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import logging
import os
from datetime import datetime
# Create logs directory if it doesn't exist
logs_dir = os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(__file__))), 'logs')
if not os.path.exists(logs_dir):
os.makedirs(logs_dir)
# Configure the logger
def setup_logger():
"""
Set up and configure the frontend error logger.
"""
# Create a logger instance
logger = logging.getLogger('frontend_logger')
logger.setLevel(logging.DEBUG)
# Create a file handler
log_file = os.path.join(logs_dir, f'frontend_errors_{datetime.now().strftime("%Y%m%d")}.log')
file_handler = logging.FileHandler(log_file)
file_handler.setLevel(logging.DEBUG)
# Create a console handler
console_handler = logging.StreamHandler()
console_handler.setLevel(logging.ERROR)
# Create a formatter
formatter = logging.Formatter('%(asctime)s - %(levelname)s - %(message)s')
file_handler.setFormatter(formatter)
console_handler.setFormatter(formatter)
# Add handlers to logger
logger.addHandler(file_handler)
logger.addHandler(console_handler)
return logger
# Initialize logger
frontend_logger = setup_logger()
def log_frontend_error(error_type: str, error_message: str, additional_info: dict = None):
"""
Log frontend errors with detailed information.
Args:
error_type (str): Type of error (e.g., 'Arrow Conversion', 'Model Training', etc.)
error_message (str): The error message
additional_info (dict, optional): Additional context about the error
"""
error_details = f"Type: {error_type}\nMessage: {error_message}"
if additional_info:
error_details += f"\nAdditional Info: {additional_info}"
frontend_logger.error(error_details)
def log_frontend_warning(warning_type: str, warning_message: str, additional_info: dict = None):
"""
Log frontend warnings with detailed information.
Args:
warning_type (str): Type of warning
warning_message (str): The warning message
additional_info (dict, optional): Additional context about the warning
"""
warning_details = f"Type: {warning_type}\nMessage: {warning_message}"
if additional_info:
warning_details += f"\nAdditional Info: {additional_info}"
frontend_logger.warning(warning_details) |