Engel Nyst 446eaec1e6
Refactor config to dataclasses (#1552)
* mypy is invaluable

* fix config, add test

* Add new-style toml support

* add singleton, small doc fixes

* fix some cases of loading toml, clean up, try to make it clearer

* Add defaults_dict for UI

* allow config to be mutable
error handling
fix toml parsing

* remove debug stuff

* Adapt Makefile

* Add defaults for temperature and top_p

* update to CodeActAgent

* comments

* fix unit tests

* implement groups of llm settings (CLI)

* fix merge issue

* small fix sandboxes, small refactoring

* adapt LLM init to accept overrides at runtime

* reading config is enough

* Encapsulate minimally embeddings initialization

* agent bug fix; fix tests

* fix sandboxes tests

* refactor globals in sandboxes to properties
2024-05-09 22:48:29 +02:00

208 lines
6.2 KiB
Python

import logging
import os
import sys
import traceback
from datetime import datetime
from typing import Literal, Mapping
from termcolor import colored
from opendevin.core.config import config
DISABLE_COLOR_PRINTING = config.disable_color
ColorType = Literal[
'red',
'green',
'yellow',
'blue',
'magenta',
'cyan',
'light_grey',
'dark_grey',
'light_red',
'light_green',
'light_yellow',
'light_blue',
'light_magenta',
'light_cyan',
'white',
]
LOG_COLORS: Mapping[str, ColorType] = {
'BACKGROUND LOG': 'blue',
'ACTION': 'green',
'OBSERVATION': 'yellow',
'INFO': 'cyan',
'ERROR': 'red',
'PLAN': 'light_magenta',
}
class ColoredFormatter(logging.Formatter):
def format(self, record):
msg_type = record.__dict__.get('msg_type', None)
if msg_type in LOG_COLORS and not DISABLE_COLOR_PRINTING:
msg_type_color = colored(msg_type, LOG_COLORS[msg_type])
msg = colored(record.msg, LOG_COLORS[msg_type])
time_str = colored(
self.formatTime(record, self.datefmt), LOG_COLORS[msg_type]
)
name_str = colored(record.name, 'cyan')
level_str = colored(record.levelname, 'yellow')
if msg_type in ['ERROR', 'INFO']:
return f'{time_str} - {name_str}:{level_str}: {record.filename}:{record.lineno}\n{msg_type_color}\n{msg}'
return f'{time_str} - {msg_type_color}\n{msg}'
elif msg_type == 'STEP':
msg = '\n\n==============\n' + record.msg + '\n'
return f'{msg}'
return super().format(record)
console_formatter = ColoredFormatter(
'\033[92m%(asctime)s - %(name)s:%(levelname)s\033[0m: %(filename)s:%(lineno)s - %(message)s',
datefmt='%H:%M:%S',
)
file_formatter = logging.Formatter(
'%(asctime)s - %(name)s:%(levelname)s: %(filename)s:%(lineno)s - %(message)s',
datefmt='%H:%M:%S',
)
llm_formatter = logging.Formatter('%(message)s')
def get_console_handler():
"""
Returns a console handler for logging.
"""
console_handler = logging.StreamHandler()
console_handler.setLevel(logging.INFO)
console_handler.setFormatter(console_formatter)
return console_handler
def get_file_handler():
"""
Returns a file handler for logging.
"""
log_dir = os.path.join(os.getcwd(), 'logs')
os.makedirs(log_dir, exist_ok=True)
timestamp = datetime.now().strftime('%Y-%m-%d')
file_name = f'opendevin_{timestamp}.log'
file_handler = logging.FileHandler(os.path.join(log_dir, file_name))
if config.debug:
file_handler.setLevel(logging.DEBUG)
file_handler.setFormatter(file_formatter)
return file_handler
# Set up logging
logging.basicConfig(level=logging.ERROR)
def log_uncaught_exceptions(ex_cls, ex, tb):
"""
Logs uncaught exceptions along with the traceback.
Args:
ex_cls (type): The type of the exception.
ex (Exception): The exception instance.
tb (traceback): The traceback object.
Returns:
None
"""
logging.error(''.join(traceback.format_tb(tb)))
logging.error('{0}: {1}'.format(ex_cls, ex))
sys.excepthook = log_uncaught_exceptions
opendevin_logger = logging.getLogger('opendevin')
opendevin_logger.setLevel(logging.INFO)
opendevin_logger.addHandler(get_file_handler())
opendevin_logger.addHandler(get_console_handler())
opendevin_logger.propagate = False
opendevin_logger.debug('Logging initialized')
opendevin_logger.debug(
'Logging to %s', os.path.join(os.getcwd(), 'logs', 'opendevin.log')
)
# Exclude LiteLLM from logging output
logging.getLogger('LiteLLM').disabled = True
logging.getLogger('LiteLLM Router').disabled = True
logging.getLogger('LiteLLM Proxy').disabled = True
class LlmFileHandler(logging.FileHandler):
"""
# LLM prompt and response logging
"""
def __init__(self, filename, mode='a', encoding='utf-8', delay=False):
"""
Initializes an instance of LlmFileHandler.
Args:
filename (str): The name of the log file.
mode (str, optional): The file mode. Defaults to 'a'.
encoding (str, optional): The file encoding. Defaults to None.
delay (bool, optional): Whether to delay file opening. Defaults to False.
"""
self.filename = filename
self.message_counter = 1
self.session = datetime.now().strftime('%y-%m-%d_%H-%M')
self.log_directory = os.path.join(os.getcwd(), 'logs', 'llm', self.session)
os.makedirs(self.log_directory, exist_ok=True)
filename = f'{self.filename}_{self.message_counter:03}.log'
self.baseFilename = os.path.join(self.log_directory, filename)
super().__init__(self.baseFilename, mode, encoding, delay)
def emit(self, record):
"""
Emits a log record.
Args:
record (logging.LogRecord): The log record to emit.
"""
filename = f'{self.filename}_{self.message_counter:03}.log'
self.baseFilename = os.path.join(self.log_directory, filename)
self.stream = self._open()
super().emit(record)
self.stream.close
opendevin_logger.debug('Logging to %s', self.baseFilename)
self.message_counter += 1
def get_llm_prompt_file_handler():
"""
Returns a file handler for LLM prompt logging.
"""
llm_prompt_file_handler = LlmFileHandler('prompt', delay=True)
llm_prompt_file_handler.setFormatter(llm_formatter)
llm_prompt_file_handler.setLevel(logging.DEBUG)
return llm_prompt_file_handler
def get_llm_response_file_handler():
"""
Returns a file handler for LLM response logging.
"""
llm_response_file_handler = LlmFileHandler('response', delay=True)
llm_response_file_handler.setFormatter(llm_formatter)
llm_response_file_handler.setLevel(logging.DEBUG)
return llm_response_file_handler
llm_prompt_logger = logging.getLogger('prompt')
llm_prompt_logger.propagate = False
if config.debug:
llm_prompt_logger.setLevel(logging.DEBUG)
llm_prompt_logger.addHandler(get_llm_prompt_file_handler())
llm_response_logger = logging.getLogger('response')
llm_response_logger.propagate = False
if config.debug:
llm_response_logger.setLevel(logging.DEBUG)
llm_response_logger.addHandler(get_llm_response_file_handler())