# Ultralytics YOLO 🚀, AGPL-3.0 license import requests from ultralytics.hub.utils import HUB_API_ROOT, PREFIX, request_with_credentials from ultralytics.yolo.utils import LOGGER, SETTINGS, emojis, is_colab, set_settings API_KEY_URL = 'https://hub.ultralytics.com/settings?tab=api+keys' class Auth: id_token = api_key = model_key = False def __init__(self, api_key='', verbose=False): """ Initialize the Auth class with an optional API key. Args: api_key (str, optional): May be an API key or a combination API key and model ID, i.e. key_id """ # Split the input API key in case it contains a combined key_model and keep only the API key part api_key = api_key.split('_')[0] # Set API key attribute as value passed or SETTINGS API key if none passed self.api_key = api_key or SETTINGS.get('api_key', '') # If an API key is provided if self.api_key: # If the provided API key matches the API key in the SETTINGS if self.api_key == SETTINGS.get('api_key'): # Log that the user is already logged in if verbose: LOGGER.info(f'{PREFIX}Authenticated ✅') return else: # Attempt to authenticate with the provided API key success = self.authenticate() # If the API key is not provided and the environment is a Google Colab notebook elif is_colab(): # Attempt to authenticate using browser cookies success = self.auth_with_cookies() else: # Request an API key success = self.request_api_key() # Update SETTINGS with the new API key after successful authentication if success: set_settings({'api_key': self.api_key}) # Log that the new login was successful if verbose: LOGGER.info(f'{PREFIX}New authentication successful ✅') elif verbose: LOGGER.info(f'{PREFIX}Retrieve API key from {API_KEY_URL}') def request_api_key(self, max_attempts=3): """ Prompt the user to input their API key. Returns the model ID. """ import getpass for attempts in range(max_attempts): LOGGER.info(f'{PREFIX}Login. Attempt {attempts + 1} of {max_attempts}') input_key = getpass.getpass(f'Enter API key from {API_KEY_URL} ') self.api_key = input_key.split('_')[0] # remove model id if present if self.authenticate(): return True raise ConnectionError(emojis(f'{PREFIX}Failed to authenticate ❌')) def authenticate(self) -> bool: """ Attempt to authenticate with the server using either id_token or API key. Returns: bool: True if authentication is successful, False otherwise. """ try: header = self.get_auth_header() if header: r = requests.post(f'{HUB_API_ROOT}/v1/auth', headers=header) if not r.json().get('success', False): raise ConnectionError('Unable to authenticate.') return True raise ConnectionError('User has not authenticated locally.') except ConnectionError: self.id_token = self.api_key = False # reset invalid LOGGER.warning(f'{PREFIX}Invalid API key ⚠️') return False def auth_with_cookies(self) -> bool: """ Attempt to fetch authentication via cookies and set id_token. User must be logged in to HUB and running in a supported browser. Returns: bool: True if authentication is successful, False otherwise. """ if not is_colab(): return False # Currently only works with Colab try: authn = request_with_credentials(f'{HUB_API_ROOT}/v1/auth/auto') if authn.get('success', False): self.id_token = authn.get('data', {}).get('idToken', None) self.authenticate() return True raise ConnectionError('Unable to fetch browser authentication details.') except ConnectionError: self.id_token = False # reset invalid return False def get_auth_header(self): """ Get the authentication header for making API requests. Returns: dict: The authentication header if id_token or API key is set, None otherwise. """ if self.id_token: return {'authorization': f'Bearer {self.id_token}'} elif self.api_key: return {'x-api-key': self.api_key} else: return None def get_state(self) -> bool: """ Get the authentication state. Returns: bool: True if either id_token or API key is set, False otherwise. """ return self.id_token or self.api_key def set_api_key(self, key: str): """ Set the API key for authentication. Args: key (str): The API key string. """ self.api_key = key