def __init__(self):
self.config_path = Path("./src/configs/")
self.scrape_items = []
self.files = self.load_files()
self.driver = Driver()
self.scrapers = None
self.setup()
self.scrapers = init_scrapers(self.driver, self.scrape_items)
def taxi_random():
agent = Random()
driver = Driver({
'epochs': 1000,
'env': gym.make('Taxi-v2'),
'agent': agent,
})
driver.run_taxi_random()
def frozen_lake_random():
agent = Random()
driver = Driver({
'epochs': 1000,
'env': gym.make('FrozenLake-v0'),
'agent': agent,
})
driver.run_frozen_lake_random()
def cartpole_random():
agent = Random()
driver = Driver({
'epochs': 1000,
'env': gym.make('CartPole-v1'),
'agent': agent,
})
driver.run_cartpole_random()
def __init__(self, driver=None):
if driver:
self.driver = driver
else:
self.driver = Driver()
if self.URL:
self.driver.driver.get(self.URL)
self.logger = logging.getLogger(str(settings.PROJECT_DIR))
self.logger.info(f'Class \'{self.__class__.__name__}\' successfully initialized.')
def single_run(params):
print(params)
medical_cost = MedicalCost()
driver = Driver(params, medical_cost.data)
driver.train()
driver.report()
inputs = medical_cost.data.sample(10)
driver.predict(inputs)
def frozen_lake_qlearner():
agent = Qlearner({
'alpha': 0.1,
'gamma': 0.6,
'epsilon': 0.3,
})
driver = Driver({
'epochs': 10000,
'env': gym.make('FrozenLake-v0'),
'agent': agent,
})
driver.run_frozen_lake_qlearner()
def cartpole_tdlearner():
agent = TDlearner({
'alpha': 0.2,
'gamma': 0.5,
'epsilon': 0.1,
})
driver = Driver({
'epochs': 50000,
'env': gym.make('CartPole-v1'),
'agent': agent,
})
driver.run_cartpole_tdlearner()
def taxi_qlearner():
agent = Qlearner({
'alpha': 0.1,
'gamma': 0.6,
'epsilon': 0.1,
})
driver = Driver({
'epochs': 10000,
'env': gym.make('Taxi-v2'),
'agent': agent,
})
driver.run_taxi_qlearner()
type=str,
help='Recipient email address for error emails.')
parser.add_argument('-a',
'--from-password',
type=str,
help='Password of sender email account.')
parser.add_argument('-e',
'--headless',
action='store_true',
default=False,
help='Run browser in headless mode.')
return parser.parse_args()
if __name__ == '__main__':
_init_logging()
args = _parse_args()
driver = Driver(headless=args.headless)
try:
GSLoginPage(driver=driver).login(args.name, args.password)
GSChallengesPage(driver=driver).process_all_challenges()
except Exception as e:
logging.getLogger(str(settings.PROJECT_DIR)).error(
f'Because of following error, automation is stopped and email is sent: {e}'
)
send_error_email(args.from_address, args.from_password,
args.to_address, str(e))
finally:
driver.close()
import os
import sys
import getopt
path = os.path.sep.join(os.path.abspath(__file__).split(os.path.sep)[:-1])
if path not in sys.path:
sys.path.append(path)
from src.driver import Driver
driver = Driver()
driver.run_all_handler()
def __init__(self, file_path, web_path, maximum):
self.driver = Driver(file_path, web_path)
self.maximum = maximum
