Install Snowpark Checkpoints¶

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

• Using conda:

  conda install snowpark-checkpoints
  

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• Using pip:

  pip install snowpark-checkpoints
  

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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
    

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  • Using pip:

    pip install snowpark-checkpoints-collectors
    

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• 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
    

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  • Using pip:

    pip install snowpark-checkpoints-hypothesis
    

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• 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
    

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  • Using pip:

    pip install snowpark-checkpoints-validators
    

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• 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
    

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  • Using pip:

    pip install snowpark-checkpoints-configuration
    

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