create-dependency-files.py

'''
1.gitkeep is for ci and cd, in this configuration will be ther for ci/cd
2.src is source code
3.inside src, we have component, i.e eda, feature engineering, model training each one of it is 
called as a components, all together called as training pipeline
4. exception.py inside this we can write 


'''

import os

# we can create system compatable path, this will take care of slashes while reading files  
from pathlib import Path

list_of_files=[

    '.github/workflows/.gitkeep',
    'src/__init__.py',
    'src/components/__init__.py',
    'src/components/data_ingestion.py',
    'src/components/data_transformation.py',
    'src/components/model_trainer.py',
    'src/components/model_evaluation.py',
    'src/pipeline/__init__.py',
    'src/pipeline/training_pipeline.py',
    'src/pipeline/prediction_pipeline.py',
    'src/utils/__init__.py',
    'src/utils/utils.py',
    'src/logger/logging.py',
    'src/exception/exception.py',
    'tests/unit/__init__.py',
    'tests/integration/__init__.py',
    'init_setup.sh',
    'requirements.txt',
    'requirements_dev.txt',
    'setup.py',
    'setup.cfg',
    'pyproject.toml',
    'tox.ini',
    'experiment/experiments.ipynb'
]

for filepath in list_of_files:
    filepath = Path(filepath)
    filedir, filename = os.path.split(filepath)
    if filedir != "":
        os.makedirs(filedir, exist_ok=True)

    if (not os.path.exists(filepath)) or (os.path.getsize(filepath) == 0):
        with open(filepath, "w") as f:
            pass # create an empty file