def run_faceoff(
environment_name,
bot_species,
bot_generation,
num_rounds,
num_workers=1,
):
env_class = get_env_module(environment_name)
# The bot your testing and the current best bot
bots = []
for i in range(bot_generation - 1, bot_generation + 1):
Agent, agent_settings = configure_agent(environment_name, bot_species,
i, "evaluation")
bots.append(Bot(
f"{bot_species}-{i}",
Agent,
agent_settings,
))
# Run the faceoff
tournament = Tournament.setup(
environment=env_class.Environment,
bots=bots,
)
for i in range(num_rounds):
tournament.ladder(num_rounds=1,
num_workers=num_workers) # 2 x 3 games each round
tournament.display_results()
# Return contender matchup
contender_entrant = tournament.entrants[bots[-1].name]
contender_matchup_info = contender_entrant.matchup_histories[bots[0].name]
return contender_matchup_info
def run_generation_ladder(
environment_name,
species_list, # [(species, low_gen, high_gen), ...]
num_workers=1,
entrants_per_species=7,
):
bots = []
for species, lowest_generation, highest_generation in species_list:
num_entrants = entrants_per_species
generations = [
int(round(x)) for x in numpy.linspace(
lowest_generation, highest_generation, num_entrants)
]
generations = list(set(generations))
for i in generations:
sp = get_species(species)
Agent = sp.AgentClass
agent_settings = sp.agent_settings(environment_name,
i,
play_setting="evaluation")
print(f"Adding bot {species}-{i} to tourney")
bots.append(Bot(
f"{species}-{i}",
Agent,
agent_settings,
))
species_str = []
for species, lg, hg in species_list:
species_str.append(f"{species}-{lg}-{hg}")
species_str.sort()
species_str = "__".join(species_str)
tournament_key = f"{round(time.time())}-{species_str}"
results_path = build_tournament_results_path(tournament_key)
env_class = get_env_module(environment_name)
tournament = Tournament.setup(
environment=env_class.Environment,
bots=bots,
)
for i in range(300):
tournament.ladder(num_rounds=1, num_workers=num_workers)
tournament.display_results()
print(f"\nTournament id: {tournament_key}")
tournament.save_results(results_path)