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Use AbstractBatchingProcessor for InferenceProcessor #820
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zhichao-aws
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opensearch-project:main
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chishui:batch-processor-main
Jul 12, 2024
Merged
Use AbstractBatchingProcessor for InferenceProcessor #820
zhichao-aws
merged 2 commits into
opensearch-project:main
from
chishui:batch-processor-main
Jul 12, 2024
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@chishui Please take a look on the conflict. |
Signed-off-by: Liyun Xiu <xiliyun@amazon.com>
Signed-off-by: Liyun Xiu <xiliyun@amazon.com>
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zane-neo
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Jul 10, 2024
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zhichao-aws
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Jul 12, 2024
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* Use AbstractBatchingProcessor for InferenceProcessor Signed-off-by: Liyun Xiu <xiliyun@amazon.com> * Add chagnelog Signed-off-by: Liyun Xiu <xiliyun@amazon.com> --------- Signed-off-by: Liyun Xiu <xiliyun@amazon.com> (cherry picked from commit bf2fd5a)
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* Use AbstractBatchingProcessor for InferenceProcessor Signed-off-by: Liyun Xiu <xiliyun@amazon.com> * Add chagnelog Signed-off-by: Liyun Xiu <xiliyun@amazon.com> --------- Signed-off-by: Liyun Xiu <xiliyun@amazon.com> (cherry picked from commit bf2fd5a) Co-authored-by: Liyun Xiu <xiliyun@amazon.com> Co-authored-by: zhichao-aws <zhichaog@amazon.com>
This was referenced Nov 17, 2024
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Description
Based on discussion, it's strongly recommended to move sub batching logic from
_bulk
API to each processor.So for two batch supporting processors: text_embedding, sparse_encoding, based on discussion, we make them inherit from a newly introduced
AbstractBatchingProcessing
so that these two processors supports a new optional parameterbatch_size
and this parameter can control the cutting sub batches logic. The default of this parameter is 1 to be consistent with existing behavior.Add more integration tests.
Issues Resolved
opensearch-project/OpenSearch#14283
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