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- import logging
- from pathlib import Path
- logging.basicConfig(
- level=logging.INFO,
- format='[%(levelname)s %(asctime)s %(filename)s]: %(message)s:')
- project_name = "potholeClassifier"
- def create_directories(filepath: Path) -> None:
- """
- Create directories if they don't exist.
- Args:
- filepath (Path): Path to the file or directory.
- """
- filedir = filepath.parent
- if filedir != Path(""):
- filedir.mkdir(parents=True, exist_ok=True)
- logging.info(f"Creating directory: {filedir}")
- def create_empty_file(filepath: Path) -> None:
- """
- Create an empty file if it doesn't exist or has zero size.
- Args:
- filepath (Path): Path to the file.
- """
- if not filepath.exists() or filepath.stat().st_size == 0:
- with open(filepath, 'w') as f:
- pass
- logging.info(f"Creating empty file: {filepath}")
- def process_filepath(filepath: Path) -> None:
- """
- Process a file path by creating directories and empty files.
- Args:
- filepath (Path): Path to the file.
- """
- create_directories(filepath)
- create_empty_file(filepath)
- 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/prepare_base_model.py",
- f"src/{project_name}/components/model_training.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_prepare_base_model.py",
- f"src/{project_name}/pipeline/stage_03_model_training.py",
- f"src/{project_name}/pipeline/stage_04_model_evaluation.py",
- f"src/{project_name}/pipeline/stage_05_prediction.py",
- f"src/{project_name}/entity/__init__.py",
- f"src/{project_name}/entity/config_entity.py",
- f"src/{project_name}/constants/__init__.py",
- "config/config.yaml",
- "params.yaml",
- "requirements.txt",
- "setup.py",
- "main.py",
- "dvc.yaml",
- "Dockerfile",
- "logs/logfile.log",
- "research/01_data_ingestion.ipynb",
- "research/02_prepare_base_model.ipynb",
- "research/03_model_training.ipynb",
- "research/04_model_evaluation.ipynb",
- "templates/index.html",
- 'lint.py',
- '.env'
- ]
- for filepath in list_of_files:
- process_filepath(Path(filepath))
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