import numpy as np
import matplotlib.pyplot as plt
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type
from broodwar_strategy_evolver.starcraft.forward_model import ForwardModel, GameState
from broodwar_strategy_evolver.starcraft.adv_heuristics import heuristic
unit_repo = UnitRepository()
zealot = []
dragoon = []
dark_templar = []
marine = []
firebat = []
medic = []
frame = []
seconds = []
minutes = []
file = open("stats/unit_history_3.dat", 'r')
lines = []
for line in file:
lines = line.split(" ")
for line in lines:
records = line.split(";")
i = -1
for record in records:
if i == -1:
t = int(record.split(';')[0])
import numpy as np
import tqdm
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type
from broodwar_strategy_evolver.starcraft.forward_model import ForwardModel, GameState
from broodwar_strategy_evolver.evolution.evolution import Evolution
from broodwar_strategy_evolver.evolution.evolution import CrossoverMethod
unit_repo = UnitRepository()
def run(enemies, runs, generations):
units = {}
techs = {}
upgrades = {}
for s in tqdm.trange(runs):
gamestate = GameState(own_race=Race.PROTOSS,
opp_race=Race.TERRAN,
own_units=own_units,
opp_units=enemies,
own_techs=own_techs,
own_upgrades=own_upgrades,
own_units_under_construction=[],
own_techs_under_construction=[],
own_upgrades_under_construction=[])
gamestate.frame = 24 * 60 * 2
minutes = 12
horizon = int(24 * 60 * minutes)
from django.http import HttpResponse
from django.shortcuts import render
import threading
import time
from broodwar_strategy_evolver.evolution.evolution import Evolution, CrossoverMethod, Genome
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type
from broodwar_strategy_evolver.starcraft.forward_model import GameState, ForwardModel
from broodwar_strategy_evolver.evolution.stub import Stub
import numpy as np
unit_repo = UnitRepository()
lock = threading.Lock()
#evolution = Evolution(pop_size=32, own_race=Race.PROTOSS, opp_race=Race.TERRAN, horizon=24*60*8, coevolve=False)
forward_model = ForwardModel()
class Shared:
def __init__(self):
self.running = False
self.build_order = []
self.gamestate = None
self.champion = None
self.evolution = None
self.generations = 100
self.frames_per_build = 300
self.start_time = 0
self.pop_history = []
self.update_history = []
self.unit_history = []
self.fitness_history = []
import numpy as np
import tqdm
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type
from broodwar_strategy_evolver.starcraft.forward_model import ForwardModel, GameState
from broodwar_strategy_evolver.evolution.evolution import Evolution
from broodwar_strategy_evolver.evolution.evolution import CrossoverMethod
unit_repo = UnitRepository()
own_units = np.zeros(len(unit_repo.units))
own_units[unit_repo.get_by_name("Probe").id] = 9
own_units[unit_repo.get_by_name("Nexus").id] = 1
'''
opp_units = np.zeros(len(unit_repo.units))
opp_units[unit_repo.get_by_name("Nexus").id] = 1
opp_units[unit_repo.get_by_name("Probe").id] = 4
opp_units[unit_repo.get_by_name("Zealot").id] = 0
opp_units[unit_repo.get_by_name("Dragoon").id] = 12
'''
opp_units = np.zeros(len(unit_repo.units))
opp_units[unit_repo.get_by_name("Drone").id] = 9
opp_units[unit_repo.get_by_name("Zergling").id] = 0
opp_units[unit_repo.get_by_name("Hydralisk").id] = 0
opp_units[unit_repo.get_by_name("Hatchery").id] = 1
own_techs = np.zeros(len(unit_repo.techs))
own_upgrades = np.zeros(len(unit_repo.upgrades))
gamestate = GameState(own_race=Race.PROTOSS,
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type
import random
import os
import numpy as np
unit_repo = UnitRepository()
path = os.path.dirname(os.path.realpath(__file__))
def load_unit_heuristics(filename):
h = {}
file = open(filename, 'r')
idx = 0
b = []
for line in file:
# Race_b units
if idx == 0:
units = line.split('\n')[0].split(';')
for u in units:
if u != "":
unit = unit_repo.get_by_name(u)
b.append(unit.id)
h[unit.id] = {}
else:
# Race_a units
cells = line.split('\n')[0].split(';')
cell_idx = 0
unit = None
for cell in cells:
import numpy as np
import tqdm
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type
from broodwar_strategy_evolver.starcraft.forward_model import ForwardModel, GameState
from broodwar_strategy_evolver.evolution.evolution import Evolution
from broodwar_strategy_evolver.evolution.evolution import CrossoverMethod
import matplotlib.pyplot as plt
import time
unit_repo = UnitRepository()
own_units = np.zeros(len(unit_repo.units))
own_units[unit_repo.get_by_name("Probe").id] = 18
own_units[unit_repo.get_by_name("Assimilator").id] = 1
own_units[unit_repo.get_by_name("Gateway").id] = 1
own_units[unit_repo.get_by_name("Cybernetics Core").id] = 1
own_units[unit_repo.get_by_name("Nexus").id] = 1
own_units[unit_repo.get_by_name("Pylon").id] = 3
'''
opp_units = np.zeros(len(unit_repo.units))
opp_units[unit_repo.get_by_name("Nexus").id] = 1
opp_units[unit_repo.get_by_name("Probe").id] = 4
opp_units[unit_repo.get_by_name("Zealot").id] = 0
opp_units[unit_repo.get_by_name("Dragoon").id] = 12
'''
opp_units = np.zeros(len(unit_repo.units))
opp_units[unit_repo.get_by_name("Drone").id] = 18
opp_units[unit_repo.get_by_name("Zergling").id] = 0
opp_units[unit_repo.get_by_name("Overlord").id] = 3
import threading
import multiprocessing
import time
from broodwar_strategy_evolver.nn.ACNetwork import ACNetwork
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type, StarCraftException
from broodwar_strategy_evolver.starcraft.forward_model import GameState, ForwardModel
import operator
import collections
import numpy as np
import tensorflow as tf
import os
import math
# StarCraft config
unit_repo = UnitRepository()
fm = ForwardModel()
own_race = Race.PROTOSS
opp_race = Race.TERRAN
a_size = len(unit_repo.units_by_race(own_race)) + \
len(unit_repo.techs_by_race(own_race)) + \
len(unit_repo.upgrades_by_race(own_race))
s_size = a_size * 3 + len(unit_repo.units_by_race(opp_race)) + 3
banned_builds = [
"Shuttle", "Archon", "High Templar", "Dark Archon", "Carrier", "Reaver"
]
print('Loading Model...')
sess = tf.Session()
from broodwar_strategy_evolver.starcraft.forward_model import ForwardModel, GameState
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Race, Type
import numpy as np
# Unit table
unit_repo = UnitRepository()
def create_build_order(units):
bo = []
for unit in units:
bo.append(unit_repo.get_by_name(unit))
return bo
def test_build_order(build_order, gamestate):
print("-------------------")
opp_units=np.zeros(len(unit_repo.units))
gamestate, _ = forward_model.run(gamestate, build_order, to_frame=50000)
gamestate.print()
# Create Forward Model
forward_model = ForwardModel(verbose=True)
# Create initial unit vector
start_units = np.zeros(len(unit_repo.units)).astype(int)
start_units[unit_repo.get_worker(Race.PROTOSS).id] = 4
start_units[unit_repo.get_base(Race.PROTOSS).id] = 1
start_techs = np.zeros(len(unit_repo.techs)).astype(int)
import numpy as np
import time
from broodwar_strategy_evolver.starcraft.forward_model import ForwardModel, GameState
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Type, Race
from http_server.sup import views
unit_repo = UnitRepository()
own_units = np.zeros(len(unit_repo.units)).astype(int)
own_units[unit_repo.get_by_name("Nexus").id] = 1
own_units[unit_repo.get_by_name("Probe").id] = 7
opp_units = np.zeros(len(unit_repo.units)).astype(int)
own_techs = np.zeros(len(unit_repo.techs)).astype(int)
own_upgrades = np.zeros(len(unit_repo.upgrades)).astype(int)
gamestate = GameState(own_race=Race.PROTOSS,
opp_race=Race.TERRAN,
own_units=own_units,
opp_units=opp_units,
minerals=50,
gas=0,
frame=0,
new_game=False)
# Get build from service
build = views.__update__(gamestate)
print("Building " + build)
import numpy as np
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.evolution.stub import Stub
unit_repo = UnitRepository()
stub_build_order = [
unit_repo.get_by_name("Probe").id,
unit_repo.get_by_name("Pylon").id,
unit_repo.get_by_name("Gateway").id,
unit_repo.get_by_name("Assimilator").id,
unit_repo.get_by_name("Cybernetics Core").id,
unit_repo.get_by_name("Dragoon").id,
unit_repo.get_by_name("Zealot").id
]
stub_units = np.zeros(len(unit_repo.units))
stub_units[unit_repo.get_by_name("Probe").id] = 4
stub_units[unit_repo.get_by_name("Nexus").id] = 1
stub = Stub(stub_build_order, list(stub_units))
def print_current_build_order():
print("-- Build order:")
for build in stub.get_build_order():
print(unit_repo.get_by_id(build).name)
print("---------------")
def build(name):
print("-- Building " + name)
import numpy as np
import time
from broodwar_strategy_evolver.starcraft.forward_model import ForwardModel, GameState
from broodwar_strategy_evolver.starcraft.unit_repository import UnitRepository
from broodwar_strategy_evolver.starcraft.starcraft import Type, Race
from http_server.app import views
unit_repo = UnitRepository()
own_units = np.zeros(len(unit_repo.units)).astype(int)
own_units[unit_repo.get_by_name("Nexus").id] = 1
own_units[unit_repo.get_by_name("Probe").id] = 4
opp_units = np.zeros(len(unit_repo.units)).astype(int)
opp_units[unit_repo.get_by_name("Drone").id] = 4
opp_units[unit_repo.get_by_name("Hatchery").id] = 1
'''
opp_units[unit_repo.get_by_name("Barracks").id] = 1
opp_units[unit_repo.get_by_name("Academy").id] = 1
opp_units[unit_repo.get_by_name("Siege Tank Tank Mode").id] = 10
opp_units[unit_repo.get_by_name("Goliath").id] = 10
'''
own_techs = np.zeros(len(unit_repo.techs)).astype(int)
own_upgrades = np.zeros(len(unit_repo.upgrades)).astype(int)
gamestate = GameState(own_race=Race.PROTOSS,
opp_race=Race.ZERG,
own_units=own_units,
opp_units=opp_units,