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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!") |