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model_structure.py
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model_structure.py
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import os
def write_readme(folder_path, content):
with open(f"{folder_path}/Readme.md", "w") as f:
f.write(content)
def create_project_structure(project_name, product_name=None):
# Create root directory
root_dir = f"{product_name}/{project_name}" if product_name else project_name
# List of folder names to be created under the project
folders = ["src", "tests", "models", "data", "pipeline", "docs"]
# Descriptions for each folder
descriptions = {
"src": "The folder that consists of the source code related to data gathering, data preparation, feature extraction, etc.",
"tests": "The folder that consists of the code representing unit tests for code maintained within the src folder.",
"models": "The folder that consists of files representing trained/retrained models.",
"data": "The folder consists of data used for model training/retraining.",
"pipeline": "The folder consists of code that's used for retraining and testing the model in an automated manner.",
"docs": "The folder that consists of code related to the product requirement specifications (PRS), technical design specifications (TDS), etc."
}
# Create the project root folder
os.makedirs(root_dir, exist_ok=True)
# Create Readme.md inside the project root folder
write_readme(root_dir, "# Project Readme\nThis is the root directory of the project.")
# Create sub-folders inside the project root folder
for folder in folders:
folder_path = f"{root_dir}/{folder}"
os.makedirs(folder_path, exist_ok=True)
# Create Readme.md for each sub-folder
write_readme(folder_path, f"# {folder.capitalize()} Folder\n{descriptions[folder]}")
# Create single project structure
create_project_structure("project_name")
# Create multiple project structures under different product lines
create_project_structure("project_name_1", "product_name_1")
create_project_structure("project_name_2", "product_name_1")
create_project_structure("project_name_1", "product_name_2")