[draft] AI picks based on card ratings. Added debug logging for a while.

This commit is contained in:
magenoxx 2011-01-11 20:49:36 +03:00
parent d706e7910d
commit 41e2342540
3 changed files with 188 additions and 2 deletions

View file

@ -90,6 +90,7 @@ import mage.game.Game;
import mage.game.Table;
import mage.game.combat.CombatGroup;
import mage.game.permanent.Permanent;
import mage.player.ai.utils.RateCard;
import mage.players.Player;
import mage.players.PlayerImpl;
import mage.target.Target;
@ -789,9 +790,25 @@ public class ComputerPlayer<T extends ComputerPlayer<T>> extends PlayerImpl<T> i
@Override
public void pickCard(List<Card> cards, Deck deck, Draft draft) {
//TODO: improve this
if (cards.size() == 0) {
throw new IllegalArgumentException("No cards to pick from.");
}
try {
Card bestCard = null;
int maxScore = 0;
for (Card card : cards) {
int score = RateCard.rateCard(card, null);
if (bestCard == null || score > maxScore) {
maxScore = score;
bestCard = card;
}
}
System.out.println("[DEBUG] AI picked: " + bestCard.getName() + ", score=" + maxScore);
draft.addPick(playerId, bestCard.getId());
} catch (Exception e) {
draft.addPick(playerId, cards.get(0).getId());
}
}
protected Attackers getPotentialAttackers(Game game) {
logger.fine("getAvailableAttackers");

View file

@ -0,0 +1,169 @@
package mage.player.ai.utils;
import mage.Constants;
import mage.cards.Card;
import java.io.InputStream;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Scanner;
/**
* Class responsible for reading ratings from resources and rating gived cards.
* Based on card relative ratings from resources and card parameters.
*
* @author nantuko
*/
public class RateCard {
private static Map<String, Integer> ratings;
private static Integer min = Integer.MAX_VALUE, max = 0;
/**
* Rating that is given for new cards.
* Ratings are in [1,10] range, so setting it high will make new cards appear more often.
*/
private static final int DEFAULT_NOT_RATED_CARD_RATING = 4;
/**
* Hide constructor.
*/
private RateCard() {
}
/**
* Get absolute score of the card.
* Depends on type, manacost, rating.
*
* @param card
* @return
*/
public static int rateCard(Card card, List<Constants.ColoredManaSymbol> allowedColors) {
int type = 0;
if (card.getCardType().contains(Constants.CardType.CREATURE)) {
type = 10;
} else if (card.getSubtype().contains("Equipment")) {
type = 8;
} else if (card.getSubtype().contains("Aura")) {
type = 5;
} else if (card.getCardType().contains(Constants.CardType.INSTANT)) {
type = 7;
} else {
type = 6;
}
int score = 3 * getCardRating(card) + type + getManaCostScore(card, allowedColors);
return score;
}
/**
* Return rating of the card.
*
* @param card Card to rate.
* @return Rating number from [1;10].
*/
private static int getCardRating(Card card) {
if (ratings == null) {
readRatings();
}
if (ratings.containsKey(card.getName())) {
int r = ratings.get(card.getName());
// normalize to [1..10]
float f = 10.0f * (r - min) / (max - min);
return (int) Math.round(f);
}
return DEFAULT_NOT_RATED_CARD_RATING;
}
/**
* Reads ratings from resources.
*/
private synchronized static void readRatings() {
if (ratings == null) {
ratings = new HashMap<String, Integer>();
String filename = "/ratings.txt";
try {
InputStream is = RateCard.class.getResourceAsStream(filename);
Scanner scanner = new Scanner(is);
while (scanner.hasNextLine()) {
String line = scanner.nextLine();
String[] s = line.split(":");
if (s.length == 2) {
Integer rating = Integer.parseInt(s[0].trim());
String name = s[1].trim();
if (rating > max) {
max = rating;
}
if (rating < min) {
min = rating;
}
ratings.put(name, rating);
}
}
} catch (Exception e) {
e.printStackTrace();
ratings.clear(); // no rating available on exception
}
}
}
private static final int SINGLE_PENALTY[] = {0, 1, 1, 3, 6, 9};
/**
* Get manacost score.
* Depends on chosen colors. Returns negative score for those cards that doesn't fit allowed colors.
* If allowed colors are not chosen, then score based on converted cost is returned with penalty for heavy colored cards.
*
*
* @param card
* @param allowedColors Can be null.
* @return
*/
private static int getManaCostScore(Card card, List<Constants.ColoredManaSymbol> allowedColors) {
int converted = card.getManaCost().convertedManaCost();
if (allowedColors == null) {
int colorPenalty = 0;
for (String symbol : card.getManaCost().getSymbols()) {
if (isColoredMana(symbol)) {
colorPenalty++;
}
}
return 2 * (converted - colorPenalty + 1);
}
final Map<String, Integer> singleCount = new HashMap<String, Integer>();
int maxSingleCount = 0;
for (String symbol : card.getManaCost().getSymbols()) {
int count = 0;
symbol = symbol.replace("{", "").replace("}", "");
if (isColoredMana(symbol)) {
for (Constants.ColoredManaSymbol allowed : allowedColors) {
if (allowed.toString().equals(symbol)) {
count++;
}
}
if (count == 0) {
return -30;
}
Integer typeCount = singleCount.get(symbol);
if (typeCount == null) {
typeCount = new Integer(0);
}
typeCount += 1;
singleCount.put(symbol, typeCount);
maxSingleCount = Math.max(maxSingleCount, typeCount);
}
}
return 2 * converted + 3 * (10 - SINGLE_PENALTY[maxSingleCount]/*-DOUBLE_PENALTY[doubleCount]*/);
}
/**
* Determines whether mana symbol is color.
*
* @param symbol
* @return
*/
private static boolean isColoredMana(String symbol) {
return symbol.equals("W") || symbol.equals("G") || symbol.equals("U") || symbol.equals("B") || symbol.equals("R");
}
}