Install Snowpark Checkpoints

To install the Snowpark Checkpoints library into a Python virtual environment, use conda (https://anaconda.org/anaconda/conda) or pip (https://pypi.org/project/pip/).

  • Using conda:

    conda install snowpark-checkpoints

  • Using pip:

    pip install snowpark-checkpoints

You can also install the packages individually:

  • snowpark-checkpoints-collectors: Use this package to collect information about PySpark DataFrames.

    • Using conda:

      conda install snowpark-checkpoints-collectors

    • Using pip:

      pip install snowpark-checkpoints-collectors

  • snowpark-checkpoints-hypothesis: Use this package to create unit tests for your Snowpark code based on synthetic data automatically generated, following the DataFrame schemas collected from the original PySpark code.

    • Using conda:

      conda install snowpark-checkpoints-hypothesis

    • Using pip:

      pip install snowpark-checkpoints-hypothesis

  • snowpark-checkpoints-validators: Use this package to validate your converted Snowpark DataFrames against the collected schemas or exported DataFrames generated by the collector functionality.

    • Using conda:

      conda install snowpark-checkpoints-validators

    • Using pip:

      pip install snowpark-checkpoints-validators

  • snowpark-checkpoints-configuration: Use this package to allow snowpark-checkpoints-collectors and snowpark-checkpoints-validators to automatically load the configuration of the checkpoints.

    • Using conda:

      conda install snowpark-checkpoints-configuration

    • Using pip:

      pip install snowpark-checkpoints-configuration