# In src/EmotionRecognition/components/data_validation.py import os from EmotionRecognition import logger from EmotionRecognition.entity.config_entity import DataValidationConfig class DataValidation: def __init__(self, config: DataValidationConfig): self.config = config def validate_all_files_exist(self) -> bool: try: validation_status = True # Check for all required files for required_file in self.config.required_files: if not os.path.exists(required_file): validation_status = False logger.error(f"Missing required file: {required_file}") with open(self.config.status_file, 'w') as f: f.write(f"Validation status: {validation_status}") if validation_status: logger.info("Data validation successful. All required files exist.") else: logger.error("Data validation failed. Please check the logs for missing files.") return validation_status except Exception as e: logger.exception(e) raise e