Examples with ProPurchaseOptionMap games.strategy.triplea.ai.pro.data.ProPurchaseOptionMap used on opensource projects

Example 1 with ProPurchaseOptionMap

use of games.strategy.triplea.ai.pro.data.ProPurchaseOptionMap in project triplea by triplea-game.

the class ProPurchaseAi method bid.

/**
 * Default settings for bidding:
 * 1) Limit one bid unit in a territory or sea zone (until set in all territories then 2, etc).
 * 2) The nation placing a unit in a territory or sea zone must have started with a unit in said territory or sea zone
 * prior to placing the bid.
 */
Map<Territory, ProPurchaseTerritory> bid(final int pus, final IPurchaseDelegate purchaseDelegate, final GameData startOfTurnData) {
    // Current data fields
    data = ProData.getData();
    this.startOfTurnData = startOfTurnData;
    player = ProData.getPlayer();
    resourceTracker = new ProResourceTracker(pus, data);
    territoryManager = new ProTerritoryManager(calc);
    isBid = true;
    final ProPurchaseOptionMap purchaseOptions = ProData.purchaseOptions;
    ProLogger.info("Starting bid phase with resources: " + resourceTracker);
    if (!player.getUnits().getUnits().isEmpty()) {
        ProLogger.info("Starting bid phase with unplaced units=" + player.getUnits().getUnits());
    }
    // Find all purchase/place territories
    final Map<Territory, ProPurchaseTerritory> purchaseTerritories = ProPurchaseUtils.findBidTerritories(player);
    int previousNumUnits = 0;
    while (true) {
        // Determine max enemy attack units and current allied defenders
        territoryManager.populateEnemyAttackOptions(new ArrayList<>(), new ArrayList<>(purchaseTerritories.keySet()));
        findDefendersInPlaceTerritories(purchaseTerritories);
        // Prioritize land territories that need defended and purchase additional defenders
        final List<ProPlaceTerritory> needToDefendLandTerritories = prioritizeTerritoriesToDefend(purchaseTerritories, true);
        purchaseDefenders(purchaseTerritories, needToDefendLandTerritories, purchaseOptions.getLandFodderOptions(), purchaseOptions.getAirOptions(), true);
        // Find strategic value for each territory
        ProLogger.info("Find strategic value for place territories");
        final Map<Territory, Double> territoryValueMap = ProTerritoryValueUtils.findTerritoryValues(player, new ArrayList<>(), new ArrayList<>());
        for (final ProPurchaseTerritory t : purchaseTerritories.values()) {
            for (final ProPlaceTerritory ppt : t.getCanPlaceTerritories()) {
                ppt.setStrategicValue(territoryValueMap.get(ppt.getTerritory()));
                ProLogger.debug(ppt.getTerritory() + ", strategicValue=" + territoryValueMap.get(ppt.getTerritory()));
            }
        }
        // Prioritize land place options purchase AA then land units
        final List<ProPlaceTerritory> prioritizedLandTerritories = prioritizeLandTerritories(purchaseTerritories);
        purchaseAaUnits(purchaseTerritories, prioritizedLandTerritories, purchaseOptions.getAaOptions());
        purchaseLandUnits(purchaseTerritories, prioritizedLandTerritories, purchaseOptions, territoryValueMap);
        // Prioritize sea territories that need defended and purchase additional defenders
        final List<ProPlaceTerritory> needToDefendSeaTerritories = prioritizeTerritoriesToDefend(purchaseTerritories, false);
        purchaseDefenders(purchaseTerritories, needToDefendSeaTerritories, purchaseOptions.getSeaDefenseOptions(), purchaseOptions.getAirOptions(), false);
        // Prioritize sea place options and purchase units
        final List<ProPlaceTerritory> prioritizedSeaTerritories = prioritizeSeaTerritories(purchaseTerritories);
        purchaseSeaAndAmphibUnits(purchaseTerritories, prioritizedSeaTerritories, territoryValueMap, purchaseOptions);
        // Try to use any remaining PUs on high value units
        purchaseUnitsWithRemainingProduction(purchaseTerritories, purchaseOptions.getLandOptions(), purchaseOptions.getAirOptions());
        upgradeUnitsWithRemainingPUs(purchaseTerritories, purchaseOptions);
        // Check if no remaining PUs or no unit built this iteration
        final int numUnits = purchaseTerritories.values().stream().map(ProPurchaseTerritory::getCanPlaceTerritories).map(t -> t.get(0)).map(ProPlaceTerritory::getPlaceUnits).mapToInt(List::size).sum();
        if (resourceTracker.isEmpty() || numUnits == previousNumUnits) {
            break;
        }
        previousNumUnits = numUnits;
        ProPurchaseUtils.incrementUnitProductionForBidTerritories(purchaseTerritories);
    }
    // Determine final count of each production rule
    final IntegerMap<ProductionRule> purchaseMap = populateProductionRuleMap(purchaseTerritories, purchaseOptions);
    // Purchase units
    ProMetricUtils.collectPurchaseStats(purchaseMap);
    final String error = purchaseDelegate.purchase(purchaseMap);
    if (error != null) {
        ProLogger.warn("Purchase error: " + error);
    }
    return purchaseTerritories;
}

Example 2 with ProPurchaseOptionMap

use of games.strategy.triplea.ai.pro.data.ProPurchaseOptionMap in project triplea by triplea-game.

the class ProPurchaseAi method purchaseLandUnits.

private void purchaseLandUnits(final Map<Territory, ProPurchaseTerritory> purchaseTerritories, final List<ProPlaceTerritory> prioritizedLandTerritories, final ProPurchaseOptionMap purchaseOptions, final Map<Territory, Double> territoryValueMap) {
    final List<Unit> unplacedUnits = player.getUnits().getMatches(Matches.unitIsNotSea());
    if (resourceTracker.isEmpty() && unplacedUnits.isEmpty()) {
        return;
    }
    ProLogger.info("Purchase land units with resources: " + resourceTracker);
    if (!unplacedUnits.isEmpty()) {
        ProLogger.info("Purchase land units with unplaced units=" + unplacedUnits);
    }
    // Loop through prioritized territories and purchase land units
    for (final ProPlaceTerritory placeTerritory : prioritizedLandTerritories) {
        final Territory t = placeTerritory.getTerritory();
        ProLogger.debug("Checking land place for " + t.getName());
        // Check remaining production
        int remainingUnitProduction = purchaseTerritories.get(t).getRemainingUnitProduction();
        ProLogger.debug(t + ", remainingUnitProduction=" + remainingUnitProduction);
        if (remainingUnitProduction <= 0) {
            continue;
        }
        // Determine most cost efficient units that can be produced in this territory
        final List<ProPurchaseOption> landFodderOptions = ProPurchaseUtils.findPurchaseOptionsForTerritory(player, purchaseOptions.getLandFodderOptions(), t, isBid);
        final List<ProPurchaseOption> landAttackOptions = ProPurchaseUtils.findPurchaseOptionsForTerritory(player, purchaseOptions.getLandAttackOptions(), t, isBid);
        final List<ProPurchaseOption> landDefenseOptions = ProPurchaseUtils.findPurchaseOptionsForTerritory(player, purchaseOptions.getLandDefenseOptions(), t, isBid);
        // Determine enemy distance and locally owned units
        int enemyDistance = ProUtils.getClosestEnemyOrNeutralLandTerritoryDistance(data, player, t, territoryValueMap);
        if (enemyDistance <= 0) {
            enemyDistance = 10;
        }
        final int fodderPercent = 80 - enemyDistance * 5;
        ProLogger.debug(t + ", enemyDistance=" + enemyDistance + ", fodderPercent=" + fodderPercent);
        final Set<Territory> neighbors = data.getMap().getNeighbors(t, 2, ProMatches.territoryCanMoveLandUnits(player, data, false));
        neighbors.add(t);
        final List<Unit> ownedLocalUnits = new ArrayList<>();
        for (final Territory neighbor : neighbors) {
            ownedLocalUnits.addAll(neighbor.getUnits().getMatches(Matches.unitIsOwnedBy(player)));
        }
        // Check for unplaced units
        final List<Unit> unitsToPlace = new ArrayList<>();
        for (final Iterator<Unit> it = unplacedUnits.iterator(); it.hasNext(); ) {
            final Unit u = it.next();
            if (remainingUnitProduction > 0 && ProPurchaseUtils.canUnitsBePlaced(Collections.singletonList(u), player, t, isBid)) {
                remainingUnitProduction--;
                unitsToPlace.add(u);
                it.remove();
                ProLogger.trace("Selected unplaced unit=" + u);
            }
        }
        // Purchase as many units as possible
        int addedFodderUnits = 0;
        double attackAndDefenseDifference = 0;
        boolean selectFodderUnit = true;
        while (true) {
            // Remove options that cost too much PUs or production
            ProPurchaseUtils.removeInvalidPurchaseOptions(player, startOfTurnData, landFodderOptions, resourceTracker, remainingUnitProduction, unitsToPlace, purchaseTerritories);
            ProPurchaseUtils.removeInvalidPurchaseOptions(player, startOfTurnData, landAttackOptions, resourceTracker, remainingUnitProduction, unitsToPlace, purchaseTerritories);
            ProPurchaseUtils.removeInvalidPurchaseOptions(player, startOfTurnData, landDefenseOptions, resourceTracker, remainingUnitProduction, unitsToPlace, purchaseTerritories);
            // Select purchase option
            Optional<ProPurchaseOption> optionalSelectedOption = Optional.empty();
            if (!selectFodderUnit && attackAndDefenseDifference > 0 && !landDefenseOptions.isEmpty()) {
                final Map<ProPurchaseOption, Double> defenseEfficiencies = new HashMap<>();
                for (final ProPurchaseOption ppo : landDefenseOptions) {
                    defenseEfficiencies.put(ppo, ppo.getDefenseEfficiency2(enemyDistance, data, ownedLocalUnits, unitsToPlace));
                }
                optionalSelectedOption = ProPurchaseUtils.randomizePurchaseOption(defenseEfficiencies, "Land Defense");
            } else if (!selectFodderUnit && !landAttackOptions.isEmpty()) {
                final Map<ProPurchaseOption, Double> attackEfficiencies = new HashMap<>();
                for (final ProPurchaseOption ppo : landAttackOptions) {
                    attackEfficiencies.put(ppo, ppo.getAttackEfficiency2(enemyDistance, data, ownedLocalUnits, unitsToPlace));
                }
                optionalSelectedOption = ProPurchaseUtils.randomizePurchaseOption(attackEfficiencies, "Land Attack");
            } else if (!landFodderOptions.isEmpty()) {
                final Map<ProPurchaseOption, Double> fodderEfficiencies = new HashMap<>();
                for (final ProPurchaseOption ppo : landFodderOptions) {
                    fodderEfficiencies.put(ppo, ppo.getFodderEfficiency(enemyDistance, data, ownedLocalUnits, unitsToPlace));
                }
                optionalSelectedOption = ProPurchaseUtils.randomizePurchaseOption(fodderEfficiencies, "Land Fodder");
                if (optionalSelectedOption.isPresent()) {
                    addedFodderUnits += optionalSelectedOption.get().getQuantity();
                }
            }
            if (!optionalSelectedOption.isPresent()) {
                break;
            }
            final ProPurchaseOption selectedOption = optionalSelectedOption.get();
            // Create new temp units
            resourceTracker.purchase(selectedOption);
            remainingUnitProduction -= selectedOption.getQuantity();
            unitsToPlace.addAll(selectedOption.getUnitType().create(selectedOption.getQuantity(), player, true));
            attackAndDefenseDifference += (selectedOption.getAttack() - selectedOption.getDefense());
            selectFodderUnit = ((double) addedFodderUnits / unitsToPlace.size() * 100) <= fodderPercent;
            ProLogger.trace("Selected unit=" + selectedOption.getUnitType().getName());
        }
        // Add units to place territory
        placeTerritory.getPlaceUnits().addAll(unitsToPlace);
        ProLogger.debug(t + ", placedUnits=" + unitsToPlace);
    }
}

Example 3 with ProPurchaseOptionMap

use of games.strategy.triplea.ai.pro.data.ProPurchaseOptionMap in project triplea by triplea-game.

the class ProData method hiddenInitialize.

private static void hiddenInitialize(final ProAi proAi, final GameData data, final PlayerID player, final boolean isSimulation) {
    ProData.proAi = proAi;
    ProData.data = data;
    ProData.player = player;
    ProData.isSimulation = isSimulation;
    if (!Properties.getLowLuck(data)) {
        winPercentage = 90;
        minWinPercentage = 65;
    }
    myCapital = TerritoryAttachment.getFirstOwnedCapitalOrFirstUnownedCapital(player, data);
    myUnitTerritories = CollectionUtils.getMatches(data.getMap().getTerritories(), Matches.territoryHasUnitsOwnedBy(player));
    unitTerritoryMap = ProUtils.createUnitTerritoryMap();
    unitValueMap = TuvUtils.getCostsForTuv(player, data);
    purchaseOptions = new ProPurchaseOptionMap(player, data);
    minCostPerHitPoint = getMinCostPerHitPoint(purchaseOptions.getLandOptions());
}

Example 4 with ProPurchaseOptionMap

use of games.strategy.triplea.ai.pro.data.ProPurchaseOptionMap in project triplea by triplea-game.

the class ProPurchaseAi method populateProductionRuleMap.

private IntegerMap<ProductionRule> populateProductionRuleMap(final Map<Territory, ProPurchaseTerritory> purchaseTerritories, final ProPurchaseOptionMap purchaseOptions) {
    ProLogger.info("Populate production rule map");
    final List<Unit> unplacedUnits = player.getUnits().getMatches(Matches.unitIsNotSea());
    final IntegerMap<ProductionRule> purchaseMap = new IntegerMap<>();
    for (final ProPurchaseOption ppo : purchaseOptions.getAllOptions()) {
        final int numUnits = (int) purchaseTerritories.values().stream().map(ProPurchaseTerritory::getCanPlaceTerritories).flatMap(Collection::stream).map(ProPlaceTerritory::getPlaceUnits).flatMap(Collection::stream).filter(u -> u.getType().equals(ppo.getUnitType())).filter(u -> !unplacedUnits.contains(u)).count();
        if (numUnits > 0) {
            final int numProductionRule = numUnits / ppo.getQuantity();
            purchaseMap.put(ppo.getProductionRule(), numProductionRule);
            ProLogger.info(numProductionRule + " " + ppo.getProductionRule());
        }
    }
    return purchaseMap;
}

Example 5 with ProPurchaseOptionMap

use of games.strategy.triplea.ai.pro.data.ProPurchaseOptionMap in project triplea by triplea-game.

the class ProPurchaseAi method purchase.

Map<Territory, ProPurchaseTerritory> purchase(final IPurchaseDelegate purchaseDelegate, final GameData startOfTurnData) {
    // Current data fields
    data = ProData.getData();
    this.startOfTurnData = startOfTurnData;
    player = ProData.getPlayer();
    resourceTracker = new ProResourceTracker(player);
    territoryManager = new ProTerritoryManager(calc);
    isBid = false;
    final ProPurchaseOptionMap purchaseOptions = ProData.purchaseOptions;
    ProLogger.info("Starting purchase phase with resources: " + resourceTracker);
    if (!player.getUnits().getUnits().isEmpty()) {
        ProLogger.info("Starting purchase phase with unplaced units=" + player.getUnits().getUnits());
    }
    // Find all purchase/place territories
    final Map<Territory, ProPurchaseTerritory> purchaseTerritories = ProPurchaseUtils.findPurchaseTerritories(player);
    final Set<Territory> placeTerritories = new HashSet<>(CollectionUtils.getMatches(data.getMap().getTerritoriesOwnedBy(player), Matches.territoryIsLand()));
    for (final Territory t : purchaseTerritories.keySet()) {
        for (final ProPlaceTerritory ppt : purchaseTerritories.get(t).getCanPlaceTerritories()) {
            placeTerritories.add(ppt.getTerritory());
        }
    }
    // Determine max enemy attack units and current allied defenders
    territoryManager.populateEnemyAttackOptions(new ArrayList<>(), new ArrayList<>(placeTerritories));
    findDefendersInPlaceTerritories(purchaseTerritories);
    // Prioritize land territories that need defended and purchase additional defenders
    final List<ProPlaceTerritory> needToDefendLandTerritories = prioritizeTerritoriesToDefend(purchaseTerritories, true);
    purchaseDefenders(purchaseTerritories, needToDefendLandTerritories, purchaseOptions.getLandFodderOptions(), purchaseOptions.getAirOptions(), true);
    // Find strategic value for each territory
    ProLogger.info("Find strategic value for place territories");
    final Map<Territory, Double> territoryValueMap = ProTerritoryValueUtils.findTerritoryValues(player, new ArrayList<>(), new ArrayList<>());
    for (final Territory t : purchaseTerritories.keySet()) {
        for (final ProPlaceTerritory ppt : purchaseTerritories.get(t).getCanPlaceTerritories()) {
            ppt.setStrategicValue(territoryValueMap.get(ppt.getTerritory()));
            ProLogger.debug(ppt.getTerritory() + ", strategicValue=" + territoryValueMap.get(ppt.getTerritory()));
        }
    }
    // Prioritize land place options purchase AA then land units
    final List<ProPlaceTerritory> prioritizedLandTerritories = prioritizeLandTerritories(purchaseTerritories);
    purchaseAaUnits(purchaseTerritories, prioritizedLandTerritories, purchaseOptions.getAaOptions());
    purchaseLandUnits(purchaseTerritories, prioritizedLandTerritories, purchaseOptions, territoryValueMap);
    // Prioritize sea territories that need defended and purchase additional defenders
    final List<ProPlaceTerritory> needToDefendSeaTerritories = prioritizeTerritoriesToDefend(purchaseTerritories, false);
    purchaseDefenders(purchaseTerritories, needToDefendSeaTerritories, purchaseOptions.getSeaDefenseOptions(), purchaseOptions.getAirOptions(), false);
    // Determine whether to purchase new land factory
    final Map<Territory, ProPurchaseTerritory> factoryPurchaseTerritories = new HashMap<>();
    purchaseFactory(factoryPurchaseTerritories, purchaseTerritories, prioritizedLandTerritories, purchaseOptions, false);
    // Prioritize sea place options and purchase units
    final List<ProPlaceTerritory> prioritizedSeaTerritories = prioritizeSeaTerritories(purchaseTerritories);
    purchaseSeaAndAmphibUnits(purchaseTerritories, prioritizedSeaTerritories, territoryValueMap, purchaseOptions);
    // Try to use any remaining PUs on high value units
    purchaseUnitsWithRemainingProduction(purchaseTerritories, purchaseOptions.getLandOptions(), purchaseOptions.getAirOptions());
    upgradeUnitsWithRemainingPUs(purchaseTerritories, purchaseOptions);
    // Try to purchase land/sea factory with extra PUs
    purchaseFactory(factoryPurchaseTerritories, purchaseTerritories, prioritizedLandTerritories, purchaseOptions, true);
    // Add factory purchase territory to list if not empty
    if (!factoryPurchaseTerritories.isEmpty()) {
        purchaseTerritories.putAll(factoryPurchaseTerritories);
    }
    // Determine final count of each production rule
    final IntegerMap<ProductionRule> purchaseMap = populateProductionRuleMap(purchaseTerritories, purchaseOptions);
    // Purchase units
    ProMetricUtils.collectPurchaseStats(purchaseMap);
    final String error = purchaseDelegate.purchase(purchaseMap);
    if (error != null) {
        ProLogger.warn("Purchase error: " + error);
    }
    return purchaseTerritories;
}