Allow zero for rescore_vector.oversample to indicate by-passing oversample and rescoring #125599
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…ample and rescoring
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Pinging @elastic/es-search-relevance (Team:Search Relevance) |
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Hi @benwtrent, I've created a changelog YAML for you. |
…tor-zero-oversample
tteofili
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Mar 26, 2025
| if (oversampleValue == 0 && indexVersion.before(RESCORE_PARAMS_ALLOW_ZERO_TO_QUANTIZED_VECTORS)) { | ||
| throw new IllegalArgumentException("oversample must be greater than 1"); | ||
| } | ||
| if (oversampleValue < 1) { |
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I feel that I'm missing something obvious here, but 0 is now a valid value for oversampleValue in new index versions, right?
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yeah, let me verify I am capturing this accurately in tests. I might have removed an else if accidentally.
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| Query query = fieldType.createKnnQuery(VectorData.fromFloats(new float[] { 1, 4, 10 }), 10, 100, 0f, null, null, null); | ||
| assertTrue(query instanceof ESKnnFloatVectorQuery); |
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I think we need to check that the query parameters do not include rescoring when 0 is used in the query. Also, we should probably check that we can't set 0 for previous index versions
carlosdelest
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Mar 26, 2025
...spec/src/yamlRestTest/resources/rest-api-spec/test/search.vectors/41_knn_search_bbq_hnsw.yml
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...mlRestTest/resources/rest-api-spec/test/search.vectors/41_knn_search_half_byte_quantized.yml
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server/src/test/java/org/elasticsearch/index/mapper/vectors/DenseVectorFieldTypeTests.java
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…ample and rescoring (elastic#125599) This allows a `rescore_vector: {oversample: 0}` to indicate bypassing oversampling and rescoring. This is useful for: - Updating a quantized mapping to turn off automatic rescoring - Bypassing oversampling at query time in an ad-hoc manner if its on by default in the mapping closes: elastic#125157
💚 All backports created successfully
Questions ?Please refer to the Backport tool documentation |
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blocks: elastic#127662 This adds bwc versions for elastic#125599
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…g oversample and rescoring (#125599) (#127662) * Allow zero for rescore_vector.oversample to indicate by-passing oversample and rescoring (#125599) This allows a `rescore_vector: {oversample: 0}` to indicate bypassing oversampling and rescoring. This is useful for: - Updating a quantized mapping to turn off automatic rescoring - Bypassing oversampling at query time in an ad-hoc manner if its on by default in the mapping closes: #125157 (cherry picked from commit 009a86a) * Adding versions for bwc for #125599 (#127663) blocks: #127662 This adds bwc versions for #125599 * fixing versioning for merge
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blocks: elastic#127662 This adds bwc versions for elastic#125599
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blocks: elastic#127662 This adds bwc versions for elastic#125599
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This allows a
rescore_vector: {oversample: 0}to indicate bypassing oversampling and rescoring.This is useful for:
closes: #125157