void HoningTest(
HSCardExpasionConfiguration config,
HSHoningBayes fixedBayes,
KNNEfficiency fixedKNN,
int mana,
int maxCards,
HoningNetwork <String> net,
Dictionary <String, CardObject> cardTable,
String seed,
HSCardOperator op,
ExpansionGeneralPolitics pol,
out List <String> combo,
out double creativity,
out double efficiency,
out double surprise)
{
config.maxCards = maxCards;
config.total_mana = mana;
List <List <String> > out_subcluster;
List <String> out_combo;
op.GreedyExpansionDelegated(
ref net,
ref config,
ref cardTable,
pol,
PriorityPolitics.Random,
PriorityPolitics.Random,
seed,
out out_subcluster,
out out_combo);
// Context filter
int voidCount = 0;
for (int i = 0; i < out_combo.Count; i++)
{
if (out_combo[i] == "")
{
voidCount++;
}
}
while (voidCount > 0)
{
out_combo.Remove("");
voidCount--;
}
// Surprise
ComboNode comboNode = ToComboNode(out_combo);
double[] surpriseVector;
fixedBayes.CalculateSurprise(ref comboNode, 1, out surpriseVector, out surprise, true);
// Calculate efficiency
Double[] efficiencyVector;
config.bayes.GenerateComboVector(ref comboNode, out efficiencyVector);
Instance knnInstance = new Instance(efficiencyVector);
efficiency = config.knn.getKNearestWinrates(knnInstance, 5);
// Percent
efficiency /= 100;
// Calculate creativity
creativity = ((surprise / config.highestSurprise) + efficiency) / 2;
// Combo return
combo = out_combo;
}
public void PopulateFromHoningNetwork(ref HSDecksParser decks, ref Dictionary <String, CardObject> cardTable, int mana_mult)
{
combos_per_card = 10;
combos_by_quantity = new Dictionary <string, Dictionary <int, List <ComboNode> > >();
// Hero loop
foreach (String hero in decks.decks_by_hero.Keys)
{
// Decks loop
foreach (HSDeckInfo deckinfo in decks.decks_by_hero[hero])
{
// Generate honingNet for the deck
HoningNetwork <String> deck_net = new HoningNetwork <string>();
List <CardObject> cards_objects = new List <CardObject>();
HoningStoneBuilder builder = new HoningStoneBuilder();
// Generate card table info to populate the honingNetwork
foreach (String card in deckinfo.cards)
{
if (cardTable.ContainsKey(card))
{
cards_objects.Add(cardTable[card]);
}
}
builder.PopulateFromCardData(ref deck_net, ref cards_objects);
builder.BuildThirdLevel(ref deck_net, ref cards_objects);
// Generate all combos
HSCardOperator op = new HSCardOperator();
HSCardExpasionConfiguration conf = new HSCardExpasionConfiguration(null, null);
for (int j = 1; j < mana_mult; j++)
{
// Mana to spend on combo
conf.total_mana = 10 * j;
// Same deck insertion flag
bool same_deck = false;
foreach (String card in deckinfo.cards)
{
for (int i = 0; i < combos_per_card; i++)
{
List <List <String> > combo;
List <String> sCombo;
op.GreedyExpansionDelegated(
ref deck_net,
ref conf,
ref cardTable,
ExpansionGeneralPolitics.Random,
PriorityPolitics.Random,
PriorityPolitics.Random,
card,
out combo,
out sCombo);
// Create new combo object(Node) or get an existing one
Dictionary <String, String> comboToFind = new Dictionary <string, string>();
foreach (String c in sCombo)
{
comboToFind.Add(c, c);
}
if (comboToFind.Count == 0)
{
continue;
}
ComboNode new_combo = FindCombo(ref comboToFind, hero);
if (new_combo == null)
{
new_combo = new ComboNode();
if (!combos_by_quantity.ContainsKey(hero))
{
combos_by_quantity.Add(hero, new Dictionary <int, List <ComboNode> >());
}
if (!combos_by_quantity[hero].ContainsKey(comboToFind.Count))
{
combos_by_quantity[hero].Add(comboToFind.Count, new List <ComboNode>());
}
// Configura winrate for this combo
float comboWinrate;
float.TryParse(deckinfo.winrate, out comboWinrate);
new_combo.winrates.Add(comboWinrate);
new_combo.combo = comboToFind;
// Add the combo to the master holder
combos_by_quantity[hero][comboToFind.Count].Add(new_combo);
}
else
{
if (!same_deck && new_combo.combo.Count != 0)
{
float comboWinrate;
float.TryParse(deckinfo.winrate, out comboWinrate);
new_combo.winrates.Add(comboWinrate);
}
}
same_deck = true;
}
} // end foreach card
} // end for manda
} // end foreach deck
} // end foreach hero
}