create_subdirs.py

import os

# Define the subdirectory structure and respective files within ai_model_integration
subdirectory_structure = {
    "notebooks": [
        "data_analysis.ipynb",
        "model_training.ipynb",
        "model_evaluation.ipynb"
    ],
    "models": [
        "trained_model.pkl"
    ],
    "data": [
        "sample_dataset.csv",
        "processed_data.csv"
    ],
    "scripts": [
        "preprocess_data.py",
        "train_model.py",
        "evaluate_model.py"
    ],
    "README.md": None,  # Single file at the root
}

# Base directory (assumed to already exist)
base_dir = "ai_model_integration"

# Function to create subdirectories and files
def create_project_structure(base_dir, structure):
    for key, value in structure.items():
        if isinstance(value, list):  # Subdirectory with files
            dir_path = os.path.join(base_dir, key)
            os.makedirs(dir_path, exist_ok=True)
            for file in value:
                file_path = os.path.join(dir_path, file)
                if not os.path.exists(file_path):
                    with open(file_path, "w") as f:
                        # Placeholder content for various file types
                        if file.endswith(".ipynb"):
                            f.write('{\n "cells": [],\n "metadata": {},\n "nbformat": 4,\n "nbformat_minor": 5\n}')
                        elif file.endswith(".py"):
                            f.write("# Placeholder for script: " + file)
                        elif file.endswith(".csv"):
                            f.write("column1,column2,column3\nvalue1,value2,value3\n")
                        elif file.endswith(".pkl"):
                            pass  # Leave .pkl empty
        elif value is None:  # Single file at the root
            file_path = os.path.join(base_dir, key)
            if not os.path.exists(file_path):
                with open(file_path, "w") as f:
                    f.write("# AI Model Integration Project\n\nThis project contains the necessary files and structure for AI model integration.")

# Run the function to create the subdirectories and files within the existing base directory
create_project_structure(base_dir, subdirectory_structure)

print(f"Subdirectories and files created within '{base_dir}' successfully.")