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| import os | |
| from pathlib import Path | |
| import logging | |
| # Configure logging to provide feedback during script execution | |
| logging.basicConfig(level=logging.INFO, format='[%(asctime)s]: %(message)s:') | |
| # Define the project name | |
| project_name = "EmotionRecognition" | |
| # List of files and directories to be created | |
| list_of_files = [ | |
| ".github/workflows/.gitkeep", | |
| f"src/{project_name}/__init__.py", | |
| f"src/{project_name}/components/__init__.py", | |
| f"src/{project_name}/components/data_ingestion.py", | |
| f"src/{project_name}/components/data_validation.py", | |
| f"src/{project_name}/components/data_preprocessing.py", | |
| f"src/{project_name}/components/model_trainer.py", | |
| f"src/{project_name}/components/model_evaluation.py", | |
| f"src/{project_name}/utils/__init__.py", | |
| f"src/{project_name}/utils/common.py", | |
| f"src/{project_name}/config/__init__.py", | |
| f"src/{project_name}/config/configuration.py", | |
| f"src/{project_name}/pipeline/__init__.py", | |
| f"src/{project_name}/pipeline/stage_01_data_ingestion.py", | |
| f"src/{project_name}/pipeline/stage_02_data_validation.py", | |
| f"src/{project_name}/pipeline/stage_03_data_preprocessing.py", | |
| f"src/{project_name}/pipeline/stage_04_model_training.py", | |
| f"src/{project_name}/pipeline/stage_05_model_evaluation.py", | |
| f"src/{project_name}/pipeline/prediction.py", | |
| f"src/{project_name}/entity/__init__.py", | |
| f"src/{project_name}/entity/config_entity.py", | |
| "config/config.yaml", | |
| "params.yaml", | |
| "app.py", | |
| "main.py", | |
| "Dockerfile", | |
| "requirements.txt", | |
| "setup.py", | |
| "research/01_data_exploration.ipynb", | |
| "templates/index.html", # For a simple web UI if needed | |
| ".dvcignore", | |
| ".gitignore" | |
| ] | |
| # Loop through the list to create the files and directories | |
| for filepath_str in list_of_files: | |
| filepath = Path(filepath_str) | |
| filedir, filename = os.path.split(filepath) | |
| # 1. Create the directory if it doesn't exist | |
| if filedir != "": | |
| os.makedirs(filedir, exist_ok=True) | |
| logging.info(f"Creating directory: {filedir} for the file: {filename}") | |
| # 2. Create the file if it doesn't exist or is empty | |
| if (not os.path.exists(filepath)) or (os.path.getsize(filepath) == 0): | |
| with open(filepath, "w") as f: | |
| pass # Create an empty file | |
| logging.info(f"Creating empty file: {filepath}") | |
| else: | |
| logging.info(f"{filename} already exists") | |
| logging.info("Project structure creation complete!") |