logger.py 7.7 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. from opendevin.core.config import config
  10. DISABLE_COLOR_PRINTING = config.disable_color
  11. ColorType = Literal[
  12. 'red',
  13. 'green',
  14. 'yellow',
  15. 'blue',
  16. 'magenta',
  17. 'cyan',
  18. 'light_grey',
  19. 'dark_grey',
  20. 'light_red',
  21. 'light_green',
  22. 'light_yellow',
  23. 'light_blue',
  24. 'light_magenta',
  25. 'light_cyan',
  26. 'white',
  27. ]
  28. LOG_COLORS: Mapping[str, ColorType] = {
  29. 'BACKGROUND LOG': 'blue',
  30. 'ACTION': 'green',
  31. 'OBSERVATION': 'yellow',
  32. 'DETAIL': 'cyan',
  33. 'ERROR': 'red',
  34. 'PLAN': 'light_magenta',
  35. }
  36. class ColoredFormatter(logging.Formatter):
  37. def format(self, record):
  38. msg_type = record.__dict__.get('msg_type', None)
  39. if msg_type in LOG_COLORS and not DISABLE_COLOR_PRINTING:
  40. msg_type_color = colored(msg_type, LOG_COLORS[msg_type])
  41. msg = colored(record.msg, LOG_COLORS[msg_type])
  42. time_str = colored(
  43. self.formatTime(record, self.datefmt), LOG_COLORS[msg_type]
  44. )
  45. name_str = colored(record.name, LOG_COLORS[msg_type])
  46. level_str = colored(record.levelname, LOG_COLORS[msg_type])
  47. if msg_type in ['ERROR']:
  48. return f'{time_str} - {name_str}:{level_str}: {record.filename}:{record.lineno}\n{msg_type_color}\n{msg}'
  49. return f'{time_str} - {msg_type_color}\n{msg}'
  50. elif msg_type == 'STEP':
  51. msg = '\n\n==============\n' + record.msg + '\n'
  52. return f'{msg}'
  53. return super().format(record)
  54. console_formatter = ColoredFormatter(
  55. '\033[92m%(asctime)s - %(name)s:%(levelname)s\033[0m: %(filename)s:%(lineno)s - %(message)s',
  56. datefmt='%H:%M:%S',
  57. )
  58. file_formatter = logging.Formatter(
  59. '%(asctime)s - %(name)s:%(levelname)s: %(filename)s:%(lineno)s - %(message)s',
  60. datefmt='%H:%M:%S',
  61. )
  62. llm_formatter = logging.Formatter('%(message)s')
  63. class SensitiveDataFilter(logging.Filter):
  64. def filter(self, record):
  65. # start with attributes
  66. sensitive_patterns = [
  67. 'api_key',
  68. 'aws_access_key_id',
  69. 'aws_secret_access_key',
  70. 'e2b_api_key',
  71. 'github_token',
  72. 'jwt_secret',
  73. 'ssh_password',
  74. ]
  75. # add env var names
  76. env_vars = [attr.upper() for attr in sensitive_patterns]
  77. sensitive_patterns.extend(env_vars)
  78. # and some special cases
  79. sensitive_patterns.append('JWT_SECRET')
  80. sensitive_patterns.append('LLM_API_KEY')
  81. sensitive_patterns.append('GITHUB_TOKEN')
  82. sensitive_patterns.append('SANDBOX_ENV_GITHUB_TOKEN')
  83. # this also formats the message with % args
  84. msg = record.getMessage()
  85. record.args = ()
  86. for attr in sensitive_patterns:
  87. pattern = rf"{attr}='?([\w-]+)'?"
  88. msg = re.sub(pattern, f"{attr}='******'", msg)
  89. # passed with msg
  90. record.msg = msg
  91. return True
  92. def get_console_handler():
  93. """
  94. Returns a console handler for logging.
  95. """
  96. console_handler = logging.StreamHandler()
  97. console_handler.setLevel(logging.INFO)
  98. if config.debug:
  99. console_handler.setLevel(logging.DEBUG)
  100. console_handler.setFormatter(console_formatter)
  101. return console_handler
  102. def get_file_handler(log_dir=None):
  103. """
  104. Returns a file handler for logging.
  105. """
  106. log_dir = os.path.join(os.getcwd(), 'logs') if log_dir is None else log_dir
  107. os.makedirs(log_dir, exist_ok=True)
  108. timestamp = datetime.now().strftime('%Y-%m-%d')
  109. file_name = f'opendevin_{timestamp}.log'
  110. file_handler = logging.FileHandler(os.path.join(log_dir, file_name))
  111. if config.debug:
  112. file_handler.setLevel(logging.DEBUG)
  113. file_handler.setFormatter(file_formatter)
  114. return file_handler
  115. # Set up logging
  116. logging.basicConfig(level=logging.ERROR)
  117. def log_uncaught_exceptions(ex_cls, ex, tb):
  118. """
  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. opendevin_logger = logging.getLogger('opendevin')
  131. if config.debug:
  132. opendevin_logger.setLevel(logging.DEBUG)
  133. else:
  134. opendevin_logger.setLevel(logging.INFO)
  135. opendevin_logger.addHandler(get_file_handler())
  136. opendevin_logger.addHandler(get_console_handler())
  137. opendevin_logger.addFilter(SensitiveDataFilter(opendevin_logger.name))
  138. opendevin_logger.propagate = False
  139. opendevin_logger.debug('Logging initialized')
  140. opendevin_logger.debug(
  141. 'Logging to %s', os.path.join(os.getcwd(), 'logs', 'opendevin.log')
  142. )
  143. # Exclude LiteLLM from logging output
  144. logging.getLogger('LiteLLM').disabled = True
  145. logging.getLogger('LiteLLM Router').disabled = True
  146. logging.getLogger('LiteLLM Proxy').disabled = True
  147. class LlmFileHandler(logging.FileHandler):
  148. """
  149. # LLM prompt and response logging
  150. """
  151. def __init__(self, filename, mode='a', encoding='utf-8', delay=False):
  152. """
  153. Initializes an instance of LlmFileHandler.
  154. Args:
  155. filename (str): The name of the log file.
  156. mode (str, optional): The file mode. Defaults to 'a'.
  157. encoding (str, optional): The file encoding. Defaults to None.
  158. delay (bool, optional): Whether to delay file opening. Defaults to False.
  159. """
  160. self.filename = filename
  161. self.message_counter = 1
  162. if config.debug:
  163. self.session = datetime.now().strftime('%y-%m-%d_%H-%M')
  164. else:
  165. self.session = 'default'
  166. self.log_directory = os.path.join(os.getcwd(), 'logs', 'llm', self.session)
  167. os.makedirs(self.log_directory, exist_ok=True)
  168. if not config.debug:
  169. # Clear the log directory if not in debug mode
  170. for file in os.listdir(self.log_directory):
  171. file_path = os.path.join(self.log_directory, file)
  172. try:
  173. os.unlink(file_path)
  174. except Exception as e:
  175. opendevin_logger.error(
  176. 'Failed to delete %s. Reason: %s', file_path, e
  177. )
  178. filename = f'{self.filename}_{self.message_counter:03}.log'
  179. self.baseFilename = os.path.join(self.log_directory, filename)
  180. super().__init__(self.baseFilename, mode, encoding, delay)
  181. def emit(self, record):
  182. """
  183. Emits a log record.
  184. Args:
  185. record (logging.LogRecord): The log record to emit.
  186. """
  187. filename = f'{self.filename}_{self.message_counter:03}.log'
  188. self.baseFilename = os.path.join(self.log_directory, filename)
  189. self.stream = self._open()
  190. super().emit(record)
  191. self.stream.close()
  192. opendevin_logger.debug('Logging to %s', self.baseFilename)
  193. self.message_counter += 1
  194. def _get_llm_file_handler(name, debug_level=logging.DEBUG):
  195. # The 'delay' parameter, when set to True, postpones the opening of the log file
  196. # until the first log message is emitted.
  197. llm_file_handler = LlmFileHandler(name, delay=True)
  198. llm_file_handler.setFormatter(llm_formatter)
  199. llm_file_handler.setLevel(debug_level)
  200. return llm_file_handler
  201. def _setup_llm_logger(name, debug_level=logging.DEBUG):
  202. logger = logging.getLogger(name)
  203. logger.propagate = False
  204. logger.setLevel(debug_level)
  205. logger.addHandler(_get_llm_file_handler(name, debug_level))
  206. return logger
  207. llm_prompt_logger = _setup_llm_logger('prompt', logging.DEBUG)
  208. llm_response_logger = _setup_llm_logger('response', logging.DEBUG)