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template.py
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import os
from pathlib import Path
import logging
logging.basicConfig(
level=logging.INFO,
format='[%(asctime)s]: %(message)s:'
)
project_name = 'mlProject'
list_of_files = [
".github/workflows/.gitkeep",
f"src/{project_name}/__init__.py",
f"src/{project_name}/components/__init__.py",
f"src/{project_name}/utils/__init__.py",
f"src/{project_name}/config/__init__.py",
f"src/{project_name}/pipeline/__init__.py",
f"src/{project_name}/entity/__init__.py",
f"src/{project_name}/constants/__init__.py",
f"src/{project_name}/utils/common.py",
f"src/{project_name}/config/configuration.py",
f"src/{project_name}/entity/config_entity.py",
"config/config.yaml",
"params.yaml",
"schema.yaml",
"main.py",
"app.py",
"DockerFile",
"requirements.txt",
"setup.py",
"research/trials.py",
"templates/index.html"
]
for filepath in list_of_files:
filepath = Path(filepath)
filedir, filename = os.path.split(filepath)
if filedir !="":
os.makedirs(filedir, exist_ok=True)
logging.info(f"Creating Directory: {filedir} for the file: {filename}")
if (not os.path.exists(filepath)) or (os.path.getsize(filepath) == 0):
with open(filepath, 'w') as f:
pass
logging.info(f"creating empty file: {filepath}")
else:
logging.info(f"{filename} is already exists")