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[Data] Fixing DelegatingBlockBuilder to avoid re-serializing objects multiple times #48509

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Merged
bveeramani merged 2 commits into from
Nov 13, 2024
Merged

[Data] Fixing DelegatingBlockBuilder to avoid re-serializing objects multiple times #48509

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6c05ae0
Make `DelegatingBlockBuilder` use `ArrowBlockBuilder` by default
alexeykudinkin Nov 2, 2024
02f72d5
`lint`
alexeykudinkin Nov 2, 2024
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13 changes: 1 addition & 12 deletions python/ray/data/_internal/delegating_block_builder.py
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Original file line number Diff line number Diff line change
@@ -1,10 +1,8 @@
import collections
from typing import Any, Mapping, Optional

from ray.air.util.tensor_extensions.arrow import ArrowConversionError
from ray.data._internal.arrow_block import ArrowBlockBuilder
from ray.data._internal.block_builder import BlockBuilder
from ray.data._internal.pandas_block import PandasBlockBuilder
from ray.data.block import Block, BlockAccessor, BlockType, DataBatch


Expand All @@ -23,17 +21,8 @@ def _inferred_block_type(self) -> Optional[BlockType]:
def add(self, item: Mapping[str, Any]) -> None:
assert isinstance(item, collections.abc.Mapping), item

import pyarrow

if self._builder is None:
try:
check = ArrowBlockBuilder()
check.add(item)
check.build()
self._builder = ArrowBlockBuilder()
except (TypeError, pyarrow.lib.ArrowInvalid, ArrowConversionError):
# Can also handle nested Python objects, which Arrow cannot.
self._builder = PandasBlockBuilder()
Comment on lines -26 to -36
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@alexeykudinkin alexeykudinkin Nov 12, 2024

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These fallbacks are no longer necessary since Arrow now support ArrowPythonObjectType allowing to fallback to serializing rows as native Python objects (using pickle)

self._builder = ArrowBlockBuilder()

self._builder.add(item)

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