 3)}, 0.5), 0.440083, 0.0001); } BOOST_AUTO_TEST_CASE(works_correctly_over_changing_time_signatures) { std::vector<SightRead::TimeSignature> time_sigs { {SightRead::Tick {0}, 4, 4}, {SightRead::Tick {384}, 3, 4}}; SightRead::TempoMap tempo_map {time_sigs, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, global_data}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(4.0), SpMeasure(7.0 / 6)}, 0.5), 0.4875, 0.0001); BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(1.0), SpMeasure(0.25)}, {SightRead::Beat(4.0), SpMeasure(7.0 / 6)}, 0.5), 0.485417, 0.0001); } BOOST_AUTO_TEST_CASE(returns_negative_one_if_sp_runs_out) { std::vector<SightRead::TimeSignature> time_sigs { {SightRead::Tick {0}, 3, 4}, {SightRead::Tick {384}, 4, 4}}; SightRead::TempoMap tempo_map {time_sigs, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, global_data}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(2.0), SpMeasure(2.0 / 3)}, 0.015), -1.0, 0.0001); BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(10.0), SpMeasure(8.0 / 3)}, 0.015), -1.0, 0.0001); } BOOST_AUTO_TEST_CASE(works_even_if_some_of_the_range_isnt_whammyable) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(12.0), SpMeasure(3.0)}, 0.5), 0.496333, 0.0001); } BOOST_AUTO_TEST_CASE(sp_bar_does_not_exceed_full_bar) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(10.0), SpMeasure(2.5)}, 1.0), 1.0, 0.0001); BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(10.5), SpMeasure(2.625)}, 1.0), 0.984375, 0.0001); } BOOST_AUTO_TEST_CASE(sustains_not_in_a_phrase_do_not_contribute_sp) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_max( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(4.0), SpMeasure(1.0)}, 1.0), 0.875, 0.0001); } BOOST_AUTO_TEST_CASE(required_whammy_end_is_accounted_for) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112, 576), make_note(3000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_min( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(4.0), SpMeasure(1.0)}, 0.5, {SightRead::Beat(2.0), SpMeasure(0.5)}), 0.441667, 0.0001); } BOOST_AUTO_TEST_CASE( check_optional_whammy_is_not_used_when_not_asked_for_in_minimum) { constexpr double NEG_INF = -std::numeric_limits<double>::infinity(); std::vector<SightRead::Note> notes {make_note(0, 768), make_note(3072)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3100}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.propagate_sp_over_whammy_min( {SightRead::Beat(0.0), SpMeasure(0.0)}, {SightRead::Beat(4.0), SpMeasure(1.0)}, 0.5, {SightRead::Beat {NEG_INF}, SpMeasure {NEG_INF}}), 0.375, 0.0001); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(is_in_whammy_ranges_works_correctly) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {2000}}, {SightRead::Tick {2112}, SightRead::Tick {50}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_TEST(sp_data.is_in_whammy_ranges(SightRead::Beat(1.0))); BOOST_TEST(!sp_data.is_in_whammy_ranges(SightRead::Beat(11.0))); } BOOST_AUTO_TEST_SUITE(available_whammy_works_correctly) BOOST_AUTO_TEST_CASE(max_early_whammy) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112), make_note(2304, 768)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(0.0), SightRead::Beat(16.0)), 0.471333, 0.0001); BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(10.0), SightRead::Beat(11.0)), 0.0, 0.0001); BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(1.0), SightRead::Beat(8.0)), 0.2333333, 0.0001); } BOOST_AUTO_TEST_CASE(mid_early_whammy) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112), make_note(2304, 768)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, {1.0, 0.5, SightRead::Second {0.0}, SightRead::Second {0.0}, SightRead::Second {0.0}}, ChGuitarEngine()}; BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(0.0), SightRead::Beat(16.0)), 0.469, 0.0001); BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(10.0), SightRead::Beat(11.0)), 0.0, 0.0001); BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(1.0), SightRead::Beat(8.0)), 0.2333333, 0.0001); } BOOST_AUTO_TEST_CASE(negative_early_whammy) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112), make_note(2304, 768)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, {1.0, 0.0, SightRead::Second {2.5}, SightRead::Second {0.0}, SightRead::Second {0.0}}, ChGuitarEngine()}; BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(0.0), SightRead::Beat(10.0)), 0.1666667, 0.0001); BOOST_CHECK_CLOSE( sp_data.available_whammy(SightRead::Beat(12.0), SightRead::Beat(16.0)), 0.0, 0.0001); } BOOST_AUTO_TEST_CASE(three_argument_version_works_correctly) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(2112), make_note(2304, 768)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(sp_data.available_whammy(SightRead::Beat(0.0), SightRead::Beat(12.0), SightRead::Beat(12.0)), 0.3333333, 0.0001); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(activation_end_point_works_correctly) BOOST_AUTO_TEST_CASE(works_when_sp_is_sufficient) { std::vector<SightRead::Note> notes {make_note(0)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; SpPosition start {SightRead::Beat(0.0), SpMeasure(0.0)}; SpPosition end {SightRead::Beat(1.0), SpMeasure(0.25)}; BOOST_CHECK_CLOSE( sp_data.activation_end_point(start, end, 0.5).beat.value(), 1.0, 0.0001); } BOOST_AUTO_TEST_CASE(works_when_sp_is_insufficient) { std::vector<SightRead::Note> notes {make_note(0)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; SpPosition start {SightRead::Beat(0.0), SpMeasure(0.0)}; SpPosition end {SightRead::Beat(1.0), SpMeasure(0.25)}; BOOST_CHECK_CLOSE( sp_data.activation_end_point(start, end, 0.01).beat.value(), 0.32, 0.0001); } BOOST_AUTO_TEST_CASE(works_when_adding_whammy_makes_sp_sufficient) { std::vector<SightRead::Note> notes {make_note(0, 192), make_note(950)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; SpPosition start {SightRead::Beat(0.0), SpMeasure(0.0)}; SpPosition end {SightRead::Beat(1.0), SpMeasure(0.25)}; BOOST_CHECK_CLOSE( sp_data.activation_end_point(start, end, 0.01).beat.value(), 1.0, 0.0001); } BOOST_AUTO_TEST_CASE(works_when_whammy_is_present_but_insufficient) { std::vector<SightRead::Note> notes {make_note(0, 192), make_note(950)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; SpPosition start {SightRead::Beat(0.0), SpMeasure(0.0)}; SpPosition end {SightRead::Beat(2.0), SpMeasure(0.5)}; BOOST_CHECK_CLOSE( sp_data.activation_end_point(start, end, 0.01).beat.value(), 1.386667, 0.0001); } BOOST_AUTO_TEST_CASE(works_when_whammy_is_present_but_accumulation_is_too_slow) { SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 2, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(0, 192), make_note(950)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1000}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, global_data}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; SpPosition start {SightRead::Beat(0.0), SpMeasure(0.0)}; SpPosition end {SightRead::Beat(1.0), SpMeasure(0.25)}; BOOST_CHECK_CLOSE( sp_data.activation_end_point(start, end, 0.01).beat.value(), 0.342857, 0.0001); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(video_lag_is_taken_account_of) BOOST_AUTO_TEST_CASE(negative_video_lag_is_handled_correctly) { const std::vector<SightRead::Note> notes {make_note(192, 192)}; const std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {384}}}; const SightRead::NoteTrack track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; BOOST_TEST(sp_data.is_in_whammy_ranges(SightRead::Beat(0.9))); BOOST_TEST(sp_data.is_in_whammy_ranges(SightRead::Beat(1.9))); } BOOST_AUTO_TEST_CASE(positive_video_lag_is_handled_correctly) { const std::vector<SightRead::Note> notes {make_note(192, 192)}; const std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {384}}}; const SightRead::NoteTrack track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, {1.0, 1.0, SightRead::Second {0.0}, SightRead::Second {0.1}, SightRead::Second {0.0}}, ChGuitarEngine()}; BOOST_TEST(!sp_data.is_in_whammy_ranges(SightRead::Beat(1.0))); BOOST_TEST(sp_data.is_in_whammy_ranges(SightRead::Beat(1.9))); } BOOST_AUTO_TEST_SUITE_END()

23,052

C++

.cpp

488

35.194672

80

0.563673

GenericMadScientist/CHOpt

33

4

5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,753

processed_unittest.cpp

GenericMadScientist_CHOpt/tests/processed_unittest.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <cstdlib> #include <boost/test/unit_test.hpp> #include "test_helpers.hpp" BOOST_AUTO_TEST_SUITE(three_arg_total_available_sp_counts_sp_correctly) BOOST_AUTO_TEST_CASE(phrases_are_counted_correctly) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768, 192), make_note(1152), make_note(1344), make_note(1536)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {768}, SightRead::Tick {400}}, {SightRead::Tick {1344}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); BOOST_CHECK_EQUAL(song.total_available_sp(SightRead::Beat(0.0), points.cbegin(), points.cbegin() + 1), SpBar(0.25, 0.25)); BOOST_CHECK_EQUAL(song.total_available_sp(SightRead::Beat(0.0), points.cbegin(), points.cbegin() + 2), SpBar(0.25, 0.25)); BOOST_CHECK_EQUAL(song.total_available_sp(SightRead::Beat(0.5), points.cbegin() + 2, points.cbegin() + 3), SpBar(0.25, 0.25)); } BOOST_AUTO_TEST_CASE(whammy_is_counted_correctly) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768, 192), make_note(1152), make_note(1344), make_note(1536)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {768}, SightRead::Tick {400}}, {SightRead::Tick {1344}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); auto result = song.total_available_sp( SightRead::Beat(4.0), points.cbegin() + 4, points.cbegin() + 5); BOOST_CHECK_CLOSE(result.min(), 0.0, 0.0001); BOOST_CHECK_CLOSE(result.max(), 0.001128472, 0.0001); } BOOST_AUTO_TEST_CASE(whammy_is_counted_correctly_even_started_mid_hold) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768, 192), make_note(1152), make_note(1344), make_note(1536)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {768}, SightRead::Tick {400}}, {SightRead::Tick {1344}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); auto result = song.total_available_sp(SightRead::Beat(4.5), points.cend() - 3, points.cend() - 3); BOOST_CHECK_CLOSE(result.min(), 0.0, 0.0001); BOOST_CHECK_CLOSE(result.max(), 0.01666667, 0.0001); } BOOST_AUTO_TEST_CASE(required_whammy_end_is_accounted_for) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768, 192), make_note(1152), make_note(1344), make_note(1536)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {768}, SightRead::Tick {400}}, {SightRead::Tick {1344}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); auto result = song.total_available_sp(SightRead::Beat(4.0), points.cbegin() + 4, points.cbegin() + 5, SightRead::Beat(4.02)); BOOST_CHECK_CLOSE(result.min(), 0.000666667, 0.0001); BOOST_CHECK_CLOSE(result.max(), 0.001128472, 0.0001); result = song.total_available_sp(SightRead::Beat(4.0), points.cbegin() + 4, points.cbegin() + 5, SightRead::Beat(4.10)); BOOST_CHECK_CLOSE(result.min(), 0.001128472, 0.0001); BOOST_CHECK_CLOSE(result.max(), 0.001128472, 0.0001); } BOOST_AUTO_TEST_CASE(sp_does_not_exceed_full_bar) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768, 192), make_note(1152), make_note(1344), make_note(1536)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {768}, SightRead::Tick {400}}, {SightRead::Tick {1344}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); BOOST_CHECK_EQUAL(song.total_available_sp(SightRead::Beat(0.0), points.cbegin(), points.cend() - 1), SpBar(1.0, 1.0)); } BOOST_AUTO_TEST_CASE( sp_notes_are_counted_from_first_point_when_start_is_past_middle) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768, 192), make_note(1152), make_note(1344), make_note(1536)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {768}, SightRead::Tick {400}}, {SightRead::Tick {1344}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); BOOST_CHECK_EQUAL(song.total_available_sp(SightRead::Beat(0.05), points.cbegin(), points.cbegin() + 1), SpBar(0.25, 0.25)); } BOOST_AUTO_TEST_CASE(unison_bonuses_are_taken_account_of) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768, 192), make_note(1152), make_note(1344), make_note(1536)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {768}, SightRead::Tick {400}}, {SightRead::Tick {1344}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::OdBeat}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Rb3Engine(), {}, {{SightRead::Tick {0}, SightRead::Tick {50}}}}; const auto& points = song.points(); BOOST_CHECK_EQUAL(song.total_available_sp(SightRead::Beat(0.0), points.cbegin(), points.cbegin() + 1), SpBar(0.5, 0.5)); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE( total_available_sp_with_earliest_pos_counts_sp_correctly_and_gives_earliest_posiiton) { std::vector<SightRead::Note> notes {make_note(0, 1459), make_note(1459)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); const auto& [sp_bar, pos] = song.total_available_sp_with_earliest_pos( SightRead::Beat(0.0), points.cbegin(), std::prev(points.cend()), std::prev(points.cend(), 2)->position); BOOST_CHECK_CLOSE(sp_bar.max(), 0.5, 0.001); BOOST_CHECK_CLOSE(pos.beat.value(), 7.5, 0.001); } BOOST_AUTO_TEST_CASE(total_available_sp_with_earliest_pos_counts_unison_bonuses) { std::vector<SightRead::Note> notes {make_note(0), make_note(192)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {note_track, {{}, SpMode::OdBeat}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Rb3Engine(), {}, {SightRead::Tick {0}}}; const auto& points = song.points(); const auto& [sp_bar, pos] = song.total_available_sp_with_earliest_pos( SightRead::Beat(0.0), points.cbegin(), std::next(points.cbegin()), {SightRead::Beat(0.0), SpMeasure(0.0)}); BOOST_CHECK_CLOSE(sp_bar.max(), 0.5, 0.0001); } BOOST_AUTO_TEST_SUITE(is_candidate_valid_works_with_no_whammy) BOOST_AUTO_TEST_CASE(full_bar_works_with_time_signatures) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(3072), make_note(6144)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 3, {SightRead::Beat(0.0), SpMeasure(0.0)}, {1.0, 1.0}}; SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 3, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack second_note_track { notes, {}, SightRead::TrackType::FiveFret, global_data}; ProcessedSong second_track {second_note_track, {tempo_map, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& second_points = second_track.points(); ActivationCandidate second_candidate { second_points.cbegin(), second_points.cbegin() + 3, {SightRead::Beat(0.0), SpMeasure(0.0)}, {1.0, 1.0}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); BOOST_CHECK_EQUAL( second_track.is_candidate_valid(second_candidate).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_CASE(half_bar_works_with_time_signatures) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(3072), make_note(6144)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 3, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack second_note_track { notes, {}, SightRead::TrackType::FiveFret, global_data}; ProcessedSong second_track {second_note_track, {tempo_map, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& second_points = second_track.points(); ActivationCandidate second_candidate { second_points.cbegin(), second_points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); BOOST_CHECK_EQUAL( second_track.is_candidate_valid(second_candidate).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_CASE(below_half_bar_never_works) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(3072), make_note(6144)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.25, 0.25}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_CASE(check_next_point_needs_to_not_lie_in_activation) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(3072), make_note(6144)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.6, 0.6}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::surplus_sp); } BOOST_AUTO_TEST_CASE(check_intermediate_sp_is_accounted_for) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(3072), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {3000}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 3, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.8, 0.8}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(check_only_reached_intermediate_sp_is_accounted_for) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(6000), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {6000}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 3, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.8, 0.8}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_CASE(last_notes_sp_status_is_not_ignored) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(3072), make_note(4000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {3072}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::surplus_sp); } BOOST_AUTO_TEST_CASE(sp_bar_does_not_exceed_full_bar) { std::vector<SightRead::Note> notes {make_note(0), make_note(2), make_note(7000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {2}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {1.0, 1.0}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_CASE(earliest_activation_point_is_considered) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(3072), make_note(6144)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(-2.0), SpMeasure(-0.5)}, {0.53125, 0.53125}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } // There was a bug where if an optimal activation starts on an SP granting note, // and the note must be squeezed late, then the activation could be drawn too // far. This happened in the path for Das Neue bleibt beim Alten from CSC // November 2020. BOOST_AUTO_TEST_CASE( activations_starting_on_an_sp_granting_note_have_the_correct_end) { SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 4, 4}}, {{SightRead::Tick {0}, 300000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes { make_chord( 384, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}}), make_note(5088), make_note(5136)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {384}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, global_data}; ProcessedSong track {note_track, {tempo_map, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(2.24), SpMeasure(0.56)}, {0.5, 0.5}}; const auto result = track.is_candidate_valid( candidate, 1.0, {SightRead::Beat {27}, SpMeasure {6.75}}); BOOST_CHECK_EQUAL(result.validity, ActValidity::success); BOOST_CHECK_LT(result.ending_position.beat.value(), 26.5); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(is_candidate_valid_acknowledges_unison_bonuses) BOOST_AUTO_TEST_CASE(mid_activation_unison_bonuses_are_accounted_for) { std::vector<SightRead::Note> notes {make_note(192), make_note(5376)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {192}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::OdBeat}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Rb3Engine(), {}, {SightRead::Tick {192}}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; const auto result = track.is_candidate_valid(candidate); BOOST_CHECK_EQUAL(result.validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(last_note_unison_bonus_accounted_for_excess_sp) { std::vector<SightRead::Note> notes {make_note(192), make_note(5376)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {192}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::OdBeat}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Rb3Engine(), {}, {SightRead::Tick {192}}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin(), {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; const auto result = track.is_candidate_valid(candidate); BOOST_CHECK_EQUAL(result.validity, ActValidity::surplus_sp); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(is_candidate_valid_works_with_whammy) BOOST_AUTO_TEST_CASE(check_whammy_is_counted) { std::vector<SightRead::Note> notes {make_note(0, 960), make_note(3840), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {7000}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cend() - 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } // This comes up in Epidox: otherwise, CHOpt doesn't think you can squeeze to // the G after the B in the Robotic Buildup activation. BOOST_AUTO_TEST_CASE(check_whammy_from_end_of_sp_sustain_before_note_is_counted) { std::vector<SightRead::Note> notes {make_note(0, 960), make_note(2880), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {7000}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cend() - 2, points.cend() - 1, {SightRead::Beat(1.0), SpMeasure(0.25)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } // There was a bug where an activation starting on an SP sustain would double // count the whammy around the note, giving impossible activations. An example // is the last activatiom of Soulless. BOOST_AUTO_TEST_CASE( whammy_around_the_start_of_an_sp_sustain_is_not_doubled_counted) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384, 192), make_note(5260)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {384}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin() + 2, points.cend() - 1, {SightRead::Beat(1.0), SpMeasure(0.25)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_CASE(check_compressed_activations_are_counted) { std::vector<SightRead::Note> notes {make_note(0, 960), make_note(3840), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {7000}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cend() - 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.9}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(is_candidate_valid_takes_into_account_minimum_sp) BOOST_AUTO_TEST_CASE(lower_sp_is_considered) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(2304), make_note(3072), make_note(4608)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 3, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 1.0}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(lower_sp_is_only_considered_down_to_a_half_bar) { std::vector<SightRead::Note> notes {make_note(0), make_note(1536), make_note(2304), make_note(3072), make_note(4608)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.25, 1.0}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::surplus_sp); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(is_candidate_valid_takes_into_account_squeezing) BOOST_AUTO_TEST_CASE( front_end_and_back_end_of_the_activation_endpoints_are_considered) { std::vector<SightRead::Note> notes {make_note(0), make_note(3110)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(next_note_can_be_squeezed_late_to_avoid_going_too_far) { std::vector<SightRead::Note> notes {make_note(0), make_note(3034), make_note(3053)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(intermediate_sp_can_be_hit_early) { std::vector<SightRead::Note> notes {make_note(0), make_note(3102), make_note(4608)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {3100}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(intermediate_sp_can_be_hit_late) { std::vector<SightRead::Note> notes {make_note(0), make_note(768), make_note(6942)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {768}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {1.0, 1.0}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(is_candidate_valid_handles_very_high_bpm_sp_granting_notes) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(768), make_note(4608), make_note(5376)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {4608}, SightRead::Tick {50}}}; SightRead::TempoMap tempo_map { {}, {{SightRead::Tick {3840}, 4000000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, global_data}; ProcessedSong track {note_track, {tempo_map, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin() + 2, points.cbegin() + 4, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate).validity, ActValidity::success); } BOOST_AUTO_TEST_SUITE(is_candidate_valid_takes_into_account_squeeze_param) BOOST_AUTO_TEST_CASE(front_end_and_back_end_are_restricted) { std::vector<SightRead::Note> notes {make_note(0), make_note(3110)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 0.5).validity, ActValidity::insufficient_sp); BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(Intermediate_sp_front_end_is_restricted) { std::vector<SightRead::Note> notes {make_note(0), make_note(3102), make_note(4608)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {3100}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 0.5).validity, ActValidity::insufficient_sp); BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(intermediate_sp_back_end_is_restricted) { std::vector<SightRead::Note> notes {make_note(0), make_note(768), make_note(6942)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {768}, SightRead::Tick {100}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {1.0, 1.0}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 0.5).validity, ActValidity::insufficient_sp); BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(next_note_back_end_is_restricted) { std::vector<SightRead::Note> notes {make_note(0), make_note(3034), make_note(3053)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 0.5).validity, ActValidity::surplus_sp); BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(end_position_is_finite_if_activation_goes_past_last_note) { std::vector<SightRead::Note> notes {make_note(0)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin(), {SightRead::Beat(0.0), SpMeasure(0.0)}, {1.0, 1.0}}; auto result = track.is_candidate_valid(candidate, 1.0); BOOST_CHECK_EQUAL(result.validity, ActValidity::success); BOOST_CHECK_LT(result.ending_position.beat.value(), 40.0); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(is_candidate_valid_takes_into_account_no_overlap) BOOST_AUTO_TEST_CASE(mid_act_phrases_not_collected) { std::vector<SightRead::Note> notes {make_note(0), make_note(2688), make_note(3072), make_note(3840)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {2688}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(end_of_act_phrase_not_collected) { std::vector<SightRead::Note> notes {make_note(0), make_note(3072), make_note(3840)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {3072}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::success); } BOOST_AUTO_TEST_CASE(mid_act_whammy_is_not_collected) { std::vector<SightRead::Note> notes {make_note(0, 1920), make_note(3456)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cend() - 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_CASE(mid_act_whammy_is_not_collected_for_end_calculation) { std::vector<SightRead::Note> notes {make_note(0, 2304)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cend() - 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_CLOSE( track .is_candidate_valid(candidate, 0.0, {SightRead::Beat {1.0}, SpMeasure {0.25}}) .ending_position.beat.value(), 16.0, 0.0001); } // This happened in GH1 Cheat on the Church second act, causing CHOpt to think // you could go all the way back to the yellow. BOOST_AUTO_TEST_CASE(mid_act_whammy_around_sp_granting_note_doesnt_get_added) { std::vector<SightRead::Note> notes {make_note(0), make_note(768, 192), make_note(3168)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {768}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cend() - 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 1.0).validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(is_candidate_valid_takes_into_account_forced_whammy) { std::vector<SightRead::Note> notes {make_note(0, 768), make_note(3072), make_note(3264)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3300}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin(), points.cend() - 2, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL( track .is_candidate_valid(candidate, 1.0, {SightRead::Beat(0.0), SpMeasure(0.0)}) .validity, ActValidity::success); BOOST_CHECK_EQUAL( track .is_candidate_valid(candidate, 1.0, {SightRead::Beat(4.0), SpMeasure(1.0)}) .validity, ActValidity::surplus_sp); } BOOST_AUTO_TEST_CASE( is_candidate_valid_also_takes_account_of_whammy_from_end_of_sp_sustain_before_note_is_counted) { std::vector<SightRead::Note> notes {make_note(0, 960), make_note(2880), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {7000}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cend() - 2, points.cend() - 1, {SightRead::Beat(1.0), SpMeasure(0.25)}, {0.5, 0.5}}; BOOST_CHECK_EQUAL(track.is_candidate_valid(candidate, 0.0).validity, ActValidity::success); } // This is to stop a bug that appears in Edd Instrument Solo from CTH2: the last // note is an SP sustain and the last activation was shown as ending during it, // when it should go past the end of the song. BOOST_AUTO_TEST_CASE( is_candidate_valid_takes_account_of_overlapped_phrase_at_end_if_last_note_is_whammy) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(3456, 192)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}, {SightRead::Tick {3456}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin() + 2, points.cend() - 1, {SightRead::Beat(1.0), SpMeasure(0.25)}, {0.5, 0.5}}; auto result = track.is_candidate_valid(candidate, 0.0); BOOST_CHECK_GT(result.ending_position.beat.value(), 20.0); } // This is to stop a bug that appears in Time Traveler from CB: some of the // mid-sustain activations were misdrawn. The exact problem is that if we must // activate past the earliest activation point in order for the activation to // work, then the minimum sp after hitting the point is not clamped to 0, which // caused the endpoint to be too early. BOOST_AUTO_TEST_CASE(is_candidate_valid_correctly_clamps_low_sp) { SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 1, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(0, 6720)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, global_data}; ProcessedSong track {note_track, {tempo_map, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); ActivationCandidate candidate {points.cbegin() + 500, points.cbegin() + 750, {SightRead::Beat(0.0), SpMeasure(0.0)}, {1.0, 1.0}}; auto result = track.is_candidate_valid(candidate, 0.0); BOOST_CHECK_GT(result.ending_position.beat.value(), 27.3); } BOOST_AUTO_TEST_CASE(adjusted_hit_window_functions_return_correct_values) { std::vector<SightRead::Note> notes {make_note(0)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); BOOST_CHECK_CLOSE( track.adjusted_hit_window_start(points.cbegin(), 0.5).beat.value(), -0.07, 0.0001); BOOST_CHECK_CLOSE( track.adjusted_hit_window_start(points.cbegin(), 1.0).beat.value(), -0.14, 0.0001); BOOST_CHECK_CLOSE( track.adjusted_hit_window_end(points.cbegin(), 0.5).beat.value(), 0.07, 0.0001); BOOST_CHECK_CLOSE( track.adjusted_hit_window_end(points.cbegin(), 1.0).beat.value(), 0.14, 0.0001); } BOOST_AUTO_TEST_SUITE(video_lag_is_taken_account_of) BOOST_AUTO_TEST_CASE(effect_on_whammy_is_taken_account_of) { std::vector<SightRead::Note> notes {make_note(192), make_note(384, 192), make_note(768)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {384}, SightRead::Tick {1}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong song {track, {{}, SpMode::Measure}, {0.0, 0.0, SightRead::Second {0.0}, SightRead::Second {-0.1}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); auto result = song.total_available_sp(SightRead::Beat(0.0), points.cbegin(), std::prev(points.cend())); BOOST_CHECK_CLOSE(result.max(), 0.29, 0.0001); } BOOST_AUTO_TEST_CASE(effect_on_notes_is_taken_account_of) { SightRead::TempoMap tempo_map { {{SightRead::Tick {0}, 4, 4}, {SightRead::Tick {3840}, 2, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(768), make_note(3840)}; SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, global_data}; ProcessedSong song {track, {tempo_map, SpMode::Measure}, {0.0, 0.0, SightRead::Second {0.0}, SightRead::Second {0.1}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = song.points(); ActivationCandidate candidate {points.cbegin(), points.cbegin() + 1, {SightRead::Beat(0.0), SpMeasure(0.0)}, {0.5, 0.5}}; auto result = song.is_candidate_valid(candidate); BOOST_CHECK_EQUAL(result.validity, ActValidity::insufficient_sp); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(is_drums_returns_the_correct_value) BOOST_AUTO_TEST_CASE(false_for_guitar) { SightRead::NoteTrack note_track { {}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine(), {}, {}}; BOOST_CHECK(!track.is_drums()); } BOOST_AUTO_TEST_CASE(true_for_drums) { SightRead::NoteTrack note_track { {}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine(), {}, {}}; BOOST_TEST(track.is_drums()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(path_summary_produces_the_correct_output) BOOST_AUTO_TEST_CASE(overlap_and_es_are_denoted_correctly) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(576), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {6144}, SightRead::Tick {50}}}; std::vector<SightRead::Solo> solos { {SightRead::Tick {0}, SightRead::Tick {50}, 50}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; note_track.solos(solos); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 100}; const char* desired_path_output = "Path: 2(+1)-ES1\n" "No SP score: 300\n" "Total score: 400\n" "Average multiplier: 1.400x\n" "2(+1): NN (G)"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(overlapped_sp_is_handled_correctly_for_non_overlap_games) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(576), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {6144}, SightRead::Tick {50}}}; std::vector<SightRead::Solo> solos { {SightRead::Tick {0}, SightRead::Tick {50}, 50}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; note_track.solos(solos); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 100}; const char* desired_path_output = "Path: 2-S1-ES1\n" "No SP score: 300\n" "Total score: 400\n" "2: NN (G)"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(no_overlap_is_denoted_correctly) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(576), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {6144}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 3, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 50}; const char* desired_path_output = "Path: 3-ES1\n" "No SP score: 250\n" "Total score: 300\n" "Average multiplier: 1.200x\n" "3: NN (G)"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(no_es_is_denoted_correctly) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(576), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {6144}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 4, points.cbegin() + 4, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 50}; const char* desired_path_output = "Path: 3(+1)\n" "No SP score: 250\n" "Total score: 300\n" "Average multiplier: 1.200x\n" "3(+1): 2nd G (G)"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(no_sp_is_denoted_correctly) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(576), make_note(6144)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {384}, SightRead::Tick {50}}, {SightRead::Tick {6144}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Path path {{}, 0}; const char* desired_path_output = "Path: None\n" "No SP score: 250\n" "Total score: 250\n" "Average multiplier: 1.000x"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(sustains_handled_correctly_for_nn) { std::vector<SightRead::Note> notes {make_note(0), make_note(192, 192), make_note(768)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cend() - 1, points.cend() - 1, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 50}; const char* desired_path_output = "Path: 2\n" "No SP score: 178\n" "Total score: 228\n" "Average multiplier: 1.302x\n" "2: NN (G)"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(mid_sustain_activations_noted_correctly) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(768, 192)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 3, points.cend() - 1, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 28}; const char* desired_path_output = "Path: 2\n" "No SP score: 178\n" "Total score: 206\n" "Average multiplier: 1.177x\n" "2: 0.03 beats after NN"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(notes_of_different_colours_are_counted_correctly) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(768), make_note(960, 0, SightRead::FIVE_FRET_RED)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cend() - 1, points.cend() - 1, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 50}; const char* desired_path_output = "Path: 2\n" "No SP score: 200\n" "Total score: 250\n" "Average multiplier: 1.250x\n" "2: 1st R (R)"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE( note_counting_is_done_correctly_when_intermediate_sustains_exist) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(768, 96), make_note(960, 0, SightRead::FIVE_FRET_RED)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cend() - 1, points.cend() - 1, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 50}; const char* desired_path_output = "Path: 2\n" "No SP score: 214\n" "Total score: 264\n" "Average multiplier: 1.239x\n" "2: 1st R (R)"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(mid_sustain_act_before_notes_are_written_correctly) { std::vector<SightRead::Note> notes {make_note(0), make_note(192, 192)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 2, points.cend() - 1, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 28}; const char* desired_path_output = "Path: 2\n" "No SP score: 128\n" "Total score: 156\n" "Average multiplier: 1.248x\n" "2: After 0.03 beats"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(zero_phrase_acts_are_handled) { std::vector<SightRead::Note> notes {make_note(0, 3072), make_note(3264)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {3300}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cend() - 3, points.cend() - 3, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 1}; const char* desired_path_output = "Path: 0-ES1\n" "No SP score: 539\n" "Total score: 540\n" "Average multiplier: 1.080x\n" "0: See image"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(average_multiplier_rounds_down) { std::vector<SightRead::Note> notes; notes.reserve(11); for (auto i = 0; i < 11; ++i) { notes.push_back(make_note(i)); } SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Path path {{}, 0}; const char* desired_path_output = "Path: None\n" "No SP score: 650\n" "Total score: 650\n" "Average multiplier: 1.181x"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(average_multiplier_is_correct_for_drums) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_RED), make_drum_note(192, SightRead::DRUM_DOUBLE_KICK)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), {false, false, true, false}, ChDrumEngine(), {}, {}}; Path path {{}, 0}; const char* desired_path_output = "Path: None\n" "No SP score: 50\n" "Total score: 50\n" "Average multiplier: 1.000x"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(average_multiplier_is_correct_for_zero_notes) { std::vector<SightRead::Note> notes { make_drum_note(192, SightRead::DRUM_DOUBLE_KICK)}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), {false, false, true, false}, ChDrumEngine(), {}, {}}; Path path {{}, 0}; const char* desired_path_output = "Path: None\n" "No SP score: 0\n" "Total score: 0\n" "Average multiplier: 0.000x"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(alternative_path_notation_is_used_for_drums) { std::vector<SightRead::Note> notes { make_drum_note(0), make_drum_note(192), make_drum_note(1536), make_drum_note(6336), make_drum_note(6528), make_drum_note(6912), make_drum_note(9984), make_drum_note(13056)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}, {SightRead::Tick {6336}, SightRead::Tick {1}}, {SightRead::Tick {6528}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; note_track.generate_drum_fills({}); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), {false, false, true, false}, ChDrumEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 2, points.cbegin() + 2, SightRead::Beat {8.0}, SightRead::Beat {24.0}}, {points.cend() - 1, points.cend() - 1, SightRead::Beat {68.0}, SightRead::Beat {84.0}}}, 100}; const char* desired_path_output = "Path: 0-1\n" "No SP score: 400\n" "Total score: 500\n" "Average multiplier: 1.250x"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(alternative_path_notation_l_and_e_are_used_for_drums) { std::vector<SightRead::Note> notes { make_drum_note(0), make_drum_note(390), make_drum_note(1536), make_drum_note(5568), make_drum_note(5755), make_drum_note(6912), make_drum_note(9984), make_drum_note(13056)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {390}, SightRead::Tick {1}}, {SightRead::Tick {5568}, SightRead::Tick {1}}, {SightRead::Tick {5755}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; note_track.generate_drum_fills({}); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), {false, false, true, false}, ChDrumEngine(), {}, {}}; const auto& points = track.points(); Path path {{{points.cbegin() + 2, points.cbegin() + 2, SightRead::Beat {8.0}, SightRead::Beat {24.0}}, {points.cend() - 1, points.cend() - 1, SightRead::Beat {68.0}, SightRead::Beat {84.0}}}, 100}; const char* desired_path_output = "Path: 0(E)-1(L)\n" "No SP score: 400\n" "Total score: 500\n" "Average multiplier: 1.250x"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_CASE(average_multiplier_is_ignored_with_rb) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(576), make_note(6144)}; std::vector<SightRead::Solo> solos { {SightRead::Tick {0}, SightRead::Tick {50}, 100}}; SightRead::NoteTrack note_track { notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; note_track.solos(solos); ProcessedSong track {note_track, {{}, SpMode::OdBeat}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), RbEngine(), {}, {}}; Path path {{}, 0}; const char* desired_path_output = "Path: None\n" "No SP score: 225\n" "Total score: 225"; BOOST_CHECK_EQUAL(track.path_summary(path), desired_path_output); } BOOST_AUTO_TEST_SUITE_END()

89,143

C++

.cpp

1,876

32.633262

98

0.523779

GenericMadScientist/CHOpt

33

4

5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,754

points_unittest.cpp

GenericMadScientist_CHOpt/tests/points_unittest.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <algorithm> #include <cstdlib> #include <numeric> #include <boost/test/unit_test.hpp> #include "test_helpers.hpp" namespace { std::vector<int> set_values(const PointSet& points) { std::vector<int> values; values.reserve(static_cast<std::size_t>( std::distance(points.cbegin(), points.cend()))); for (auto p = points.cbegin(); p < points.cend(); ++p) { values.push_back(p->value); } return values; } std::vector<int> set_base_values(const PointSet& points) { std::vector<int> base_values; base_values.reserve(static_cast<std::size_t>( std::distance(points.cbegin(), points.cend()))); for (auto p = points.cbegin(); p < points.cend(); ++p) { base_values.push_back(p->base_value); } return base_values; } std::vector<SightRead::Beat> set_position_beats(const PointSet& points) { std::vector<SightRead::Beat> values; values.reserve(static_cast<std::size_t>( std::distance(points.cbegin(), points.cend()))); for (auto p = points.cbegin(); p < points.cend(); ++p) { values.push_back(p->position.beat); } return values; } SightRead::Note make_ghl_chord( int position, const std::vector<std::tuple<SightRead::SixFretNotes, int>>& lengths) { SightRead::Note note; note.position = SightRead::Tick {position}; note.flags = SightRead::FLAGS_SIX_FRET_GUITAR; for (const auto& [lane, length] : lengths) { note.lengths.at(lane) = SightRead::Tick {length}; } return note; } std::shared_ptr<SightRead::SongGlobalData> make_resolution(int resolution) { auto data = std::make_shared<SightRead::SongGlobalData>(); data->resolution(resolution); data->tempo_map({{}, {}, {}, resolution}); return data; } } BOOST_AUTO_TEST_SUITE(non_sustain_notes) BOOST_AUTO_TEST_CASE(single_notes_give_fifty_points) { SightRead::NoteTrack track {{make_note(768), make_note(960)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<int> expected_values {50, 50}; std::vector<int> values = set_values(points); BOOST_CHECK_EQUAL_COLLECTIONS(values.cbegin(), values.cend(), expected_values.cbegin(), expected_values.cend()); } BOOST_AUTO_TEST_CASE(chords_give_multiples_of_fifty_points) { SightRead::NoteTrack track {{make_chord(768, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}})}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<int> expected_values {100}; std::vector<int> values = set_values(points); BOOST_CHECK_EQUAL_COLLECTIONS(values.cbegin(), values.cend(), expected_values.cbegin(), expected_values.cend()); } BOOST_AUTO_TEST_CASE(ghl_notes_behave_the_same_as_five_fret_notes) { SightRead::NoteTrack track {{make_ghl_note(768), make_ghl_note(960)}, {}, SightRead::TrackType::SixFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<int> expected_values {50, 50}; std::vector<int> values = set_values(points); BOOST_CHECK_EQUAL_COLLECTIONS(values.cbegin(), values.cend(), expected_values.cbegin(), expected_values.cend()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(sustain_notes) BOOST_AUTO_TEST_CASE(sustain_points_depend_on_resolution) { SightRead::NoteTrack track {{make_note(768, 15)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet first_points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<int> first_expected_values {50, 3}; std::vector<SightRead::Beat> first_expected_beats {SightRead::Beat(4.0), SightRead::Beat(4.0026)}; SightRead::NoteTrack second_track {{make_note(768, 15)}, {}, SightRead::TrackType::FiveFret, make_resolution(200)}; PointSet second_points { second_track, {make_resolution(200)->tempo_map(), SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<int> second_expected_values {50, 2}; std::vector<SightRead::Beat> second_expected_beats { SightRead::Beat(3.84), SightRead::Beat(3.8425)}; std::vector<int> first_values = set_values(first_points); std::vector<SightRead::Beat> first_beats = set_position_beats(first_points); std::vector<int> second_values = set_values(second_points); std::vector<SightRead::Beat> second_beats = set_position_beats(second_points); BOOST_CHECK_EQUAL_COLLECTIONS(first_values.cbegin(), first_values.cend(), first_expected_values.cbegin(), first_expected_values.cend()); BOOST_CHECK_EQUAL(first_beats.size(), first_expected_beats.size()); for (auto i = 0U; i < first_beats.size(); ++i) { BOOST_CHECK_CLOSE(first_beats[i].value(), first_expected_beats[i].value(), 0.01); } BOOST_CHECK_EQUAL_COLLECTIONS(second_values.cbegin(), second_values.cend(), second_expected_values.cbegin(), second_expected_values.cend()); BOOST_CHECK_EQUAL(second_beats.size(), second_expected_beats.size()); for (auto i = 0U; i < second_beats.size(); ++i) { BOOST_CHECK_CLOSE(second_beats[i].value(), second_expected_beats[i].value(), 0.01); } } BOOST_AUTO_TEST_CASE(sustain_points_and_chords) { SightRead::NoteTrack track {{make_chord(768, {{SightRead::FIVE_FRET_GREEN, 8}, {SightRead::FIVE_FRET_RED, 8}})}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<int> expected_values {100, 2}; std::vector<SightRead::Beat> expected_beats {SightRead::Beat(4.0), SightRead::Beat(4.0026)}; std::vector<int> values = set_values(points); std::vector<SightRead::Beat> beats = set_position_beats(points); BOOST_CHECK_EQUAL_COLLECTIONS(values.cbegin(), values.cend(), expected_values.cbegin(), expected_values.cend()); BOOST_CHECK_EQUAL(beats.size(), expected_beats.size()); for (auto i = 0U; i < beats.size(); ++i) { BOOST_CHECK_CLOSE(beats[i].value(), expected_beats[i].value(), 0.01); } } BOOST_AUTO_TEST_CASE(resolutions_below_25_do_not_enter_an_infinite_loop) { SightRead::NoteTrack track {{make_note(768, 2)}, {}, SightRead::TrackType::FiveFret, make_resolution(1)}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_EQUAL(std::distance(points.cbegin(), points.cend()), 3); } BOOST_AUTO_TEST_CASE(sustains_of_uneven_length_are_handled_correctly) { SightRead::NoteTrack track { {make_chord(0, {{SightRead::FIVE_FRET_GREEN, 1504}, {SightRead::FIVE_FRET_RED, 1504}, {SightRead::FIVE_FRET_YELLOW, 736}})}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 686); } // RB1 Here It Goes Again m20 GRB sustain BOOST_AUTO_TEST_CASE(chord_sustains_in_rb_are_handled_correctly) { SightRead::NoteTrack track { {make_chord(0, {{SightRead::FIVE_FRET_GREEN, 1800}, {SightRead::FIVE_FRET_RED, 1800}, {SightRead::FIVE_FRET_BLUE, 1800}})}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), RbEngine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 210); } // RB1 Cherub Rock m24 Y sustain BOOST_AUTO_TEST_CASE( rounding_from_length_in_rb_for_single_notes_is_handled_correctly) { SightRead::NoteTrack track {{make_note(0, 419)}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), RbEngine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 35); } // RB1 Cherub Rock m65 RO sustain BOOST_AUTO_TEST_CASE(rounding_from_length_in_rb_for_chords_is_handled_correctly) { SightRead::NoteTrack track { {make_chord(0, {{SightRead::FIVE_FRET_RED, 419}, {SightRead::FIVE_FRET_ORANGE, 419}})}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points {track, {{}, SpMode::OdBeat}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), RbEngine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 70); } // GH1 Ace of Spades m6 Y sustain BOOST_AUTO_TEST_CASE(gh1_one_beat_sustain_is_handled_correctly) { SightRead::NoteTrack track { {make_note(0, 1917, SightRead::FIVE_FRET_YELLOW)}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 150); } // GH1 Ace of Spades m96 O sustain BOOST_AUTO_TEST_CASE( rounding_from_fractional_length_in_gh1_is_handled_correctly) { SightRead::NoteTrack track { {make_note(0, 1560, SightRead::FIVE_FRET_ORANGE)}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 131); } // GH1 Ace of Spades m15 BO sustain BOOST_AUTO_TEST_CASE( rounding_from_length_in_gh1_for_chords_is_handled_correctly) { SightRead::NoteTrack track { {make_chord(0, {{SightRead::FIVE_FRET_BLUE, 360}, {SightRead::FIVE_FRET_ORANGE, 360}})}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 138); } BOOST_AUTO_TEST_CASE(fortnite_festival_half_od_time_is_handled_correctly) { SightRead::NoteTrack track { {make_chord(0, {{SightRead::FIVE_FRET_GREEN, 1920}})}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points { track, {{{}, {}, {SightRead::Tick {0}, SightRead::Tick {960}, SightRead::Tick {1920}}, 480}, SpMode::OdBeat}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), FortniteGuitarEngine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 60); } BOOST_AUTO_TEST_CASE(long_fortnite_sustains_are_handled_correctly) { SightRead::NoteTrack track { {make_chord(0, {{SightRead::FIVE_FRET_GREEN, 1920}})}, {}, SightRead::TrackType::FiveFret, make_resolution(480)}; PointSet points {track, {{{}, {}, {}, 480}, SpMode::OdBeat}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), FortniteVocalsEngine()}; const auto total_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto& a, const auto& b) { return a + b.value; }); BOOST_CHECK_EQUAL(total_score, 136); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(points_are_sorted) { SightRead::NoteTrack track {{make_note(768, 15), make_note(770, 0)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; const auto beats = set_position_beats(points); BOOST_TEST(std::is_sorted(beats.cbegin(), beats.cend())); } BOOST_AUTO_TEST_CASE(end_of_sp_phrase_points) { SightRead::NoteTrack track { {make_note(768), make_note(960), make_note(1152)}, {{SightRead::Tick {768}, SightRead::Tick {1}}, {SightRead::Tick {900}, SightRead::Tick {50}}, {SightRead::Tick {1100}, SightRead::Tick {53}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; PointSet unison_points {track, {{}, SpMode::Measure}, {{SightRead::Tick {1100}, SightRead::Tick {53}}}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Rb3Engine()}; BOOST_TEST(points.cbegin()->is_sp_granting_note); BOOST_TEST(!std::next(points.cbegin())->is_sp_granting_note); BOOST_TEST(std::next(points.cbegin(), 2)->is_sp_granting_note); BOOST_TEST(!std::next(points.cbegin(), 2)->is_unison_sp_granting_note); BOOST_TEST(!unison_points.cbegin()->is_unison_sp_granting_note); BOOST_TEST( std::next(unison_points.cbegin(), 2)->is_unison_sp_granting_note); } BOOST_AUTO_TEST_SUITE(combo_multiplier_is_taken_into_account) BOOST_AUTO_TEST_CASE(multiplier_applies_to_non_sustains) { std::vector<SightRead::Note> notes; notes.reserve(50); for (int i = 0; i < 50; ++i) { notes.push_back(make_note(192 * i)); } SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<int> expected_values; std::vector<int> expected_base_values; expected_values.reserve(50); expected_base_values.reserve(50); for (int i = 0; i < 50; ++i) { const auto mult = 1 + std::min((i + 1) / 10, 3); expected_values.push_back(50 * mult); expected_base_values.push_back(50); } std::vector<int> values = set_values(points); std::vector<int> base_values = set_base_values(points); BOOST_CHECK_EQUAL_COLLECTIONS(values.cbegin(), values.cend(), expected_values.cbegin(), expected_values.cend()); BOOST_CHECK_EQUAL_COLLECTIONS(base_values.cbegin(), base_values.cend(), expected_base_values.cbegin(), expected_base_values.cend()); } BOOST_AUTO_TEST_CASE(sustain_points_are_multiplied) { std::vector<SightRead::Note> notes; notes.reserve(50); for (int i = 0; i < 50; ++i) { notes.push_back(make_note(192 * i)); } notes.push_back(make_note(9600, 192)); SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_EQUAL(std::prev(points.cend(), 2)->value, 4); BOOST_CHECK_EQUAL(std::prev(points.cend(), 2)->base_value, 1); } BOOST_AUTO_TEST_CASE(later_sustain_points_in_extended_sustains_are_multiplied) { std::vector<SightRead::Note> notes; notes.reserve(10); for (int i = 0; i < 10; ++i) { notes.push_back(make_note(192 * i)); } notes[0].lengths[0] = SightRead::Tick {2000}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_EQUAL(std::prev(points.cend(), 2)->value, 2); BOOST_CHECK_EQUAL(std::prev(points.cend(), 2)->base_value, 1); } BOOST_AUTO_TEST_CASE(drum_notes_have_the_multiplier_handled_correctly) { std::vector<SightRead::Note> notes; notes.reserve(10); for (int i = 0; i < 9; ++i) { notes.push_back(make_drum_note(192 * i, SightRead::DRUM_RED)); } notes.push_back(make_drum_note(192 * 7, SightRead::DRUM_YELLOW)); SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; BOOST_CHECK_EQUAL(std::prev(points.cend(), 1)->value, 100); } BOOST_AUTO_TEST_CASE(fortnite_notes_have_the_multiplier_handled_correctly) { std::vector<SightRead::Note> notes; notes.reserve(11); for (int i = 0; i < 10; ++i) { notes.push_back(make_note(192 * i, 0, SightRead::FIVE_FRET_GREEN)); } notes.push_back(make_note(192 * 7, 0, SightRead::FIVE_FRET_RED)); SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FortniteFestival, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::OdBeat}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), FortniteGuitarEngine()}; BOOST_CHECK_EQUAL(std::prev(points.cend(), 1)->value, 72); } BOOST_AUTO_TEST_CASE(gh1_multiplier_delay_accounted_for) { std::vector<SightRead::Note> notes { make_note(0), make_note(100), make_note(200), make_note(300), make_note(400), make_note(500), make_note(600), make_note(700), make_note(800), make_note(900, 100)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; BOOST_CHECK_EQUAL((points.cbegin() + 9)->value, 50); BOOST_CHECK_EQUAL((points.cbegin() + 10)->value, 2); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(hit_window_start_and_hit_window_end_are_set_correctly) BOOST_AUTO_TEST_CASE(hit_window_starts_for_notes_are_correct) { SightRead::TempoMap tempo_map { {}, {{SightRead::Tick {0}, 150000}, {SightRead::Tick {768}, 200000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(192), make_note(787)}; SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, global_data}; PointSet points {track, {tempo_map, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(points.cbegin()->hit_window_start.beat.value(), 0.825, 0.0001); BOOST_CHECK_CLOSE(std::next(points.cbegin())->hit_window_start.beat.value(), 3.89922, 0.0001); } BOOST_AUTO_TEST_CASE(hit_window_ends_for_notes_are_correct) { SightRead::TempoMap tempo_map { {}, {{SightRead::Tick {0}, 150000}, {SightRead::Tick {768}, 200000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(192), make_note(749)}; SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, global_data}; PointSet points {track, {tempo_map, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(points.cbegin()->hit_window_end.beat.value(), 1.175, 0.0001); BOOST_CHECK_CLOSE(std::next(points.cbegin())->hit_window_end.beat.value(), 4.10139, 0.0001); } BOOST_AUTO_TEST_CASE(hit_window_starts_and_ends_for_hold_points_are_correct) { SightRead::TempoMap tempo_map { {}, {{SightRead::Tick {0}, 150000}, {SightRead::Tick {768}, 200000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(672, 192)}; SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, global_data}; PointSet points {track, {tempo_map, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; for (auto p = std::next(points.cbegin()); p < points.cend(); ++p) { BOOST_CHECK_CLOSE(p->position.beat.value(), p->hit_window_start.beat.value(), 0.0001); BOOST_CHECK_CLOSE(p->position.beat.value(), p->hit_window_end.beat.value(), 0.0001); } } BOOST_AUTO_TEST_CASE(squeeze_setting_is_accounted_for) { SightRead::TempoMap tempo_map { {}, {{SightRead::Tick {0}, 150000}, {SightRead::Tick {768}, 200000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(192)}; SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, global_data}; PointSet points {track, {tempo_map, SpMode::Measure}, {}, {0.5, 1.0, SightRead::Second {0.0}, SightRead::Second {0.0}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(points.cbegin()->hit_window_start.beat.value(), 0.9125, 0.0001); BOOST_CHECK_CLOSE(points.cbegin()->hit_window_end.beat.value(), 1.0875, 0.0001); } BOOST_AUTO_TEST_CASE(restricted_back_end_is_taken_account_of) { SightRead::TempoMap tempo_map { {}, {{SightRead::Tick {0}, 150000}, {SightRead::Tick {768}, 200000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); std::vector<SightRead::Note> notes {make_note(192), make_note(240)}; SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, global_data}; PointSet points {track, {tempo_map, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), RbEngine()}; PointSet fifty_sqz_points {track, {{}, SpMode::Measure}, {}, {0.5, 1.0, SightRead::Second {0.0}, SightRead::Second {0.0}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), RbEngine()}; BOOST_CHECK_CLOSE(points.cbegin()->hit_window_end.beat.value(), 1.125, 0.0001); BOOST_CHECK_CLOSE(fifty_sqz_points.cbegin()->hit_window_end.beat.value(), 1.0625, 0.0001); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(rb_bass_multiplier_is_taken_into_account) { std::vector<SightRead::Note> notes; notes.reserve(60); for (auto i = 0; i < 60; ++i) { notes.push_back(make_note(192 * i)); } const SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; const PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), RbBassEngine()}; const auto total_points = std::accumulate(points.cbegin(), points.cend(), 0, [&](auto x, auto y) { return x + y.value; }); BOOST_CHECK_EQUAL(total_points, 5375); } BOOST_AUTO_TEST_SUITE(video_lag_is_taken_into_account) BOOST_AUTO_TEST_CASE(negative_video_lag_is_handled_correctly) { const std::vector<SightRead::Note> notes {make_note(192, 0), make_note(384, 192)}; const SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, {1.0, 1.0, SightRead::Second {0.0}, SightRead::Second {-0.20}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(points.cbegin()->position.beat.value(), 0.6, 0.0001); BOOST_CHECK_CLOSE(points.cbegin()->hit_window_start.beat.value(), 0.46, 0.0001); BOOST_CHECK_CLOSE(points.cbegin()->hit_window_end.beat.value(), 0.74, 0.0001); BOOST_CHECK_CLOSE(std::next(points.cbegin(), 2)->position.beat.value(), 2.033854, 0.0001); } BOOST_AUTO_TEST_CASE(positive_video_lag_is_handled_correctly) { const std::vector<SightRead::Note> notes {make_note(192, 0), make_note(384, 192)}; const SightRead::NoteTrack track { notes, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, {1.0, 1.0, SightRead::Second {0.0}, SightRead::Second {0.20}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_CLOSE(points.cbegin()->position.beat.value(), 1.4, 0.0001); BOOST_CHECK_CLOSE(points.cbegin()->hit_window_start.beat.value(), 1.26, 0.0001); BOOST_CHECK_CLOSE(points.cbegin()->hit_window_end.beat.value(), 1.54, 0.0001); BOOST_CHECK_CLOSE(std::next(points.cbegin(), 2)->position.beat.value(), 2.033854, 0.0001); } BOOST_AUTO_TEST_CASE(tick_points_are_not_multiplied_prematurely) { std::vector<SightRead::Note> notes { make_note(192), make_note(193), make_note(194), make_note(195), make_note(196), make_note(197), make_note(198), make_note(199), make_note(200, 200), make_note(400)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, {1.0, 1.0, SightRead::Second {0.0}, SightRead::Second {-0.40}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_EQUAL(std::prev(points.cend())->value, 100); BOOST_CHECK_EQUAL(std::prev(points.cend(), 2)->value, 7); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(next_non_hold_point_is_correct) { std::vector<SightRead::Note> notes {make_note(0), make_note(192, 192)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_EQUAL(points.next_non_hold_point(points.cbegin()), points.cbegin()); BOOST_CHECK_EQUAL(points.next_non_hold_point(std::next(points.cbegin(), 2)), points.cend()); } BOOST_AUTO_TEST_CASE(next_sp_granting_note_is_correct) { std::vector<SightRead::Note> notes {make_note(100, 0), make_note(200, 100), make_note(400, 0)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {200}, SightRead::Tick {1}}, {SightRead::Tick {400}, SightRead::Tick {1}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; BOOST_CHECK_EQUAL(points.next_sp_granting_note(points.cbegin()), std::next(points.cbegin())); BOOST_CHECK_EQUAL(points.next_sp_granting_note(std::next(points.cbegin())), std::next(points.cbegin())); BOOST_CHECK_EQUAL( points.next_sp_granting_note(std::next(points.cbegin(), 2)), std::prev(points.cend())); } BOOST_AUTO_TEST_CASE(solo_sections_are_added) { std::vector<SightRead::Solo> solos { {SightRead::Tick {0}, SightRead::Tick {576}, 100}, {SightRead::Tick {768}, SightRead::Tick {1152}, 200}}; SightRead::NoteTrack track {{}, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; track.solos(solos); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; std::vector<std::tuple<SpPosition, int>> expected_solo_boosts { {{SightRead::Beat(3.0), SpMeasure(0.75)}, 100}, {{SightRead::Beat(6.0), SpMeasure(1.5)}, 200}}; BOOST_CHECK_EQUAL_COLLECTIONS( points.solo_boosts().cbegin(), points.solo_boosts().cend(), expected_solo_boosts.cbegin(), expected_solo_boosts.cend()); } BOOST_AUTO_TEST_CASE(range_score_is_correct) { SightRead::NoteTrack track {{make_note(0, 192), make_note(386)}, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; const auto begin = points.cbegin(); const auto end = points.cend(); BOOST_CHECK_EQUAL(points.range_score(begin, begin), 0); BOOST_CHECK_EQUAL(points.range_score(begin, end), 128); BOOST_CHECK_EQUAL(points.range_score(begin + 1, end - 1), 28); } BOOST_AUTO_TEST_CASE(colour_set_is_correct_for_five_fret) { std::vector<SightRead::Note> notes { make_chord( 0, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}}), make_note(176, 100, SightRead::FIVE_FRET_YELLOW), make_note(500, 0, SightRead::FIVE_FRET_BLUE)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; const auto begin = points.cbegin(); const auto end = points.cend(); BOOST_CHECK_EQUAL(points.colour_set(begin), "GR"); BOOST_CHECK_EQUAL(points.colour_set(begin + 1), "Y"); BOOST_CHECK_EQUAL(points.colour_set(end - 1), "B"); } BOOST_AUTO_TEST_CASE(colour_set_is_correct_for_six_fret) { std::vector<SightRead::Note> notes { make_ghl_chord(0, {{SightRead::SIX_FRET_WHITE_LOW, 0}, {SightRead::SIX_FRET_WHITE_MID, 0}}), make_ghl_note(176, 100, SightRead::SIX_FRET_BLACK_HIGH), make_ghl_note(500, 0, SightRead::SIX_FRET_OPEN)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::SixFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; const auto begin = points.cbegin(); const auto end = points.cend(); BOOST_CHECK_EQUAL(points.colour_set(begin), "W1W2"); BOOST_CHECK_EQUAL(points.colour_set(begin + 1), "B3"); BOOST_CHECK_EQUAL(points.colour_set(end - 1), "open"); } BOOST_AUTO_TEST_CASE(colour_set_is_correct_for_drums) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_RED), make_drum_note(0, SightRead::DRUM_YELLOW, SightRead::FLAGS_CYMBAL), make_drum_note(176, SightRead::DRUM_BLUE, SightRead::FLAGS_CYMBAL), make_drum_note(500, SightRead::DRUM_KICK)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); const auto end = points.cend(); BOOST_CHECK_EQUAL(points.colour_set(begin), "R"); BOOST_CHECK_EQUAL(points.colour_set(begin + 1), "Y cymbal"); BOOST_CHECK_EQUAL(points.colour_set(end - 1), "kick"); } BOOST_AUTO_TEST_CASE(double_kicks_only_appear_with_enable_double_kick) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_KICK), make_drum_note(192, SightRead::DRUM_DOUBLE_KICK)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; PointSet single_points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), {false, false, true, false}, ChDrumEngine()}; PointSet double_points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; BOOST_CHECK_EQUAL(single_points.cend() - single_points.cbegin(), 1); BOOST_CHECK_EQUAL(double_points.cend() - double_points.cbegin(), 2); } BOOST_AUTO_TEST_CASE(single_kicks_are_removed_with_disable_kick) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_DOUBLE_KICK), make_drum_note(192, SightRead::DRUM_KICK)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), {true, true, false, false}, ChDrumEngine()}; BOOST_CHECK_EQUAL(points.cend() - points.cbegin(), 1); BOOST_CHECK_EQUAL(points.cbegin()->value, 50); } BOOST_AUTO_TEST_CASE(disable_kick_doesnt_kill_sp_phrases) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_RED), make_drum_note(192, SightRead::DRUM_KICK)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {200}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), {false, true, false, false}, ChDrumEngine()}; BOOST_TEST(points.cbegin()->is_sp_granting_note); } BOOST_AUTO_TEST_CASE(double_kicks_dont_kill_phrases) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_RED), make_drum_note(192, SightRead::DRUM_DOUBLE_KICK)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {200}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), {false, false, false, false}, ChDrumEngine()}; BOOST_TEST(points.cbegin()->is_sp_granting_note); } BOOST_AUTO_TEST_CASE(activation_notes_are_marked_with_drum_fills) { std::vector<SightRead::Note> notes {make_drum_note(0), make_drum_note(192), make_drum_note(385), make_drum_note(576)}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {384}, SightRead::Tick {5}}}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; track.drum_fills(fills); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); BOOST_TEST(!begin->fill_start.has_value()); BOOST_TEST(!(begin + 1)->fill_start.has_value()); BOOST_CHECK_CLOSE((begin + 2)->fill_start->value(), 1.0, 0.0001); BOOST_TEST(!(begin + 3)->fill_start.has_value()); } BOOST_AUTO_TEST_CASE(fills_ending_only_in_a_kick_are_not_killed) { std::vector<SightRead::Note> notes { make_drum_note(0), make_drum_note(1, SightRead::DRUM_KICK)}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {0}, SightRead::Tick {2}}}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; track.drum_fills(fills); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), {false, false, false, false}, ChDrumEngine()}; const auto begin = points.cbegin(); BOOST_TEST(!begin->fill_start.has_value()); BOOST_TEST((begin + 1)->fill_start.has_value()); } BOOST_AUTO_TEST_CASE(fills_ending_only_in_a_double_kick_are_not_killed) { std::vector<SightRead::Note> notes { make_drum_note(0), make_drum_note(1, SightRead::DRUM_DOUBLE_KICK)}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {0}, SightRead::Tick {2}}}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; track.drum_fills(fills); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); BOOST_TEST(!begin->fill_start.has_value()); BOOST_TEST((begin + 1)->fill_start.has_value()); } BOOST_AUTO_TEST_CASE( fills_ending_in_a_multi_note_have_the_activation_attached_to_the_first_note) { std::vector<SightRead::Note> notes { make_drum_note(0), make_drum_note(0, SightRead::DRUM_KICK)}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {0}, SightRead::Tick {2}}}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; track.drum_fills(fills); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); const auto fill_start = begin->fill_start; BOOST_CHECK(fill_start.has_value()); BOOST_CHECK_CLOSE(fill_start->value(), 0.0, 0.0001); BOOST_TEST(!(begin + 1)->fill_start.has_value()); } BOOST_AUTO_TEST_CASE(fills_are_attached_to_the_nearest_ending_point) { std::vector<SightRead::Note> notes {make_drum_note(0), make_drum_note(192), make_drum_note(370), make_drum_note(384)}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {0}, SightRead::Tick {2}}, {SightRead::Tick {193}, SightRead::Tick {5}}, {SightRead::Tick {377}, SightRead::Tick {4}}}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; track.drum_fills(fills); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); BOOST_TEST(begin->fill_start.has_value()); BOOST_TEST((begin + 1)->fill_start.has_value()); BOOST_TEST(!(begin + 2)->fill_start.has_value()); BOOST_TEST((begin + 3)->fill_start.has_value()); } BOOST_AUTO_TEST_CASE(fills_attach_to_later_point_in_case_of_a_tie) { std::vector<SightRead::Note> notes {make_drum_note(0), make_drum_note(192)}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {0}, SightRead::Tick {96}}}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; track.drum_fills(fills); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); BOOST_TEST(!begin->fill_start.has_value()); BOOST_TEST((begin + 1)->fill_start.has_value()); } BOOST_AUTO_TEST_CASE(cymbals_get_extra_points) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_YELLOW, SightRead::FLAGS_CYMBAL)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); BOOST_CHECK_EQUAL(begin->value, 65); } BOOST_AUTO_TEST_CASE(dynamics_get_double_points) { std::vector<SightRead::Note> notes { make_drum_note(0, SightRead::DRUM_RED, SightRead::FLAGS_GHOST), make_drum_note(192, SightRead::DRUM_RED, SightRead::FLAGS_ACCENT), make_drum_note(384, SightRead::DRUM_RED), make_drum_note(576, SightRead::DRUM_YELLOW, static_cast<SightRead::NoteFlags>( SightRead::FLAGS_CYMBAL | SightRead::FLAGS_GHOST)), make_drum_note(768, SightRead::DRUM_YELLOW, static_cast<SightRead::NoteFlags>( SightRead::FLAGS_CYMBAL | SightRead::FLAGS_ACCENT)), make_drum_note(960, SightRead::DRUM_YELLOW, SightRead::FLAGS_CYMBAL)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::Drums, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine()}; const auto begin = points.cbegin(); BOOST_CHECK_EQUAL(begin->value, 100); BOOST_CHECK_EQUAL((begin + 1)->value, 100); BOOST_CHECK_EQUAL((begin + 2)->value, 50); BOOST_CHECK_EQUAL((begin + 3)->value, 130); BOOST_CHECK_EQUAL((begin + 4)->value, 130); BOOST_CHECK_EQUAL((begin + 5)->value, 65); } BOOST_AUTO_TEST_SUITE(first_after_current_phrase_works_correctly) BOOST_AUTO_TEST_CASE(returns_next_point_outside_of_sp) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; const auto begin = points.cbegin(); BOOST_CHECK_EQUAL(points.first_after_current_phrase(begin), std::next(begin)); } BOOST_AUTO_TEST_CASE(returns_next_point_outside_current_sp_for_overlap_engine) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {200}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; const auto begin = points.cbegin(); BOOST_CHECK_EQUAL(points.first_after_current_phrase(begin), begin + 2); } BOOST_AUTO_TEST_CASE(returns_next_point_always_next_for_non_overlap_engine) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {200}}}; SightRead::NoteTrack track {notes, phrases, SightRead::TrackType::FiveFret, std::make_unique<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; const auto begin = points.cbegin(); BOOST_CHECK_EQUAL(points.first_after_current_phrase(begin), begin + 1); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(fortnite_notes_have_individual_split_points) { std::vector<SightRead::Note> notes { make_note(0, 0, SightRead::FIVE_FRET_GREEN), make_note(0, 0, SightRead::FIVE_FRET_RED)}; SightRead::NoteTrack track {notes, {}, SightRead::TrackType::FortniteFestival, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::OdBeat}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), FortniteGuitarEngine()}; BOOST_CHECK_EQUAL(std::distance(points.cbegin(), points.cend()), 2); }

57,632

C++

.cpp

1,297

31.629915

80

0.543736

GenericMadScientist/CHOpt

33

4

5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,755

optimiser_unittest.cpp

GenericMadScientist_CHOpt/tests/optimiser_unittest.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <algorithm> #include <cstdlib> #include <iterator> #include <boost/test/unit_test.hpp> #include "optimiser.hpp" #include "test_helpers.hpp" namespace { const std::atomic<bool> term_bool {false}; } BOOST_AUTO_TEST_SUITE(overlap_guitar_paths) BOOST_AUTO_TEST_CASE(simplest_song_with_a_non_empty_path) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 2, points.cbegin() + 2, SightRead::Beat {0.0}, SightRead::Beat {2.0}, SightRead::Beat {18.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 50); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_CASE(simplest_song_with_multiple_acts) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_chord(384, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}}), make_note(3840), make_note(4032), make_chord(10368, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}})}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {3840}, SightRead::Tick {50}}, {SightRead::Tick {4032}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 2, points.cbegin() + 2, SightRead::Beat {0.0}, SightRead::Beat {2.0}, SightRead::Beat {18.0}}, {points.cbegin() + 5, points.cbegin() + 5, SightRead::Beat {0.0}, SightRead::Beat {54.0}, SightRead::Beat {70.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 300); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_CASE(simplest_song_with_an_act_containing_more_than_one_note) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(576)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {2.0}, SightRead::Beat {18.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 100); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_CASE(simplest_song_with_an_act_that_must_go_as_long_as_possible) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(3360)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {2.0}, SightRead::Beat {18.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 100); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_CASE(simplest_song_where_greedy_algorithm_fails) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_chord( 3840, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}})}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 3, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {20.0}, SightRead::Beat {36.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 100); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_CASE(simplest_song_where_a_phrase_must_be_hit_early) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(3224), make_note(9378), make_note(15714), make_note(15715)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {3224}, SightRead::Tick {50}}, {SightRead::Tick {9378}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 2, points.cbegin() + 2, SightRead::Beat {0.0}, SightRead::Beat {0.8958}, SightRead::Beat {16.8958}}, {points.cbegin() + 5, points.cbegin() + 6, SightRead::Beat {0.0}, SightRead::Beat {81.84375}, SightRead::Beat {97.84375}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 150); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } // Naively the ideal path would be 2-1, but we have to squeeze the last SP // phrase early for the 2 to work and this makes the 1 impossible. So the // optimal path is really 3. BOOST_AUTO_TEST_CASE(simplest_song_where_activations_ending_late_matter) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(3234, 1440), make_note(10944), make_note(10945), make_note(10946), make_note(10947), make_note(10948), make_note(10949), make_note(10950), make_note(10951), make_note(10952), make_note(10953)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {3234}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 750); BOOST_CHECK_EQUAL(opt_path.activations.size(), 1); } // There was a bug where sustains at the start of an SP phrase right after an // activation/start of song had their early whammy discounted, if that note // didn't also grant SP. This affected a squeeze in GH3 Cult of Personality. // This test is to catch that. BOOST_AUTO_TEST_CASE(early_whammy_at_start_of_an_sp_phrase_is_always_counted) { std::vector<SightRead::Note> notes {make_note(0, 1420), make_note(1500), make_note(1600)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1550}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 50); BOOST_CHECK_EQUAL(opt_path.activations.size(), 1); } // There was a bug where an activation on a note right after an SP sustain could // double count the whammy available between the burst at the end of the sustain // and the note. This affected a squeeze in Epidox, making chopt think you could // squeeze from the O right before Robotic Buildup to a B in the next section. BOOST_AUTO_TEST_CASE( whammy_just_before_the_activation_point_is_not_double_counted) { std::vector<SightRead::Note> notes {make_note(192, 1440), make_note(1632), make_note(6336)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {192}, SightRead::Tick {1}}, {SightRead::Tick {1632}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_LT(opt_path.score_boost, 100); } // There was a bug where an activation on a note right after an SP sustain could // be drawn starting right after the tick burst, rather than the proper place. // An example is the last activation of Gamer National Anthem in CSC August // 2020. BOOST_AUTO_TEST_CASE(activation_right_after_a_sp_sustain_is_drawn_correctly) { std::vector<SightRead::Note> notes {make_note(0, 1488), make_note(2880, 3264)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_GE(opt_path.activations[0].sp_start.value(), 15.0); } BOOST_AUTO_TEST_CASE(songs_ending_in_es1_are_pathed_correctly) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(384), make_note(576), make_note(768), make_note(4032), make_note(4224)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {4032}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 150); BOOST_CHECK_EQUAL(opt_path.activations.size(), 1); } BOOST_AUTO_TEST_CASE(compressed_whammy_is_specified_correctly) { std::vector<SightRead::Note> notes { make_note(192, 192), make_note(672), make_chord(1000, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}}), make_note(3840), make_note(9984), make_chord(10176, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}})}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {672}, SightRead::Tick {50}}, {SightRead::Tick {3840}, SightRead::Tick {50}}, {SightRead::Tick {9984}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); const auto& act = opt_path.activations[0]; BOOST_CHECK_EQUAL(opt_path.score_boost, 300); BOOST_CHECK_EQUAL(opt_path.activations.size(), 2); BOOST_CHECK_GT(act.whammy_end.value(), 1.06); BOOST_CHECK_LT(act.whammy_end.value(), 1.74); BOOST_CHECK_LT(act.sp_start.value(), 3.6); } BOOST_AUTO_TEST_CASE(acts_covering_the_last_note_do_not_compress_whammy) { std::vector<SightRead::Note> notes {make_note(0, 1536), make_note(1728)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); const auto& act = opt_path.activations[0]; BOOST_CHECK_GT(act.whammy_end.value(), 16.0); } BOOST_AUTO_TEST_CASE(use_next_point_to_work_out_compressed_whammy) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_chord(384, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}}), make_note(3350), make_note(3360), make_note(9504), make_chord(9696, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}})}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {3350}, SightRead::Tick {50}}, {SightRead::Tick {9504}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); const auto& act = opt_path.activations[0]; BOOST_CHECK_GT(act.whammy_end.value(), 17.45); } // There was a bug where an activation after an SP sustain that comes after an // act with a forbidden squeeze would be shown to have ticks possible on the // forbidden squeeze even if ticks were not possible. An example is given by the // path for EON BREAK in CSC December 2019. BOOST_AUTO_TEST_CASE(forbidden_squeeze_does_not_grant_extra_whammy_next_act) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(768), make_note(3840, 192), make_note(4224), make_note(19200, 192), make_note(38400), make_note(41990)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}, {SightRead::Tick {3840}, SightRead::Tick {576}}, {SightRead::Tick {19200}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 200); } // This isn't terribly well-defined. The heuristic is to still do a greedy // approach but to pick the easiest activation at any point given a tie. The // test is just enough to spot a difference between that and simple greedy. BOOST_AUTO_TEST_CASE(easier_activations_are_chosen_where_possible) { std::vector<SightRead::Note> notes {make_note(0), make_note(192), make_note(384), make_note(3504), make_note(9600), make_note(12672)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_GT(opt_path.activations[0].sp_start.value(), 20.0); } // There was a bug where EW could be obtained from a note before the note was // hit. This came up in xOn Our Kneesx from CSC November 2020, where this makes // CHOpt believe you can activate before the GY note and get an extra 300 // points. BOOST_AUTO_TEST_CASE( early_whammy_from_a_note_cannot_be_obtained_until_the_note_is_hit) { std::vector<SightRead::Note> notes {make_note(0, 1392), make_note(1536, 192)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {1536}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 28); } // Video lag can cause a hold point to be the first point in a song. If this // happens then we cannot use std::prev on the iterator for the first point, so // we must check this before calling std::prev. BOOST_AUTO_TEST_CASE(does_not_crash_with_positive_video_lag) { std::vector<SightRead::Note> notes {make_note(192, 192)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {192}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, {1.0, 1.0, SightRead::Second {0.0}, SightRead::Second {0.1}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 0); } BOOST_AUTO_TEST_CASE(whammy_delay_is_handled_correctly) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_note(768), make_note(3840, 1420), make_note(5376), make_note(13056), make_note(13248), make_note(13440), make_note(13632), make_note(13824), make_note(14016), make_note(14208)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}, {SightRead::Tick {3840}, SightRead::Tick {1728}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, {1.0, 1.0, SightRead::Second {0.0}, SightRead::Second {0.0}, SightRead::Second {0.1}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.1)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.activations.size(), 2); BOOST_CHECK_EQUAL(opt_path.score_boost, 550); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(drum_paths) BOOST_AUTO_TEST_CASE(drum_paths_can_only_activate_on_activation_notes) { std::vector<SightRead::Note> notes {make_drum_note(0), make_drum_note(192), make_drum_note(3000), make_drum_note(4000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {3900}, SightRead::Tick {101}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; note_track.drum_fills(fills); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.activations.size(), 1); BOOST_CHECK_EQUAL(opt_path.score_boost, 50); } BOOST_AUTO_TEST_CASE( drum_paths_cant_activate_way_earlier_than_an_activation_note) { std::vector<SightRead::Note> notes { make_drum_note(0), make_drum_note(192), make_drum_note(3840), make_drum_note(3940), make_drum_note(4040), make_drum_note(17000), make_drum_note(20000), make_drum_note(20100)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}, {SightRead::Tick {4040}, SightRead::Tick {1}}, {SightRead::Tick {17000}, SightRead::Tick {1}}}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {3830}, SightRead::Tick {20}}, {SightRead::Tick {19990}, SightRead::Tick {20}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; note_track.drum_fills(fills); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.activations.size(), 1); BOOST_CHECK_EQUAL(opt_path.score_boost, 150); } BOOST_AUTO_TEST_CASE(drum_reverse_squeezes_are_drawn_properly) { std::vector<SightRead::Note> notes { make_drum_note(0), make_drum_note(192), make_drum_note(19200), make_drum_note(22232), make_drum_note(22260), make_drum_note(90000), make_drum_note(90100), make_drum_note(90200)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}, {SightRead::Tick {22232}, SightRead::Tick {1}}, {SightRead::Tick {22260}, SightRead::Tick {1}}}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {19190}, SightRead::Tick {20}}, {SightRead::Tick {89990}, SightRead::Tick {20}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; note_track.drum_fills(fills); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.activations.size(), 2); BOOST_CHECK_GT(opt_path.activations[0].sp_start.value(), 99.8); } BOOST_AUTO_TEST_CASE( drum_activations_can_only_happen_two_seconds_after_getting_sp) { std::vector<SightRead::Note> notes {make_drum_note(0), make_drum_note(192), make_drum_note(800), make_drum_note(1000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {800}, SightRead::Tick {1}}, {SightRead::Tick {1000}, SightRead::Tick {1}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; note_track.drum_fills(fills); ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 50); } BOOST_AUTO_TEST_CASE(drum_activation_delay_is_affected_by_speed) { std::vector<SightRead::Note> notes {make_drum_note(0), make_drum_note(192), make_drum_note(800), make_drum_note(1000)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {1}}, {SightRead::Tick {192}, SightRead::Tick {1}}}; std::vector<SightRead::DrumFill> fills { {SightRead::Tick {800}, SightRead::Tick {1}}, {SightRead::Tick {1000}, SightRead::Tick {1}}}; auto tempo_map = SightRead::TempoMap().speedup(200); auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack note_track {notes, phrases, SightRead::TrackType::Drums, global_data}; note_track.drum_fills(fills); ProcessedSong track {note_track, {tempo_map, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChDrumEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 200, SightRead::Second(0.0)}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 50); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(no_overlap_guitar_paths) BOOST_AUTO_TEST_CASE(simplest_song_where_overlap_matters) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_chord( 384, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}}), make_note(3456), make_note(4224)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {3456}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {2.0}, SightRead::Beat {18.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 150); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_CASE(partial_overlap_doesnt_work) { std::vector<SightRead::Note> notes { make_note(0), make_note(192), make_chord(384, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}}), make_note(3456), make_note(3648), make_note(4224), make_chord(4416, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}})}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {192}, SightRead::Tick {50}}, {SightRead::Tick {3456}, SightRead::Tick {200}}, {SightRead::Tick {4224}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 2, points.cbegin() + 2, SightRead::Beat {0.0}, SightRead::Beat {2.0}, SightRead::Beat {18.0}}, {points.cbegin() + 6, points.cbegin() + 6, SightRead::Beat {0.0}, SightRead::Beat {23.0}, SightRead::Beat {39.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 300); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_CASE(compressed_whammy_considered_even_with_maxable_sp) { std::vector<SightRead::Note> notes { make_note(0, 3072), make_note(9600), make_note(10368), make_chord(11136, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}}), make_chord(15744, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}}), make_note(15936), make_note(23616), make_chord(24384, {{SightRead::FIVE_FRET_GREEN, 0}, {SightRead::FIVE_FRET_RED, 0}, {SightRead::FIVE_FRET_YELLOW, 0}})}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {9600}, SightRead::Tick {800}}, {SightRead::Tick {15936}, SightRead::Tick {50}}, {SightRead::Tick {23616}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::Measure}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cend() - 5, points.cend() - 4, SightRead::Beat {0.0}, SightRead::Beat {54.0}, SightRead::Beat {83.0}}, {points.cend() - 1, points.cend() - 1, SightRead::Beat {0.0}, SightRead::Beat {127.0}, SightRead::Beat {143.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 450); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(quarter_bar_activations_are_possible_on_fortnite_engine) { std::vector<SightRead::Note> notes {make_note(0), make_note(192)}; std::vector<SightRead::StarPower> phrases { {SightRead::Tick {0}, SightRead::Tick {50}}}; SightRead::NoteTrack note_track { notes, phrases, SightRead::TrackType::FortniteFestival, std::make_shared<SightRead::SongGlobalData>()}; ProcessedSong track {note_track, {{}, SpMode::OdBeat}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), FortniteGuitarEngine(), {}, {}}; Optimiser optimiser {&track, &term_bool, 100, SightRead::Second(0.0)}; const auto& points = track.points(); std::vector<Activation> optimal_acts { {points.cbegin() + 1, points.cbegin() + 1, SightRead::Beat {0.0}, SightRead::Beat {1.0}, SightRead::Beat {9.0}}}; const auto opt_path = optimiser.optimal_path(); BOOST_CHECK_EQUAL(opt_path.score_boost, 36); BOOST_CHECK_EQUAL_COLLECTIONS(opt_path.activations.cbegin(), opt_path.activations.cend(), optimal_acts.cbegin(), optimal_acts.cend()); }

42,546

C++

.cpp

870

37.211494

80

0.578112

GenericMadScientist/CHOpt

33

4

5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,756

stringutil_unittest.cpp

GenericMadScientist_CHOpt/tests/stringutil_unittest.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <stdexcept> #include <boost/test/unit_test.hpp> #include "stringutil.hpp" BOOST_AUTO_TEST_CASE(break_off_newline_works_correctly) { std::string_view data = "Hello\nThe\rre\r\nWorld!"; BOOST_CHECK_EQUAL(break_off_newline(data), "Hello"); BOOST_CHECK_EQUAL(data, "The\rre\r\nWorld!"); BOOST_CHECK_EQUAL(break_off_newline(data), "The\rre"); BOOST_CHECK_EQUAL(data, "World!"); } BOOST_AUTO_TEST_CASE(skip_whitespace_works_correctly) { BOOST_CHECK_EQUAL(skip_whitespace("Hello"), "Hello"); BOOST_CHECK_EQUAL(skip_whitespace(" Hello"), "Hello"); BOOST_CHECK_EQUAL(skip_whitespace("H ello"), "H ello"); } BOOST_AUTO_TEST_CASE(to_utf8_string_strips_utf8_bom) { const std::string text {"\xEF\xBB\xBF\x6E"}; BOOST_CHECK_EQUAL(to_utf8_string(text), "n"); } BOOST_AUTO_TEST_CASE(to_utf8_string_treats_no_bom_string_as_utf8) { const std::string text {"Hello"}; BOOST_CHECK_EQUAL(to_utf8_string(text), "Hello"); } BOOST_AUTO_TEST_CASE(to_utf8_string_correctly_converts_from_utf16le_to_utf8) { const std::string text { "\xFF\xFE\x6E\x00\x61\x00\x6D\x00\x65\x00\x3D\x00\x54\x00\x65\x00\x73" "\x00\x74\x00", 20}; BOOST_CHECK_EQUAL(to_utf8_string(text), "name=Test"); } BOOST_AUTO_TEST_CASE(to_utf8_string_correctly_converts_from_latin_1_strings) { const std::string text {"\xE9\x30"}; BOOST_CHECK_EQUAL(to_utf8_string(text), "Ã©0"); } BOOST_AUTO_TEST_CASE(to_ordinal_works_correctly) { BOOST_CHECK_EQUAL(to_ordinal(0), "0th"); BOOST_CHECK_EQUAL(to_ordinal(1), "1st"); BOOST_CHECK_EQUAL(to_ordinal(2), "2nd"); BOOST_CHECK_EQUAL(to_ordinal(3), "3rd"); BOOST_CHECK_EQUAL(to_ordinal(4), "4th"); BOOST_CHECK_EQUAL(to_ordinal(11), "11th"); BOOST_CHECK_EQUAL(to_ordinal(12), "12th"); BOOST_CHECK_EQUAL(to_ordinal(13), "13th"); BOOST_CHECK_THROW([&] { return to_ordinal(-1); }(), std::exception); }

2,690

C++

.cpp

69

35.73913

78

0.704912

GenericMadScientist/CHOpt

33

4

5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,757

imagebuilder_unittest.cpp

GenericMadScientist_CHOpt/tests/imagebuilder_unittest.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <cstdlib> #include <iostream> #include <boost/test/unit_test.hpp> #include "test_helpers.hpp" namespace boost::test_tools::tt_detail { template <> struct print_log_value<std::tuple<double, double>> { void operator()(std::ostream& stream, const std::tuple<double, double>& tuple) { const auto& [first, second] = tuple; stream << '{' << first << ", " << second << '}'; } }; template <> struct print_log_value<std::tuple<double, std::string>> { void operator()(std::ostream& stream, const std::tuple<double, std::string>& tuple) { const auto& [first, second] = tuple; stream << '{' << first << ", " << second << '}'; } }; template <> struct print_log_value<std::tuple<double, int, int>> { void operator()(std::ostream& stream, const std::tuple<double, int, int>& tuple) { const auto& [first, second, third] = tuple; stream << '{' << first << ", " << second << ", " << third << '}'; } }; } namespace { DrawnNote make_drawn_note(double position, double length = 0.0, SightRead::FiveFretNotes colour = SightRead::FIVE_FRET_GREEN) { DrawnNote note {}; note.beat = position; note.note_flags = SightRead::FLAGS_FIVE_FRET_GUITAR; note.lengths.fill(-1.0); note.lengths.at(colour) = length; note.is_sp_note = false; return note; } DrawnNote make_drawn_sp_note(double position, double length = 0.0, SightRead::FiveFretNotes colour = SightRead::FIVE_FRET_GREEN) { DrawnNote note {}; note.beat = position; note.note_flags = SightRead::FLAGS_FIVE_FRET_GUITAR; note.lengths.fill(-1.0); note.lengths.at(colour) = length; note.is_sp_note = true; return note; } DrawnNote make_drawn_ghl_note(double position, double length = 0.0, SightRead::SixFretNotes colour = SightRead::SIX_FRET_WHITE_LOW) { DrawnNote note {}; note.beat = position; note.note_flags = SightRead::FLAGS_SIX_FRET_GUITAR; note.lengths.fill(-1.0); note.lengths.at(colour) = length; note.is_sp_note = false; return note; } DrawnNote make_drawn_drum_note(double position, SightRead::DrumNotes colour = SightRead::DRUM_RED, SightRead::NoteFlags flags = SightRead::FLAGS_NONE) { DrawnNote note {}; note.beat = position; note.note_flags = static_cast<SightRead::NoteFlags>(flags | SightRead::FLAGS_DRUMS); note.lengths.fill(-1.0); note.lengths.at(colour) = 0.0; note.is_sp_note = false; return note; } } namespace SightRead { std::ostream& operator<<(std::ostream& stream, Difficulty difficulty) { stream << static_cast<int>(difficulty); return stream; } std::ostream& operator<<(std::ostream& stream, TrackType track_type) { stream << static_cast<int>(track_type); return stream; } } BOOST_AUTO_TEST_SUITE(track_type_is_stored_correctly) BOOST_AUTO_TEST_CASE(five_fret_gets_the_right_track_type) { SightRead::NoteTrack track {{}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; BOOST_CHECK_EQUAL(builder.track_type(), SightRead::TrackType::FiveFret); } BOOST_AUTO_TEST_CASE(six_fret_gets_the_right_track_type) { SightRead::NoteTrack track {{}, {}, SightRead::TrackType::SixFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; BOOST_CHECK_EQUAL(builder.track_type(), SightRead::TrackType::SixFret); } BOOST_AUTO_TEST_CASE(drums_gets_the_right_track_type) { SightRead::NoteTrack track {{}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; BOOST_CHECK_EQUAL(builder.track_type(), SightRead::TrackType::Drums); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(notes_are_handled_correctly) BOOST_AUTO_TEST_CASE(non_sp_non_sustains_are_handled_correctly) { SightRead::NoteTrack track { {make_note(0), make_note(768, 0, SightRead::FIVE_FRET_RED)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnNote> expected_notes { make_drawn_note(0), make_drawn_note(4, 0, SightRead::FIVE_FRET_RED)}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.notes().cbegin(), builder.notes().cend(), expected_notes.cbegin(), expected_notes.cend()); } BOOST_AUTO_TEST_CASE(sustains_are_handled_correctly) { SightRead::NoteTrack track {{make_note(0, 96)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnNote> expected_notes {make_drawn_note(0, 0.5)}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.notes().cbegin(), builder.notes().cend(), expected_notes.cbegin(), expected_notes.cend()); } BOOST_AUTO_TEST_CASE(sp_notes_are_recorded) { SightRead::NoteTrack track { {make_note(0), make_note(768)}, {{SightRead::Tick {768}, SightRead::Tick {100}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnNote> expected_notes {make_drawn_note(0), make_drawn_sp_note(4)}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.notes().cbegin(), builder.notes().cend(), expected_notes.cbegin(), expected_notes.cend()); } BOOST_AUTO_TEST_CASE(six_fret_notes_are_handled_correctly) { SightRead::NoteTrack track { {make_ghl_note(0), make_ghl_note(768, 0, SightRead::SIX_FRET_BLACK_HIGH)}, {}, SightRead::TrackType::SixFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnNote> expected_notes { make_drawn_ghl_note(0), make_drawn_ghl_note(4, 0, SightRead::SIX_FRET_BLACK_HIGH)}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.notes().cbegin(), builder.notes().cend(), expected_notes.cbegin(), expected_notes.cend()); } BOOST_AUTO_TEST_CASE(drum_notes_are_handled_correctly) { SightRead::NoteTrack track { {make_drum_note(0), make_drum_note(768, SightRead::DRUM_YELLOW, SightRead::FLAGS_CYMBAL)}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnNote> expected_notes { make_drawn_drum_note(0), make_drawn_drum_note(4, SightRead::DRUM_YELLOW, SightRead::FLAGS_CYMBAL)}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.notes().cbegin(), builder.notes().cend(), expected_notes.cbegin(), expected_notes.cend()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(drawn_rows_are_handled_correctly) BOOST_AUTO_TEST_CASE(simple_four_four_is_handled_correctly) { SightRead::NoteTrack track {{make_note(2880)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnRow> expected_rows {{0.0, 16.0}}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.rows().cbegin(), builder.rows().cend(), expected_rows.cbegin(), expected_rows.cend()); } BOOST_AUTO_TEST_CASE(three_x_time_sigs_are_handled) { SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 4, 4}, {SightRead::Tick {768}, 3, 4}, {SightRead::Tick {1344}, 3, 8}, {SightRead::Tick {1632}, 4, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(2450)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnRow> expected_rows {{0.0, 12.5}, {12.5, 16.5}}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.rows().cbegin(), builder.rows().cend(), expected_rows.cbegin(), expected_rows.cend()); } BOOST_AUTO_TEST_CASE(time_signature_changes_off_measure_are_coped_with) { SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 4, 4}, {SightRead::Tick {767}, 3, 4}, {SightRead::Tick {1344}, 3, 8}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(768)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnRow> expected_rows {{0.0, 7.0}}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.rows().cbegin(), builder.rows().cend(), expected_rows.cbegin(), expected_rows.cend()); } BOOST_AUTO_TEST_CASE(x_four_for_x_gt_16_is_handled) { SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 17, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(0)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<DrawnRow> expected_rows {{0.0, 16.0}, {16.0, 17.0}}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.rows().cbegin(), builder.rows().cend(), expected_rows.cbegin(), expected_rows.cend()); } BOOST_AUTO_TEST_CASE(enough_rows_are_drawn_for_end_of_song_sustains) { SightRead::NoteTrack track {{make_note(0, 3840)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; BOOST_CHECK_EQUAL(builder.rows().size(), 2); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(beat_lines_are_correct) BOOST_AUTO_TEST_CASE(four_four_works_fine) { SightRead::NoteTrack track {{make_note(767)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<double> expected_half_beat_lines {0.5, 1.5, 2.5, 3.5}; std::vector<double> expected_beat_lines {1.0, 2.0, 3.0}; std::vector<double> expected_measure_lines {0.0, 4.0}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.half_beat_lines().cbegin(), builder.half_beat_lines().cend(), expected_half_beat_lines.cbegin(), expected_half_beat_lines.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.beat_lines().cbegin(), builder.beat_lines().cend(), expected_beat_lines.cbegin(), expected_beat_lines.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.measure_lines().cbegin(), builder.measure_lines().cend(), expected_measure_lines.cbegin(), expected_measure_lines.cend()); } BOOST_AUTO_TEST_CASE(four_eight_works_fine) { SightRead::TempoMap tempo_map {{{SightRead::Tick {0}, 4, 8}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(767)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<double> expected_half_beat_lines {0.25, 0.75, 1.25, 1.75, 2.25, 2.75, 3.25, 3.75}; std::vector<double> expected_beat_lines {0.5, 1.0, 1.5, 2.5, 3.0, 3.5}; std::vector<double> expected_measure_lines {0.0, 2.0, 4.0}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.half_beat_lines().cbegin(), builder.half_beat_lines().cend(), expected_half_beat_lines.cbegin(), expected_half_beat_lines.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.beat_lines().cbegin(), builder.beat_lines().cend(), expected_beat_lines.cbegin(), expected_beat_lines.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.measure_lines().cbegin(), builder.measure_lines().cend(), expected_measure_lines.cbegin(), expected_measure_lines.cend()); } BOOST_AUTO_TEST_CASE(combination_of_four_four_and_four_eight_works_fine) { SightRead::TempoMap tempo_map { {{SightRead::Tick {0}, 4, 4}, {SightRead::Tick {768}, 4, 8}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(1151)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; std::vector<double> expected_half_beat_lines {0.5, 1.5, 2.5, 3.5, 4.25, 4.75, 5.25, 5.75}; std::vector<double> expected_beat_lines {1.0, 2.0, 3.0, 4.5, 5.0, 5.5}; std::vector<double> expected_measure_lines {0.0, 4.0, 6.0}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.half_beat_lines().cbegin(), builder.half_beat_lines().cend(), expected_half_beat_lines.cbegin(), expected_half_beat_lines.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.beat_lines().cbegin(), builder.beat_lines().cend(), expected_beat_lines.cbegin(), expected_beat_lines.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.measure_lines().cbegin(), builder.measure_lines().cend(), expected_measure_lines.cbegin(), expected_measure_lines.cend()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(time_signatures_are_handled_correctly) BOOST_AUTO_TEST_CASE(normal_time_signatures_are_handled_correctly) { SightRead::TempoMap tempo_map { {{SightRead::Tick {0}, 4, 4}, {SightRead::Tick {768}, 4, 8}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(1920)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_time_sigs(tempo_map); std::vector<std::tuple<double, int, int>> expected_time_sigs {{0.0, 4, 4}, {4.0, 4, 8}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.time_sigs().cbegin(), builder.time_sigs().cend(), expected_time_sigs.cbegin(), expected_time_sigs.cend()); } BOOST_AUTO_TEST_CASE(time_sig_changes_past_the_end_of_the_song_are_removed) { SightRead::TempoMap tempo_map { {{SightRead::Tick {0}, 4, 4}, {SightRead::Tick {1920}, 3, 4}}, {}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(768)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_time_sigs(tempo_map); BOOST_CHECK_EQUAL(builder.time_sigs().size(), 1); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(tempos_are_handled_correctly) BOOST_AUTO_TEST_CASE(normal_tempos_are_handled_correctly) { SightRead::TempoMap tempo_map {{}, {{SightRead::Tick {0}, 150000}, {SightRead::Tick {384}, 120000}, {SightRead::Tick {768}, 200000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(1920)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_bpms(tempo_map); std::vector<std::tuple<double, double>> expected_bpms { {0.0, 150.0}, {2.0, 120.0}, {4.0, 200.0}}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.bpms().cbegin(), builder.bpms().cend(), expected_bpms.cbegin(), expected_bpms.cend()); } BOOST_AUTO_TEST_CASE(tempo_changes_past_the_end_of_the_song_are_removed) { SightRead::TempoMap tempo_map { {}, {{SightRead::Tick {0}, 120000}, {SightRead::Tick {1920}, 200000}}, {}, 192}; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->tempo_map(tempo_map); SightRead::NoteTrack track { {make_note(768)}, {}, SightRead::TrackType::FiveFret, global_data}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_bpms(tempo_map); BOOST_CHECK_EQUAL(builder.bpms().size(), 1); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(normal_speed) { SightRead::NoteTrack track {{make_note(0)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SightRead::SongGlobalData global_data; global_data.name("TestName"); global_data.artist("GMS"); global_data.charter("NotGMS"); ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_song_header(global_data); BOOST_CHECK_EQUAL(builder.song_name(), "TestName"); BOOST_CHECK_EQUAL(builder.artist(), "GMS"); BOOST_CHECK_EQUAL(builder.charter(), "NotGMS"); } BOOST_AUTO_TEST_SUITE(green_sp_ranges) BOOST_AUTO_TEST_CASE(green_ranges_for_sp_phrases_are_added_correctly) { SightRead::NoteTrack track { {make_note(960), make_note(1344, 96)}, {{SightRead::Tick {768}, SightRead::Tick {384}}, {SightRead::Tick {1200}, SightRead::Tick {150}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_phrases(track, {}, Path {}); std::vector<std::tuple<double, double>> expected_green_ranges {{5.0, 5.1}, {7.0, 7.5}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.green_ranges().cbegin(), builder.green_ranges().cend(), expected_green_ranges.cbegin(), expected_green_ranges.cend()); } BOOST_AUTO_TEST_CASE(green_ranges_have_a_minimum_size) { SightRead::NoteTrack track { {make_note(768)}, {{SightRead::Tick {768}, SightRead::Tick {384}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_phrases(track, {}, Path {}); std::vector<std::tuple<double, double>> expected_green_ranges {{4.0, 4.1}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.green_ranges().cbegin(), builder.green_ranges().cend(), expected_green_ranges.cbegin(), expected_green_ranges.cend()); } BOOST_AUTO_TEST_CASE(green_ranges_for_six_fret_sp_phrases_are_added_correctly) { SightRead::NoteTrack track { {make_ghl_note(960), make_ghl_note(1344, 96)}, {{SightRead::Tick {768}, SightRead::Tick {384}}, {SightRead::Tick {1200}, SightRead::Tick {150}}}, SightRead::TrackType::SixFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_phrases(track, {}, Path {}); std::vector<std::tuple<double, double>> expected_green_ranges {{5.0, 5.1}, {7.0, 7.5}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.green_ranges().cbegin(), builder.green_ranges().cend(), expected_green_ranges.cbegin(), expected_green_ranges.cend()); } BOOST_AUTO_TEST_CASE(green_ranges_for_drums_sp_phrases_are_added_correctly) { SightRead::NoteTrack track { {make_drum_note(960), make_drum_note(1344)}, {{SightRead::Tick {768}, SightRead::Tick {384}}, {SightRead::Tick {1200}, SightRead::Tick {150}}}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_phrases(track, {}, Path {}); std::vector<std::tuple<double, double>> expected_green_ranges {{5.0, 5.1}, {7.0, 7.1}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.green_ranges().cbegin(), builder.green_ranges().cend(), expected_green_ranges.cbegin(), expected_green_ranges.cend()); } BOOST_AUTO_TEST_CASE(neutralised_green_ranges_are_ommitted_on_non_overlap_games) { SightRead::NoteTrack track { {make_note(0), make_note(768), make_note(3840)}, {{SightRead::Tick {3840}, SightRead::Tick {192}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, false}; Path path { {{points.cbegin() + 1, points.cbegin() + 2, SightRead::Beat {0.05}, SightRead::Beat {4.01}, SightRead::Beat {20.01}}}, 100}; builder.add_sp_phrases(track, {}, path); BOOST_TEST(builder.green_ranges().empty()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(drum_fills_are_drawn_with_add_drum_fills) { SightRead::NoteTrack track {{{make_drum_note(288)}}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; track.drum_fills({{SightRead::Tick {192}, SightRead::Tick {96}}}); ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_drum_fills(track); std::vector<std::tuple<double, double>> expected_fill_ranges {{1.0, 1.5}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.fill_ranges().cbegin(), builder.fill_ranges().cend(), expected_fill_ranges.cbegin(), expected_fill_ranges.cend()); } BOOST_AUTO_TEST_CASE(drum_fills_cannot_be_cancelled_by_a_kick) { SightRead::NoteTrack track {{make_drum_note(288, SightRead::DRUM_KICK)}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; track.drum_fills({{SightRead::Tick {192}, SightRead::Tick {96}}}); ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_drum_fills(track); BOOST_CHECK_EQUAL(builder.fill_ranges().size(), 1); } BOOST_AUTO_TEST_CASE(double_kicks_only_drawn_with_enable_double_kick) { SightRead::NoteTrack track { {make_drum_note(0, SightRead::DRUM_KICK), make_drum_note(192, SightRead::DRUM_DOUBLE_KICK)}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder no_double_builder {track, SightRead::Difficulty::Expert, {false, false, false, false}, false, true}; ImageBuilder double_builder {track, SightRead::Difficulty::Expert, {true, false, false, false}, false, true}; BOOST_CHECK_EQUAL(no_double_builder.notes().size(), 1); BOOST_CHECK_EQUAL(double_builder.notes().size(), 2); } BOOST_AUTO_TEST_CASE(single_kicks_disappear_with_disable_kick) { SightRead::NoteTrack track { {make_drum_note(0, SightRead::DRUM_KICK), make_drum_note(192, SightRead::DRUM_DOUBLE_KICK)}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, {true, true, false, false}, false, true}; BOOST_CHECK_EQUAL(builder.notes().size(), 1); } BOOST_AUTO_TEST_CASE(cymbals_become_toms_with_pro_drums_off) { SightRead::NoteTrack track { {make_drum_note(0, SightRead::DRUM_YELLOW, SightRead::FLAGS_CYMBAL)}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, {true, false, false, false}, false, true}; BOOST_CHECK_EQUAL(builder.notes().size(), 1); BOOST_CHECK_EQUAL(builder.notes().front().note_flags, SightRead::FLAGS_DRUMS); } BOOST_AUTO_TEST_CASE(disco_flip_matters_only_with_pro_drums_on) { SightRead::NoteTrack track { {make_drum_note(192, SightRead::DRUM_YELLOW, SightRead::FLAGS_CYMBAL), make_drum_note(288, SightRead::DRUM_YELLOW)}, {}, SightRead::TrackType::Drums, std::make_shared<SightRead::SongGlobalData>()}; track.disco_flips({{SightRead::Tick {192}, SightRead::Tick {192}}}); ImageBuilder normal_builder {track, SightRead::Difficulty::Expert, {true, false, false, false}, false, true}; ImageBuilder pro_builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; BOOST_CHECK_EQUAL(normal_builder.notes().size(), 2); BOOST_CHECK_EQUAL(normal_builder.notes().front().note_flags, SightRead::FLAGS_DRUMS); BOOST_CHECK_EQUAL(pro_builder.notes().size(), 2); BOOST_CHECK_EQUAL(pro_builder.notes()[0].lengths[SightRead::DRUM_RED], 0); BOOST_CHECK_EQUAL(pro_builder.notes()[1].lengths[SightRead::DRUM_YELLOW], 0); BOOST_CHECK_EQUAL(pro_builder.notes()[1].note_flags, SightRead::FLAGS_DRUMS); } BOOST_AUTO_TEST_CASE(unison_phrases_are_added_correctly) { SightRead::NoteTrack track { {make_note(960), make_note(1344, 96)}, {{SightRead::Tick {768}, SightRead::Tick {384}}, {SightRead::Tick {1200}, SightRead::Tick {150}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_phrases( track, {{SightRead::Tick {768}, SightRead::Tick {384}}}, Path {}); std::vector<std::tuple<double, double>> expected_unison_ranges {{5.0, 5.1}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.unison_ranges().cbegin(), builder.unison_ranges().cend(), expected_unison_ranges.cbegin(), expected_unison_ranges.cend()); } BOOST_AUTO_TEST_SUITE(add_sp_acts_adds_correct_ranges) BOOST_AUTO_TEST_CASE(normal_path_is_drawn_correctly) { SightRead::NoteTrack track {{make_note(0, 96), make_note(192)}, {{SightRead::Tick {0}, SightRead::Tick {50}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; Path path {{{points.cbegin(), points.cend() - 1, SightRead::Beat {0.25}, SightRead::Beat {0.1}, SightRead::Beat {0.9}}}, 0}; builder.add_sp_phrases(track, {}, path); builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_blue_ranges {{0.1, 0.9}}; std::vector<std::tuple<double, double>> expected_red_ranges {{0.0, 0.1}, {0.9, 1.0}}; std::vector<std::tuple<double, double>> expected_yellow_ranges { {0.25, 0.5}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.blue_ranges().cbegin(), builder.blue_ranges().cend(), expected_blue_ranges.cbegin(), expected_blue_ranges.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.red_ranges().cbegin(), builder.red_ranges().cend(), expected_red_ranges.cbegin(), expected_red_ranges.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.yellow_ranges().cbegin(), builder.yellow_ranges().cend(), expected_yellow_ranges.cbegin(), expected_yellow_ranges.cend()); } BOOST_AUTO_TEST_CASE(squeezes_are_only_drawn_when_required) { SightRead::NoteTrack track { {make_note(0), make_note(192), make_note(384), make_note(576)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; Path path { {{points.cbegin(), points.cbegin() + 1, SightRead::Beat {0.25}, SightRead::Beat {0.1}, SightRead::Beat {1.1}}, {points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.25}, SightRead::Beat {2.0}, SightRead::Beat {2.9}}}, 0}; builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_red_ranges {{0.0, 0.1}, {2.9, 3.0}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.red_ranges().cbegin(), builder.red_ranges().cend(), expected_red_ranges.cbegin(), expected_red_ranges.cend()); } BOOST_AUTO_TEST_CASE(blue_ranges_are_cropped_for_reverse_squeezes) { SightRead::NoteTrack track { {make_note(192), make_note(384), make_note(576), make_note(768)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; Path path { {{points.cbegin() + 1, points.cbegin() + 2, SightRead::Beat {5.0}, SightRead::Beat {0.0}, SightRead::Beat {5.0}}}, 0}; builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_blue_ranges {{1.0, 4.0}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.blue_ranges().cbegin(), builder.blue_ranges().cend(), expected_blue_ranges.cbegin(), expected_blue_ranges.cend()); } BOOST_AUTO_TEST_CASE(blue_ranges_are_cropped_by_the_end_of_the_song) { SightRead::NoteTrack track {{make_note(192)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; Path path {{{points.cbegin(), points.cbegin(), SightRead::Beat {0.0}, SightRead::Beat {0.0}, SightRead::Beat {16.0}}}, 0}; builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_blue_ranges {{0.0, 4.0}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.blue_ranges().cbegin(), builder.blue_ranges().cend(), expected_blue_ranges.cbegin(), expected_blue_ranges.cend()); } BOOST_AUTO_TEST_CASE(blue_and_red_ranges_are_shifted_by_video_lag) { SightRead::NoteTrack track {{make_note(0), make_note(192), make_note(384), make_note(576), make_note(768), make_note(1530)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, {1.0, 1.0, SightRead::Second(0.0), SightRead::Second(0.05), SightRead::Second(0.0)}, SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; Path path { {{points.cbegin(), points.cbegin() + 1, SightRead::Beat {0.25}, SightRead::Beat {0.1}, SightRead::Beat {1.1}}, {points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.25}, SightRead::Beat {2.0}, SightRead::Beat {2.9}}, {points.cbegin() + 5, points.cbegin() + 5, SightRead::Beat {0.25}, SightRead::Beat {7.0}, SightRead::Beat {23.0}}}, 0}; std::vector<std::tuple<double, double>> expected_blue_ranges { {0.0, 1.0}, {1.9, 2.8}, {6.9, 8.0}}; std::vector<std::tuple<double, double>> expected_red_ranges {{2.8, 3.0}}; builder.add_sp_acts(points, {}, path); BOOST_CHECK_EQUAL_COLLECTIONS( builder.blue_ranges().cbegin(), builder.blue_ranges().cend(), expected_blue_ranges.cbegin(), expected_blue_ranges.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.red_ranges().cbegin(), builder.red_ranges().cend(), expected_red_ranges.cbegin(), expected_red_ranges.cend()); } BOOST_AUTO_TEST_CASE(green_ranges_do_not_overlap_blue_for_no_overlap_engines) { SightRead::NoteTrack track {{make_note(0, 96), make_note(192)}, {{SightRead::Tick {0}, SightRead::Tick {50}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, false}; Path path {{{points.cbegin() + 1, points.cend() - 1, SightRead::Beat {0.05}, SightRead::Beat {0.1}, SightRead::Beat {0.9}}}, 0}; builder.add_sp_phrases(track, {}, path); builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_green_ranges {{0.0, 0.1}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.green_ranges().cbegin(), builder.green_ranges().cend(), expected_green_ranges.cbegin(), expected_green_ranges.cend()); } BOOST_AUTO_TEST_CASE(almost_overlapped_green_ranges_remain) { SightRead::NoteTrack track { {make_note(0), make_note(768), make_note(3840)}, {{SightRead::Tick {3840}, SightRead::Tick {192}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, false}; Path path { {{points.cbegin() + 1, points.cbegin() + 1, SightRead::Beat {0.05}, SightRead::Beat {4.01}, SightRead::Beat {20.01}}}, 50}; builder.add_sp_phrases(track, {}, path); builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_green_ranges { {20.0, 20.1}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.green_ranges().cbegin(), builder.green_ranges().cend(), expected_green_ranges.cbegin(), expected_green_ranges.cend()); } BOOST_AUTO_TEST_CASE( extra_green_ranges_are_not_discarded_for_no_overlap_engines) { SightRead::NoteTrack track { {make_note(0, 96), make_note(192), make_note(3840)}, {{SightRead::Tick {0}, SightRead::Tick {50}}, {SightRead::Tick {3840}, SightRead::Tick {192}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, false}; Path path {{{points.cbegin() + 1, points.cend() - 2, SightRead::Beat {0.05}, SightRead::Beat {0.1}, SightRead::Beat {0.9}}}, 0}; builder.add_sp_phrases(track, {}, path); builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_green_ranges { {0.0, 0.1}, {20.0, 20.1}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.green_ranges().cbegin(), builder.green_ranges().cend(), expected_green_ranges.cbegin(), expected_green_ranges.cend()); } BOOST_AUTO_TEST_CASE(yellow_ranges_do_not_overlap_blue_for_no_overlap_engines) { SightRead::NoteTrack track {{make_note(0, 96), make_note(192)}, {{SightRead::Tick {0}, SightRead::Tick {50}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), Gh1Engine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, false}; Path path {{{points.cbegin() + 1, points.cend() - 1, SightRead::Beat {0.05}, SightRead::Beat {0.1}, SightRead::Beat {0.9}}}, 0}; builder.add_sp_phrases(track, {}, path); builder.add_sp_acts(points, {}, path); std::vector<std::tuple<double, double>> expected_yellow_ranges { {0.05, 0.1}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.yellow_ranges().cbegin(), builder.yellow_ranges().cend(), expected_yellow_ranges.cbegin(), expected_yellow_ranges.cend()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(add_practice_sections_adds_correct_ranges) { auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->practice_sections({{"Intro", SightRead::Tick {192}}}); SightRead::NoteTrack track {{make_note(0)}, {}, SightRead::TrackType::FiveFret, std::move(global_data)}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_practice_sections(track.global_data().practice_sections(), {}); std::vector<std::tuple<double, std::string>> expected_practice_sections { {1.0, "Intro"}}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.practice_sections().cbegin(), builder.practice_sections().cend(), expected_practice_sections.cbegin(), expected_practice_sections.cend()); } BOOST_AUTO_TEST_CASE(add_solo_sections_adds_correct_ranges) { SightRead::NoteTrack track {{make_note(0)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; track.solos({{SightRead::Tick {192}, SightRead::Tick {384}, 0}}); ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_solo_sections( track.solos(SightRead::DrumSettings::default_settings()), {}); std::vector<std::tuple<double, double>> expected_solo_ranges {{1.0, 2.0}}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.solo_ranges().cbegin(), builder.solo_ranges().cend(), expected_solo_ranges.cbegin(), expected_solo_ranges.cend()); } BOOST_AUTO_TEST_SUITE(add_measure_values_gives_correct_values) BOOST_AUTO_TEST_CASE(notes_with_no_activations_or_solos) { SightRead::NoteTrack track {{make_note(0), make_note(768)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; Path path; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_measure_values(points, {}, path); std::vector<int> expected_base_values {50, 50}; std::vector<int> expected_score_values {50, 100}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.base_values().cbegin(), builder.base_values().cend(), expected_base_values.cbegin(), expected_base_values.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.score_values().cbegin(), builder.score_values().cend(), expected_score_values.cbegin(), expected_score_values.cend()); } BOOST_AUTO_TEST_CASE(solos_are_added) { SightRead::NoteTrack track {{make_note(768)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; track.solos({{SightRead::Tick {0}, SightRead::Tick {100}, 100}, {SightRead::Tick {200}, SightRead::Tick {800}, 100}}); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; Path path; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_measure_values(points, {}, path); std::vector<int> expected_score_values {100, 250}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.score_values().cbegin(), builder.score_values().cend(), expected_score_values.cbegin(), expected_score_values.cend()); } // This bug caused a crash in a few songs, for example Satch Boogie (Live) from // Guitar Hero X. BOOST_AUTO_TEST_CASE(solos_ending_past_last_note_are_handled_correctly) { SightRead::NoteTrack track {{make_note(0)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; track.solos({{SightRead::Tick {0}, SightRead::Tick {1600}, 50}}); PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; Path path; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_measure_values(points, {}, path); std::vector<int> expected_score_values {100}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.score_values().cbegin(), builder.score_values().cend(), expected_score_values.cbegin(), expected_score_values.cend()); } BOOST_AUTO_TEST_CASE(activations_are_added) { SightRead::NoteTrack track { {make_note(0), make_note(192), make_note(384), make_note(768)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; Path path {{{points.cbegin() + 2, points.cbegin() + 3, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 100}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_measure_values(points, {}, path); std::vector<int> expected_score_values {200, 300}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.score_values().cbegin(), builder.score_values().cend(), expected_score_values.cbegin(), expected_score_values.cend()); } BOOST_AUTO_TEST_CASE(video_lag_is_accounted_for) { SightRead::NoteTrack track {{make_note(0), make_note(768)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, {1.0, 1.0, SightRead::Second {0.0}, SightRead::Second {-0.1}, SightRead::Second {0.0}}, SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; Path path {{{points.cbegin() + 1, points.cbegin() + 1, SightRead::Beat {0.0}, SightRead::Beat {0.0}}}, 50}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_measure_values(points, {}, path); std::vector<int> expected_base_values {50, 50}; std::vector<int> expected_score_values {50, 150}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.base_values().cbegin(), builder.base_values().cend(), expected_base_values.cbegin(), expected_base_values.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.score_values().cbegin(), builder.score_values().cend(), expected_score_values.cbegin(), expected_score_values.cend()); } BOOST_AUTO_TEST_CASE(ticks_close_to_the_end_of_a_measure_are_handled_correctly) { constexpr auto RESOLUTION = 1 << 28; auto global_data = std::make_shared<SightRead::SongGlobalData>(); global_data->resolution(RESOLUTION); global_data->tempo_map({{}, {}, {}, RESOLUTION}); SightRead::NoteTrack track {{make_note(4 * RESOLUTION - 1)}, {}, SightRead::TrackType::FiveFret, global_data}; PointSet points {track, {global_data->tempo_map(), SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; Path path; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_measure_values(points, global_data->tempo_map(), path); std::vector<int> expected_base_values {50}; std::vector<int> expected_score_values {50}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.base_values().cbegin(), builder.base_values().cend(), expected_base_values.cbegin(), expected_base_values.cend()); BOOST_CHECK_EQUAL_COLLECTIONS( builder.score_values().cbegin(), builder.score_values().cend(), expected_score_values.cbegin(), expected_score_values.cend()); } BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_CASE(add_sp_values_gives_correct_values) { SightRead::NoteTrack track {{make_note(0), make_note(192, 768)}, {{SightRead::Tick {192}, SightRead::Tick {50}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_values(sp_data, ChGuitarEngine()); std::vector<double> expected_sp_values {3.14, 1.0}; BOOST_CHECK_EQUAL_COLLECTIONS( builder.sp_values().cbegin(), builder.sp_values().cend(), expected_sp_values.cbegin(), expected_sp_values.cend()); } BOOST_AUTO_TEST_CASE(set_total_score_sets_the_correct_value) { SightRead::NoteTrack track {{make_note(0), make_note(192)}, {{SightRead::Tick {0}, SightRead::Tick {50}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; Path path {{{points.cbegin(), points.cend() - 1, SightRead::Beat {0.25}, SightRead::Beat {0.1}, SightRead::Beat {0.9}}}, 50}; builder.set_total_score( points, {{SightRead::Tick {0}, SightRead::Tick {1}, 100}}, path); BOOST_CHECK_EQUAL(builder.total_score(), 250); } BOOST_AUTO_TEST_CASE(difficulty_is_handled) { SightRead::NoteTrack track {{make_note(0)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder hard_builder {track, SightRead::Difficulty::Hard, SightRead::DrumSettings::default_settings(), false, true}; ImageBuilder expert_builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; BOOST_CHECK_EQUAL(hard_builder.difficulty(), SightRead::Difficulty::Hard); BOOST_CHECK_EQUAL(expert_builder.difficulty(), SightRead::Difficulty::Expert); } BOOST_AUTO_TEST_CASE(lefty_flip_is_handled) { SightRead::NoteTrack track {{make_note(0)}, {}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; ImageBuilder lefty_builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), true, true}; ImageBuilder righty_builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; BOOST_TEST(lefty_builder.is_lefty_flip()); BOOST_TEST(!righty_builder.is_lefty_flip()); } BOOST_AUTO_TEST_SUITE(add_sp_percent_values_adds_correct_values) BOOST_AUTO_TEST_CASE(sp_percents_added_with_no_whammy) { SightRead::NoteTrack track { {make_note(960), make_note(1080), make_note(1920), make_note(3840), make_note(4050), make_note(19200)}, {{SightRead::Tick {960}, SightRead::Tick {10}}, {SightRead::Tick {1080}, SightRead::Tick {10}}, {SightRead::Tick {1920}, SightRead::Tick {10}}, {SightRead::Tick {3840}, SightRead::Tick {10}}, {SightRead::Tick {4050}, SightRead::Tick {10}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; Path path {{{points.cbegin() + 5, points.cend(), SightRead::Beat {1000.0}, SightRead::Beat {70.0}, SightRead::Beat {102.0}}}, 0}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_percent_values(sp_data, {{}, SpMode::Measure}, points, path); std::vector<double> expected_percents { 0.0, 0.5, 0.75, 0.75, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.8125, 0.6875, 0.5625, 0.4375, 0.3125, 0.1875, 0.0625, 0.0}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.sp_percent_values().cbegin(), builder.sp_percent_values().cend(), expected_percents.cbegin(), expected_percents.cend()); } BOOST_AUTO_TEST_CASE(sp_percents_added_with_no_whammy_and_mid_act_gain) { SightRead::NoteTrack track { {make_note(960), make_note(1080), make_note(1920), make_note(3840), make_note(4050), make_note(19200)}, {{SightRead::Tick {960}, SightRead::Tick {10}}, {SightRead::Tick {1080}, SightRead::Tick {10}}, {SightRead::Tick {1920}, SightRead::Tick {10}}, {SightRead::Tick {3840}, SightRead::Tick {10}}, {SightRead::Tick {4050}, SightRead::Tick {10}}, {SightRead::Tick {19200}, SightRead::Tick {10}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; Path path {{{points.cbegin() + 5, points.cend(), SightRead::Beat {1000.0}, SightRead::Beat {98.0}, SightRead::Beat {132.0}}}, 0}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_percent_values(sp_data, {{}, SpMode::Measure}, points, path); std::vector<double> expected_percents { 0.0, 0.5, 0.75, 0.75, 0.75, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.875}; BOOST_CHECK_EQUAL_COLLECTIONS(builder.sp_percent_values().cbegin(), builder.sp_percent_values().cend(), expected_percents.cbegin(), expected_percents.cend()); } BOOST_AUTO_TEST_CASE(whammy_is_added) { SightRead::NoteTrack track { {make_note(960), make_note(1632, 1920)}, {{SightRead::Tick {960}, SightRead::Tick {10}}, {SightRead::Tick {1632}, SightRead::Tick {10}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; Path path {{{points.cbegin() + 5, points.cend(), SightRead::Beat {1000.0}, SightRead::Beat {9.0}, SightRead::Beat {22.0}}}, 0}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_percent_values(sp_data, {{}, SpMode::Measure}, points, path); std::vector<double> expected_percents {0.0, 0.25, 0.5275833333, 0.5359166667, 0.49425}; BOOST_REQUIRE_EQUAL(builder.sp_percent_values().size(), expected_percents.size()); for (std::size_t i = 0; i < expected_percents.size(); ++i) { BOOST_CHECK_CLOSE(builder.sp_percent_values()[i], expected_percents[i], 0.0001); } } BOOST_AUTO_TEST_CASE(forced_no_whammy_is_accounted_for) { SightRead::NoteTrack track { {make_note(960), make_note(1632, 1920)}, {{SightRead::Tick {960}, SightRead::Tick {10}}, {SightRead::Tick {1632}, SightRead::Tick {10}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; Path path {{{points.cbegin() + 5, points.cend(), SightRead::Beat {12.0}, SightRead::Beat {9.0}, SightRead::Beat {22.0}}}, 0}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_percent_values(sp_data, {{}, SpMode::Measure}, points, path); std::vector<double> expected_percents {0.0, 0.25, 0.5275833333, 0.4025833333, 0.2775833333}; BOOST_REQUIRE_EQUAL(builder.sp_percent_values().size(), expected_percents.size()); for (std::size_t i = 0; i < expected_percents.size(); ++i) { BOOST_CHECK_CLOSE(builder.sp_percent_values()[i], expected_percents[i], 0.0001); } } BOOST_AUTO_TEST_CASE(forced_no_whammy_with_not_last_act_is_accounted_for) { SightRead::NoteTrack track { {make_note(960), make_note(1632, 1920), make_note(6336), make_note(6528), make_note(7104)}, {{SightRead::Tick {960}, SightRead::Tick {10}}, {SightRead::Tick {1632}, SightRead::Tick {10}}, {SightRead::Tick {6336}, SightRead::Tick {10}}, {SightRead::Tick {6528}, SightRead::Tick {10}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; Path path {{{points.cbegin() + 5, points.cend() - 3, SightRead::Beat {12.0}, SightRead::Beat {9.0}, SightRead::Beat {28.8827}}, {points.cend() - 1, points.cend(), SightRead::Beat {1000.0}, SightRead::Beat {37.0}, SightRead::Beat {53.0}}}, 0}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_percent_values(sp_data, {{}, SpMode::Measure}, points, path); std::vector<double> expected_percents { 0.0, 0.25, 0.5275833333, 0.4025833333, 0.2775833333, 0.1525833333, 0.0275833333, 0.0, 0.5, 0.40625}; BOOST_REQUIRE_EQUAL(builder.sp_percent_values().size(), expected_percents.size()); for (std::size_t i = 0; i < expected_percents.size(); ++i) { BOOST_CHECK_CLOSE(builder.sp_percent_values()[i], expected_percents[i], 0.0001); } } // See /issues/4, Triathlon m662 on 100%/100%. BOOST_AUTO_TEST_CASE(nearly_overlapped_phrases_are_handled_correctly) { SightRead::NoteTrack track { {make_note(0), make_note(192), make_note(384), make_note(3224), make_note(3456)}, {{SightRead::Tick {0}, SightRead::Tick {10}}, {SightRead::Tick {192}, SightRead::Tick {10}}, {SightRead::Tick {3224}, SightRead::Tick {10}}}, SightRead::TrackType::FiveFret, std::make_shared<SightRead::SongGlobalData>()}; PointSet points {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), SightRead::DrumSettings::default_settings(), ChGuitarEngine()}; SpData sp_data {track, {{}, SpMode::Measure}, {}, SqueezeSettings::default_settings(), ChGuitarEngine()}; Path path { {{points.cbegin() + 2, points.cbegin() + 2, SightRead::Beat {17.0}, SightRead::Beat {0.8958}, SightRead::Beat {16.8958}}}, 50}; ImageBuilder builder {track, SightRead::Difficulty::Expert, SightRead::DrumSettings::default_settings(), false, true}; builder.add_sp_percent_values(sp_data, {{}, SpMode::Measure}, points, path); std::vector<double> expected_percents {0.40299375, 0.27799375, 0.15299375, 0.02799375, 0.25}; BOOST_REQUIRE_EQUAL(builder.sp_percent_values().size(), expected_percents.size()); for (std::size_t i = 0; i < expected_percents.size(); ++i) { BOOST_CHECK_CLOSE(builder.sp_percent_values()[i], expected_percents[i], 0.0001); } } BOOST_AUTO_TEST_SUITE_END()

70,443

C++

.cpp

1,472

35.482337

80

0.565477

GenericMadScientist/CHOpt

33

4

5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,758

imagebuilder.cpp

GenericMadScientist_CHOpt/src/imagebuilder.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <cstdint> #include <iterator> #include <stdexcept> #include "imagebuilder.hpp" #include "optimiser.hpp" constexpr int MAX_BEATS_PER_LINE = 16; namespace { double get_beat_rate(const SightRead::TempoMap& tempo_map, SightRead::Beat beat) { constexpr double BASE_BEAT_RATE = 4.0; auto ts = std::find_if( tempo_map.time_sigs().cbegin(), tempo_map.time_sigs().cend(), [=](const auto& x) { return tempo_map.to_beats(x.position) > beat; }); if (ts == tempo_map.time_sigs().cbegin()) { return BASE_BEAT_RATE; } --ts; return BASE_BEAT_RATE * ts->numerator / ts->denominator; } int get_numer(const SightRead::TempoMap& tempo_map, SightRead::Beat beat) { constexpr int BASE_NUMERATOR = 4; auto ts = std::find_if( tempo_map.time_sigs().cbegin(), tempo_map.time_sigs().cend(), [=](const auto& x) { return tempo_map.to_beats(x.position) > beat; }); if (ts == tempo_map.time_sigs().cbegin()) { return BASE_NUMERATOR; } --ts; return ts->numerator; } double get_denom(const SightRead::TempoMap& tempo_map, SightRead::Beat beat) { constexpr double BASE_BEAT_RATE = 4.0; auto ts = std::find_if( tempo_map.time_sigs().cbegin(), tempo_map.time_sigs().cend(), [=](const auto& x) { return tempo_map.to_beats(x.position) > beat; }); if (ts == tempo_map.time_sigs().cbegin()) { return 1.0; } --ts; return BASE_BEAT_RATE / ts->denominator; } DrawnNote note_to_drawn_note(const SightRead::Note& note, const SightRead::NoteTrack& track) { constexpr auto COLOURS_SIZE = 7; const auto& tempo_map = track.global_data().tempo_map(); const auto beat = tempo_map.to_beats(note.position); std::array<double, COLOURS_SIZE> lengths {}; for (auto i = 0; i < COLOURS_SIZE; ++i) { if (note.lengths.at(i) == SightRead::Tick {-1}) { lengths.at(i) = -1; } else { lengths.at(i) = tempo_map.to_beats(note.lengths.at(i)).value(); } } auto is_sp_note = false; for (const auto& phrase : track.sp_phrases()) { if (note.position >= phrase.position && note.position < phrase.position + phrase.length) { is_sp_note = true; break; } } return {beat.value(), lengths, note.flags, is_sp_note}; } bool is_in_disco_flips(const std::vector<SightRead::DiscoFlip>& disco_flips, SightRead::Tick position) { return std::any_of(disco_flips.cbegin(), disco_flips.cend(), [&](const auto& flip) { return (flip.position <= position) && (flip.position + flip.length >= position); }); } std::vector<DrawnNote> drawn_notes(const SightRead::NoteTrack& track, const SightRead::DrumSettings& drum_settings) { std::vector<DrawnNote> notes; for (const auto& note : track.notes()) { if (note.is_skipped_kick(drum_settings)) { continue; } auto drawn_note = note_to_drawn_note(note, track); if (!drum_settings.pro_drums) { drawn_note.note_flags = static_cast<SightRead::NoteFlags>( drawn_note.note_flags & ~SightRead::FLAGS_CYMBAL); } else if (is_in_disco_flips(track.disco_flips(), note.position)) { if (note.lengths[SightRead::DRUM_RED] != SightRead::Tick {-1}) { std::swap(drawn_note.lengths[SightRead::DRUM_RED], drawn_note.lengths[SightRead::DRUM_YELLOW]); drawn_note.note_flags = static_cast<SightRead::NoteFlags>( drawn_note.note_flags | SightRead::FLAGS_CYMBAL); } else if (note.lengths[SightRead::DRUM_YELLOW] != SightRead::Tick {-1} && (note.flags & SightRead::FLAGS_CYMBAL) != 0U) { std::swap(drawn_note.lengths[SightRead::DRUM_RED], drawn_note.lengths[SightRead::DRUM_YELLOW]); drawn_note.note_flags = static_cast<SightRead::NoteFlags>( drawn_note.note_flags & ~SightRead::FLAGS_CYMBAL); } } notes.push_back(drawn_note); } return notes; } std::vector<DrawnRow> drawn_rows(const SightRead::NoteTrack& track) { SightRead::Tick max_pos {0}; for (const auto& note : track.notes()) { const auto length = *std::max_element(note.lengths.cbegin(), note.lengths.cend()); const auto note_end = note.position + length; max_pos = std::max(max_pos, note_end); } const auto& tempo_map = track.global_data().tempo_map(); const auto max_beat = tempo_map.to_beats(max_pos).value(); auto current_beat = 0.0; std::vector<DrawnRow> rows; while (current_beat <= max_beat) { auto row_length = 0.0; while (true) { auto contribution = get_beat_rate( tempo_map, SightRead::Beat {current_beat + row_length}); if (contribution > MAX_BEATS_PER_LINE && row_length == 0.0) { // Break up a measure that spans more than a full row. while (contribution > MAX_BEATS_PER_LINE) { rows.push_back( {current_beat, current_beat + MAX_BEATS_PER_LINE}); current_beat += MAX_BEATS_PER_LINE; contribution -= MAX_BEATS_PER_LINE; } } if (contribution + row_length > MAX_BEATS_PER_LINE) { break; } row_length += contribution; if (current_beat + row_length > max_beat) { break; } } rows.push_back({current_beat, current_beat + row_length}); current_beat += row_length; } return rows; } // It is important that SpPhrase has a higher value than ActEnd. This is because // in form_events we want to push the event for getting a phrase to the end of // the activation if the activation is not an overlap. enum class SpDrainEventType : std::uint8_t { Measure, ActStart, ActEnd, WhammyEnd, SpPhrase }; std::vector<std::tuple<SightRead::Beat, SpDrainEventType>> form_events(const std::vector<double>& measure_lines, const PointSet& points, const Path& path) { std::vector<std::tuple<SightRead::Beat, SpDrainEventType>> events; for (std::size_t i = 1; i < measure_lines.size(); ++i) { events.emplace_back(SightRead::Beat {measure_lines[i]}, SpDrainEventType::Measure); } for (auto p = points.cbegin(); p < points.cend(); ++p) { if (!p->is_sp_granting_note) { continue; } auto position = p->position.beat; for (auto act : path.activations) { if (p > act.act_end) { position = std::max(position, act.sp_end); } } events.emplace_back(position, SpDrainEventType::SpPhrase); } for (auto act : path.activations) { if (act.whammy_end < act.sp_end) { events.emplace_back(act.whammy_end, SpDrainEventType::WhammyEnd); } events.emplace_back(act.sp_start, SpDrainEventType::ActStart); events.emplace_back(act.sp_end, SpDrainEventType::ActEnd); } std::sort(events.begin(), events.end()); return events; } ImageBuilder build_with_engine_params(const SightRead::NoteTrack& track, const Settings& settings) { return {track, settings.difficulty, settings.drum_settings, settings.is_lefty_flip, settings.engine->overlaps()}; } std::vector<std::tuple<double, double>> relative_complement(std::vector<std::tuple<double, double>> parent_set, const std::vector<std::tuple<double, double>>& excluded_set) { std::vector<std::tuple<double, double>> result; auto p = parent_set.begin(); auto q = excluded_set.cbegin(); while (p < parent_set.end() && q < excluded_set.cend()) { if (std::get<0>(*q) < std::get<0>(*p)) { std::get<0>(*p) = std::max(std::get<0>(*p), std::get<1>(*q)); ++q; continue; } if (std::get<0>(*q) > std::get<0>(*p)) { result.emplace_back(std::get<0>(*p), std::min(std::get<1>(*p), std::get<0>(*q))); } ++p; } std::copy(p, parent_set.end(), std::back_inserter(result)); return result; } SightRead::Beat subtract_video_lag(SightRead::Beat beat, SightRead::Second video_lag, const SightRead::TempoMap& tempo_map) { const auto seconds = tempo_map.to_seconds(beat) - video_lag; if (seconds.value() < 0.0) { return SightRead::Beat {0.0}; } return tempo_map.to_beats(seconds); } void apply_drum_settings(SightRead::NoteTrack& track, const SightRead::Song& song, const Settings& settings) { if (!settings.engine->is_rock_band() && track.drum_fills().empty()) { track.generate_drum_fills(song.global_data().tempo_map()); } if (!settings.drum_settings.enable_dynamics) { track.disable_dynamics(); } if (!settings.drum_settings.pro_drums) { track.disable_cymbals(); } } } void ImageBuilder::form_beat_lines(const SightRead::TempoMap& tempo_map) { constexpr double HALF_BEAT = 0.5; for (const auto& row : m_rows) { auto start = row.start; while (start < row.end) { auto meas_length = get_beat_rate(tempo_map, SightRead::Beat {start}); auto numer = get_numer(tempo_map, SightRead::Beat {start}); auto denom = get_denom(tempo_map, SightRead::Beat {start}); m_measure_lines.push_back(start); m_half_beat_lines.push_back(start + HALF_BEAT * denom); for (int i = 1; i < numer; ++i) { m_beat_lines.push_back(start + i * denom); m_half_beat_lines.push_back(start + (i + HALF_BEAT) * denom); } start += meas_length; } } m_measure_lines.push_back(m_rows.back().end); } bool ImageBuilder::is_neutralised_phrase(SightRead::Beat note_pos, const Path& path) { for (const auto& act : path.activations) { if (act.act_start->position.beat > note_pos) { return false; } if (act.act_end->position.beat >= note_pos) { return true; } } return false; } std::tuple<double, double> ImageBuilder::sp_phrase_bounds(const SightRead::StarPower& phrase, const SightRead::NoteTrack& track, const Path& path) const { constexpr double MINIMUM_GREEN_RANGE_SIZE = 0.1; auto p = track.notes().cbegin(); while (p->position < phrase.position) { ++p; } const auto& tempo_map = track.global_data().tempo_map(); const auto start = tempo_map.to_beats(p->position).value(); if (!m_overlap_engine && is_neutralised_phrase(SightRead::Beat {start}, path)) { return {-1, -1}; } const auto phrase_end = phrase.position + phrase.length; auto end = start; while (p < track.notes().cend() && p->position < phrase_end) { SightRead::Tick max_length {0}; for (auto length : p->lengths) { max_length = std::max(max_length, length); } auto current_end = tempo_map.to_beats(p->position + max_length).value(); end = std::max(end, current_end); ++p; } end = std::max(end, start + MINIMUM_GREEN_RANGE_SIZE); return {start, end}; } ImageBuilder::ImageBuilder(const SightRead::NoteTrack& track, SightRead::Difficulty difficulty, const SightRead::DrumSettings& drum_settings, bool is_lefty_flip, bool is_overlap_engine) : m_track_type {track.track_type()} , m_difficulty {difficulty} , m_is_lefty_flip {is_lefty_flip} , m_rows {drawn_rows(track)} , m_notes {drawn_notes(track, drum_settings)} , m_overlap_engine {is_overlap_engine} { form_beat_lines(track.global_data().tempo_map()); } void ImageBuilder::add_bpms(const SightRead::TempoMap& tempo_map) { constexpr double MS_PER_SECOND = 1000.0; m_bpms.clear(); for (const auto& bpm : tempo_map.bpms()) { const auto pos = tempo_map.to_beats(bpm.position).value(); const auto tempo = static_cast<double>(bpm.bpm) / MS_PER_SECOND; if (pos < m_rows.back().end) { m_bpms.emplace_back(pos, tempo); } } } void ImageBuilder::add_bre(const SightRead::BigRockEnding& bre, const SightRead::TempoMap& tempo_map) { const auto seconds_start = tempo_map.to_seconds(bre.start); const auto seconds_end = tempo_map.to_seconds(bre.end); const auto seconds_gap = seconds_end - seconds_start; const auto bre_value = static_cast<int>(750 + 500 * seconds_gap.value()); m_total_score += bre_value; m_score_values.back() += bre_value; m_bre_ranges.emplace_back(tempo_map.to_beats(bre.start).value(), tempo_map.to_beats(bre.end).value()); } void ImageBuilder::add_drum_fills(const SightRead::NoteTrack& track) { const auto& tempo_map = track.global_data().tempo_map(); for (auto fill : track.drum_fills()) { m_fill_ranges.emplace_back( tempo_map.to_beats(fill.position).value(), tempo_map.to_beats(fill.position + fill.length).value()); } } void ImageBuilder::add_measure_values(const PointSet& points, const SightRead::TempoMap& tempo_map, const Path& path) { // This is needed below because the subtract_video_lag calculation can // introduce some floating point errors. constexpr double MEAS_EPSILON = 1 / 100000.0; m_base_values.clear(); m_base_values.resize(m_measure_lines.size() - 1); m_score_values.clear(); m_score_values.resize(m_measure_lines.size() - 1); auto base_value_iter = m_base_values.begin(); auto meas_iter = std::next(m_measure_lines.cbegin()); auto score_value_iter = m_score_values.begin(); for (auto p = points.cbegin(); p < points.cend(); ++p) { const auto adjusted_p_pos = subtract_video_lag(p->position.beat, points.video_lag(), tempo_map) .value(); while (meas_iter != m_measure_lines.cend() && (std::next(meas_iter) != m_measure_lines.cend()) && (*meas_iter - MEAS_EPSILON) <= adjusted_p_pos) { ++meas_iter; ++base_value_iter; ++score_value_iter; } *base_value_iter += p->base_value; *score_value_iter += p->value; } meas_iter = std::next(m_measure_lines.cbegin()); score_value_iter = m_score_values.begin(); for (const auto& solo : points.solo_boosts()) { const auto& [solo_end, solo_score] = solo; while (meas_iter != m_measure_lines.cend() && *meas_iter <= solo_end.beat.value()) { ++meas_iter; ++score_value_iter; } // This is needed if a solo section ends after the last drawn measure of // the song. if (score_value_iter == m_score_values.end()) { --score_value_iter; } *score_value_iter += solo_score; } for (const auto& act : path.activations) { meas_iter = std::next(m_measure_lines.cbegin()); score_value_iter = m_score_values.begin(); for (auto p = act.act_start; p <= act.act_end; ++p) { while (meas_iter != m_measure_lines.cend() && *meas_iter <= subtract_video_lag(p->position.beat, points.video_lag(), tempo_map) .value()) { ++meas_iter; ++score_value_iter; } *score_value_iter += p->value; } } int score_total = 0; for (auto& score : m_score_values) { score_total += score; score = score_total; } } void ImageBuilder::add_practice_sections( const std::vector<SightRead::PracticeSection>& practice_sections, const SightRead::TempoMap& tempo_map) { for (const auto& section : practice_sections) { const auto pos = tempo_map.to_beats(section.start).value(); m_practice_sections.emplace_back(pos, section.name); } } void ImageBuilder::add_solo_sections(const std::vector<SightRead::Solo>& solos, const SightRead::TempoMap& tempo_map) { for (const auto& solo : solos) { const auto start = tempo_map.to_beats(solo.start).value(); const auto end = tempo_map.to_beats(solo.end).value(); m_solo_ranges.emplace_back(start, end); } } void ImageBuilder::add_song_header(const SightRead::SongGlobalData& global_data) { m_song_name = global_data.name(); m_artist = global_data.artist(); m_charter = global_data.charter(); } void ImageBuilder::add_sp_acts(const PointSet& points, const SightRead::TempoMap& tempo_map, const Path& path) { std::vector<std::tuple<double, double>> no_whammy_ranges; const auto shifted_beat = [&](auto beat) { return subtract_video_lag(beat, points.video_lag(), tempo_map); }; for (const auto& act : path.activations) { auto blue_start = act.sp_start; auto blue_end = act.sp_end; if (act.act_start != points.cbegin()) { blue_start = std::max(blue_start, std::prev(act.act_start)->position.beat); } if (std::next(act.act_end) != points.cend()) { blue_end = std::min(blue_end, std::next(act.act_end)->position.beat); } blue_end = std::min(shifted_beat(blue_end), SightRead::Beat {m_rows.back().end}); m_blue_ranges.emplace_back(shifted_beat(blue_start).value(), blue_end.value()); if (act.sp_start > act.act_start->position.beat) { m_red_ranges.emplace_back( shifted_beat(act.act_start->position.beat).value(), shifted_beat(act.sp_start).value()); } if (act.sp_end < act.act_end->position.beat) { m_red_ranges.emplace_back( shifted_beat(act.sp_end).value(), shifted_beat(act.act_end->position.beat).value()); } no_whammy_ranges.emplace_back(act.whammy_end.value(), act.sp_end.value()); } auto p = no_whammy_ranges.cbegin(); auto q = m_green_ranges.cbegin(); while (p < no_whammy_ranges.cend() && q < m_green_ranges.cend()) { auto start = std::max(std::get<0>(*p), std::get<0>(*q)); auto end = std::min(std::get<1>(*p), std::get<1>(*q)); if (start < end) { m_yellow_ranges.emplace_back(start, end); } if (std::get<1>(*q) > std::get<1>(*p)) { ++p; } else { ++q; } } if (!m_overlap_engine) { m_yellow_ranges = relative_complement(m_yellow_ranges, m_blue_ranges); m_green_ranges = relative_complement(m_green_ranges, m_blue_ranges); } } void ImageBuilder::add_sp_percent_values(const SpData& sp_data, const SpTimeMap& time_map, const PointSet& points, const Path& path) { constexpr double SP_PHRASE_AMOUNT = 0.25; m_sp_percent_values.clear(); m_sp_percent_values.reserve(m_measure_lines.size() - 1); const auto events = form_events(m_measure_lines, points, path); auto is_sp_active = false; SightRead::Beat whammy_end {std::numeric_limits<double>::infinity()}; SightRead::Beat position {0.0}; double total_sp = 0.0; for (auto [event_pos, event_type] : events) { if (is_sp_active) { SpPosition start_pos {position, time_map.to_sp_measures(position)}; SpPosition end_pos {event_pos, time_map.to_sp_measures(event_pos)}; SpPosition whammy_pos {SightRead::Beat {0.0}, SpMeasure {0.0}}; if (m_overlap_engine) { whammy_pos = {whammy_end, time_map.to_sp_measures(whammy_end)}; } total_sp = sp_data.propagate_sp_over_whammy_min( start_pos, end_pos, total_sp, whammy_pos); } else if (whammy_end > position) { total_sp += sp_data.available_whammy( position, std::min(event_pos, whammy_end)); } switch (event_type) { case SpDrainEventType::ActStart: is_sp_active = true; break; case SpDrainEventType::ActEnd: is_sp_active = false; whammy_end = SightRead::Beat {std::numeric_limits<double>::infinity()}; total_sp = 0.0; break; case SpDrainEventType::SpPhrase: total_sp += SP_PHRASE_AMOUNT; break; case SpDrainEventType::Measure: m_sp_percent_values.push_back(std::clamp(total_sp, 0.0, 1.0)); break; case SpDrainEventType::WhammyEnd: whammy_end = event_pos; break; } position = event_pos; total_sp = std::clamp(total_sp, 0.0, 1.0); } assert(m_sp_percent_values.size() == m_measure_lines.size() - 1); // NOLINT } void ImageBuilder::add_sp_phrases( const SightRead::NoteTrack& track, const std::vector<SightRead::Tick>& unison_phrases, const Path& path) { for (const auto& phrase : track.sp_phrases()) { const auto range = sp_phrase_bounds(phrase, track, path); if (std::get<0>(range) == -1) { continue; } m_green_ranges.push_back(range); if (std::find(unison_phrases.cbegin(), unison_phrases.cend(), phrase.position) != unison_phrases.cend()) { m_unison_ranges.push_back(range); } } } void ImageBuilder::add_sp_values(const SpData& sp_data, const Engine& engine) { m_sp_values.clear(); m_sp_values.resize(m_measure_lines.size() - 1); for (std::size_t i = 0; i < m_measure_lines.size() - 1; ++i) { SightRead::Beat start {m_measure_lines[i]}; SightRead::Beat end {std::numeric_limits<double>::infinity()}; if (i < m_measure_lines.size() - 1) { end = SightRead::Beat {m_measure_lines[i + 1]}; } m_sp_values[i] = sp_data.available_whammy(start, end) / engine.sp_gain_rate(); } } void ImageBuilder::add_time_sigs(const SightRead::TempoMap& tempo_map) { for (const auto& ts : tempo_map.time_sigs()) { const auto pos = tempo_map.to_beats(ts.position).value(); const auto num = ts.numerator; const auto denom = ts.denominator; if (pos < m_rows.back().end) { m_time_sigs.emplace_back(pos, num, denom); } } } void ImageBuilder::set_total_score(const PointSet& points, const std::vector<SightRead::Solo>& solos, const Path& path) { auto no_sp_score = std::accumulate( points.cbegin(), points.cend(), 0, [](const auto x, const auto& y) { return x + y.value; }); no_sp_score += std::accumulate( solos.cbegin(), solos.cend(), 0, [](const auto x, const auto& y) { return x + y.value; }); m_total_score = no_sp_score + path.score_boost; } ImageBuilder make_builder(SightRead::Song& song, const SightRead::NoteTrack& track, const Settings& settings, const std::function<void(const char*)>& write, const std::atomic<bool>* terminate) { auto new_track = track; if (song.global_data().is_from_midi()) { new_track = track.trim_sustains(); } new_track = new_track.snap_chords(settings.engine->snap_gap()); if (track.track_type() == SightRead::TrackType::Drums) { apply_drum_settings(new_track, song, settings); } song.speedup(settings.speed); const auto& tempo_map = song.global_data().tempo_map(); const SpTimeMap time_map {tempo_map, settings.engine->sp_mode()}; auto builder = build_with_engine_params(new_track, settings); builder.add_song_header(song.global_data()); builder.add_practice_sections(song.global_data().practice_sections(), tempo_map); if (track.track_type() == SightRead::TrackType::Drums) { builder.add_drum_fills(new_track); } if (settings.draw_bpms) { builder.add_bpms(tempo_map); } const auto solos = new_track.solos(settings.drum_settings); if (settings.draw_solos) { builder.add_solo_sections(solos, tempo_map); } if (settings.draw_time_sigs) { builder.add_time_sigs(tempo_map); } const auto unison_positions = (settings.engine->has_unison_bonuses()) ? song.unison_phrase_positions() : std::vector<SightRead::Tick> {}; // The 0.1% squeeze minimum is to get around dumb floating point rounding // issues that visibly affect the path at 0% squeeze. auto squeeze_settings = settings.squeeze_settings; constexpr double SQUEEZE_EPSILON = 0.001; squeeze_settings.squeeze = std::max(squeeze_settings.squeeze, SQUEEZE_EPSILON); const ProcessedSong processed_track {new_track, time_map, settings.squeeze_settings, settings.drum_settings, *settings.engine, song.global_data().od_beats(), unison_positions}; Path path; if (!settings.blank) { const auto is_rb_drums = track.track_type() == SightRead::TrackType::Drums && settings.engine->is_rock_band(); if (is_rb_drums) { write("Optimisation disabled for Rock Band drums, planned for a " "future release"); builder.add_sp_phrases(new_track, unison_positions, path); } else { write("Optimising, please wait..."); const Optimiser optimiser {&processed_track, terminate, settings.speed, squeeze_settings.whammy_delay}; path = optimiser.optimal_path(); write(processed_track.path_summary(path).c_str()); builder.add_sp_phrases(new_track, unison_positions, path); builder.add_sp_acts(processed_track.points(), tempo_map, path); builder.activation_opacity() = settings.opacity; } } else { builder.add_sp_phrases(new_track, unison_positions, path); } builder.add_measure_values(processed_track.points(), tempo_map, path); if (settings.blank || !settings.engine->overlaps()) { builder.add_sp_values(processed_track.sp_data(), *settings.engine); } else { builder.add_sp_percent_values(processed_track.sp_data(), time_map, processed_track.points(), path); } builder.set_total_score(processed_track.points(), solos, path); if (settings.engine->has_bres() && new_track.bre().has_value()) { const auto bre = new_track.bre(); if (bre.has_value()) { builder.add_bre(*bre, tempo_map); } } return builder; }

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.cpp

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GenericMadScientist/CHOpt

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5

GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,759

main.cpp

GenericMadScientist_CHOpt/src/main.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <atomic> #include <cstdio> #include <exception> #include <QCoreApplication> #include <QTextStream> #include <sightread/time.hpp> #include "image.hpp" #include "optimiser.hpp" #include "settings.hpp" #include "songfile.hpp" int main(int argc, char** argv) { QTextStream q_stdout(stdout); QTextStream q_stderr(stderr); try { QCoreApplication app {argc, argv}; QCoreApplication::setApplicationName("CHOpt"); QCoreApplication::setApplicationVersion("1.9.2"); const auto settings = from_args(QCoreApplication::arguments()); const SongFile song_file {settings.filename}; auto song = song_file.load_song(settings.game); const auto& track = song.track(settings.instrument, settings.difficulty); const std::atomic<bool> terminate {false}; const auto builder = make_builder( song, track, settings, [&](auto p) { q_stdout << p << '\n'; }, &terminate); q_stdout.flush(); if (settings.draw_image) { const Image image {builder}; image.save(settings.image_path.c_str()); } return EXIT_SUCCESS; } catch (const std::exception& e) { q_stderr << "Error: " << e.what() << '\n'; return EXIT_FAILURE; } catch (...) { q_stderr << "Unexpected non-exception error!" << '\n'; return EXIT_FAILURE; } }

2,176

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.cpp

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GenericMadScientist/CHOpt

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9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,760

settings.cpp

GenericMadScientist_CHOpt/src/settings.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <cstdint> #include <stdexcept> #include <QCommandLineParser> #include "settings.hpp" namespace { bool is_valid_image_path(std::string_view path) { return path.ends_with(".bmp") || path.ends_with(".png"); } SightRead::Difficulty string_to_diff(std::string_view text) { if (text == "expert") { return SightRead::Difficulty::Expert; } if (text == "hard") { return SightRead::Difficulty::Hard; } if (text == "medium") { return SightRead::Difficulty::Medium; } if (text == "easy") { return SightRead::Difficulty::Easy; } throw std::invalid_argument("Unrecognised difficulty"); } SightRead::Instrument string_to_inst(std::string_view text, Game game) { if (text == "guitar") { if (game == Game::FortniteFestival) { return SightRead::Instrument::FortniteGuitar; } return SightRead::Instrument::Guitar; } if (text == "coop") { return SightRead::Instrument::GuitarCoop; } if (text == "bass") { if (game == Game::FortniteFestival) { return SightRead::Instrument::FortniteBass; } return SightRead::Instrument::Bass; } if (text == "rhythm") { return SightRead::Instrument::Rhythm; } if (text == "keys") { return SightRead::Instrument::Keys; } if (text == "ghl") { return SightRead::Instrument::GHLGuitar; } if (text == "ghlbass") { return SightRead::Instrument::GHLBass; } if (text == "ghlrhythm") { return SightRead::Instrument::GHLRhythm; } if (text == "ghlcoop") { return SightRead::Instrument::GHLGuitarCoop; } if (text == "drums") { if (game == Game::FortniteFestival) { return SightRead::Instrument::FortniteDrums; } return SightRead::Instrument::Drums; } if (text == "vocals") { return SightRead::Instrument::FortniteVocals; } if (text == "proguitar") { return SightRead::Instrument::FortniteProGuitar; } if (text == "probass") { return SightRead::Instrument::FortniteProBass; } throw std::invalid_argument("Unrecognised instrument"); } Game game_from_string(std::string_view game) { const std::map<std::string_view, Game> game_map { {"ch", Game::CloneHero}, {"fnf", Game::FortniteFestival}, {"gh1", Game::GuitarHeroOne}, {"rb", Game::RockBand}, {"rb3", Game::RockBandThree}}; return game_map.at(game); } std::unique_ptr<QCommandLineParser> arg_parser() { auto parser = std::make_unique<QCommandLineParser>(); parser->setApplicationDescription( "A program to generate optimal Star Power paths for Clone Hero"); parser->addOption( {{"?", "h", "help"}, "Displays help on commandline options."}); parser->addVersionOption(); parser->addOptions( {{{"f", "file"}, "Chart filename.", "file"}, {{"o", "output"}, "Location to save output image (must be a .bmp or .png). Default " "path.png.", "output", "path.png"}, {{"d", "diff"}, "Difficulty, options are easy, medium, hard, expert. Default expert.", "difficulty", "expert"}, {{"i", "instrument"}, "Instrument, options are guitar, coop, bass, rhythm, keys, ghl, " "ghlbass, ghlrhythm, ghlcoop, drums, vocals, proguitar, probass. " "Default guitar.", "instrument", "guitar"}, {{"sqz", "squeeze"}, "Squeeze% (0 to 100). Default 100.", "squeeze", "100"}, {{"ew", "early-whammy"}, "Early whammy% (0 to 100), <= squeeze, defaults to squeeze.", "early-whammy"}, {{"lazy", "lazy-whammy"}, "Time before whammying starts on sustains in milliseconds. Default " "0.", "lazy-whammy", "0"}, {{"delay", "whammy-delay"}, "Time after an activation ends before whammying can resume. Default " "0.", "whammy-delay", "0"}, {{"lag", "video-lag"}, "Video lag calibration setting in milliseconds. Default 0.", "video-lag", "0"}, {{"s", "speed"}, "Speed in %. Default 100.", "speed", "100"}, {{"l", "lefty-flip"}, "Draw with lefty flip."}, {"no-double-kick", "Disable 2x kick for drum charts."}, {"no-kick", "Disable single kicks for drum charts."}, {"no-pro-drums", "Disable pro drums."}, {"enable-dynamics", "Enable double points for ghost and accent notes."}, {"engine", "Engine, options are ch, fnf, gh1, rb, rb3. Default ch.", "engine", "ch"}, {{"p", "precision-mode"}, "Turn on precision mode for CH."}, {{"b", "blank"}, "Give a blank chart image."}, {"no-image", "Do not create an image."}, {"no-bpms", "Do not draw BPMs."}, {"no-solos", "Do not draw solo sections."}, {"no-time-sigs", "Do not draw time signatures."}, {"act-opacity", "Opacity of drawn activations (0.0 to 1.0). Default 0.33.", "act-opacity", "0.33"}}); return parser; } } std::unique_ptr<Engine> game_to_engine(Game game, SightRead::Instrument instrument, bool precision_mode) { switch (game) { case Game::CloneHero: if (instrument == SightRead::Instrument::Drums) { if (precision_mode) { return std::make_unique<ChPrecisionDrumEngine>(); } return std::make_unique<ChDrumEngine>(); } if (precision_mode) { return std::make_unique<ChPrecisionGuitarEngine>(); } return std::make_unique<ChGuitarEngine>(); case Game::FortniteFestival: if (instrument == SightRead::Instrument::FortniteBass || instrument == SightRead::Instrument::FortniteProBass) { return std::make_unique<FortniteBassEngine>(); } if (instrument == SightRead::Instrument::FortniteVocals) { return std::make_unique<FortniteVocalsEngine>(); } return std::make_unique<FortniteGuitarEngine>(); case Game::GuitarHeroOne: return std::make_unique<Gh1Engine>(); case Game::RockBand: if (instrument == SightRead::Instrument::Bass) { return std::make_unique<RbBassEngine>(); } return std::make_unique<RbEngine>(); case Game::RockBandThree: if (instrument == SightRead::Instrument::Bass) { return std::make_unique<Rb3BassEngine>(); } return std::make_unique<Rb3Engine>(); default: throw std::invalid_argument("Invalid Game"); } } Settings from_args(const QStringList& args) { constexpr int MAX_PERCENT = 100; constexpr int MAX_SPEED = 5000; constexpr int MAX_VIDEO_LAG = 200; constexpr int MIN_SPEED = 5; constexpr double MS_PER_SECOND = 1000.0; auto parser = arg_parser(); parser->process(args); if (parser->isSet("help")) { parser->showHelp(); } Settings settings; settings.blank = parser->isSet("blank"); settings.filename = parser->value("file").toStdString(); if (settings.filename.empty()) { throw std::invalid_argument("No file was specified"); } const auto engine_name = parser->value("engine").toStdString(); settings.game = game_from_string(engine_name); settings.difficulty = string_to_diff(parser->value("diff").toStdString()); settings.instrument = string_to_inst( parser->value("instrument").toStdString(), settings.game); const auto precision_mode = parser->isSet("precision-mode"); settings.engine = game_to_engine(settings.game, settings.instrument, precision_mode); settings.image_path = parser->value("output").toStdString(); if (!is_valid_image_path(settings.image_path)) { throw std::invalid_argument( "Image output must be a bitmap or png (.bmp / .png)"); } settings.is_lefty_flip = parser->isSet("lefty-flip"); settings.draw_image = !parser->isSet("no-image"); settings.draw_bpms = !parser->isSet("no-bpms"); settings.draw_solos = !parser->isSet("no-solos"); settings.draw_time_sigs = !parser->isSet("no-time-sigs"); settings.drum_settings.enable_double_kick = !parser->isSet("no-double-kick"); settings.drum_settings.disable_kick = parser->isSet("no-kick"); settings.drum_settings.pro_drums = !parser->isSet("no-pro-drums"); settings.drum_settings.enable_dynamics = parser->isSet("enable-dynamics"); const auto squeeze = parser->value("squeeze").toInt(); auto early_whammy = squeeze; if (parser->isSet("early-whammy")) { early_whammy = parser->value("early-whammy").toInt(); } const auto lazy_whammy = parser->value("lazy-whammy").toInt(); const auto whammy_delay = parser->value("whammy-delay").toInt(); if (squeeze < 0 || squeeze > MAX_PERCENT) { throw std::invalid_argument("Squeeze must lie between 0 and 100"); } if (early_whammy < 0 || early_whammy > MAX_PERCENT) { throw std::invalid_argument("Early whammy must lie between 0 and 100"); } if (lazy_whammy < 0) { throw std::invalid_argument( "Lazy whammy must be greater than or equal to 0"); } if (whammy_delay < 0) { throw std::invalid_argument( "Whammy delay must be greater than or equal to 0"); } settings.squeeze_settings.squeeze = squeeze / 100.0; settings.squeeze_settings.early_whammy = early_whammy / 100.0; settings.squeeze_settings.lazy_whammy = SightRead::Second {lazy_whammy / MS_PER_SECOND}; settings.squeeze_settings.whammy_delay = SightRead::Second {whammy_delay / MS_PER_SECOND}; const auto video_lag = parser->value("video-lag").toInt(); if (video_lag < -MAX_VIDEO_LAG || video_lag > MAX_VIDEO_LAG) { throw std::invalid_argument( "Video lag setting unsupported by Clone Hero"); } settings.squeeze_settings.video_lag = SightRead::Second {video_lag / MS_PER_SECOND}; const auto speed = parser->value("speed").toInt(); if (speed < MIN_SPEED || speed > MAX_SPEED || speed % MIN_SPEED != 0) { throw std::invalid_argument("Speed unsupported by Clone Hero"); } settings.speed = speed; const auto opacity = parser->value("act-opacity").toFloat(); if (opacity < 0.0F || opacity > 1.0F) { throw std::invalid_argument( "Activation opacity should lie between 0.0 and 1.0"); } settings.opacity = opacity; return settings; }

11,486

C++

.cpp

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80

0.617673

GenericMadScientist/CHOpt

33

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,761

stringutil.cpp

GenericMadScientist_CHOpt/src/stringutil.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <algorithm> #include <array> #include <stdexcept> #include <QByteArrayView> #include <QChar> #include <QString> #include <QStringConverter> #include <QStringDecoder> #include <sightread/songparts.hpp> #include "stringutil.hpp" std::string_view break_off_newline(std::string_view& input) { if (input.empty()) { throw SightRead::ParseError("No lines left"); } const auto newline_location = std::min(input.find('\n'), input.find("\r\n")); if (newline_location == std::string_view::npos) { const auto line = input; input.remove_prefix(input.size()); return line; } const auto line = input.substr(0, newline_location); input.remove_prefix(newline_location); input = skip_whitespace(input); return line; } std::string_view skip_whitespace(std::string_view input) { const auto first_non_ws_location = input.find_first_not_of(" \f\n\r\t\v"); input.remove_prefix(std::min(first_non_ws_location, input.size())); return input; } std::string to_ordinal(int ordinal) { constexpr int TENS_MODULUS = 10; constexpr int HUNDREDS_MODULUS = 100; constexpr std::array<int, 3> EXCEPTIONAL_TEENS {11, 12, 13}; if (ordinal < 0) { throw std::runtime_error("ordinal was negative"); } if (std::find(EXCEPTIONAL_TEENS.cbegin(), EXCEPTIONAL_TEENS.cend(), ordinal % HUNDREDS_MODULUS) != EXCEPTIONAL_TEENS.cend()) { return std::to_string(ordinal) + "th"; } if (ordinal % TENS_MODULUS == 1) { return std::to_string(ordinal) + "st"; } if (ordinal % TENS_MODULUS == 2) { return std::to_string(ordinal) + "nd"; } if (ordinal % TENS_MODULUS == 3) { return std::to_string(ordinal) + "rd"; } return std::to_string(ordinal) + "th"; } std::string to_utf8_string(std::string_view input) { const QByteArrayView byte_view {input.data(), static_cast<qsizetype>(input.size())}; QStringDecoder to_utf8 {QStringDecoder::Utf8}; QString str = to_utf8(byte_view); if (!to_utf8.hasError()) { return str.toStdString(); } QStringDecoder to_latin_1 {QStringDecoder::Latin1}; str = to_latin_1(byte_view); if (!to_latin_1.hasError() && !str.contains(QChar {0})) { return str.toStdString(); } QStringDecoder to_utf16_le {QStringDecoder::Utf16LE}; str = to_utf16_le(byte_view); if (!to_utf16_le.hasError()) { return str.toStdString(); } throw std::runtime_error("Unable to determine string encoding"); }

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.cpp

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GenericMadScientist/CHOpt

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,762

image.cpp

GenericMadScientist_CHOpt/src/image.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2020, 2021, 2022, 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <cassert> #include <climits> #include <cmath> #include <cstdio> #include <iterator> #include <map> #include <set> #include <stdexcept> #include <QImage> #include <QString> #include "cimg_wrapper.hpp" #include "image.hpp" #include "optimiser.hpp" using namespace cimg_library; constexpr int VERSION_MAJOR = 1; constexpr int VERSION_MINOR = 9; constexpr int VERSION_PATCH = 2; constexpr int BEAT_WIDTH = 60; constexpr int FONT_HEIGHT = 13; constexpr int LEFT_MARGIN = 31; constexpr int MARGIN = 92; constexpr int MEASURE_HEIGHT = 61; constexpr int TOP_MARGIN = 125; constexpr int DIST_BETWEEN_MEASURES = MEASURE_HEIGHT + MARGIN; namespace { const char* diff_to_str(SightRead::Difficulty difficulty) { switch (difficulty) { case SightRead::Difficulty::Easy: return "Easy"; case SightRead::Difficulty::Medium: return "Medium"; case SightRead::Difficulty::Hard: return "Hard"; case SightRead::Difficulty::Expert: return "Expert"; default: throw std::runtime_error("Invalid difficulty to diff_to_str"); } } std::tuple<int, int> get_xy(const ImageBuilder& builder, double pos) { auto row = std::find_if(builder.rows().cbegin(), builder.rows().cend(), [=](const auto x) { return x.end > pos; }); auto x = LEFT_MARGIN + static_cast<int>(BEAT_WIDTH * (pos - row->start)); auto y = TOP_MARGIN + MARGIN + DIST_BETWEEN_MEASURES * static_cast<int>(std::distance(builder.rows().cbegin(), row)); return {x, y}; } int numb_of_fret_lines(SightRead::TrackType track_type) { switch (track_type) { case SightRead::TrackType::FiveFret: case SightRead::TrackType::FortniteFestival: return 4; case SightRead::TrackType::SixFret: return 2; case SightRead::TrackType::Drums: return 3; } throw std::invalid_argument("Invalid TrackType"); } void validate_snprintf_rc(int snprintf_rc) { if (snprintf_rc < 0) { throw std::runtime_error("Failure with snprintf"); } } bool is_kick_note(const ImageBuilder& builder, const DrawnNote& note) { return (builder.track_type() == SightRead::TrackType::Drums) && (note.lengths[SightRead::DRUM_KICK] != -1 || note.lengths[SightRead::DRUM_DOUBLE_KICK] != -1); } void blend_colour(unsigned char& canvas_value, int sprite_value, int sprite_alpha) { const auto MAX_OPACITY = 255; canvas_value = ((MAX_OPACITY - sprite_alpha) * canvas_value + sprite_value * sprite_alpha) / MAX_OPACITY; } int colours(const DrawnNote& note) { int colour_flags = 0; for (auto i = 0; i < static_cast<int>(note.lengths.size()); ++i) { if (note.lengths.at(i) != -1) { colour_flags |= 1 << i; } } return colour_flags; } const char* orientation_directory(const ImageBuilder& builder) { if (builder.is_lefty_flip()) { return "lefty/"; } return "righty/"; } const char* shape_directory(const ImageBuilder& builder, const DrawnNote& note) { switch (builder.track_type()) { case SightRead::TrackType::FiveFret: case SightRead::TrackType::FortniteFestival: if (note.is_sp_note) { return "stars/"; } return "circles/"; case SightRead::TrackType::SixFret: return "ghl/"; case SightRead::TrackType::Drums: if ((note.note_flags & SightRead::FLAGS_CYMBAL) != 0U) { return "cymbals/"; } return "drums/"; } throw std::invalid_argument("Invalid track type"); } } class ImageImpl { private: CImg<unsigned char> m_image; std::map<QString, QImage> m_sprite_map; void draw_sprite(const QImage& sprite, int x, int y); void draw_note(const ImageBuilder& builder, const DrawnNote& note); void draw_sustain(const ImageBuilder& builder, const DrawnNote& note); void draw_quarter_note(int x, int y); void draw_text_backwards(int x, int y, const char* text, const unsigned char* color, float opacity, unsigned int font_height); void draw_vertical_lines(const ImageBuilder& builder, const std::vector<double>& positions, std::array<unsigned char, 3> colour); const QImage& load_sprite(const QString& path); public: ImageImpl(unsigned int size_x, unsigned int size_y, unsigned int size_z, unsigned int size_c, const unsigned char& value) : m_image {size_x, size_y, size_z, size_c, value} { } ImageImpl(const ImageImpl&) = delete; ImageImpl& operator=(const ImageImpl&) = delete; ImageImpl(ImageImpl&&) = delete; ImageImpl& operator=(ImageImpl&&) = delete; ~ImageImpl() = default; void colour_beat_range(const ImageBuilder& builder, std::array<unsigned char, 3> colour, const std::tuple<double, double>& x_range, const std::tuple<int, int>& y_range, float opacity); void draw_header(const ImageBuilder& builder); void draw_measures(const ImageBuilder& builder); void draw_notes(const ImageBuilder& builder); void draw_practice_sections(const ImageBuilder& builder); void draw_score_totals(const ImageBuilder& builder); void draw_tempos(const ImageBuilder& builder); void draw_time_sigs(const ImageBuilder& builder); void draw_version(); void save(const char* filename) const { m_image.save(filename); } }; void ImageImpl::draw_header(const ImageBuilder& builder) { constexpr std::array<unsigned char, 3> BLACK {0, 0, 0}; constexpr int HEADER_FONT_HEIGHT = 23; const auto x = LEFT_MARGIN; const auto y = LEFT_MARGIN; m_image.draw_text(x, y, "%s\n%s\n%s\n%s\nTotal score = %d", BLACK.data(), 0, 1.0, HEADER_FONT_HEIGHT, builder.song_name().c_str(), builder.artist().c_str(), builder.charter().c_str(), diff_to_str(builder.difficulty()), builder.total_score()); } void ImageImpl::draw_measures(const ImageBuilder& builder) { constexpr std::array<unsigned char, 3> BLACK {0, 0, 0}; constexpr std::array<unsigned char, 3> GREY {160, 160, 160}; constexpr std::array<unsigned char, 3> LIGHT_GREY {224, 224, 224}; constexpr std::array<unsigned char, 3> RED {140, 0, 0}; constexpr int MEASURE_NUMB_GAP = 18; const int fret_lines = numb_of_fret_lines(builder.track_type()); const int colour_distance = (MEASURE_HEIGHT - 1) / fret_lines; draw_vertical_lines(builder, builder.beat_lines(), GREY); draw_vertical_lines(builder, builder.half_beat_lines(), LIGHT_GREY); auto current_row = 0; for (const auto& row : builder.rows()) { auto y = TOP_MARGIN + DIST_BETWEEN_MEASURES * current_row + MARGIN; auto x_max = LEFT_MARGIN + static_cast<int>(BEAT_WIDTH * (row.end - row.start)); for (int i = 1; i < fret_lines; ++i) { m_image.draw_line(LEFT_MARGIN, y + colour_distance * i, x_max, y + colour_distance * i, GREY.data()); } m_image.draw_rectangle(LEFT_MARGIN, y, x_max, y + MEASURE_HEIGHT - 1, BLACK.data(), 1.0, ~0U); ++current_row; } // We do measure lines after the boxes because we want the measure lines to // lie over the horizontal grey fretboard lines. We make a copy of the // measures missing the last one because we don't want to draw the last // measure line, since that is already dealt with by drawing the boxes. std::vector<double> measure_copy { builder.measure_lines().cbegin(), std::prev(builder.measure_lines().cend())}; draw_vertical_lines(builder, measure_copy, BLACK); for (std::size_t i = 0; i < builder.measure_lines().size() - 1; ++i) { auto pos = builder.measure_lines()[i]; auto [x, y] = get_xy(builder, pos); y -= MEASURE_NUMB_GAP; m_image.draw_text(x, y, "%u", RED.data(), 0, 1.0, FONT_HEIGHT, i + 1); } } void ImageImpl::draw_vertical_lines(const ImageBuilder& builder, const std::vector<double>& positions, std::array<unsigned char, 3> colour) { for (auto pos : positions) { auto [x, y] = get_xy(builder, pos); m_image.draw_line(x, y, x, y + MEASURE_HEIGHT - 1, colour.data()); } } void ImageImpl::draw_tempos(const ImageBuilder& builder) { constexpr std::array<unsigned char, 3> GREY {160, 160, 160}; constexpr int TEMPO_OFFSET = 44; for (const auto& [pos, tempo] : builder.bpms()) { auto [x, y] = get_xy(builder, pos); y -= TEMPO_OFFSET; m_image.draw_text(x + 1, y, " =%.f", GREY.data(), 0, 1.0, FONT_HEIGHT, tempo); draw_quarter_note(x, y); } } void ImageImpl::draw_quarter_note(int x, int y) { constexpr int GREY_VALUE = 160; constexpr std::array<std::tuple<int, int>, 26> PIXELS { {{4, 0}, {4, 1}, {4, 2}, {4, 3}, {4, 4}, {4, 5}, {4, 6}, {4, 7}, {4, 8}, {4, 9}, {4, 10}, {4, 11}, {3, 9}, {3, 10}, {3, 11}, {3, 12}, {2, 9}, {2, 10}, {2, 11}, {2, 12}, {1, 9}, {1, 10}, {1, 11}, {1, 12}, {0, 10}, {0, 11}}}; for (const auto& [diff_x, diff_y] : PIXELS) { auto x_pos = static_cast<unsigned int>(x + diff_x); auto y_pos = static_cast<unsigned int>(y + diff_y); m_image(x_pos, y_pos, 0) = GREY_VALUE; m_image(x_pos, y_pos, 1) = GREY_VALUE; m_image(x_pos, y_pos, 2) = GREY_VALUE; } } void ImageImpl::draw_time_sigs(const ImageBuilder& builder) { constexpr std::array<unsigned char, 3> GREY {160, 160, 160}; constexpr int TS_FONT_HEIGHT = 38; constexpr int TS_GAP = MEASURE_HEIGHT / 16; for (const auto& [pos, num, denom] : builder.time_sigs()) { auto [x, y] = get_xy(builder, pos); x += TS_GAP; y -= TS_GAP; m_image.draw_text(x, y, "%d", GREY.data(), 0, 1.0, TS_FONT_HEIGHT, num); m_image.draw_text(x, y + MEASURE_HEIGHT / 2, "%d", GREY.data(), 0, 1.0, TS_FONT_HEIGHT, denom); } } void ImageImpl::draw_score_totals(const ImageBuilder& builder) { constexpr std::array<unsigned char, 3> CYAN {0, 160, 160}; constexpr std::array<unsigned char, 3> GREEN {0, 100, 0}; constexpr std::array<unsigned char, 3> GREY {160, 160, 160}; constexpr int BASE_VALUE_MARGIN = 4; // This is enough room for the max double (below 10^309, a '.', two more // digits, then "SP"). constexpr std::size_t BUFFER_SIZE = 315; constexpr int VALUE_GAP = 13; constexpr double PERCENT_MULT = 100.0; const auto& base_values = builder.base_values(); const auto& score_values = builder.score_values(); const auto& sp_values = builder.sp_values(); const auto& sp_percent_values = builder.sp_percent_values(); const auto& measures = builder.measure_lines(); std::array<char, BUFFER_SIZE> buffer {}; for (std::size_t i = 0; i < base_values.size(); ++i) { // We need to go to the previous double because otherwise we have an OOB // when drawing the scores for the last measure. auto pos = std::nextafter(measures[i + 1], -1.0); auto [x, y] = get_xy(builder, pos); y += BASE_VALUE_MARGIN + MEASURE_HEIGHT; auto text = std::to_string(base_values[i]); draw_text_backwards(x, y, text.c_str(), GREY.data(), 1.0F, FONT_HEIGHT); text = std::to_string(score_values[i]); y += VALUE_GAP; draw_text_backwards(x, y, text.c_str(), GREEN.data(), 1.0F, FONT_HEIGHT); if (sp_percent_values.empty() && sp_values[i] == 0) { continue; } y += VALUE_GAP; if (sp_percent_values.empty()) { const auto print_rc = std::snprintf(buffer.data(), BUFFER_SIZE, "%.2fSP", sp_values[i]); validate_snprintf_rc(print_rc); } else { const auto print_rc = std::snprintf(buffer.data(), BUFFER_SIZE, "%.2f%%%%", PERCENT_MULT * sp_percent_values[i]); validate_snprintf_rc(print_rc); } draw_text_backwards(x, y, buffer.data(), CYAN.data(), 1.0F, FONT_HEIGHT); } } // CImg's normal draw_text method draws the text so the top left corner of the // box is at (x, y). This method draws the text so that the top right corner of // the box is at (x, y). void ImageImpl::draw_text_backwards(int x, int y, const char* text, const unsigned char* color, float opacity, unsigned int font_height) { // Hack for getting the text box width from the answer at // stackoverflow.com/questions/24190327. CImg<int> img_text; img_text.draw_text(0, 0, text, color, 0, opacity, font_height); x -= img_text.width(); m_image.draw_text(x, y, text, color, 0, opacity, font_height); } void ImageImpl::draw_notes(const ImageBuilder& builder) { // We draw all the kicks first because we want RYBG to lie on top of the // kicks, not underneath. for (const auto& note : builder.notes()) { if (is_kick_note(builder, note)) { draw_note(builder, note); } } for (const auto& note : builder.notes()) { if (!is_kick_note(builder, note)) { draw_note(builder, note); } } } void ImageImpl::draw_sprite(const QImage& sprite, int x, int y) { for (auto i = 0; i < sprite.width(); ++i) { for (auto j = 0; j < sprite.height(); ++j) { const auto sprite_colour = sprite.pixelColor(i, j); blend_colour(m_image(x + i, y + j, 0), sprite_colour.red(), sprite_colour.alpha()); blend_colour(m_image(x + i, y + j, 1), sprite_colour.green(), sprite_colour.alpha()); blend_colour(m_image(x + i, y + j, 2), sprite_colour.blue(), sprite_colour.alpha()); } } } const QImage& ImageImpl::load_sprite(const QString& path) { const auto it = m_sprite_map.find(path); if (it != m_sprite_map.cend()) { return it->second; } const auto [new_it, is_inserted] = m_sprite_map.emplace(path, QImage {path}); assert(is_inserted); // NOLINT const auto& image = new_it->second; assert(image.height() > 0); // NOLINT assert(image.width() > 0); // NOLINT return image; } void ImageImpl::draw_note(const ImageBuilder& builder, const DrawnNote& note) { draw_sustain(builder, note); const auto [x, y] = get_xy(builder, note.beat); QString sprite_path {":/sprites/"}; sprite_path += orientation_directory(builder); sprite_path += shape_directory(builder, note); sprite_path += QString::number(colours(note)) + ".png"; const QImage& sprite = load_sprite(sprite_path); draw_sprite(sprite, x - sprite.width() / 2, y - (sprite.height() - MEASURE_HEIGHT) / 2); } struct SustainColour { std::array<unsigned char, 3> rgb; float opacity; std::tuple<int, int> y_range; }; void ImageImpl::draw_sustain(const ImageBuilder& builder, const DrawnNote& note) { const std::map<SightRead::TrackType, std::vector<SustainColour>> colour_map {{SightRead::TrackType::FiveFret, {{{0, 255, 0}, 1.0F, {-3, 3}}, {{255, 0, 0}, 1.0F, {12, 18}}, {{255, 255, 0}, 1.0F, {27, 33}}, {{0, 0, 255}, 1.0F, {42, 48}}, {{255, 165, 0}, 1.0F, {57, 63}}, {{128, 0, 128}, 0.5F, {7, 53}}}}, {SightRead::TrackType::FortniteFestival, {{{0, 255, 0}, 1.0F, {-3, 3}}, {{255, 0, 0}, 1.0F, {12, 18}}, {{255, 255, 0}, 1.0F, {27, 33}}, {{0, 0, 255}, 1.0F, {42, 48}}, {{255, 165, 0}, 1.0F, {57, 63}}, {{128, 0, 128}, 0.5F, {7, 53}}}}, {SightRead::TrackType::SixFret, {{{150, 150, 150}, 1.0F, {-3, 3}}, {{150, 150, 150}, 1.0F, {27, 33}}, {{150, 150, 150}, 1.0F, {57, 63}}, {{150, 150, 150}, 1.0F, {-3, 3}}, {{150, 150, 150}, 1.0F, {27, 33}}, {{150, 150, 150}, 1.0F, {57, 63}}, {{150, 150, 150}, 0.5F, {7, 53}}}}, {SightRead::TrackType::Drums, {}}}; const auto& colours = colour_map.at(builder.track_type()); for (auto i = 0U; i < colours.size(); ++i) { const auto length = note.lengths.at(i); if (length <= 0.0) { continue; } const auto& colour = colours[i]; auto range = colour.y_range; if (builder.is_lefty_flip()) { range = {MEASURE_HEIGHT - 1 - std::get<1>(range), MEASURE_HEIGHT - 1 - std::get<0>(range)}; } std::tuple<double, double> x_range {note.beat, note.beat + length}; colour_beat_range(builder, colour.rgb, x_range, range, colour.opacity); } } void ImageImpl::colour_beat_range(const ImageBuilder& builder, std::array<unsigned char, 3> colour, const std::tuple<double, double>& x_range, const std::tuple<int, int>& y_range, float opacity) { double start = std::numeric_limits<double>::quiet_NaN(); double end = std::numeric_limits<double>::quiet_NaN(); std::tie(start, end) = x_range; // Required if a beat range ends after the end of a song (e.g., a solo // section) end = std::min(end, std::nextafter(builder.rows().back().end, 0.0)); auto row_iter = std::find_if(builder.rows().cbegin(), builder.rows().cend(), [=](const auto& r) { return r.end > start; }); auto row = static_cast<int>(std::distance(builder.rows().cbegin(), row_iter)); const auto& [y_min, y_max] = y_range; while (start < end) { auto block_end = std::min(row_iter->end, end); auto x_min = LEFT_MARGIN + static_cast<int>(BEAT_WIDTH * (start - row_iter->start)); // -1 is so regions that cross rows do not go over the ending line of a // row. auto x_max = LEFT_MARGIN + static_cast<int>(BEAT_WIDTH * (block_end - row_iter->start)) - 1; if (x_min <= x_max) { auto y = TOP_MARGIN + MARGIN + DIST_BETWEEN_MEASURES * row; m_image.draw_rectangle(x_min, y + y_min, x_max, y + y_max, colour.data(), opacity); } start = block_end; ++row_iter; ++row; } } void ImageImpl::draw_version() { for (auto i = 0; i < CHAR_BIT; ++i) { m_image(i, 0, 0) ^= (VERSION_MAJOR >> (CHAR_BIT - i - 1)) & 1; m_image(i, 0, 1) ^= (VERSION_MINOR >> (CHAR_BIT - i - 1)) & 1; m_image(i, 0, 2) ^= (VERSION_PATCH >> (CHAR_BIT - i - 1)) & 1; } } void ImageImpl::draw_practice_sections(const ImageBuilder& builder) { constexpr std::array<unsigned char, 3> BLACK {0, 0, 0}; constexpr int SECTION_NAME_GAP = 31; for (const auto& section : builder.practice_sections()) { const auto pos = std::get<0>(section); auto [x, y] = get_xy(builder, pos); y -= SECTION_NAME_GAP; m_image.draw_text(x, y, "%s", BLACK.data(), 0, 1.0, FONT_HEIGHT, std::get<1>(section).c_str()); } } Image::Image(const ImageBuilder& builder) { constexpr std::array<unsigned char, 3> green {0, 255, 0}; constexpr std::array<unsigned char, 3> blue {0, 0, 255}; constexpr std::array<unsigned char, 3> yellow {255, 255, 0}; constexpr std::array<unsigned char, 3> red {255, 0, 0}; constexpr std::array<unsigned char, 3> solo_blue {0, 51, 128}; constexpr std::array<unsigned char, 3> pink {127, 0, 0}; constexpr unsigned int IMAGE_WIDTH = 1024; constexpr float RANGE_OPACITY = 0.33333F; constexpr int SOLO_HEIGHT = 10; constexpr unsigned char WHITE = 255; const auto height = static_cast<unsigned int>( TOP_MARGIN + MARGIN + DIST_BETWEEN_MEASURES * builder.rows().size()); m_impl = std::make_unique<ImageImpl>(IMAGE_WIDTH, height, 1, 3, WHITE); m_impl->draw_version(); m_impl->draw_header(builder); m_impl->draw_practice_sections(builder); m_impl->draw_measures(builder); m_impl->draw_tempos(builder); m_impl->draw_time_sigs(builder); for (const auto& range : builder.solo_ranges()) { m_impl->colour_beat_range( builder, solo_blue, range, {-SOLO_HEIGHT, MEASURE_HEIGHT - 1 + SOLO_HEIGHT}, RANGE_OPACITY / 2); } for (const auto& range : builder.bre_ranges()) { m_impl->colour_beat_range( builder, pink, range, {-SOLO_HEIGHT, MEASURE_HEIGHT - 1 + SOLO_HEIGHT}, RANGE_OPACITY / 2); } for (const auto& range : builder.fill_ranges()) { m_impl->colour_beat_range( builder, pink, range, {-SOLO_HEIGHT, MEASURE_HEIGHT - 1 + SOLO_HEIGHT}, RANGE_OPACITY / 2); } for (const auto& range : builder.unison_ranges()) { m_impl->colour_beat_range(builder, yellow, range, {-SOLO_HEIGHT, -1}, RANGE_OPACITY / 2); m_impl->colour_beat_range( builder, yellow, range, {MEASURE_HEIGHT, MEASURE_HEIGHT - 1 + SOLO_HEIGHT}, RANGE_OPACITY / 2); } m_impl->draw_notes(builder); m_impl->draw_score_totals(builder); for (const auto& range : builder.green_ranges()) { m_impl->colour_beat_range(builder, green, range, {0, MEASURE_HEIGHT - 1}, RANGE_OPACITY); } for (const auto& range : builder.yellow_ranges()) { m_impl->colour_beat_range(builder, yellow, range, {0, MEASURE_HEIGHT - 1}, RANGE_OPACITY); } for (const auto& range : builder.red_ranges()) { m_impl->colour_beat_range(builder, red, range, {0, MEASURE_HEIGHT - 1}, builder.activation_opacity()); } for (const auto& range : builder.blue_ranges()) { m_impl->colour_beat_range(builder, blue, range, {0, MEASURE_HEIGHT - 1}, builder.activation_opacity()); } } Image::~Image() = default; Image::Image(Image&& image) noexcept = default; Image& Image::operator=(Image&& image) noexcept = default; void Image::save(const char* filename) const { m_impl->save(filename); }

23,774

C++

.cpp

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GenericMadScientist/CHOpt

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false

1,537,763

songfile.cpp

GenericMadScientist_CHOpt/src/songfile.cpp

/* * CHOpt - Star Power optimiser for Clone Hero * Copyright (C) 2023, 2024 Raymond Wright * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see <https://www.gnu.org/licenses/>. */ #include <filesystem> #include <set> #include <string_view> #include <QFile> #include <QString> #include <sightread/chartparser.hpp> #include <sightread/midiparser.hpp> #include "ini.hpp" #include "songfile.hpp" #include "stringutil.hpp" namespace { std::set<SightRead::Instrument> permitted_instruments(Game game) { switch (game) { case Game::CloneHero: return {SightRead::Instrument::Guitar, SightRead::Instrument::GuitarCoop, SightRead::Instrument::Bass, SightRead::Instrument::Rhythm, SightRead::Instrument::Keys, SightRead::Instrument::GHLGuitar, SightRead::Instrument::GHLBass, SightRead::Instrument::GHLRhythm, SightRead::Instrument::GHLGuitarCoop, SightRead::Instrument::Drums}; case Game::FortniteFestival: return {SightRead::Instrument::FortniteGuitar, SightRead::Instrument::FortniteBass, SightRead::Instrument::FortniteDrums, SightRead::Instrument::FortniteVocals, SightRead::Instrument::FortniteProGuitar, SightRead::Instrument::FortniteProBass}; case Game::GuitarHeroOne: return {SightRead::Instrument::Guitar}; case Game::RockBand: return {SightRead::Instrument::Guitar, SightRead::Instrument::Bass}; case Game::RockBandThree: return {SightRead::Instrument::Guitar, SightRead::Instrument::Bass, SightRead::Instrument::Keys}; default: throw std::invalid_argument("Invalid Game"); } } bool parse_solos(Game game) { return game != Game::GuitarHeroOne && game != Game::FortniteFestival; } } SongFile::SongFile(const std::string& filename) { std::string ini_file; const std::filesystem::path song_path {filename}; const auto song_directory = song_path.parent_path(); const auto ini_path = song_directory / "song.ini"; QFile ini {QString::fromStdString(ini_path.string())}; if (ini.open(QIODevice::ReadOnly | QIODevice::Text)) { ini_file = ini.readAll().toStdString(); } m_metadata = parse_ini(ini_file); if (filename.ends_with(".chart")) { m_file_type = FileType::Chart; } else if (filename.ends_with(".mid")) { m_file_type = FileType::Midi; } else { throw std::invalid_argument("file should be .chart or .mid"); } QFile chart {QString::fromStdString(filename)}; if (!chart.open(QIODevice::ReadOnly)) { throw std::invalid_argument("File did not open"); } const auto chart_buffer = chart.readAll(); m_loaded_file = std::vector<std::uint8_t> {chart_buffer.cbegin(), chart_buffer.cend()}; } SightRead::Song SongFile::load_song(Game game) const { switch (m_file_type) { case FileType::Chart: { std::string_view chart_buffer { reinterpret_cast<const char*>(m_loaded_file.data()), // NOLINT m_loaded_file.size()}; std::string u8_string; try { u8_string = to_utf8_string(chart_buffer); } catch (const std::invalid_argument& e) { throw SightRead::ParseError(e.what()); } SightRead::ChartParser parser {m_metadata}; parser.permit_instruments(permitted_instruments(game)); parser.parse_solos(parse_solos(game)); return parser.parse(u8_string); } case FileType::Midi: std::span<const std::uint8_t> midi_buffer {m_loaded_file.data(), m_loaded_file.size()}; SightRead::MidiParser parser {m_metadata}; parser.permit_instruments(permitted_instruments(game)); parser.parse_solos(parse_solos(game)); return parser.parse(midi_buffer); } throw std::runtime_error("Invalid file type"); }

4,650

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.cpp

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31.848739

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0.651327

GenericMadScientist/CHOpt

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4

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GPL-3.0

9/20/2024, 10:44:51 PM (Europe/Amsterdam)

false