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Posted to jira@arrow.apache.org by "ARF (Jira)" <ji...@apache.org> on 2021/02/24 16:46:00 UTC
[jira] [Created] (ARROW-11763) Dict index type ALWAYS gets coerced
to int32 when saving to parquet
ARF created ARROW-11763:
---------------------------
Summary: Dict index type ALWAYS gets coerced to int32 when saving to parquet
Key: ARROW-11763
URL: https://issues.apache.org/jira/browse/ARROW-11763
Project: Apache Arrow
Issue Type: Bug
Components: Python
Affects Versions: 3.0.0
Reporter: ARF
On saving a pyarrow Dictionary-type column to parquet, any non-int32 index gets coerced to an int32 index without warning:
{code:python}
import pyarrow as pa
from pyarrow import parquet as pq
schema = pa.schema({
'foo': pa.dictionary(pa.int8(), pa.string(), ordered=False),
})
def make_trivial_dict_array(dict_type, value, size):
return
table = pa.Table.from_pydict({
'foo': pa.DictionaryArray.from_arrays(
pa.nulls(1, schema.field('foo').type.index_type).fill_null(0),
['bar'])
})
pq.write_table(table, 'test_dict_int8.parquet', version='2.0', data_page_version='2.0')
print(f"dict index type before saving to parquet: {table.schema.field('foo').type.index_type}")
del table
table = pq.read_table('test_dict_int8.parquet')
print(f"dict index type after saving to parquet: {table.schema.field('foo').type.index_type}")
{code}
Output:
{code}
dict index type before saving to parquet: int8
dict index type after saving to parquet: int32
{code}
While this is surprising for smaller index types, coercing an in64 index to an int32 index without warning the user seems like asking for trouble.
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