def METHOD_NAME():
    path = file_relative_path(__file__, "canada.csv")
    col = "ID"
    input_df = dd.read_csv(path)
    assert col in input_df.columns
    # Set index to ID. We expect the column to be dropped by default.
    run_config = generate_config(path, set_index={"other": col})
    result = wrap_op_in_graph_and_execute(
        passthrough, run_config=run_config, do_input_mapping=False
    )
    output_df = result.output_value()
    assert col not in output_df.columns
    # Set index to ID without dropping the column.
    run_config = generate_config(path, set_index={"other": col, "drop": False})
    result = wrap_op_in_graph_and_execute(
        passthrough, run_config=run_config, do_input_mapping=False
    )
    output_df = result.output_value()
    assert col in output_df.columns