public PyList getHandFeature(PlayerKeyInfo ownInfo, PlayerKeyInfo enemyInfo)
{
int[] featureArray = new int[cardArray.Length * 2];
foreach (PlayerKeyInfo.CardKeyInfo hc in ownInfo.handcardJsonList)
{
int idx = cardIdxDict[CardDB.Instance.cardNamestringToEnum(hc.cardName)];
featureArray[idx] = featureArray[idx] + 1;
}
foreach (PlayerKeyInfo.CardKeyInfo hc in enemyInfo.handcardJsonList)
{
int idx = cardIdxDict[CardDB.Instance.cardNamestringToEnum(hc.cardName)] + cardArray.Length;
featureArray[idx] = featureArray[idx] + 1;
}
PyList hand_feature = new PyList();
foreach (int ft in featureArray)
{
PyInt num = new PyInt(ft);
hand_feature.Append(num);
num.Dispose();
}
return(hand_feature);
}
public PyList getHandFeature(Playfield p, bool own)
{
Player mPlayer, ePlayer;
if (own)
{
mPlayer = p.playerFirst;
ePlayer = p.playerSecond;
}
else
{
mPlayer = p.playerSecond;
ePlayer = p.playerFirst;
}
int[] featureArray = new int[cardArray.Length * 2];
foreach (Handmanager.Handcard hc in mPlayer.owncards)
{
int idx = cardIdxDict[hc.card.name];
featureArray[idx] = featureArray[idx] + 1;
}
foreach (Handmanager.Handcard hc in ePlayer.owncards)
{
int idx = cardIdxDict[hc.card.name] + cardArray.Length;
featureArray[idx] = featureArray[idx] + 1;
}
PyList hand_feature = new PyList();
foreach (int ft in featureArray)
{
PyInt num = new PyInt(ft);
hand_feature.Append(num);
num.Dispose();
}
return(hand_feature);
}
public dynamic parsePlayfieldCNN(Playfield p, bool own)
{
Player mPlayer, ePlayer;
List <CardDB.Card> mDeck, eDeck;
if (own)
{
mPlayer = p.playerFirst;
ePlayer = p.playerSecond;
mDeck = p.homeDeck;
eDeck = p.awayDeck;
}
else
{
ePlayer = p.playerFirst;
mPlayer = p.playerSecond;
eDeck = p.homeDeck;
mDeck = p.awayDeck;
}
PyInt ownMana = FeatureConst.Instance.pyIntMap[mPlayer.ownMaxMana];
PyInt ownHp = FeatureConst.Instance.pyIntMap[mPlayer.ownHero.Hp + mPlayer.ownHero.armor];
PyInt enemyMana = FeatureConst.Instance.pyIntMap[ePlayer.ownMaxMana];
PyInt enemyHp = FeatureConst.Instance.pyIntMap[ePlayer.ownHero.Hp + ePlayer.ownHero.armor];
PyList hero_feature = new PyList(new PyObject[] { ownMana, ownHp, enemyMana, enemyHp });
ownMana.Dispose();
ownHp.Dispose();
enemyMana.Dispose();
enemyHp.Dispose();
PyList own_hand_list = new PyList();
foreach (Handmanager.Handcard hc in mPlayer.owncards)
{
PyDict hand_card = new PyDict();
hand_card["cardName"] = new PyString(hc.card.name.ToString());
PythonUtils.AppendRecycle(own_hand_list, hand_card);
}
PyList enemy_hand_list = new PyList();
foreach (Handmanager.Handcard hc in ePlayer.owncards)
{
PyDict hand_card = new PyDict();
hand_card["cardName"] = new PyString(hc.card.name.ToString());
PythonUtils.AppendRecycle(enemy_hand_list, hand_card);
}
PyList own_minion_list = new PyList();
foreach (Minion m in mPlayer.ownMinions)
{
PyDict minion = new PyDict();
minion["Hp"] = FeatureConst.Instance.pyIntMap[m.Hp];
minion["Angr"] = FeatureConst.Instance.pyIntMap[m.Angr];
minion["name"] = new PyString(m.name.ToString());
PythonUtils.AppendRecycle(own_minion_list, minion);
}
PyList enemy_minion_list = new PyList();
foreach (Minion m in ePlayer.ownMinions)
{
PyDict minion = new PyDict();
minion["Hp"] = FeatureConst.Instance.pyIntMap[m.Hp];
minion["Angr"] = FeatureConst.Instance.pyIntMap[m.Angr];
minion["name"] = new PyString(m.name.ToString());
PythonUtils.AppendRecycle(enemy_minion_list, minion);
}
PyList own_deck_list = new PyList();
foreach (CardDB.Card c in mDeck)
{
PyString card_name = new PyString(c.name.ToString());
PythonUtils.AppendRecycle(own_deck_list, card_name);
}
PyList enemy_deck_list = new PyList();
foreach (CardDB.Card c in eDeck)
{
PyString card_name = new PyString(c.name.ToString());
PythonUtils.AppendRecycle(enemy_deck_list, card_name);
}
dynamic own_play_list = new PyList();
foreach (Action action in mPlayer.playactions)
{
if (action.actionType == actionEnum.playcard)
{
PyString card_name = new PyString(action.card.card.name.ToString());
PythonUtils.AppendRecycle(own_play_list, card_name);
}
}
dynamic res_list = board_encoder.encode_for_cnn_phase(hero_feature, own_hand_list, own_minion_list,
enemy_hand_list, enemy_minion_list, own_deck_list, enemy_deck_list, own_play_list);
hero_feature.Dispose();
own_hand_list.Dispose();
own_minion_list.Dispose();
enemy_hand_list.Dispose();
enemy_minion_list.Dispose();
own_deck_list.Dispose();
enemy_deck_list.Dispose();
own_play_list.Dispose();
return(res_list);
}