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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,127 @@ | ||
| #include "ai/trainingdatagenerator.h" | ||
| #include "ai/coreai.h" | ||
| #include "ai/heavyai/situationevaluator.h" | ||
| #include "coreengine/memorymanagement.h" | ||
| #include "coreengine/settings.h" | ||
| #include "game/gamemap.h" | ||
| #include "game/gameaction.h" | ||
|
|
||
| TrainingDataGenerator::TrainingDataGenerator(GameMap* pMap) | ||
| : m_pMap(pMap) | ||
| { | ||
| #ifdef GRAPHICSUPPORT | ||
| setObjectName("TrainingDataGenerator"); | ||
| #endif | ||
| Interpreter::setCppOwnerShip(this); | ||
| init(); | ||
| } | ||
|
|
||
| void TrainingDataGenerator::init() | ||
| { | ||
| m_evaluators.clear(); | ||
| m_data.clear(); | ||
| if (Settings::getInstance()->getCreateAiTrainingData()) | ||
| { | ||
| for (qint32 i = 0; i < m_pMap->getPlayerCount(); ++i) | ||
| { | ||
| m_evaluators.push_back(MemoryManagement::create<SituationEvaluator>(m_pMap->getPlayer(i))); | ||
| m_data.push_back(QStringList()); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| void TrainingDataGenerator::onActionDone(GameAction* pAction) | ||
| { | ||
| if (Settings::getInstance()->getCreateAiTrainingData()) | ||
| { | ||
| if (pAction->getActionID() == CoreAI::ACTION_BUILD_UNITS) | ||
| { | ||
|
|
||
| } | ||
| else if (pAction->getMovePathLength() > 0) | ||
| { | ||
| qint32 player = m_pMap->getCurrentPlayer()->getPlayerID(); | ||
| m_evaluators[player]->updateInputVector(m_pMap, pAction->getActionTarget(), true); | ||
| m_data[player].append(m_evaluators[player]->getInputVector()); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| void TrainingDataGenerator::saveDataToFile() | ||
| { | ||
| saveDataToFile(m_pMap->getMapName() + QDateTime::currentDateTime().toString("dd-MM-yyyy-hh-mm-ss") + ".csv"); | ||
| } | ||
|
|
||
| void TrainingDataGenerator::saveDataToFile(const QString & filepath) | ||
| { | ||
| if (Settings::getInstance()->getCreateAiTrainingData()) | ||
| { | ||
| qint32 winner = m_pMap->getWinnerTeam(); | ||
| if (winner >= 0 || m_pMap->getGameRules()->getDrawVotingResult() == GameEnums::DrawVoting_Yes) | ||
| { | ||
| QFile file("situationResults_" + filepath); | ||
| file.open(QFile::OpenModeFlag::WriteOnly); | ||
| QTextStream stream(&file); | ||
| for (qint32 i = 0; i < m_data.size(); ++i) | ||
| { | ||
| QString output; | ||
| if (winner < 0) | ||
| { | ||
| output = "0"; | ||
| } | ||
| else if (winner == m_pMap->getPlayer(i)->getTeam()) | ||
| { | ||
| output = "1"; | ||
| } | ||
| else | ||
| { | ||
| output = "-1"; | ||
| } | ||
| for (qint32 i2 = 0; i2 < m_data.size(); ++i2) | ||
| { | ||
| stream << m_data[i][i2] << ";" << output; | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
|
|
||
| void TrainingDataGenerator::serializeObject(QDataStream& pStream) const | ||
| { | ||
| serializeObject(pStream, false); | ||
| } | ||
|
|
||
| void TrainingDataGenerator::serializeObject(QDataStream& pStream, bool forHash) const | ||
| { | ||
| pStream << getVersion(); | ||
| pStream << static_cast<qint32>(m_data.size()); | ||
| for (auto & data : m_data) | ||
| { | ||
| pStream << static_cast<qint32>(data.size()); | ||
| for (auto & item : data) | ||
| { | ||
| pStream << item; | ||
| } | ||
| } | ||
| } | ||
|
|
||
| void TrainingDataGenerator::deserializeObject(QDataStream& pStream) | ||
| { | ||
| init(); | ||
| qint32 version = 0; | ||
| pStream >> version; | ||
| qint32 size = 0; | ||
| pStream >> size; | ||
| for (qint32 i = 0; i < size; ++i) | ||
| { | ||
| m_data.push_back(QStringList()); | ||
| qint32 size2 = 0; | ||
| pStream >> size2; | ||
| for (qint32 i2 = 0; i2 < size2; ++i2) | ||
| { | ||
| QString item; | ||
| pStream >> item; | ||
| m_data[i].push_back(item); | ||
| } | ||
| } | ||
| } |
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