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[feat] push down schema casting to the record batch level #1049

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@kevinjqliu

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@kevinjqliu

Feature Request / Improvement

# With PyArrow 16.0.0 there is an issue with casting record-batches:
# https://github.com/apache/arrow/issues/41884
# https://github.com/apache/arrow/issues/43183
# Would be good to remove this later on
schema=_pyarrow_schema_ensure_large_types(physical_schema)
if use_large_types
else (_pyarrow_schema_ensure_small_types(physical_schema)),

Related to #929

Requires Arrow 17 (possibly 18?)

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