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[Python] Create list column out of column names

Discussão em 'Python' iniciado por Stack, Setembro 12, 2024.

  1. Stack

    Stack Membro Participativo

    I have a simple pl.DataFrame with a number of columns that only contain boolean values.

    import polars as pl

    df = pl.DataFrame(
    {"s1": [True, True, False], "s2": [False, True, True], "s3": [False, False, False]}
    )

    shape: (3, 3)
    ┌───────┬───────┬───────┐
    │ s1 ┆ s2 ┆ s3 │
    │ --- ┆ --- ┆ --- │
    │ bool ┆ bool ┆ bool │
    ╞═══════╪═══════╪═══════╡
    │ true ┆ false ┆ false │
    │ true ┆ true ┆ false │
    │ false ┆ true ┆ false │
    └───────┴───────┴───────┘


    I need to add another column that contains lists of varying length. A list in any individual row should contain the column name where the values of the columns S1, s2, and s3 have a True value.

    Here's what I am actually looking for:

    shape: (3, 4)
    ┌───────┬───────┬───────┬──────────────┐
    │ s1 ┆ s2 ┆ s3 │ list │
    │ --- ┆ --- ┆ --- │ --- │
    │ bool ┆ bool ┆ bool │ list[str] │
    ╞═══════╪═══════╪═══════╡══════════════╡
    │ true ┆ false ┆ false │ ["s1"] │
    │ true ┆ true ┆ false │ ["s1", "s2"] │
    │ false ┆ true ┆ false │ ["s2"] │
    └───────┴───────┴───────┴──────────────┘

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