Tävlings speed fixes

clearGames.py

@@ -0,0 +1,8 @@
+from game_layer import GameLayer
+api_key = "74e3998d-ed3d-4d46-9ea8-6aab2efd8ae3"
+game_layer = GameLayer(api_key)
+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

@@ -0,0 +1,22 @@
+import main
+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

@@ -3,220 +3,509 @@ import time
 import sys
 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.
-
+map_name = "London"  # TODO: You map choice here. If left empty, the map "training1" will be selected.
 game_layer = GameLayer(api_key)
-state = game_layer.game_state
-usePrebuiltStrategy = False
-timeUntilRunEnds = 50
-rounds_between_energy = 6
+# settings
+use_regulator = True  # turns on if map max temp >21c
+other_upgrade_threshold = 0.9
+time_until_run_ends = 900
+money_reserve_multiplier = 0.5
+temp_acc_multiplier = 1.125
+rounds_between_energy = 5
+round_buffer = 10
+funds_multiplier = 5
+upgrade_multiply = 10
+rounds_between_energy_offset=3
 
+# 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, use_regulator
+    # global vars
+    rounds_between_energy = 5
+    EMA_temp = None
+    ema_length = 16
+    building_under_construction = None
+    available_tiles = []
+    queue_timeout = 1
 
-    #game_layer.force_end_game()
     game_layer.new_game(map_name)
     print("Starting game: " + game_layer.game_state.game_id)
     game_layer.start_game()
-    # exit game after timeout
+    # start timeout timer
     start_time = time.time()
-    global EMA_temp
-    while game_layer.game_state.turn < game_layer.game_state.max_turns:
+    state = game_layer.game_state
+    chart_map()
+    if state.max_temp > 20:
+        use_regulator = True
+    while state.turn < state.max_turns:
+        state = game_layer.game_state
         try:
             if EMA_temp is None:
-                EMA_temp = game_layer.game_state.current_temp
-            ema_k_value = (2/(rounds_between_energy+1))
-            EMA_temp = game_layer.game_state.current_temp * ema_k_value + EMA_temp*(1-ema_k_value)
-            linus_take_turn()
-        except:
+                EMA_temp = state.current_temp
+            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:
             print(traceback.format_exc())
             game_layer.end_game()
             exit()
         time_diff = time.time() - start_time
-        if time_diff > timeUntilRunEnds:
+        if time_diff > time_until_run_ends:
             game_layer.end_game()
             exit()
-    print("Done with game: " + game_layer.game_state.game_id)
+    print("Done with game: " + state.game_id)
     print("Final score was: " + str(game_layer.get_score()["finalScore"]))
+    return (state.game_id, game_layer.get_score()["finalScore"])
 
-def linus_take_turn():
-    freeSpace = []
-
-    state = game_layer.game_state
-    for x in range(len(state.map)-1):
-        for y in range(len(state.map)-1):
-            if state.map[x][y] == 0:
-                freeSpace.append((x,y))
-
-
-    #if (i == 0 or i%5 == 0)and i<26:
-    #    game_layer.place_foundation(freeSpace[(i//5)+2], game_layer.game_state.available_residence_buildings[i//5].building_name)
-
-    if (game_layer.game_state.turn == 0):
-        game_layer.place_foundation(freeSpace[2], game_layer.game_state.available_residence_buildings[0].building_name)
-    the_first_residence = state.residences[0]
-    if the_first_residence.build_progress < 100:
-        game_layer.build(freeSpace[2])
-    if len(state.residences) == 1:
-        game_layer.place_foundation(freeSpace[3], game_layer.game_state.available_residence_buildings[5].building_name)
-    the_second_residence = state.residences[1]
-    if the_second_residence.build_progress < 100:
-        game_layer.build(freeSpace[3])
-    if len(state.residences) == 2:
-        game_layer.place_foundation(freeSpace[5], game_layer.game_state.available_residence_buildings[1].building_name)
-    the_third_residence = state.residences[2]
-    if the_third_residence.build_progress < 100:
-        game_layer.build(freeSpace[5])
-    if len(state.residences) == 3:
-        game_layer.place_foundation((4,4), game_layer.game_state.available_residence_buildings[4].building_name)
-    the_fourth_residence = state.residences[3]
-    if the_fourth_residence.build_progress < 100:
-        game_layer.build((4,4))
-
-    if len(state.residences) == 4:
-        game_layer.place_foundation((4,5), game_layer.game_state.available_residence_buildings[3].building_name)
-    the_fifth_residence = state.residences[4]
-    if the_fifth_residence.build_progress < 100:
-        game_layer.build((4,5))
-
-    if len(state.residences) == 5:
-        game_layer.place_foundation((4,6), game_layer.game_state.available_residence_buildings[4].building_name)
-    the_sixth_residence = state.residences[5]
-    if (the_sixth_residence.build_progress < 100) and game_layer.game_state.funds > 4000:
-        game_layer.build((4,6))
-
-    elif the_first_residence.health < 70:
-        game_layer.maintenance(freeSpace[2])
-    elif the_second_residence.health < 70:
-        game_layer.maintenance(freeSpace[3])
-    elif the_third_residence.health < 70:
-        game_layer.maintenance(freeSpace[5])
-    elif the_fourth_residence.health < 70:
-        game_layer.maintenance((4,4))
-    elif the_fifth_residence.health < 70:
-        game_layer.maintenance((4,5))
-    elif the_sixth_residence.health < 70:
-        game_layer.maintenance((4,6))
-    elif (the_second_residence.health > 70) and not len(state.utilities) > 0:
-        game_layer.place_foundation(freeSpace[4], game_layer.game_state.available_utility_buildings[2].building_name)
-    elif (state.utilities[0].build_progress < 100):
-        game_layer.build(freeSpace[4])
-
-
-    #elif (game_layer.game_state.turn > 35) and not len(state.utilities) > 1:
-    #    game_layer.place_foundation((4,6), game_layer.game_state.available_utility_buildings[1].building_name)
-    #elif (state.utilities[1].build_progress < 100):
-    #    game_layer.build((4,6))
-
-    elif (game_layer.game_state.turn % rounds_between_energy == 0):
-        adjustEnergy(the_first_residence)
-    elif (game_layer.game_state.turn % rounds_between_energy == 1):
-        adjustEnergy(the_second_residence)
-    elif (game_layer.game_state.turn % rounds_between_energy == 2):
-        adjustEnergy(the_third_residence)
-    elif (game_layer.game_state.turn % rounds_between_energy == 3):
-        adjustEnergy(the_fourth_residence)
-    elif (game_layer.game_state.turn % rounds_between_energy == 4):
-        adjustEnergy(the_fifth_residence)
-    elif (game_layer.game_state.turn % rounds_between_energy == 5):
-        adjustEnergy(the_sixth_residence)
-    else:
-    # messages and errors for console log
-        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 take_turn():
-    if not usePrebuiltStrategy:
-        # TODO Implement your artificial intelligence here.
-        # TODO Take one action per turn until the game ends.
-        # TODO The following is a short example of how to use the StarterKit
+    global state
+    # TODO Implement your artificial intelligence here.
+    # TODO Take one action per turn until the game ends.
+    # TODO The following is a short example of how to use the StarterKit
+    if something_needs_attention():
+        pass
+    elif develop_society():
+        pass
+    else:
+        game_layer.wait()
+
+    # messages and errors for console log
+    for message in state.messages:
+        print(message)
+    for error in state.errors:
+        print("Error: " + error)
 
 
-        # messages and errors for console log
-        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, 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
+    if len(state.residences) < 1:
+        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),
+        ('upgrade_residence', upgrade_residence_score),
+        ('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)
+
+    if state.turn == 0:
+        return build("Mall")
+
+    if decision[0][1] >= 0:
+        if decision[0][0] == "build_residence":  # build housing
+            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
+            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
+            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
+
+    return False
 
 
-    # pre-made test strategy
-    # which came with
-    # starter kit
-    if usePrebuiltStrategy:
-        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)
+def something_needs_attention():
+    global building_under_construction, edit_temp, maintain, state, rounds_between_energy
+
+    # check if temp needs adjusting
+    edit_temp = (False, 0)
+    # check if need for maintenance
+    maintain = (False, 0)
+    for i in range(len(state.residences)):
+        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)
+
+    if maintain[0]:  # check maintenance
+        game_layer.maintenance((state.residences[maintain[1]].X, state.residences[maintain[1]].Y))
+        return True
+    elif edit_temp[0]:  # adjust temp of buildings
+        return adjust_energy(state.residences[edit_temp[1]])
+    elif building_under_construction is not None:  # finish construction
+        if (len(state.residences)-1 >= building_under_construction[2]) and (state.residences[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:
+                building_under_construction = None
+            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.utilities[building_under_construction[2]].build_progress < 100:
+                building_under_construction = None
+            return True
         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)
+            building_under_construction = None
+            return False
+    else:
+        return False
 
-def chartMap():
-    availableTiles = []
+
+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
+    for residence in state.residences:
+        income += game_layer.get_residence_blueprint(residence.building_name).income_per_pop * residence.current_pop
+    return income
+
+
+def get_best_upgrade():
+    global state
+
+    best_upgrade = []
+    for residence in state.residences:
+        cbu = calculate_best_upgrade(residence)
+        if cbu is not False:
+            score = cbu[0]
+            upgrade = cbu[1]
+            best_upgrade.append((score, upgrade, residence))
+
+    def sort_key(e):
+        return e[0]
+    best_upgrade.sort(reverse=True, key=sort_key)
+    if not best_upgrade:
+        return False
+    return best_upgrade[0]
+
+
+def calculate_best_upgrade(current_building):
+    global state, money_reserve_multiplier, funds_multiplier, upgrade_multiply
+
+    rounds_left = 700 - state.turn
+    current_pop = current_building.current_pop
+    blueprint = game_layer.get_blueprint(current_building.building_name)
+    base_energy_need = blueprint.base_energy_need
+    best_upgrade = []
+    for upgrade in state.available_upgrades:
+        effect = game_layer.get_effect(upgrade.effect)
+        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 = 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)
+            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 * current_pop * rounds_left
+            score = max_happiness/10 - co2
+            # score = score / upgrade.cost
+            score += score + funds_multiplier * (effect.building_income_increase * (4.5 * effect.mwh_production / 1000) * rounds_left)  # money multiplier
+            score *= upgrade_multiply
+            #if (state.min_temp < -5 and upgrade.name == "Insulation"):
+            #    score = 1000
+            best_upgrade.append((score, upgrade.name))
+
+    def sort_key(e):
+        return e[0]
+    best_upgrade.sort(reverse=True, key=sort_key)
+    print(best_upgrade)
+    if not best_upgrade:
+        return False
+    return best_upgrade[0]
+
+
+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
+
+    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
+
+            distinct_residences = number_of_distinct_residences(residence_blueprint.building_name)
+            diversity = 1 + distinct_residences[0]/10
+
+            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]
+    best_residence.sort(reverse=True, key=sort_key)
+    if not best_residence:
+        return False
+    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):
         for y in range(len(state.map) - 1):
             if state.map[x][y] == 0:
-                availableTiles.append((x, y))
+                available_tiles.append((x, y))
+    optimize_available_tiles()
 
-def adjustEnergy(currentBuilding):
-    global rounds_between_energy
-    global EMA_temp
-    blueprint = game_layer.get_residence_blueprint(currentBuilding.building_name)
-    outDoorTemp = game_layer.game_state.current_temp * 2 - EMA_temp
 
-    temp_acceleration = (2*(21 - currentBuilding.temperature)/(rounds_between_energy))
+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
 
-    effectiveEnergyIn = ((temp_acceleration - 0.04 * currentBuilding.current_pop + (currentBuilding.temperature - outDoorTemp) * blueprint.emissivity) / 0.75) + blueprint.base_energy_need
 
-    if effectiveEnergyIn > blueprint.base_energy_need:
-        game_layer.adjust_energy_level((currentBuilding.X, currentBuilding.Y), effectiveEnergyIn)
-    elif effectiveEnergyIn < blueprint.base_energy_need:
-        game_layer.adjust_energy_level((currentBuilding.X, currentBuilding.Y), blueprint.base_energy_need + 0.01)
+def optimize_available_tiles():
+    average_x = 0
+    average_y = 0
+    score_list = []
+    for tile in available_tiles:  # calc average coordinates
+        average_x += tile[0]
+        average_y += tile[1]
+    average_x /= len(available_tiles)
+    average_y /= len(available_tiles)
+    for tile in available_tiles:
+        tile_score = abs(tile[0] - average_x) + abs(tile[1] - average_y)
+        score_list.append((tile_score, tile))
+
+    def sort_key(e):
+        return e[0]
+    score_list.sort(key=sort_key)
+    for i in range(len(score_list)):
+        available_tiles[i] = score_list[i][1]
+
+
+def adjust_energy(current_building):
+    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:
+        base_energy += 1.8
+
+    emissivity = blueprint.emissivity
+    if "Insulation" in current_building.effects:
+        emissivity *= 0.6
+
+    out_door_temp = state.current_temp * 2 - EMA_temp
+    temp_acceleration = (2*(21 - current_building.temperature)/rounds_between_energy) * temp_acc_multiplier
+
+    effective_energy_in = ((temp_acceleration - 0.04 * current_building.current_pop + (current_building.temperature - out_door_temp) * emissivity) / 0.75) + base_energy
+
+    if effective_energy_in > base_energy:
+        game_layer.adjust_energy_level((current_building.X, current_building.Y), effective_energy_in)
+        return True
+    elif effective_energy_in < base_energy:
+        game_layer.adjust_energy_level((current_building.X, current_building.Y), base_energy + 0.01)
+        return True
     else:
-        print("you did it!")
-        game_layer.wait()
+        return False
 
 
+def build_place(structure, i):
+    global building_under_construction, rounds_between_energy, state, rounds_between_energy_offset
+    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)+rounds_between_energy_offset
+                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
+    for i in range(len(available_tiles)):
+        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)+rounds_between_energy_offset
+                    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__":
     main()