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ENH: Support pyarrow timestamps in merge_asof #52904

Closed
1 of 3 tasks
ghost opened this issue Apr 24, 2023 · 0 comments · Fixed by #53458
Closed
1 of 3 tasks

ENH: Support pyarrow timestamps in merge_asof #52904

ghost opened this issue Apr 24, 2023 · 0 comments · Fixed by #53458
Labels
Arrow pyarrow functionality Enhancement Reshaping Concat, Merge/Join, Stack/Unstack, Explode

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@ghost
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ghost commented Apr 24, 2023

Feature Type

  • Adding new functionality to pandas

  • Changing existing functionality in pandas

  • Removing existing functionality in pandas

Problem Description

I would like to be able to use pyarrow timestamp dtypes as the merge column/index in merge_asof operations.

This code currently raises KeyError: 'timestamp[ns][pyarrow]_t|object'

import pandas as pd
import pyarrow as pa

df = pd.DataFrame(
    index=pd.Series([0, 1], dtype=pd.ArrowDtype(pa.timestamp('ns'))),
    data={'value': pd.Series(['a', 'b'], dtype=pd.ArrowDtype(pa.string()))},
)

pd.merge_asof(df, df, left_index=True, right_index=True)

Feature Description

There would be no changes to user facing behavior, I'm not sure about the internal complexity involved in implementation.

Alternative Solutions

The current numpy datetime dtype can be used in merge_asof operations, but when your dataframe is read from parquet files this can be an expensive translation step.

Additional Context

No response

@ghost ghost added Enhancement Needs Triage Issue that has not been reviewed by a pandas team member labels Apr 24, 2023
@rhshadrach rhshadrach added Reshaping Concat, Merge/Join, Stack/Unstack, Explode Arrow pyarrow functionality labels Apr 25, 2023
@MarcoGorelli MarcoGorelli removed the Needs Triage Issue that has not been reviewed by a pandas team member label Apr 25, 2023
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Labels
Arrow pyarrow functionality Enhancement Reshaping Concat, Merge/Join, Stack/Unstack, Explode
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