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Signed-off-by: bowenlan-amzn <[email protected]>
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_posts/2025-02-04-introduce-bitmap-filtering-feature.md

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- macrakis
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date: 2025-02-04
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date: 2025-02-25
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categories:
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- technical-posts
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meta_keywords: bitmap
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meta_description: Introduce the bitmap filtering feature about its usage and performance
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meta_keywords: bitmap filtering, OpenSearch 2.17, filtering large datasets, RoaringBitmap, OpenSearch queries, e-commerce search. search performance
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meta_description: Discover how the bitmap filtering feature in OpenSearch optimizes large-scale filtering operations, and improves query performance and efficiency for datasets with thousands to millions of terms
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OpenSearch is a powerful open-source search and analytics engine that enables you to efficiently search and filter large datasets. A common search pattern involves filtering documents based on whether a field matches any value in a large set. While the existing `terms` query works well for smaller sets, its performance degrades significantly when handling thousands or millions of terms.

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