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chore: optimize SQL for duplicate nodes
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tests/unit/core/compile/sqlglot/test_compile_concat.py

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def test_compile_concat(
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scalars_types_pandas_df: pd.DataFrame, compiler_session: bigframes.Session, snapshot
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):
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# TODO: concat two same dataframes, which SQL does not get reused.
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# TODO: concat dataframes from a gbq table but trigger a windows compiler.
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df1 = bpd.DataFrame(scalars_types_pandas_df, session=compiler_session)
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df1 = df1[["rowindex", "int64_col", "string_col"]]

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