logger.py 8.4 KB

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  1. import logging
  2. import os
  3. import re
  4. import sys
  5. import traceback
  6. from datetime import datetime
  7. from typing import Literal, Mapping
  8. from termcolor import colored
  9. LOG_LEVEL = os.getenv('LOG_LEVEL', 'INFO').upper()
  10. DEBUG = os.getenv('DEBUG', 'False').lower() in ['true', '1', 'yes']
  11. if DEBUG:
  12. LOG_LEVEL = 'DEBUG'
  13. LOG_TO_FILE = os.getenv('LOG_TO_FILE', 'False').lower() in ['true', '1', 'yes']
  14. DISABLE_COLOR_PRINTING = False
  15. ColorType = Literal[
  16. 'red',
  17. 'green',
  18. 'yellow',
  19. 'blue',
  20. 'magenta',
  21. 'cyan',
  22. 'light_grey',
  23. 'dark_grey',
  24. 'light_red',
  25. 'light_green',
  26. 'light_yellow',
  27. 'light_blue',
  28. 'light_magenta',
  29. 'light_cyan',
  30. 'white',
  31. ]
  32. LOG_COLORS: Mapping[str, ColorType] = {
  33. 'ACTION': 'green',
  34. 'USER_ACTION': 'light_red',
  35. 'OBSERVATION': 'yellow',
  36. 'USER_OBSERVATION': 'light_green',
  37. 'DETAIL': 'cyan',
  38. 'ERROR': 'red',
  39. 'PLAN': 'light_magenta',
  40. }
  41. class ColoredFormatter(logging.Formatter):
  42. def format(self, record):
  43. msg_type = record.__dict__.get('msg_type')
  44. event_source = record.__dict__.get('event_source')
  45. if event_source:
  46. new_msg_type = f'{event_source.upper()}_{msg_type}'
  47. if new_msg_type in LOG_COLORS:
  48. msg_type = new_msg_type
  49. if msg_type in LOG_COLORS and not DISABLE_COLOR_PRINTING:
  50. msg_type_color = colored(msg_type, LOG_COLORS[msg_type])
  51. msg = colored(record.msg, LOG_COLORS[msg_type])
  52. time_str = colored(
  53. self.formatTime(record, self.datefmt), LOG_COLORS[msg_type]
  54. )
  55. name_str = colored(record.name, LOG_COLORS[msg_type])
  56. level_str = colored(record.levelname, LOG_COLORS[msg_type])
  57. if msg_type in ['ERROR'] or DEBUG:
  58. return f'{time_str} - {name_str}:{level_str}: {record.filename}:{record.lineno}\n{msg_type_color}\n{msg}'
  59. return f'{time_str} - {msg_type_color}\n{msg}'
  60. elif msg_type == 'STEP':
  61. msg = '\n\n==============\n' + record.msg + '\n'
  62. return f'{msg}'
  63. return super().format(record)
  64. console_formatter = ColoredFormatter(
  65. '\033[92m%(asctime)s - %(name)s:%(levelname)s\033[0m: %(filename)s:%(lineno)s - %(message)s',
  66. datefmt='%H:%M:%S',
  67. )
  68. file_formatter = logging.Formatter(
  69. '%(asctime)s - %(name)s:%(levelname)s: %(filename)s:%(lineno)s - %(message)s',
  70. datefmt='%H:%M:%S',
  71. )
  72. llm_formatter = logging.Formatter('%(message)s')
  73. class SensitiveDataFilter(logging.Filter):
  74. def filter(self, record):
  75. # start with attributes
  76. sensitive_patterns = [
  77. 'api_key',
  78. 'aws_access_key_id',
  79. 'aws_secret_access_key',
  80. 'e2b_api_key',
  81. 'github_token',
  82. 'jwt_secret',
  83. ]
  84. # add env var names
  85. env_vars = [attr.upper() for attr in sensitive_patterns]
  86. sensitive_patterns.extend(env_vars)
  87. # and some special cases
  88. sensitive_patterns.append('JWT_SECRET')
  89. sensitive_patterns.append('LLM_API_KEY')
  90. sensitive_patterns.append('GITHUB_TOKEN')
  91. sensitive_patterns.append('SANDBOX_ENV_GITHUB_TOKEN')
  92. # this also formats the message with % args
  93. msg = record.getMessage()
  94. record.args = ()
  95. for attr in sensitive_patterns:
  96. pattern = rf"{attr}='?([\w-]+)'?"
  97. msg = re.sub(pattern, f"{attr}='******'", msg)
  98. # passed with msg
  99. record.msg = msg
  100. return True
  101. def get_console_handler(log_level=logging.INFO):
  102. """Returns a console handler for logging."""
  103. console_handler = logging.StreamHandler()
  104. console_handler.setLevel(log_level)
  105. console_handler.setFormatter(console_formatter)
  106. return console_handler
  107. def get_file_handler(log_dir, log_level=logging.INFO):
  108. """Returns a file handler for logging."""
  109. os.makedirs(log_dir, exist_ok=True)
  110. timestamp = datetime.now().strftime('%Y-%m-%d')
  111. file_name = f'openhands_{timestamp}.log'
  112. file_handler = logging.FileHandler(os.path.join(log_dir, file_name))
  113. file_handler.setLevel(log_level)
  114. file_handler.setFormatter(file_formatter)
  115. return file_handler
  116. # Set up logging
  117. logging.basicConfig(level=logging.ERROR)
  118. def log_uncaught_exceptions(ex_cls, ex, tb):
  119. """Logs uncaught exceptions along with the traceback.
  120. Args:
  121. ex_cls (type): The type of the exception.
  122. ex (Exception): The exception instance.
  123. tb (traceback): The traceback object.
  124. Returns:
  125. None
  126. """
  127. logging.error(''.join(traceback.format_tb(tb)))
  128. logging.error('{0}: {1}'.format(ex_cls, ex))
  129. sys.excepthook = log_uncaught_exceptions
  130. openhands_logger = logging.getLogger('openhands')
  131. current_log_level = logging.INFO
  132. if LOG_LEVEL in logging.getLevelNamesMapping():
  133. current_log_level = logging.getLevelNamesMapping()[LOG_LEVEL]
  134. openhands_logger.setLevel(current_log_level)
  135. if current_log_level == logging.DEBUG:
  136. LOG_TO_FILE = True
  137. openhands_logger.info('DEBUG mode enabled.')
  138. openhands_logger.addHandler(get_console_handler(current_log_level))
  139. openhands_logger.addFilter(SensitiveDataFilter(openhands_logger.name))
  140. openhands_logger.propagate = False
  141. openhands_logger.debug('Logging initialized')
  142. LOG_DIR = os.path.join(
  143. # parent dir of openhands/core (i.e., root of the repo)
  144. os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))),
  145. 'logs',
  146. )
  147. if LOG_TO_FILE:
  148. openhands_logger.addHandler(
  149. get_file_handler(LOG_DIR, current_log_level)
  150. ) # default log to project root
  151. openhands_logger.info(f'Logging to file in: {LOG_DIR}')
  152. # Exclude LiteLLM from logging output
  153. logging.getLogger('LiteLLM').disabled = True
  154. logging.getLogger('LiteLLM Router').disabled = True
  155. logging.getLogger('LiteLLM Proxy').disabled = True
  156. class LlmFileHandler(logging.FileHandler):
  157. """# LLM prompt and response logging"""
  158. def __init__(self, filename, mode='a', encoding='utf-8', delay=False):
  159. """Initializes an instance of LlmFileHandler.
  160. Args:
  161. filename (str): The name of the log file.
  162. mode (str, optional): The file mode. Defaults to 'a'.
  163. encoding (str, optional): The file encoding. Defaults to None.
  164. delay (bool, optional): Whether to delay file opening. Defaults to False.
  165. """
  166. self.filename = filename
  167. self.message_counter = 1
  168. if DEBUG:
  169. self.session = datetime.now().strftime('%y-%m-%d_%H-%M')
  170. else:
  171. self.session = 'default'
  172. self.log_directory = os.path.join(LOG_DIR, 'llm', self.session)
  173. os.makedirs(self.log_directory, exist_ok=True)
  174. if not DEBUG:
  175. # Clear the log directory if not in debug mode
  176. for file in os.listdir(self.log_directory):
  177. file_path = os.path.join(self.log_directory, file)
  178. try:
  179. os.unlink(file_path)
  180. except Exception as e:
  181. openhands_logger.error(
  182. 'Failed to delete %s. Reason: %s', file_path, e
  183. )
  184. filename = f'{self.filename}_{self.message_counter:03}.log'
  185. self.baseFilename = os.path.join(self.log_directory, filename)
  186. super().__init__(self.baseFilename, mode, encoding, delay)
  187. def emit(self, record):
  188. """Emits a log record.
  189. Args:
  190. record (logging.LogRecord): The log record to emit.
  191. """
  192. filename = f'{self.filename}_{self.message_counter:03}.log'
  193. self.baseFilename = os.path.join(self.log_directory, filename)
  194. self.stream = self._open()
  195. super().emit(record)
  196. self.stream.close()
  197. openhands_logger.debug('Logging to %s', self.baseFilename)
  198. self.message_counter += 1
  199. def _get_llm_file_handler(name, log_level=logging.INFO):
  200. # The 'delay' parameter, when set to True, postpones the opening of the log file
  201. # until the first log message is emitted.
  202. llm_file_handler = LlmFileHandler(name, delay=True)
  203. llm_file_handler.setFormatter(llm_formatter)
  204. llm_file_handler.setLevel(log_level)
  205. return llm_file_handler
  206. def _setup_llm_logger(name, log_level=logging.INFO):
  207. logger = logging.getLogger(name)
  208. logger.propagate = False
  209. logger.setLevel(log_level)
  210. if LOG_TO_FILE:
  211. logger.addHandler(_get_llm_file_handler(name, log_level))
  212. return logger
  213. llm_prompt_logger = _setup_llm_logger('prompt', current_log_level)
  214. llm_response_logger = _setup_llm_logger('response', current_log_level)