main.py

import click
import subprocess

@click.command()
@click.option('--action', default=1, required=True, help="Choose which script you want to run. 1) Feature computation, 2) Hyperparameter tuning" + 
                           "3) Model training, 4) Model testing, 5) Valence prediction, 6) Prepare regression data, 7) Regression analysis")
@click.option('--dataset_mode', required=False)
def main(action, dataset_mode='train'):
    click.echo(action)
    if action == 1:
        print("Feature computation")
        subprocess.check_call(["python3.8", "src/features/audio_processing.py", dataset_mode])
    elif action == 2:
        print("Model tuning")
        subprocess.check_call(["python3.8", "src/model/model_tuning.py"])
    elif action == 3:
        print("Start Training")
        subprocess.check_call(["python3.8", "src/model/model_training.py"])
    elif action == 4:
        print("Model testing")
        subprocess.check_call(["python3.8", "src/model/model_benchmark.py"])
    elif action == 5:
        print("Predict valence")
        subprocess.check_call(["python3.8", "src/model/model_predictions.py"])
    elif action == 6:
        print("Prepare regression data")
        subprocess.check_call(["python3.8", "src/regression/form_stata_dta.py"])
        print("Regression analysis")
        subprocess.check_call(["python3.8", "src/model/regression_analysis.py"])
    else:
        click.echo("Action not valid")

if __name__ == '__main__':
    main()