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Comprehensive logging configuration for the chat agent.
This module provides structured logging setup with different handlers,
formatters, and configuration for debugging, monitoring, and analytics.
"""
import os
import logging
import logging.handlers
import json
from datetime import datetime
from typing import Dict, Any, Optional
from pathlib import Path
class StructuredFormatter(logging.Formatter):
"""Custom formatter for structured JSON logging."""
def format(self, record: logging.LogRecord) -> str:
"""Format log record as structured JSON."""
# Base log data
log_data = {
'timestamp': datetime.utcnow().isoformat(),
'level': record.levelname,
'logger': record.name,
'message': record.getMessage(),
'module': record.module,
'function': record.funcName,
'line': record.lineno
}
# Add extra fields if present
if hasattr(record, 'error_code'):
log_data['error_code'] = record.error_code
if hasattr(record, 'category'):
log_data['category'] = record.category
if hasattr(record, 'severity'):
log_data['severity'] = record.severity
if hasattr(record, 'context'):
log_data['context'] = record.context
if hasattr(record, 'session_id'):
log_data['session_id'] = record.session_id
if hasattr(record, 'user_id'):
log_data['user_id'] = record.user_id
if hasattr(record, 'processing_time'):
log_data['processing_time'] = record.processing_time
if hasattr(record, 'traceback'):
log_data['traceback'] = record.traceback
# Add exception info if present
if record.exc_info:
log_data['exception'] = self.formatException(record.exc_info)
return json.dumps(log_data, default=str)
class ChatAgentFilter(logging.Filter):
"""Custom filter for chat agent specific logging."""
def filter(self, record: logging.LogRecord) -> bool:
"""Filter log records based on chat agent criteria."""
# Add request ID if available (from Flask context)
try:
from flask import g
if hasattr(g, 'request_id'):
record.request_id = g.request_id
except (ImportError, RuntimeError):
pass
# Add performance metrics
if hasattr(record, 'processing_time'):
if record.processing_time > 5.0: # Log slow operations
record.performance_alert = True
return True
class LoggingConfig:
"""Centralized logging configuration for the chat agent."""
def __init__(self, app_name: str = "chat_agent", log_level: str = "INFO"):
"""
Initialize logging configuration.
Args:
app_name: Application name for log identification
log_level: Default logging level
"""
self.app_name = app_name
self.log_level = getattr(logging, log_level.upper(), logging.INFO)
self.log_dir = Path("logs")
self.log_dir.mkdir(exist_ok=True)
# Create formatters
self.structured_formatter = StructuredFormatter()
self.console_formatter = logging.Formatter(
'%(asctime)s - %(name)s - %(levelname)s - %(message)s'
)
self.detailed_formatter = logging.Formatter(
'%(asctime)s - %(name)s - %(levelname)s - %(module)s:%(funcName)s:%(lineno)d - %(message)s'
)
# Create filter
self.chat_filter = ChatAgentFilter()
def setup_logging(self) -> Dict[str, logging.Logger]:
"""
Set up comprehensive logging configuration.
Returns:
Dict[str, logging.Logger]: Dictionary of configured loggers
"""
# Configure root logger
root_logger = logging.getLogger()
root_logger.setLevel(self.log_level)
# Clear existing handlers
root_logger.handlers.clear()
# Create loggers for different components
loggers = {
'main': self._setup_main_logger(),
'error': self._setup_error_logger(),
'performance': self._setup_performance_logger(),
'security': self._setup_security_logger(),
'api': self._setup_api_logger(),
'websocket': self._setup_websocket_logger(),
'database': self._setup_database_logger()
}
# Setup console logging for development
if os.getenv('FLASK_ENV') == 'development':
self._setup_console_logging()
return loggers
def _setup_main_logger(self) -> logging.Logger:
"""Setup main application logger."""
logger = logging.getLogger(f'{self.app_name}.main')
logger.setLevel(self.log_level)
# File handler for general application logs
file_handler = logging.handlers.RotatingFileHandler(
self.log_dir / 'chat_agent.log',
maxBytes=10*1024*1024, # 10MB
backupCount=5
)
file_handler.setFormatter(self.detailed_formatter)
file_handler.addFilter(self.chat_filter)
logger.addHandler(file_handler)
return logger
def _setup_error_logger(self) -> logging.Logger:
"""Setup error-specific logger."""
logger = logging.getLogger(f'{self.app_name}.error')
logger.setLevel(logging.WARNING)
# File handler for errors with structured format
error_handler = logging.handlers.RotatingFileHandler(
self.log_dir / 'errors.log',
maxBytes=50*1024*1024, # 50MB
backupCount=10
)
error_handler.setFormatter(self.structured_formatter)
error_handler.addFilter(self.chat_filter)
logger.addHandler(error_handler)
# Critical errors to separate file
critical_handler = logging.FileHandler(self.log_dir / 'critical.log')
critical_handler.setLevel(logging.CRITICAL)
critical_handler.setFormatter(self.structured_formatter)
logger.addHandler(critical_handler)
return logger
def _setup_performance_logger(self) -> logging.Logger:
"""Setup performance monitoring logger."""
logger = logging.getLogger(f'{self.app_name}.performance')
logger.setLevel(logging.INFO)
# File handler for performance metrics
perf_handler = logging.handlers.RotatingFileHandler(
self.log_dir / 'performance.log',
maxBytes=20*1024*1024, # 20MB
backupCount=5
)
perf_handler.setFormatter(self.structured_formatter)
logger.addHandler(perf_handler)
return logger
def _setup_security_logger(self) -> logging.Logger:
"""Setup security-related logger."""
logger = logging.getLogger(f'{self.app_name}.security')
logger.setLevel(logging.WARNING)
# File handler for security events
security_handler = logging.handlers.RotatingFileHandler(
self.log_dir / 'security.log',
maxBytes=20*1024*1024, # 20MB
backupCount=10
)
security_handler.setFormatter(self.structured_formatter)
logger.addHandler(security_handler)
return logger
def _setup_api_logger(self) -> logging.Logger:
"""Setup API request/response logger."""
logger = logging.getLogger(f'{self.app_name}.api')
logger.setLevel(logging.INFO)
# File handler for API logs
api_handler = logging.handlers.RotatingFileHandler(
self.log_dir / 'api.log',
maxBytes=30*1024*1024, # 30MB
backupCount=7
)
api_handler.setFormatter(self.structured_formatter)
logger.addHandler(api_handler)
return logger
def _setup_websocket_logger(self) -> logging.Logger:
"""Setup WebSocket communication logger."""
logger = logging.getLogger(f'{self.app_name}.websocket')
logger.setLevel(logging.INFO)
# File handler for WebSocket logs
ws_handler = logging.handlers.RotatingFileHandler(
self.log_dir / 'websocket.log',
maxBytes=20*1024*1024, # 20MB
backupCount=5
)
ws_handler.setFormatter(self.structured_formatter)
logger.addHandler(ws_handler)
return logger
def _setup_database_logger(self) -> logging.Logger:
"""Setup database operation logger."""
logger = logging.getLogger(f'{self.app_name}.database')
logger.setLevel(logging.INFO)
# File handler for database logs
db_handler = logging.handlers.RotatingFileHandler(
self.log_dir / 'database.log',
maxBytes=20*1024*1024, # 20MB
backupCount=5
)
db_handler.setFormatter(self.structured_formatter)
logger.addHandler(db_handler)
return logger
def _setup_console_logging(self):
"""Setup console logging for development."""
console_handler = logging.StreamHandler()
console_handler.setLevel(logging.INFO)
console_handler.setFormatter(self.console_formatter)
# Add to root logger
root_logger = logging.getLogger()
root_logger.addHandler(console_handler)
def get_logger(self, name: str) -> logging.Logger:
"""
Get a logger with the specified name.
Args:
name: Logger name
Returns:
logging.Logger: Configured logger instance
"""
return logging.getLogger(f'{self.app_name}.{name}')
class PerformanceLogger:
"""Utility class for performance logging."""
def __init__(self, logger: logging.Logger):
"""
Initialize performance logger.
Args:
logger: Logger instance to use
"""
self.logger = logger
def log_operation(self, operation: str, duration: float,
context: Optional[Dict[str, Any]] = None):
"""
Log operation performance.
Args:
operation: Operation name
duration: Operation duration in seconds
context: Additional context information
"""
log_data = {
'operation': operation,
'duration': duration,
'context': context or {}
}
if duration > 5.0:
self.logger.warning(f"Slow operation: {operation}", extra={
'processing_time': duration,
'context': context,
'performance_alert': True
})
else:
self.logger.info(f"Operation completed: {operation}", extra={
'processing_time': duration,
'context': context
})
def log_api_call(self, endpoint: str, method: str, status_code: int,
duration: float, context: Optional[Dict[str, Any]] = None):
"""
Log API call performance.
Args:
endpoint: API endpoint
method: HTTP method
status_code: Response status code
duration: Request duration in seconds
context: Additional context information
"""
log_data = {
'endpoint': endpoint,
'method': method,
'status_code': status_code,
'duration': duration,
'context': context or {}
}
level = logging.INFO
if status_code >= 400:
level = logging.WARNING
if duration > 2.0:
level = logging.WARNING
self.logger.log(level, f"API call: {method} {endpoint}", extra={
'processing_time': duration,
'status_code': status_code,
'context': context
})
# Global logging configuration
_logging_config = None
def setup_logging(app_name: str = "chat_agent", log_level: str = None) -> Dict[str, logging.Logger]:
"""
Setup global logging configuration.
Args:
app_name: Application name
log_level: Logging level (defaults to LOG_LEVEL env var or INFO)
Returns:
Dict[str, logging.Logger]: Dictionary of configured loggers
"""
global _logging_config
if log_level is None:
log_level = os.getenv('LOG_LEVEL', 'INFO')
_logging_config = LoggingConfig(app_name, log_level)
return _logging_config.setup_logging()
def get_logger(name: str) -> logging.Logger:
"""
Get a logger with the specified name.
Args:
name: Logger name
Returns:
logging.Logger: Configured logger instance
"""
global _logging_config
if _logging_config is None:
setup_logging()
return _logging_config.get_logger(name)
def get_performance_logger(name: str) -> PerformanceLogger:
"""
Get a performance logger with the specified name.
Args:
name: Logger name
Returns:
PerformanceLogger: Performance logger instance
"""
logger = get_logger(f'performance.{name}')
return PerformanceLogger(logger) |