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. ]
  73. # add env var names
  74. env_vars = [attr.upper() for attr in sensitive_patterns]
  75. sensitive_patterns.extend(env_vars)
  76. # and some special cases
  77. sensitive_patterns.append('LLM_API_KEY')
  78. sensitive_patterns.append('SANDBOX_ENV_GITHUB_TOKEN')
  79. # this also formats the message with % args
  80. msg = record.getMessage()
  81. record.args = ()
  82. for attr in sensitive_patterns:
  83. pattern = rf"{attr}='?([\w-]+)'?"
  84. msg = re.sub(pattern, f"{attr}='******'", msg)
  85. # passed with msg
  86. record.msg = msg
  87. return True
  88. def get_console_handler():
  89. """
  90. Returns a console handler for logging.
  91. """
  92. console_handler = logging.StreamHandler()
  93. console_handler.setLevel(logging.INFO)
  94. console_handler.setFormatter(console_formatter)
  95. return console_handler
  96. def get_file_handler(log_dir=os.path.join(os.getcwd(), 'logs')):
  97. """
  98. Returns a file handler for logging.
  99. """
  100. os.makedirs(log_dir, exist_ok=True)
  101. timestamp = datetime.now().strftime('%Y-%m-%d')
  102. file_name = f'opendevin_{timestamp}.log'
  103. file_handler = logging.FileHandler(os.path.join(log_dir, file_name))
  104. if config.debug:
  105. file_handler.setLevel(logging.DEBUG)
  106. file_handler.setFormatter(file_formatter)
  107. return file_handler
  108. # Set up logging
  109. logging.basicConfig(level=logging.ERROR)
  110. def log_uncaught_exceptions(ex_cls, ex, tb):
  111. """
  112. Logs uncaught exceptions along with the traceback.
  113. Args:
  114. ex_cls (type): The type of the exception.
  115. ex (Exception): The exception instance.
  116. tb (traceback): The traceback object.
  117. Returns:
  118. None
  119. """
  120. logging.error(''.join(traceback.format_tb(tb)))
  121. logging.error('{0}: {1}'.format(ex_cls, ex))
  122. sys.excepthook = log_uncaught_exceptions
  123. opendevin_logger = logging.getLogger('opendevin')
  124. opendevin_logger.setLevel(logging.INFO)
  125. opendevin_logger.addHandler(get_file_handler())
  126. opendevin_logger.addHandler(get_console_handler())
  127. opendevin_logger.addFilter(SensitiveDataFilter(opendevin_logger.name))
  128. opendevin_logger.propagate = False
  129. opendevin_logger.debug('Logging initialized')
  130. opendevin_logger.debug(
  131. 'Logging to %s', os.path.join(os.getcwd(), 'logs', 'opendevin.log')
  132. )
  133. # Exclude LiteLLM from logging output
  134. logging.getLogger('LiteLLM').disabled = True
  135. logging.getLogger('LiteLLM Router').disabled = True
  136. logging.getLogger('LiteLLM Proxy').disabled = True
  137. class LlmFileHandler(logging.FileHandler):
  138. """
  139. # LLM prompt and response logging
  140. """
  141. def __init__(self, filename, mode='a', encoding='utf-8', delay=False):
  142. """
  143. Initializes an instance of LlmFileHandler.
  144. Args:
  145. filename (str): The name of the log file.
  146. mode (str, optional): The file mode. Defaults to 'a'.
  147. encoding (str, optional): The file encoding. Defaults to None.
  148. delay (bool, optional): Whether to delay file opening. Defaults to False.
  149. """
  150. self.filename = filename
  151. self.message_counter = 1
  152. if config.debug:
  153. self.session = datetime.now().strftime('%y-%m-%d_%H-%M')
  154. else:
  155. self.session = 'default'
  156. self.log_directory = os.path.join(os.getcwd(), 'logs', 'llm', self.session)
  157. os.makedirs(self.log_directory, exist_ok=True)
  158. if not config.debug:
  159. # Clear the log directory if not in debug mode
  160. for file in os.listdir(self.log_directory):
  161. file_path = os.path.join(self.log_directory, file)
  162. try:
  163. os.unlink(file_path)
  164. except Exception as e:
  165. opendevin_logger.error(
  166. 'Failed to delete %s. Reason: %s', file_path, e
  167. )
  168. filename = f'{self.filename}_{self.message_counter:03}.log'
  169. self.baseFilename = os.path.join(self.log_directory, filename)
  170. super().__init__(self.baseFilename, mode, encoding, delay)
  171. def emit(self, record):
  172. """
  173. Emits a log record.
  174. Args:
  175. record (logging.LogRecord): The log record to emit.
  176. """
  177. filename = f'{self.filename}_{self.message_counter:03}.log'
  178. self.baseFilename = os.path.join(self.log_directory, filename)
  179. self.stream = self._open()
  180. super().emit(record)
  181. self.stream.close
  182. opendevin_logger.debug('Logging to %s', self.baseFilename)
  183. self.message_counter += 1
  184. def get_llm_prompt_file_handler():
  185. """
  186. Returns a file handler for LLM prompt logging.
  187. """
  188. llm_prompt_file_handler = LlmFileHandler('prompt', delay=True)
  189. llm_prompt_file_handler.setFormatter(llm_formatter)
  190. llm_prompt_file_handler.setLevel(logging.DEBUG)
  191. return llm_prompt_file_handler
  192. def get_llm_response_file_handler():
  193. """
  194. Returns a file handler for LLM response logging.
  195. """
  196. llm_response_file_handler = LlmFileHandler('response', delay=True)
  197. llm_response_file_handler.setFormatter(llm_formatter)
  198. llm_response_file_handler.setLevel(logging.DEBUG)
  199. return llm_response_file_handler
  200. llm_prompt_logger = logging.getLogger('prompt')
  201. llm_prompt_logger.propagate = False
  202. llm_prompt_logger.setLevel(logging.DEBUG)
  203. llm_prompt_logger.addHandler(get_llm_prompt_file_handler())
  204. llm_response_logger = logging.getLogger('response')
  205. llm_response_logger.propagate = False
  206. llm_response_logger.setLevel(logging.DEBUG)
  207. llm_response_logger.addHandler(get_llm_response_file_handler())