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Add selenium class to simulate the user in the rs wordle
Browse filesChange to class firebase conection
Refactor rs_wordle_player
- play_rs_wordle.py +0 -4
- requirements.txt +3 -0
- rs_wordle_player/firebase_connector.py +51 -52
- rs_wordle_player/rs_wordle_player.py +41 -32
- rs_wordle_player/selenium_player.py +29 -0
play_rs_wordle.py
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from rs_wordle_player.rs_wordle_player import play
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if __name__ == '__main__':
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print(play())
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requirements.txt
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gym
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matplotlib
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torch
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dotenv
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firebase-admin
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gym
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matplotlib
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selenium
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torch
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rs_wordle_player/firebase_connector.py
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from dotenv import load_dotenv
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def get_user():
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def
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def today_word():
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return doc.get().get('word')
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from dotenv import load_dotenv
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class FirebaseConnector():
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def __init__(self):
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load_dotenv()
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cert_path = self.get_credentials_path()
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cred = credentials.Certificate(cert_path)
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firebase_admin.initialize_app(cred)
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self.db = self.get_db()
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def get_db(self):
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db = firestore.client()
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return db
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def get_credentials_path(self):
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credentials_path = os.getenv('FIREBASE_CREDENTIALS_PATH')
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return credentials_path
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def get_user(self):
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user = os.getenv('RS_WORDLE_USER')
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return user
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def get_state_from_fb_result(self, firebase_result):
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result_number_map = {'incorrect': '0',
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'misplaced': '1',
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'correct': '2'}
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return ''.join(map(lambda char_res: result_number_map[char_res], firebase_result))
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def today(self):
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return datetime.today().strftime('%Y%m%d')
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def today_user_results(self):
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daily_results_col = 'dailyResults'
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currentUser = self.get_user()
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# Execute the query and get the first result
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docs = self.db.collection(daily_results_col).where(
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'user.email', '==', currentUser).where(
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'date', '==', self.today()).limit(1).get()
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return docs
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def today_user_attempts(self):
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docs = self.today_user_results()
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attempted_words = []
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if len(docs) > 0:
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doc = docs[0]
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attempted_words = doc.to_dict().get('attemptedWords')
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return attempted_words
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def today_word(self):
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words_col = 'words'
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doc = self.db.collection(words_col).document(self.today())
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return doc.get().get('word')
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rs_wordle_player/rs_wordle_player.py
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import gym
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import os
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from a3c.play import suggest
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from
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def
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return
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words = []
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results = []
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for attempt in attempts:
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word, result = attempt.values()
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words.append(word)
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results.append(get_state_from_fb_result(result))
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return words, results
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def
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def play():
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env =
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pretrained_model_path = os.path.join(model_checkpoint_dir, pretrained_model_name)
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goal_word = today_word()
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if goal_word and len(goal_word) == 5:
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states = []
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finished = False
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attempts = 0
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while not finished or attempts == 6:
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attempts += 1
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new_attempt = suggest(env, words, states, pretrained_model_path)
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play_word(new_attempt)
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words, states = get_attempts()
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finished = states[-1] == '22222' or len(states) == 6
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else:
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print("Can't play, today's word is not 5 characters long")
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import gym
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import os
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from a3c.play import suggest
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from dotenv import load_dotenv
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from .firebase_connector import FirebaseConnector
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from .selenium_player import SeleniumPlayer
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def get_model_path():
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load_dotenv()
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model_name = os.getenv('RS_WORDLE_MODEL_NAME')
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model_checkpoint_dir = os.path.join('checkpoints', 'best_models')
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return os.path.join(model_checkpoint_dir, model_name)
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def get_env():
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env_id = 'WordleEnvFull-v0'
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return gym.make(env_id)
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def get_attempts(fb_connector):
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attempts = fb_connector.today_user_attempts()
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words = []
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results = []
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for attempt in attempts:
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word, result = attempt.values()
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words.append(word)
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results.append(fb_connector.get_state_from_fb_result(result))
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return words, results
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def play_game(player, fb_connector, env, model_path):
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words = []
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states = []
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finished = False
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attempts = 0
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while not finished or attempts == 6:
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attempts += 1
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new_attempt = suggest(env, words, states, model_path)
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player.play_word(new_attempt)
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words, states = get_attempts(fb_connector)
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finished = states[-1] == '22222'
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return states, finished
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def play():
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fb = FirebaseConnector()
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player = SeleniumPlayer()
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model_path = get_model_path()
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env = get_env()
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goal_word = fb.today_word()
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if goal_word and len(goal_word) == 5:
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states, won = play_game(player, fb, env, model_path)
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else:
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print("Can't play, today's word is not 5 characters long")
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states, won = None, None
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player.finish()
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return states, won
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if __name__ == '__main__':
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print(play())
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rs_wordle_player/selenium_player.py
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import os
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from selenium import webdriver
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from dotenv import load_dotenv
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from selenium.webdriver.common.keys import Keys
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class SeleniumPlayer():
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def __init__(self):
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self.driver = self.get_driver()
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def get_driver(self):
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driver = webdriver.Chrome()
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driver.get(self.get_wordle_url())
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return driver
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def get_wordle_url(self):
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load_dotenv()
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return os.getenv('RS_WORDLE_URL')
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def play_word(self, word):
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element = self.driver.find_element_by_name('html')
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# simulate typing the letters in the word into the input field
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element.send_keys(word)
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# simulate pressing the Enter key
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element.send_keys(Keys.ENTER)
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def finish(self):
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self.driver.quit()
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