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Comments (4)

ritchie46 avatar ritchie46 commented on July 23, 2024

I believe we fixed this recently. @coastalwhite can confirm.

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coastalwhite avatar coastalwhite commented on July 23, 2024

No, this is not yet resolved. It requires filtering the item name when we convert to a Parquet schema. Since just mapping all items named item to element seems quite naive, I did not immediately solve this.

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whichwit avatar whichwit commented on July 23, 2024

Following. Experiencing the same issue where list type columns in Polars cannot be used by PyIceberg (via PyArrow).

Will this be resolved soon (with the solution potentially naive) or is there a workaround?

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ohines avatar ohines commented on July 23, 2024

I am running into a possibly related issue.
I am trying to replace some pandas code with a polars implementation, but am seeing downstream issues because polars uses arrow large_list, but pandas uses just list. Is is possible to cast to list during parquet writing with polars (with or without pyarrow)?

Extending the example in the issue description:

import polars as pl
import pyarrow.parquet as pq

df = pl.DataFrame(
    {
        "a": [[1, 2], [1, 1, 1]],
    }
)

df.write_parquet("example.parquet", use_pyarrow=False)
print("with polars")
print(pq.read_schema("example.parquet"))
print()
df.write_parquet("example.parquet", use_pyarrow=True)
print("with pyarrow")
print(pq.read_schema("example.parquet"))
df.to_pandas().to_parquet("example.parquet")
print()
print("with pandas")
print(pq.read_schema("example.parquet"))
with polars
a: large_list<item: int64>
  child 0, item: int64

with pyarrow
a: large_list<element: int64>
  child 0, element: int64

with pandas
a: list<element: int64>
  child 0, element: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 365

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