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Speed up dense/sparse vector stats #111729
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This change ensures that we don't try to compute stats on mappings that don't have dense or sparse vector fields. We don't need to go through all the fields on every segment, instead we can extract the vector fields upfront and limit the work to only indices that define these types. Closes elastic#111715
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Pinging @elastic/es-search-relevance (Team:Search Relevance) |
Hi @jimczi, I've created a changelog YAML for you. |
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Thanks for making this change so quickly!
💚 Backport successful
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This change ensures that we don't try to compute stats on mappings that don't have dense or sparse vector fields. We don't need to go through all the fields on every segment, instead we can extract the vector fields upfront and limit the work to only indices that define these types. Closes elastic#111715
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This change ensures that we don't try to compute stats on mappings that don't have dense or sparse vector fields. We don't need to go through all the fields on every segment, instead we can extract the vector fields upfront and limit the work to only indices that define these types. Closes #111715
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This change ensures that we don't try to compute stats on mappings that don't have dense or sparse vector fields. We don't need to go through all the fields on every segment, instead we can extract the vector fields upfront and limit the work to only indices that define these types. Closes elastic#111715
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This change ensures that we don't try to compute stats on mappings that don't have dense or sparse vector fields. We don't need to go through all the fields on every segment, instead we can extract the vector fields upfront and limit the work to only indices that define these types. Closes elastic#111715
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If a segment doesn't contain any documents with a dense_vector field, but the mapping defines it, an NPE can occur when retrieving the dense_vector stats. Relates #111729
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If a segment doesn't contain any documents with a dense_vector field, but the mapping defines it, an NPE can occur when retrieving the dense_vector stats. Relates elastic#111729
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Labels
>bug
:Search Relevance/Vectors
Vector search
Team:Search Relevance
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v8.15.1
v8.16.0
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This change ensures that we don't try to compute stats on mappings that don't have dense or sparse vector fields. We don't need to go through all the fields on every segment, instead we can extract the vector fields upfront and limit the work to only indices that define these types.
This PR is marked as a performance bug since deployments with lots of fields/segments are impacted when performing index stats even if they don't define a sparse/dense vector field.
Closes #111715