Install Snowpark Checkpoints¶

To install the Snowpark Checkpoints library into a Python virtual environment, use conda or pip.

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