Basic needed setup

• Python 3.10 (if you have Pyenv installed, this project comes bundled with a .python-version file)
• Poetry (tested with version 1.4.0)
• Conda (tested with version 23.1.0)

To reproduce the blog post workflow

1. Install dependencies:

poetry install

2. Register the model:

poetry run python workflow_examples/register_model.py

3. Test inference with running environment and see the error:

poetry run python blog_post_mlflow_spark_udf/batch_predict.py "local" 

4. Test inference with isolated conda environment and see the result:

poetry run python blog_post_mlflow_spark_udf/batch_predict.py "conda"