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cmdlineluser avatar cmdlineluser commented on July 21, 2024

Just to expand a bit, this is specific to group_by_dynamic and the problem is index_column being duplicated.

(lf.group_by_dynamic("time", every="1h", closed="right")
   .last()
   .collect()
)
# DuplicateError: column with name 'time' has more than one occurrences

pl.all() in this case includes the index_column (which differs to how .group_by() and by= behaves)

(lf.group_by_dynamic("time", every="1h", closed="right")
   .agg(pl.all().last())
   .collect()
)
# DuplicateError: column with name 'time' has more than one occurrences

In this case index_column needs to be excluded.

(lf.group_by_dynamic("time", every="1h", closed="right")
   .agg(pl.exclude("time").last())
   .collect()
)

# shape: (4, 3)
# ┌─────────────────────┬─────┬─────┐
# │ time                ┆ n   ┆ m   │
# │ ---                 ┆ --- ┆ --- │
# │ datetime[μs]        ┆ i64 ┆ i64 │
# ╞═════════════════════╪═════╪═════╡
# │ 2021-12-15 23:00:00 ┆ 0   ┆ 0   │
# │ 2021-12-16 00:00:00 ┆ 2   ┆ 2   │
# │ 2021-12-16 01:00:00 ┆ 4   ┆ 4   │
# │ 2021-12-16 02:00:00 ┆ 6   ┆ 6   │
# └─────────────────────┴─────┴─────┘

(I'm not entirely sure if these GroupBy.foo() shorthand methods are supposed to be allowed for group_by_dynamic)

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jmakov avatar jmakov commented on July 21, 2024

Thanks for that. The type is polars.lazyframe.group_by.LazyGroupBy so I assumed it should work (according to the docs). It would help if e.g. your example would be part of the docs to help understand where the DuplicateError comes from.

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