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Posted to github@arrow.apache.org by "kolfild26 (via GitHub)" <gi...@apache.org> on 2024/12/12 14:42:59 UTC
Re: [I] Pyarrow.Table.join() breaks on large tables v.18.0.0.dev486 [arrow]
kolfild26 commented on issue #44513:
URL: https://github.com/apache/arrow/issues/44513#issuecomment-2539147888
@zanmato1984
Sorry for such delay
Yeah, switch to `RIGHT JOIN` fixes the issue. I wish I'd done it from the very beginning.
So, a working case here is like:
`large_table.join(small_table, join_type='right outer')`. No segfault and the result is correct.
But `small_table.join(large_table, join_type='left outer')` still leads to segfault on v.18.1.0
```
small.shape
(18201475, 9)
large.shape
(360449051, 4)
small.schema
ID_DEV_STYLECOLOR: int64
ID_DEV_STYLECOLOR_SIZE: int64
ID_COLLECTION: int64
ID_PARTITION_DIV_TMA: int64
ID_END_QUOTING_DAY: int64
ID_DEPARTMENT: int64
ID_BEGIN_QUOTING_DAY: int64
INTAKE_DATE: timestamp[us]
UPA_MIN: int64
large.schema
ID_DEV_STYLECOLOR_SIZE: int64
ID_DEPARTMENT: int64
ID_COLLECTION: int64
PL_VALUE: int64
```
`large.join(small, keys=['ID_DEV_STYLECOLOR_SIZE', 'ID_DEPARTMENT', 'ID_COLLECTION'], join_type='right outer')` ✅
`small.join(large[0:200000000], keys=['ID_DEV_STYLECOLOR_SIZE', 'ID_DEPARTMENT', 'ID_COLLECTION'], join_type='left outer')` ✅ (no segfault at least)
`small.join(large, keys=['ID_DEV_STYLECOLOR_SIZE', 'ID_DEPARTMENT', 'ID_COLLECTION'], join_type='left outer')` ❌
Segfault appears once the large table size reaches ~250m in the left join case
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