public static string FeaturizationToStringFlatten(Playfield pf)
{
BinaryFeature globalFeature = EncodeGlobal(pf);
string globalStr = globalFeature.EncodeToStringFlatten();
BinaryFeature boardFeature = encodeBoard(pf);
string boardStr = boardFeature.EncodeToStringFlatten();
BinaryFeature handFeature = encodeHand(pf);
string handStr = handFeature.EncodeToStringFlatten();
BinaryFeature playableFeature = encodePlay(pf);
string playStr = playableFeature.EncodeToStringFlatten();
return(globalStr + "|" + boardStr + "|" + handStr + "|" + playStr);
}
public static void NumpyFeaturization(Playfield pf, dynamic globalIdxArr, dynamic boardIdxArr, dynamic handIdxArr, dynamic playIdxArr)
{
Player mPlayer = pf.getCurrentPlayer(true);
Player ePlayer = pf.getCurrentPlayer(false);
int ownMana = mPlayer.ownMaxMana;
int enemyMana = ePlayer.ownMaxMana;
int ownHp = mPlayer.ownHero.getHeroHpValue();
int enemyHp = ePlayer.ownHero.getHeroHpValue();
int glbIdx = 0;
glbIdx += ownMana - 1;
//globalIdxArr.itemset(glbIdx, 1);
globalIdxArr.Append(FeatureConst.Instance.pyIntMap[glbIdx]);
glbIdx = 10;
if (!pf.isOwnTurn)
{
globalIdxArr.Append(FeatureConst.Instance.pyIntMap[glbIdx]);
}
int heroIdx = FeatureConst.Instance.heroHpDict[ownHp + enemyHp * 10];
glbIdx += heroIdx;
globalIdxArr.Append(FeatureConst.Instance.pyIntMap[glbIdx]);
BinaryFeature boardFeature = encodeBoard(pf);
boardFeature.FillIdxArr(boardIdxArr, 0);
BinaryFeature handFeature = encodeHand(pf);
//BinaryFeature DeckFeature = encodeDeck(pf);
PyList dim1 = new PyList();
PyList dim2 = new PyList();
for (int i = 0; i < handFeature.data.Length; i++)
{
dim1.Append(FeatureConst.Instance.pyIntMap[handFeature.data[i]]);
dim2.Append(FeatureConst.Instance.pyIntMap[i]);
}
//for (int i = 0; i < DeckFeature.data.Length; i++)
//{
// dim1.Append(FeatureConst.Instance.pyIntMap[DeckFeature.data[i] + 9]);
// dim2.Append(FeatureConst.Instance.pyIntMap[i]);
//}
PythonUtils.AppendRecycle(handIdxArr, dim1);
PythonUtils.AppendRecycle(handIdxArr, dim2);
BinaryFeature playableFeature = encodePlay(pf);
dim1 = new PyList();
dim2 = new PyList();
for (int i = 0; i < playableFeature.data.Length; i++)
{
if (playableFeature.data[i] > 0)
{
dim1.Append(FeatureConst.Instance.pyIntMap[0]);
dim2.Append(FeatureConst.Instance.pyIntMap[i]);
}
}
BinaryFeature playedFeature = encodePlayed(pf);
for (int i = 0; i < playedFeature.data.Length; i++)
{
if (playedFeature.data[i] > 0)
{
dim1.Append(FeatureConst.Instance.pyIntMap[1]);
dim2.Append(FeatureConst.Instance.pyIntMap[i]);
}
}
PythonUtils.AppendRecycle(playIdxArr, dim1);
PythonUtils.AppendRecycle(playIdxArr, dim2);
}