salary-prediction

End-to-End Salary Prediction

Project Structure

• src: consists of Python scripts
• config: consists of configuration files
• data: consists of data
• notebook: consists of Jupyter Notebooks
• tests: consists of test files

Set Up the Project

1. Install Poetry
2. Set up the environment:

make setup
make install_all

3. To persist the output of Prefect's flow, run

export PREFECT__FLOWS__CHECKPOINTING=true

Run the Project

To run all flows, type:

python src/main.py

Run the API Endpoint

To run type:

bentoml serve src/bentoml_run.py:service --reload

Run the Streamlit App

streamlit run src/streamlit_app.py