""" Utils Module - Utility functions for the environment. This module provides helper functions: - Timeout handling for action execution - File validation (CSV, JSON, XML, YAML) - Directory management (create, delete) - SHA256 hash calculation for file comparison Reference: https://github.com/yiyihum/da-code/tree/main/da_agent/envs/utils.py """ import signal import os import hashlib import shutil import os import pandas as pd import json import xml.etree.ElementTree as ET import yaml TIMEOUT_DURATION = 25 def is_file_valid(file_path): ext = os.path.splitext(file_path)[1].lower() try: if ext == '.csv': pd.read_csv(file_path) elif ext == '.json': with open(file_path, 'r') as f: json.load(f) elif ext == '.xml': ET.parse(file_path) elif ext == '.yaml' or ext == '.yml': with open(file_path, 'r') as f: yaml.safe_load(f) else: return True, None return True, None except Exception as e: return False, str(e) import sys import threading class timeout: def __init__(self, seconds=TIMEOUT_DURATION, error_message="Timeout"): self.seconds = seconds self.error_message = error_message def handle_timeout(self, signum, frame): raise TimeoutError(self.error_message) def __enter__(self): # signal.signal(signal.SIGALRM, self.handle_timeout) # signal.alarm(self.seconds) if sys.platform != 'win32': signal.signal(signal.SIGALRM, self.handle_timeout) signal.alarm(self.seconds) else: self.timer = threading.Timer(self.seconds, self.handle_timeout) self.timer.start() def __exit__(self, type, value, traceback): # signal.alarm(0) if sys.platform != 'win32': signal.alarm(0) # Cancel the alarm else: self.timer.cancel() # Cancel the timer def delete_files_in_folder(folder_path): if os.path.exists(folder_path): files = os.listdir(folder_path) for file in files: file_path = os.path.join(folder_path, file) if os.path.isfile(file_path): os.remove(file_path) elif os.path.isdir(file_path): shutil.rmtree(file_path) def create_folder_if_not_exists(path): if not os.path.exists(path): os.makedirs(path) def calculate_sha256(file_path): with open(file_path, 'rb') as f: file_data = f.read() return hashlib.sha256(file_data).hexdigest()