Merge branch 'felix-lek'

clearGames.py

@@ -1,8 +1,8 @@
 from game_layer import GameLayer
 api_key = "74e3998d-ed3d-4d46-9ea8-6aab2efd8ae3"
 game_layer = GameLayer(api_key)
-state = game_layer.game_state
-game_layer.force_end_game()
-game_layer.force_end_game()
-game_layer.force_end_game()
-game_layer.force_end_game()
+def clear_it():
+    game_layer.force_end_game()
+    game_layer.force_end_game()
+    game_layer.force_end_game()
+    game_layer.force_end_game()

launcher.py

@@ -1,7 +1,22 @@
 import main
-number_of_launches = 6
-result_list = []
-for i in range(number_of_launches):
-    result_list.append(main.main())
-for result in result_list:
-    print("Game " + result[0] + " had a score of: " + str(result[1]))
+import clearGames
+from multiprocessing import Pool
+
+proc_running = 4  # MAX 4!!!
+
+
+def run_main(n):
+    result = main.main()
+    return result
+
+
+def launch(list):
+    for result in list:
+        print("Game " + result[0] + " had a score of: " + str(result[1]))
+
+
+if __name__ == '__main__':
+    clearGames.clear_it()
+    with Pool(proc_running) as p:
+        results = p.map(run_main, range(proc_running))
+    launch(results)

main.py

@@ -5,22 +5,37 @@ from sys import exit
 from game_layer import GameLayer
 import game_state
 import traceback
+import random
 
 api_key = "74e3998d-ed3d-4d46-9ea8-6aab2efd8ae3"
 # The different map names can be found on considition.com/rules
 map_name = "training1"  # TODO: You map choice here. If left empty, the map "training1" will be selected.
 game_layer = GameLayer(api_key)
 # settings
-time_until_run_ends = 70
-utilities = 3
-money_reserve_multiplier = 1.5
+use_regulator = False  # turns on if map max temp >21c
+other_upgrade_threshold = 0.5
+time_until_run_ends = 90
+money_reserve_multiplier = 0.5
+temp_acc_multiplier = 1.125
+rounds_between_energy = 5
+round_buffer = 78
+
+# vars
+EMA_temp = None
+building_under_construction = None
+available_tiles = []
+state = None
+queue_timeout = 1
+edit_temp = None
+maintain = None
 
 
 def main():
-    global EMA_temp, rounds_between_energy, building_under_construction, available_tiles, state, queue_timeout
+    global EMA_temp, rounds_between_energy, building_under_construction, available_tiles, state, queue_timeout, use_regulator
     # global vars
     rounds_between_energy = 5
     EMA_temp = None
+    ema_length = 16
     building_under_construction = None
     available_tiles = []
     queue_timeout = 1
@@ -32,12 +47,14 @@ def main():
     start_time = time.time()
     state = game_layer.game_state
     chart_map()
+    if state.max_temp > 21:
+        use_regulator = True
     while state.turn < state.max_turns:
         state = game_layer.game_state
         try:
             if EMA_temp is None:
                 EMA_temp = state.current_temp
-            ema_k_value = (2/(rounds_between_energy+1))
+            ema_k_value = (2/(ema_length+1))
             EMA_temp = state.current_temp * ema_k_value + EMA_temp*(1-ema_k_value)
             take_turn()
         except Exception:
@@ -71,63 +88,36 @@ def take_turn():
     for error in state.errors:
         print("Error: " + error)
 
-    # pre-made test strategy which came with starter kit
-    '''
-    state = game_layer.game_state
-    if len(state.residences) < 1:
-        for i in range(len(state.map)):
-            for j in range(len(state.map)):
-                if state.map[i][j] == 0:
-                    x = i
-                    y = j
-                    break
-        game_layer.place_foundation((x, y), game_layer.game_state.available_residence_buildings[0].building_name)
-    else:
-        the_only_residence = state.residences[0]
-        if the_only_residence.build_progress < 100:
-            game_layer.build((the_only_residence.X, the_only_residence.Y))
-        elif the_only_residence.health < 50:
-            game_layer.maintenance((the_only_residence.X, the_only_residence.Y))
-        elif the_only_residence.temperature < 18:
-            blueprint = game_layer.get_residence_blueprint(the_only_residence.building_name)
-            energy = blueprint.base_energy_need + 0.5 \
-                     + (the_only_residence.temperature - state.current_temp) * blueprint.emissivity / 1 \
-                     - the_only_residence.current_pop * 0.04
-            game_layer.adjust_energy_level((the_only_residence.X, the_only_residence.Y), energy)
-        elif the_only_residence.temperature > 24:
-            blueprint = game_layer.get_residence_blueprint(the_only_residence.building_name)
-            energy = blueprint.base_energy_need - 0.5 \
-                     + (the_only_residence.temperature - state.current_temp) * blueprint.emissivity / 1 \
-                     - the_only_residence.current_pop * 0.04
-            game_layer.adjust_energy_level((the_only_residence.X, the_only_residence.Y), energy)
-        elif state.available_upgrades[0].name not in the_only_residence.effects:
-            game_layer.buy_upgrade((the_only_residence.X, the_only_residence.Y), state.available_upgrades[0].name)
-        else:
-            game_layer.wait()
-    for message in game_layer.game_state.messages:
-        print(message)
-    for error in game_layer.game_state.errors:
-        print("Error: " + error)
-        '''
-
 
 def develop_society():
-    global state, queue_timeout, available_tiles, utilities
+    global state, queue_timeout, available_tiles, money_reserve_multiplier
+    queue_reset = 1
     if queue_timeout > 1:
         queue_timeout -= 1
 
-
+    best_residence = calculate_best_residence()
+    best_utility = calculate_best_utility()
+    best_upgrade = get_best_upgrade()
+    build_residence_score = 0
+    build_utility_score = 0
+    build_upgrade_score = 0
     # priority scores, 1 = very urgent, 0 = not urgent at all
-    # queue modifier * funds modifier * existing houses modifier
-    build_residence_score = (state.housing_queue / (15 * queue_timeout)) * (1 - (7500 / (1 + state.funds))) * (1 - (len(state.residences) / (1 + len(available_tiles) - utilities)))
-    upgrade_residence_score = 0
-    # existing houses modifier * funds modifier * existing utilities modifier
-    build_utility_score = (len(state.residences) / (1 + len(available_tiles)-utilities)) * (1 - (16000 / (1 + state.funds))) * (1 - (len(state.utilities) / utilities))
-    # turn modifier * funds modifier
-    build_upgrade_score = (1 - (state.turn / 700)) * (2 - (15000 / (1 + state.funds)))
-
     if len(state.residences) < 1:
-        build_residence_score = 100
+        build_residence_score = 1000
+    elif (current_tot_pop() - max_tot_pop() + state.housing_queue) < 0:
+        build_residence_score = 0
+    elif (current_tot_pop() - max_tot_pop() + state.housing_queue) > 15 and queue_timeout <= 0:
+        build_residence_score = 1000
+    elif best_residence and best_residence[0] > 0:
+        build_residence_score = best_residence[0]
+    #
+    upgrade_residence_score = 0
+    #
+    if best_utility and best_utility[0] > 0:
+        build_utility_score = best_utility[0]
+    #
+    if best_upgrade and best_upgrade[0] > 0:
+        build_upgrade_score = best_upgrade[0]
 
     decision = [
         ('build_residence', build_residence_score),
@@ -135,42 +125,40 @@ def develop_society():
         ('build_utility', build_utility_score),
         ('build_upgrade', build_upgrade_score)
     ]
+
     def sort_key(e):
         return e[1]
     decision.sort(reverse=True, key=sort_key)
+    print(decision)
 
-    for i in range(4):
+    if decision[0][1] >= 0:
         if decision[0][0] == "build_residence":  # build housing
-            queue_timeout = 5
-            #if len(state.residences) < len(state.available_residence_buildings):
-            #    return build(state.available_residence_buildings[len(state.residences)].building_name)
-            #else:
-            cbr = calculate_best_residence()
-            if cbr:
-                return build(cbr[1])
+            if best_residence:
+                queue_timeout = queue_reset
+                if best_residence[2]:
+                    return build_place(best_residence[1], best_residence[2])
+                else:
+                    return build(best_residence[1])
         if decision[0][0] == "build_utility":  # build utilities
-            #return build("WindTurbine")
-            pass
-        if decision[0][0] == "upgrade_residence":  # build utilities
+            if best_utility:
+                return build_place(best_utility[1], best_utility[2])
+        if decision[0][0] == "upgrade_residence":  # upgrade housing
             pass
         if decision[0][0] == "build_upgrade":  # build upgrades
-            for residence in state.residences:
-                if state.available_upgrades[0].name not in residence.effects and (money_reserve_multiplier*3500 < state.funds) and ((total_income() - 6) > 50):
-                    game_layer.buy_upgrade((residence.X, residence.Y), state.available_upgrades[0].name)
-                    return True
-                if state.available_upgrades[5].name not in residence.effects and (money_reserve_multiplier*1250 < state.funds):
-                    game_layer.buy_upgrade((residence.X, residence.Y), state.available_upgrades[5].name)
-                    return True
-            gbp = get_best_upgrade()
-            if gbp:
-                game_layer.buy_upgrade((gbp[2].X, gbp[2].Y), gbp[1])
+            if random.random() < other_upgrade_threshold:
+                for residence in state.residences:
+                    if state.available_upgrades[0].name not in residence.effects and (money_reserve_multiplier*3500 < state.funds) and ((total_income() - 6) > 50):
+                        game_layer.buy_upgrade((residence.X, residence.Y), state.available_upgrades[0].name)
+                        return True
+                    if use_regulator and state.available_upgrades[5].name not in residence.effects and (money_reserve_multiplier*1250 < state.funds):
+                        game_layer.buy_upgrade((residence.X, residence.Y), state.available_upgrades[5].name)
+                        return True
+            if best_upgrade:
+                game_layer.buy_upgrade((best_upgrade[2].X, best_upgrade[2].Y), best_upgrade[1])
                 return True
-        del decision[0]
-
     return False
 
 
-
 def something_needs_attention():
     global building_under_construction, edit_temp, maintain, state, rounds_between_energy
 
@@ -179,7 +167,8 @@ def something_needs_attention():
     # check if need for maintenance
     maintain = (False, 0)
     for i in range(len(state.residences)):
-        if state.residences[i].health < 35+rounds_between_energy*game_layer.get_residence_blueprint(state.residences[i].building_name).decay_rate:
+        blueprint = game_layer.get_residence_blueprint(state.residences[i].building_name)
+        if state.residences[i].health < 40+(max(((blueprint.maintenance_cost - state.funds) / (1+total_income())), 1) * blueprint.decay_rate):
             maintain = (True, i)
         if (state.turn % rounds_between_energy == i) and not state.residences[i].build_progress < 100:
             edit_temp = (True, i)
@@ -197,7 +186,7 @@ def something_needs_attention():
             return True
         elif (len(state.utilities)-1 >= building_under_construction[2]) and (state.utilities[building_under_construction[2]].build_progress < 100):
             game_layer.build((building_under_construction[0], building_under_construction[1]))
-            if not state.residences[building_under_construction[2]].build_progress < 100:
+            if not state.utilities[building_under_construction[2]].build_progress < 100:
                 building_under_construction = None
             return True
         else:
@@ -207,6 +196,22 @@ def something_needs_attention():
         return False
 
 
+def max_tot_pop():
+    global state
+    max_pop = 0
+    for residence in state.residences:
+        max_pop += game_layer.get_blueprint(residence.building_name).max_pop
+    return max_pop
+
+
+def current_tot_pop():
+    global state
+    current_pop = 0
+    for residence in state.residences:
+        current_pop += residence.current_pop
+    return current_pop
+
+
 def total_income():
     global state
     income = 0
@@ -235,7 +240,7 @@ def get_best_upgrade():
 
 
 def calculate_best_upgrade(current_building):
-    global state
+    global state, money_reserve_multiplier
 
     rounds_left = 700 - state.turn
     current_pop = current_building.current_pop
@@ -247,19 +252,20 @@ def calculate_best_upgrade(current_building):
         if (upgrade.name not in current_building.effects) and ((total_income() + effect.building_income_increase) > 50) and (money_reserve_multiplier*upgrade.cost < state.funds):
             average_outdoor_temp = (state.max_temp - state.min_temp)/2
 
-            average_heating_energy = (((21 - average_outdoor_temp) * blueprint.emissivity * effect.emissivity_multiplier) / 0.75)
-            old_average_heating_energy = (((21 - average_outdoor_temp) * blueprint.emissivity) / 0.75)
+            average_heating_energy = max((((21 - average_outdoor_temp) * blueprint.emissivity * effect.emissivity_multiplier) / 0.75), 0)
+            old_average_heating_energy = max((((21 - average_outdoor_temp) * blueprint.emissivity) / 0.75), 0)
 
             lifetime_energy = (base_energy_need + effect.base_energy_mwh_increase + average_heating_energy - effect.mwh_production) * rounds_left
             old_lifetime_energy = (base_energy_need + old_average_heating_energy) * rounds_left
 
-
-            upgrade_co2 = (effect.co2_per_pop_increase * 0.03) * current_pop * rounds_left + (0.1 * lifetime_energy / 1000)
+            upgrade_co2 = (effect.co2_per_pop_increase + 0.03) * current_pop * rounds_left + (0.1 * lifetime_energy / 1000)
+            if "Mall.2" in current_building.effects and upgrade.name == "Charger":
+                upgrade_co2 = (effect.co2_per_pop_increase - 0.009 + 0.03) * current_pop * rounds_left + (0.1 * lifetime_energy / 1000)
             old_co2 = 0.03 * current_pop * rounds_left + (0.1 * old_lifetime_energy / 1000)
             co2 = upgrade_co2 - old_co2
-            max_happiness = effect.max_happiness_increase * rounds_left
-
+            max_happiness = effect.max_happiness_increase * current_pop * rounds_left
             score = max_happiness/10 - co2
+            # score = score / upgrade.cost
             best_upgrade.append((score, upgrade.name))
 
     def sort_key(e):
@@ -270,22 +276,88 @@ def calculate_best_upgrade(current_building):
     return best_upgrade[0]
 
 
-def calculate_best_residence():
-    global state
+def calculate_best_utility():
+    global state, money_reserve_multiplier, round_buffer
+
+    best_utility = []
+    for utility_blueprint in state.available_utility_buildings:
+        if state.turn >= utility_blueprint.release_tick and (money_reserve_multiplier*utility_blueprint.cost < state.funds):
+            rounds_left = 700 - state.turn - (100 / utility_blueprint.build_speed) - round_buffer
+
+            for i in range(len(available_tiles)):
+                if isinstance(available_tiles[i], tuple):
+                    score = 0
+                    cost = utility_blueprint.cost
+                    for effect_name in utility_blueprint.effects:
+                        effect = game_layer.get_effect(effect_name)
+                        affected_people = tile_score(available_tiles[i], effect.radius, effect_name)[0]
+                        affected_buildings = tile_score(available_tiles[i], effect.radius, effect_name)[1]
+                        cost -= effect.building_income_increase * rounds_left
+                        happiness_increase = affected_people * effect.max_happiness_increase * rounds_left
+                        co2 = affected_people * effect.co2_per_pop_increase * rounds_left - effect.mwh_production * affected_buildings * rounds_left
+                        score += happiness_increase / 10 - co2
+                        # print(effect_name + " gave score " + str(score))
+                    # score = score / cost
+                    best_utility.append((score, utility_blueprint.building_name, i))
+
+    def sort_key(e):
+        return e[0]
+    best_utility.sort(reverse=True, key=sort_key)
+    # print(best_utility)
+    if not best_utility:
+        return False
+    return best_utility[0]
+
+
+def calculate_best_residence():
+    global state, money_reserve_multiplier, round_buffer
 
-    rounds_left = 700 - state.turn
     best_residence = []
     for residence_blueprint in state.available_residence_buildings:
         if state.turn >= residence_blueprint.release_tick and (money_reserve_multiplier*residence_blueprint.cost < state.funds):
+            rounds_left = 700 - state.turn - (100 / residence_blueprint.build_speed) - round_buffer
+
             average_outdoor_temp = (state.max_temp - state.min_temp)/2
             average_heating_energy = ((0 - 0.04 * residence_blueprint.max_pop + (21 - average_outdoor_temp) * residence_blueprint.emissivity) / 0.75)
             lifetime_energy = (residence_blueprint.base_energy_need + average_heating_energy) * rounds_left
 
-            co2 = 0.03 * residence_blueprint.max_pop * rounds_left + residence_blueprint.co2_cost + (0.1 * lifetime_energy / 1000)
-            max_happiness = residence_blueprint.max_happiness * rounds_left
+            distinct_residences = number_of_distinct_residences(residence_blueprint.building_name)
+            diversity = 1 + distinct_residences[0]/10
 
-            score = residence_blueprint.max_pop*15 + max_happiness/10 - co2
-            best_residence.append((score, residence_blueprint.building_name))
+            co2 = 0.03 * residence_blueprint.max_pop * rounds_left + residence_blueprint.co2_cost + (0.1 * lifetime_energy / 1000)
+            max_happiness = residence_blueprint.max_happiness * residence_blueprint.max_pop * rounds_left
+            max_happiness *= diversity
+
+            diversity_bonus = 0
+            if distinct_residences[1]:
+                happy = 0
+                for residence in state.residences:
+                    happy += residence.happiness_per_tick_per_pop * residence.current_pop
+                diversity_bonus = (happy * rounds_left / 10) / 10
+
+            score = residence_blueprint.max_pop*15 + max_happiness / 10 - co2 + diversity_bonus
+            # score = score / residence_blueprint.cost
+
+            # calculate tiles near utils
+            best_foundation_tile = []
+            for i in range(len(available_tiles)):
+                tile = available_tiles[i]
+                if isinstance(tile, tuple):
+                    for utility in state.utilities:
+                        for effect_name in utility.effects:
+                            effect = game_layer.get_effect(effect_name)
+                            delta_x = abs(tile[0] - utility.X)
+                            delta_y = abs(tile[1] - utility.Y)
+                            distance = delta_x + delta_y
+                            if (distance <= effect.radius):
+                                best_foundation_tile.append((distance, i))
+            def sort_key(e):
+                return e[0]
+            best_foundation_tile.sort(key=sort_key)
+            if best_foundation_tile:
+                best_residence.append((score, residence_blueprint.building_name, best_foundation_tile[0][1]))
+            else:
+                best_residence.append((score, residence_blueprint.building_name, False))
 
     def sort_key(e):
         return e[0]
@@ -295,6 +367,18 @@ def calculate_best_residence():
     return best_residence[0]
 
 
+def number_of_distinct_residences(new_building):
+    global state
+    unique_names = []
+    for residence in state.residences:
+        if residence.building_name not in unique_names:
+            unique_names.append(residence.building_name)
+    if new_building not in unique_names:
+        unique_names.append(new_building)
+        return len(unique_names), True
+    return len(unique_names), False
+
+
 def chart_map():
     global state
     for x in range(len(state.map) - 1):
@@ -304,8 +388,22 @@ def chart_map():
     optimize_available_tiles()
 
 
+def tile_score(tile, radius, effect):
+    global state
+    affected_people = 0
+    affected_buildings = 0
+    # send back # of max people in radius
+    for residence in state.residences:
+        delta_x = abs(tile[0] - residence.X)
+        delta_y = abs(tile[1] - residence.Y)
+        distance = delta_x + delta_y
+        if (distance <= radius) and effect not in residence.effects:
+            affected_people += residence.current_pop
+            affected_buildings += 1
+    return affected_people, affected_buildings
+
+
 def optimize_available_tiles():
-    global average_x, average_y, score_list
     average_x = 0
     average_y = 0
     score_list = []
@@ -323,11 +421,10 @@ def optimize_available_tiles():
     score_list.sort(key=sort_key)
     for i in range(len(score_list)):
         available_tiles[i] = score_list[i][1]
-    print("average x,y: " + str(average_x) + ", " + str(average_y))
 
 
 def adjust_energy(current_building):
-    global rounds_between_energy, EMA_temp, state
+    global rounds_between_energy, EMA_temp, state, temp_acc_multiplier
     blueprint = game_layer.get_residence_blueprint(current_building.building_name)
     base_energy = blueprint.base_energy_need
     if "Charger" in current_building.effects:
@@ -337,48 +434,65 @@ def adjust_energy(current_building):
     if "Insulation" in current_building.effects:
         emissivity *= 0.6
 
-    outDoorTemp = state.current_temp * 2 - EMA_temp
-    temp_acceleration = (2*(21 - current_building.temperature)/(rounds_between_energy))
+    out_door_temp = state.current_temp * 2 - EMA_temp
+    temp_acceleration = (2*(21 - current_building.temperature)/rounds_between_energy) * temp_acc_multiplier
 
-    effectiveEnergyIn = ((temp_acceleration - 0.04 * current_building.current_pop + (current_building.temperature - outDoorTemp) * emissivity) / 0.75) + base_energy
+    effective_energy_in = ((temp_acceleration - 0.04 * current_building.current_pop + (current_building.temperature - out_door_temp) * emissivity) / 0.75) + base_energy
 
-    if effectiveEnergyIn > base_energy:
-        game_layer.adjust_energy_level((current_building.X, current_building.Y), effectiveEnergyIn)
+    if effective_energy_in > base_energy:
+        game_layer.adjust_energy_level((current_building.X, current_building.Y), effective_energy_in)
         return True
-    elif effectiveEnergyIn < base_energy:
+    elif effective_energy_in < base_energy:
         game_layer.adjust_energy_level((current_building.X, current_building.Y), base_energy + 0.01)
         return True
     else:
         return False
 
 
+def build_place(structure, i):
+    global building_under_construction, rounds_between_energy, state
+    if isinstance(available_tiles[i], tuple):
+        game_layer.place_foundation(available_tiles[i], structure)
+        for j in range(len(state.residences)):
+            building = state.residences[j]
+            coords_to_check = (building.X, building.Y)
+            if coords_to_check == available_tiles[i]:
+                available_tiles[i] = building
+                building_under_construction = (building.X, building.Y, j)
+                rounds_between_energy = len(state.residences)+2
+                return True
+        for j in range(len(state.utilities)):
+            building = state.utilities[j]
+            coords_to_check = (building.X, building.Y)
+            if coords_to_check == available_tiles[i]:
+                available_tiles[i] = building
+                building_under_construction = (building.X, building.Y, j)
+                return True
+    return False
+
+
 def build(structure):
     global building_under_construction, rounds_between_energy, state
-    # print("Building " + structure)
     for i in range(len(available_tiles)):
         if isinstance(available_tiles[i], tuple):
             game_layer.place_foundation(available_tiles[i], structure)
-            for building in state.available_residence_buildings:
-                if structure in building.building_name:
-                    for j in range(len(state.residences)):
-                        building = state.residences[j]
-                        coords_to_check = (building.X, building.Y)
-                        if coords_to_check == available_tiles[i]:
-                            available_tiles[i] = building
-                            building_under_construction = (building.X, building.Y, j)
-                            rounds_between_energy = len(state.residences)+2
-                            return True
-            for building in state.available_utility_buildings:
-                if structure in building.building_name:
-                    for j in range(len(state.utilities)):
-                        building = state.utilities[j]
-                        coords_to_check = (building.X, building.Y)
-                        if coords_to_check == available_tiles[i]:
-                            available_tiles[i] = building
-                            building_under_construction = (building.X, building.Y, j)
-                            rounds_between_energy = len(state.residences)+2
-                            return True
+            for j in range(len(state.residences)):
+                building = state.residences[j]
+                coords_to_check = (building.X, building.Y)
+                if coords_to_check == available_tiles[i]:
+                    available_tiles[i] = building
+                    building_under_construction = (building.X, building.Y, j)
+                    rounds_between_energy = len(state.residences)+2
+                    return True
+            for j in range(len(state.utilities)):
+                building = state.utilities[j]
+                coords_to_check = (building.X, building.Y)
+                if coords_to_check == available_tiles[i]:
+                    available_tiles[i] = building
+                    building_under_construction = (building.X, building.Y, j)
+                    return True
             return False
+    return False
 
 
 if __name__ == "__main__":