logger.py 6.2 KB

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  1. import logging
  2. import os
  3. import sys
  4. import traceback
  5. from datetime import datetime
  6. from typing import Literal, Mapping
  7. from termcolor import colored
  8. from opendevin.core.config import config
  9. DISABLE_COLOR_PRINTING = config.disable_color
  10. ColorType = Literal[
  11. 'red',
  12. 'green',
  13. 'yellow',
  14. 'blue',
  15. 'magenta',
  16. 'cyan',
  17. 'light_grey',
  18. 'dark_grey',
  19. 'light_red',
  20. 'light_green',
  21. 'light_yellow',
  22. 'light_blue',
  23. 'light_magenta',
  24. 'light_cyan',
  25. 'white',
  26. ]
  27. LOG_COLORS: Mapping[str, ColorType] = {
  28. 'BACKGROUND LOG': 'blue',
  29. 'ACTION': 'green',
  30. 'OBSERVATION': 'yellow',
  31. 'INFO': 'cyan',
  32. 'ERROR': 'red',
  33. 'PLAN': 'light_magenta',
  34. }
  35. class ColoredFormatter(logging.Formatter):
  36. def format(self, record):
  37. msg_type = record.__dict__.get('msg_type', None)
  38. if msg_type in LOG_COLORS and not DISABLE_COLOR_PRINTING:
  39. msg_type_color = colored(msg_type, LOG_COLORS[msg_type])
  40. msg = colored(record.msg, LOG_COLORS[msg_type])
  41. time_str = colored(
  42. self.formatTime(record, self.datefmt), LOG_COLORS[msg_type]
  43. )
  44. name_str = colored(record.name, 'cyan')
  45. level_str = colored(record.levelname, 'yellow')
  46. if msg_type in ['ERROR', 'INFO']:
  47. return f'{time_str} - {name_str}:{level_str}: {record.filename}:{record.lineno}\n{msg_type_color}\n{msg}'
  48. return f'{time_str} - {msg_type_color}\n{msg}'
  49. elif msg_type == 'STEP':
  50. msg = '\n\n==============\n' + record.msg + '\n'
  51. return f'{msg}'
  52. return super().format(record)
  53. console_formatter = ColoredFormatter(
  54. '\033[92m%(asctime)s - %(name)s:%(levelname)s\033[0m: %(filename)s:%(lineno)s - %(message)s',
  55. datefmt='%H:%M:%S',
  56. )
  57. file_formatter = logging.Formatter(
  58. '%(asctime)s - %(name)s:%(levelname)s: %(filename)s:%(lineno)s - %(message)s',
  59. datefmt='%H:%M:%S',
  60. )
  61. llm_formatter = logging.Formatter('%(message)s')
  62. def get_console_handler():
  63. """
  64. Returns a console handler for logging.
  65. """
  66. console_handler = logging.StreamHandler()
  67. console_handler.setLevel(logging.INFO)
  68. console_handler.setFormatter(console_formatter)
  69. return console_handler
  70. def get_file_handler():
  71. """
  72. Returns a file handler for logging.
  73. """
  74. log_dir = os.path.join(os.getcwd(), 'logs')
  75. os.makedirs(log_dir, exist_ok=True)
  76. timestamp = datetime.now().strftime('%Y-%m-%d')
  77. file_name = f'opendevin_{timestamp}.log'
  78. file_handler = logging.FileHandler(os.path.join(log_dir, file_name))
  79. if config.debug:
  80. file_handler.setLevel(logging.DEBUG)
  81. file_handler.setFormatter(file_formatter)
  82. return file_handler
  83. # Set up logging
  84. logging.basicConfig(level=logging.ERROR)
  85. def log_uncaught_exceptions(ex_cls, ex, tb):
  86. """
  87. Logs uncaught exceptions along with the traceback.
  88. Args:
  89. ex_cls (type): The type of the exception.
  90. ex (Exception): The exception instance.
  91. tb (traceback): The traceback object.
  92. Returns:
  93. None
  94. """
  95. logging.error(''.join(traceback.format_tb(tb)))
  96. logging.error('{0}: {1}'.format(ex_cls, ex))
  97. sys.excepthook = log_uncaught_exceptions
  98. opendevin_logger = logging.getLogger('opendevin')
  99. opendevin_logger.setLevel(logging.INFO)
  100. opendevin_logger.addHandler(get_file_handler())
  101. opendevin_logger.addHandler(get_console_handler())
  102. opendevin_logger.propagate = False
  103. opendevin_logger.debug('Logging initialized')
  104. opendevin_logger.debug(
  105. 'Logging to %s', os.path.join(os.getcwd(), 'logs', 'opendevin.log')
  106. )
  107. # Exclude LiteLLM from logging output
  108. logging.getLogger('LiteLLM').disabled = True
  109. logging.getLogger('LiteLLM Router').disabled = True
  110. logging.getLogger('LiteLLM Proxy').disabled = True
  111. class LlmFileHandler(logging.FileHandler):
  112. """
  113. # LLM prompt and response logging
  114. """
  115. def __init__(self, filename, mode='a', encoding='utf-8', delay=False):
  116. """
  117. Initializes an instance of LlmFileHandler.
  118. Args:
  119. filename (str): The name of the log file.
  120. mode (str, optional): The file mode. Defaults to 'a'.
  121. encoding (str, optional): The file encoding. Defaults to None.
  122. delay (bool, optional): Whether to delay file opening. Defaults to False.
  123. """
  124. self.filename = filename
  125. self.message_counter = 1
  126. self.session = datetime.now().strftime('%y-%m-%d_%H-%M')
  127. self.log_directory = os.path.join(os.getcwd(), 'logs', 'llm', self.session)
  128. os.makedirs(self.log_directory, exist_ok=True)
  129. filename = f'{self.filename}_{self.message_counter:03}.log'
  130. self.baseFilename = os.path.join(self.log_directory, filename)
  131. super().__init__(self.baseFilename, mode, encoding, delay)
  132. def emit(self, record):
  133. """
  134. Emits a log record.
  135. Args:
  136. record (logging.LogRecord): The log record to emit.
  137. """
  138. filename = f'{self.filename}_{self.message_counter:03}.log'
  139. self.baseFilename = os.path.join(self.log_directory, filename)
  140. self.stream = self._open()
  141. super().emit(record)
  142. self.stream.close
  143. opendevin_logger.debug('Logging to %s', self.baseFilename)
  144. self.message_counter += 1
  145. def get_llm_prompt_file_handler():
  146. """
  147. Returns a file handler for LLM prompt logging.
  148. """
  149. llm_prompt_file_handler = LlmFileHandler('prompt', delay=True)
  150. llm_prompt_file_handler.setFormatter(llm_formatter)
  151. llm_prompt_file_handler.setLevel(logging.DEBUG)
  152. return llm_prompt_file_handler
  153. def get_llm_response_file_handler():
  154. """
  155. Returns a file handler for LLM response logging.
  156. """
  157. llm_response_file_handler = LlmFileHandler('response', delay=True)
  158. llm_response_file_handler.setFormatter(llm_formatter)
  159. llm_response_file_handler.setLevel(logging.DEBUG)
  160. return llm_response_file_handler
  161. llm_prompt_logger = logging.getLogger('prompt')
  162. llm_prompt_logger.propagate = False
  163. if config.debug:
  164. llm_prompt_logger.setLevel(logging.DEBUG)
  165. llm_prompt_logger.addHandler(get_llm_prompt_file_handler())
  166. llm_response_logger = logging.getLogger('response')
  167. llm_response_logger.propagate = False
  168. if config.debug:
  169. llm_response_logger.setLevel(logging.DEBUG)
  170. llm_response_logger.addHandler(get_llm_response_file_handler())