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SNOW-1797580: Integer columns contain Na after filtering when using to pandas in local testing #2598

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frederiksteiner opened this issue Nov 11, 2024 · 2 comments
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bug Something isn't working status-triage_done Initial triage done, will be further handled by the driver team

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@frederiksteiner
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  1. What version of Python are you using?

    Python 3.11.8

  2. What operating system and processor architecture are you using?

    Linux-5.10.102.1-microsoft-standard-WSL2-x86_64-with-glibc2.35

  3. What are the component versions in the environment (pip freeze)?

    snowflake-connector-python==3.12.3
    snowflake-snowpark-python==1.24.0

  4. What did you do?

if __name__ == "__main__":
    from snowflake.snowpark import Session
    import snowflake.snowpark.functions as spf
    conn_params = {
        "schema": "SCHEMA",
        "local_testing": True,
    }

    session = Session.builder.configs(conn_params).create()
    data = [
        [1, False],
        [1, False],
        [1, False],
        [2, True],
    ]
    schema = ["INT_COL", "BOOL_COL"]
    df = session.create_dataframe(data, schema)
    df = df.with_column("INT_COL", spf.cast("INT_COL", "int"))
    filtered = df.filter(
            spf.col("BOOL_COL")
        )
    pd_df = filtered.to_pandas()
    collected = filtered.collect()
  1. What did you expect to see?

    That the pd_df has the same data as collected. But the int column is NaN for the pandas df. I already found the issue and will open a PR asap

@frederiksteiner frederiksteiner added bug Something isn't working needs triage Initial RCA is required labels Nov 11, 2024
@github-actions github-actions bot changed the title Integer columns contain Na after filtering when using to pandas in local testing SNOW-1797580: Integer columns contain Na after filtering when using to pandas in local testing Nov 11, 2024
@sfc-gh-sghosh sfc-gh-sghosh self-assigned this Nov 12, 2024
@sfc-gh-sghosh
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Hello @frederiksteiner ,

Thanks for raising the issue. We are able to reproduce the issue, with local_testing the dataframe has NaN for INT_COL.

BOOL_COL INT_COL
0 True NaN

Where as with regular session its

BOOL_COL INT_COL
0 True 2

Will work on it, if you have the PR already , please let us know, will review and process accordingly.

Regards,
Sujan

@sfc-gh-sghosh sfc-gh-sghosh added status-triage_done Initial triage done, will be further handled by the driver team and removed needs triage Initial RCA is required labels Nov 12, 2024
@frederiksteiner
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Yes, PR is already ready to be reviewed

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