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template.py
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template.py
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import os
from pathlib import Path
package_name = "RestaurantRatingPrediction"
list_of_files = [
".github/workflows/.gitkeep",
".github/workflows/main.yaml",
"Dockerfile",
"artifacts/"
f"src/{package_name}/__init__.py",
f"src/{package_name}/components/__init__.py",
f"src/{package_name}/components/data_ingestion.py",
f"src/{package_name}/components/data_transformation.py",
f"src/{package_name}/components/model_trainer.py",
f"src/{package_name}/components/model_evaluation.py",
f"src/{package_name}/pipelines/__init__.py",
f"src/{package_name}/pipelines/training_pipeline.py",
f"src/{package_name}/pipelines/prediction_pipeline.py",
f"src/{package_name}/logger.py",
f"src/{package_name}/exception.py",
f"src/{package_name}/utils/__init__.py",
f"src/{package_name}/utils/utils.py",
"notebooks/research.ipynb",
"notebooks/data/.gitkeep",
"requirements.txt",
"setup.py",
"init_setup.sh",
"README.md"
]
# here will create a directory
for filepath in list_of_files:
filepath = Path(filepath)
filedir, filename = os.path.split(filepath)
'''
how exist_ok works: if "directory" already exists,
os.makedirs() will not raise an error, and it will do nothing.
If "my_directory" doesn't exist, it will create the directory.
'''
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
else:
print("File {} already exists".format(filename))
# here will use the file handling