Argparser

EA/BGw-sealed-opponent.txt

@@ -0,0 +1,7 @@
+This was BGw-sealed-opponent.dckplaying versus:
+GB-sealed-opponent.dck: 0
+UWg-sealed-opponent.dck: 1
+RG-sealed-opponent.dck: 0
+BGw-sealed-opponent.dck: 0
+UR-sealed-opponent.dck: 0
+RW-sealed-opponent.dck: 1

EA/GB-sealed-opponent.txt

@@ -0,0 +1,7 @@
+This was GB-sealed-opponent.dckplaying versus:
+GB-sealed-opponent.dck: 0
+UWg-sealed-opponent.dck: 0
+RG-sealed-opponent.dck: 0
+BGw-sealed-opponent.dck: 1
+UR-sealed-opponent.dck: 2
+RW-sealed-opponent.dck: 0

EA/RG-sealed-opponent.txt

@@ -0,0 +1,7 @@
+This was RG-sealed-opponent.dckplaying versus:
+GB-sealed-opponent.dck: 2
+UWg-sealed-opponent.dck: 2
+RG-sealed-opponent.dck: 0
+BGw-sealed-opponent.dck: 1
+UR-sealed-opponent.dck: 0
+RW-sealed-opponent.dck: 1

EA/RG-sealed-opponent.txtBGw-sealed-opponent.txt

@@ -0,0 +1,6 @@
+This was RG-sealed-opponent.dckBGw-sealed-opponent.dckplaying versus:
+GB-sealed-opponent.dck: 0
+UWg-sealed-opponent.dck: 0
+RG-sealed-opponent.dckBGw-sealed-opponent.dck: 0
+UR-sealed-opponent.dck: 0
+RW-sealed-opponent.dck: 0

EA/RW-sealed-opponent.txt

@@ -0,0 +1,7 @@
+This was RW-sealed-opponent.dckplaying versus:
+GB-sealed-opponent.dck: 2
+UWg-sealed-opponent.dck: 1
+RG-sealed-opponent.dck: 0
+BGw-sealed-opponent.dck: 2
+UR-sealed-opponent.dck: 2
+RW-sealed-opponent.dck: 1

EA/UR-sealed-opponent.txt

@@ -0,0 +1,7 @@
+This was UR-sealed-opponent.dckplaying versus:
+GB-sealed-opponent.dck: 1
+UWg-sealed-opponent.dck: 1
+RG-sealed-opponent.dck: 2
+BGw-sealed-opponent.dck: 2
+UR-sealed-opponent.dck: 2
+RW-sealed-opponent.dck: 1

EA/UWg-sealed-opponent.txt

@@ -0,0 +1,7 @@
+This was UWg-sealed-opponent.dckplaying versus:
+GB-sealed-opponent.dck: 1
+UWg-sealed-opponent.dck: 1
+RG-sealed-opponent.dck: 1
+BGw-sealed-opponent.dck: 2
+UR-sealed-opponent.dck: 2
+RW-sealed-opponent.dck: 2

EA/constants.py

@@ -5,17 +5,17 @@
 
 POPSIZE = 10
 DECKSIZE = 40
-CROSSOVER_RATE = 0.1
+CROSSOVER_RATE = 0.5
 MUTATION_RATE = 0.2
-NUMBER_OF_GENERATIONS = 500
-MATCHES_PER_OPPONENT = '1'  # must be string!
+NUMBER_OF_GENERATIONS = 200
+MATCHES_PER_OPPONENT = '50'  # must be string!
 CARD_POOL = read_card_pool('../AER-POOL-1.txt')
 CARD_POOL_SIZE = len(CARD_POOL)
 CARD_DIRECTORY = config.CARD_DIR
 FORGE_PATH = config.FORGE_DIR
 DECKLIST_HEADER = '[metadata]\nName=candidate\n[Main]\n'
-# OPPONENTS = ["GB-sealed-opponent.dck"]
-OPPONENTS = ["GB-sealed-opponent.dck", "UWg-sealed-opponent.dck", "UW-sealed-opponent.dck", "BGw-sealed-opponent.dck"]
+OPPONENTS = ["GB-sealed-opponent.dck", "UWg-sealed-opponent.dck", "RG-sealed-opponent1.dck",
+             "BGw-sealed-opponent.dck", "UR-sealed-opponent.dck", "RW-sealed-opponent.dck"]
 EXPERIMENT_TIMESTAMP = datetime.datetime.now().strftime("%d%m%H%M")
 EXPERIMENT_FOLDER = "results/" + EXPERIMENT_TIMESTAMP
 TERMINATION_TRESHOLD = 65

EA/fitness.py

@@ -11,16 +11,19 @@ def build_cmd(candidate_name, opponent_name, nr_matches):
             '-n', nr_matches, '-f', 'sealed']
 
 
-def evaluate_deck_by_wins(individual):
+def evaluate_deck_by_wins(data):
 
-    number_of_matches = len(ct.OPPONENTS) * ct.MATCHES_PER_OPPONENT
+    individual = data[0]
+    matches_per_opponent = data[1]
+
+    number_of_matches = len(ct.OPPONENTS) * int(matches_per_opponent)
 
     decklist = genome_to_decklist(individual)
     filename = "candidate.dck"
     write_decklist(ct.CARD_DIRECTORY + filename, decklist)
     wins = 0
     for opponent in ct.OPPONENTS:
-        cmd = build_cmd(filename, opponent, ct.MATCHES_PER_OPPONENT)
+        cmd = build_cmd(filename, opponent, matches_per_opponent)
         p = subprocess.Popen(cmd, cwd=ct.FORGE_PATH, stdout=subprocess.PIPE)
         for line in p.stdout:
             line = line.decode("utf-8").strip()

EA/mail.py

@@ -8,6 +8,7 @@
 from email.utils import COMMASPACE, formatdate
 
 
+
 def send_mail(send_to, text, files=[], isTls=True):
     print('Sending mail')
     msg = MIMEMultipart()

EA/main.py

@@ -1,6 +1,8 @@
+import argparse
 import copy
 import os
 import time
+import sys
 from random import randint
 from statistics import median
 
@@ -68,9 +70,30 @@ def mate_individuals(ind1, ind2):
     return ind1, ind2
 
 
+def parse_arguments():
+    ap = argparse.ArgumentParser()
+    ap.add_argument('-g', '--gens', type=str, help='number of generations')
+    ap.add_argument('-m', '--matches', type=float, help='matches per opponent')
+    args = vars(ap.parse_args())
+
+    if args['gens'] is None:
+        print('Number of generations not specified with -g, using default of 200')
+    else:
+        ct.NUMBER_OF_GENERATIONS = int(args['gens'])
+        print(ct.NUMBER_OF_GENERATIONS)
+
+    if args['matches'] is None:
+        print("Number of matches per opponent not specified with -m, using default of 50")
+    else:
+        ct.MATCHES_PER_OPPONENT = str(int(args['matches']))
+        print(ct.MATCHES_PER_OPPONENT)
+
+
 def main():
-    # TODO: VELG BREEDING OG MUTASJONSSTRATEGI
+
+    parse_arguments()
     number_of_matches = int(ct.MATCHES_PER_OPPONENT) * len(ct.OPPONENTS) * ct.NUMBER_OF_GENERATIONS * ct.POPSIZE
+
     print('Starting experiment {}'.format(ct.EXPERIMENT_TIMESTAMP))
     print('Doing {} matches'.format(number_of_matches))
 
@@ -97,8 +120,11 @@ def main():
 
     for gen in range(ct.NUMBER_OF_GENERATIONS):
         offspring = algorithms.varAnd(population, toolbox, cxpb=ct.CROSSOVER_RATE, mutpb=ct.MUTATION_RATE)
-        fits = list(futures.map(toolbox.evaluate, offspring))
-        print("Generation {}, {}".format(gen, fits))
+
+        offspring_and_matches = [(x, ct.MATCHES_PER_OPPONENT) for x in offspring]
+
+        fits = list(futures.map(toolbox.evaluate, offspring_and_matches))
+
         for fit, ind in zip(fits, offspring):
             ind.fitness.values = fit
         population = toolbox.select(offspring, k=len(population))
@@ -108,11 +134,17 @@ def main():
         for i, solution in enumerate(population):
             write_decklist(card_location + "/" + str(i) + '.dck', genome_to_decklist(solution))
         fitness_list = [x[0] for x in fits]
+
         maximum = max(fitness_list)
 
         strongest_individual = tools.selBest(population, k=1)
 
         median_score = median(fitness_list)
+
+        minimum = min(fitness_list)
+
+        print("Generation {},  max: {}  median: {} min: ".format(gen, median_score, median_score, minimum))
+
         if median_score > best_median:
             best_median = median_score
             last_improvement = gen
@@ -147,4 +179,3 @@ def main():
     except Exception as e:
         print("Unexpected error:\n{}".format(e))
         send_mail(['[email protected]', '[email protected]'], "The program has crashed:\n{}".format(e))
-

EA/test2.py

@@ -0,0 +1,45 @@
+import subprocess
+
+def build_cmd(candidate_name, opponent_name, nr_matches):
+    return ['java', '-Xmx1024m', '-jar',
+            'forge-gui-desktop-1.5.61-SNAPSHOT-jar-with-dependencies.jar', 'sim',
+            '-d', candidate_name, opponent_name,
+            '-n', nr_matches, '-f', 'sealed']
+
+
+
+#total_damage = 0
+wins = 0
+OPPONENTS = ["GB-sealed-opponent.dck", "UWg-sealed-opponent.dck", "RG-sealed-opponent.dck",
+             "BGw-sealed-opponent.dck", "UR-sealed-opponent.dck", "RW-sealed-opponent.dck"]
+
+for challenger in OPPONENTS:
+    print(challenger)
+    with open("results\\tournament\\" + challenger.replace(".dck", ".txt"),"w") as file:
+        file.write("This was " + challenger + "playing versus:\n\n")
+    for opponent in OPPONENTS:
+        print(opponent)
+        wins = 0
+        for i in range(25):
+            print(i)
+            cmd = build_cmd(challenger, opponent, str(50))
+            p = subprocess.Popen(cmd, cwd="C:\\Users\\Public\\IC\\forge-gui-desktop-1.5.60", stdout=subprocess.PIPE)
+            for line in p.stdout:
+                line = line.decode("utf-8").strip()
+                #if challenger=="RG-sealed-opponent.dck":
+                #    print(line)
+                # if 'combat damage to Ai(2' in line:
+                #     hit_event = line.split(' ')
+                #     # print(hit_event) #For debugging
+                #     damage_index = hit_event.index('deals') + 1
+                #     damage = int(hit_event[damage_index])
+                #     total_damage += damage
+                if 'Match result' in line:
+                    result = line.split(' ')
+            wins += int(result[4])
+            p.wait()
+
+        with open("results\\tournament\\" + challenger.replace(".dck", ".txt"), "a") as file:
+            file.write(opponent + ": {}\n \n".format(wins))
+
+

EA/tournament.py

@@ -0,0 +1,37 @@
+import subprocess
+
+import constants as ct
+from decks import genome_to_decklist, write_decklist
+
+def build_cmd(candidate_name, opponent_name, nr_matches):
+    return ['java', '-Xmx1024m', '-jar',
+            'forge-gui-desktop-1.5.61-SNAPSHOT-jar-with-dependencies.jar', 'sim',
+            '-d', candidate_name, opponent_name,
+            '-n', nr_matches, '-f', 'sealed']
+
+
+
+total_damage = 0
+wins = 0
+# colors,lands = colorsymbols_in_deck(CARDS, decklist)
+
+for challenger in ct.OPPONENTS:
+    total_wins=0
+    for i in range(20):
+        for opponent in ct.OPPONENTS:
+            cmd = build_cmd(challenger, opponent, ct.MATCHES_PER_OPPONENT)
+            p = subprocess.Popen(cmd, cwd=ct.FORGE_PATH, stdout=subprocess.PIPE)
+            for line in p.stdout:
+                line = line.decode("utf-8").strip()
+                #print(line)
+                # if 'combat damage to Ai(2' in line:
+                #     hit_event = line.split(' ')
+                #     # print(hit_event) #For debugging
+                #     damage_index = hit_event.index('deals') + 1
+                #     damage = int(hit_event[damage_index])
+                #     total_damage += damage
+                if 'Match result' in line:
+                    result = line.split(' ')
+            wins += int(result[3])
+            p.wait()
+         total_wins+=wins

decks/RG-sealed-opponent.dck

@@ -0,0 +1,26 @@
+[metadata]
+Name=RG aggro 2
+[Main]
+8 Mountain
+1 Sky Skiff
+1 Harnessed Lightning
+2 Spireside Infiltrator
+1 Chandra's Pyrohelix
+1 Highspire Artisan
+1 Wayward Giant
+1 Blossoming Defense
+1 Wild Wanderer
+1 Whirlermaker
+8 Forest
+2 Welding Sparks
+1 Fairgrounds Trumpeter
+1 Fateful Showdown
+1 Elegant Edgecrafters
+1 Brazen Scourge
+1 Attune with Aether
+1 Thriving Rhino
+1 Cultivator of Blades
+1 Fleetwheel Cruiser
+1 Oviya Pashiri, Sage Lifecrafter
+2 Voltaic Brawler
+1 Renegade Freighter

decks/RW-sealed-opponent.dck

@@ -0,0 +1,25 @@
+[metadata]
+Name=RW aggro
+[Main]
+1 Bomat Bazaar Barge
+2 Brazen Scourge
+1 Chief of the Foundry
+1 Combustible Gearhulk
+1 Consul's Shieldguard
+1 Fleetwheel Cruiser
+1 Fragmentize
+3 Gearshift Ace
+1 Glint-Sleeve Artisan
+1 Inventor's Apprentice
+9 Mountain
+8 Plains
+1 Propeller Pioneer
+1 Renegade Freighter
+1 Revoke Privileges
+1 Scrapheap Scrounger
+1 Sky Skiff
+1 Skyship Stalker
+1 Thriving Grubs
+1 Veteran Motorist
+1 Visionary Augmenter
+1 Weldfast Monitor

decks/Sveinung_2_RG.txt

@@ -0,0 +1,71 @@
+8 Mountain
+1 Sky Skiff
+1 Harnessed Lightning
+2 Spireside Infiltrator
+1 Chandra's Pyrohelix
+1 Highspire Artisan
+1 Wayward Giant
+1 Blossoming Defense
+1 Wild Wanderer
+1 Whirlermaker
+8 Forest
+2 Welding Sparks
+1 Fairgrounds Trumpeter
+1 Fateful Showdown
+1 Elegant Edgecrafters
+1 Brazen Scourge
+1 Attune with Aether
+1 Thriving Rhino
+1 Cultivator of Blades
+1 Fleetwheel Cruiser
+1 Oviya Pashiri, Sage Lifecrafter
+2 Voltaic Brawler
+1 Renegade Freighter
+
+1 Inspired Charge
+1 Refurbish
+1 Propeller Pioneer
+1 Skywhaler's Shot
+1 Herald of the Fair
+1 Acrobatic Maneuver
+1 Ninth Bridge Patrol
+1 Eddytrail Hawk
+3 Aviary Mechanic
+1 Tasseled Dromedary
+1 Failed Inspection
+1 Weldfast Wingsmith
+2 Disappearing Act
+2 Dramatic Reversal
+1 Curio Vendor
+1 Minister of Inquiries
+1 Demon of Dark Schemes
+1 Prakhata Club Security
+2 Maulfist Squad
+1 Aetherborn Marauder
+1 Essence Extraction
+1 Mind Rot
+1 Make Obsolete
+1 Live Fast
+2 Lawless Broker
+1 Foundry Screecher
+2 Fortuitous Find
+1 Syndicate Trafficker
+1 Subtle Strike
+2 Rush of Vitality
+1 Die Young
+1 Harsh Scrutiny
+1 Salivating Gremlins
+1 Spark of Creativity
+1 Renegade Tactics
+2 Cowl Prowler
+2 Larger Than Life
+1 Take Down
+2 Ornamental Courage
+1 Aradara Express
+1 Dynavolt Tower
+1 Woodweaver's Puzzleknot
+3 Torch Gauntlet
+1 Sky Skiff
+1 Metalspinner's Puzzleknot
+1 Fireforger's Puzzleknot
+1 Sequestered Stash