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@ansjcy ansjcy commented Apr 1, 2025

Description

Add blog for query insights dashboards and API updates, including:

  • Query insights dashboards
  • Top Queries Group by similarity
  • Historical top queries support
  • Query insights health metrics

Issues Resolved

#3747

Check List

  • Commits are signed per the DCO using --signoff

By submitting this pull request, I confirm that my contribution is made under the terms of the BSD-3-Clause License.

Signed-off-by: Fanit Kolchina <[email protected]>
Signed-off-by: Fanit Kolchina <[email protected]>
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@kolchfa-aws @ansjcy Editorial review complete. Please see my comments and changes and let me know if you have any questions. Thanks!

OpenSearch Query Insights gives you essential visibility into how search queries perform, helping you understand how queries run and how they use cluster resources. Since introducing [Query Insights](https://opensearch.org/blog/query-insights/), we've aimed to provide tools that help you identify performance bottlenecks and optimize your queries---ultimately improving the search experience for your users. Analyzing queries effectively is key to maintaining fast, efficient search operations.

Based on that foundation and shaped by your feedback, we've continued to develop Query Insights. This post introduces several new features that bring deeper analytical capabilities through advanced query grouping, improved usability with a dedicated dashboard, historical analysis using export options, and better operational monitoring of the Query Insights system itself.

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Line 17: "with a dedicated dsashboard" => "through a dedicated dashboard"?

- `QUERY_CATEGORIZE_EXCEPTIONS`

**Why it matters:** These monitoring tools provide visibility into the plugin's behavior and resource impact. They're especially useful if you notice missing insights data, delays in reporting, or suspect that Query Insights might be affecting overall cluster performance.

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"resource impact" => "effect on resources" or "influence on resources"?


Based on that foundation and shaped by your feedback, we've continued to develop Query Insights. This post introduces several new features that bring deeper analytical capabilities through advanced query grouping, improved usability with a dedicated dashboard, historical analysis using export options, and better operational monitoring of the Query Insights system itself.

## Grouping similar queries to improve analysis
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"Grouping" => "Group" (to match the format of the following headings)?

Co-authored-by: Nathan Bower <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>
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@pajuric Editorial comments addressed. Please update the meta, and this blog will be ready to publish.

@kolchfa-aws kolchfa-aws removed their assignment Apr 14, 2025
categories:
- technical-posts
meta_keywords: OpenSearch query insights, query grouping, query similarity, query dashboards, search performance, query optimization, query latency, search analytics, resource monitoring, OpenSearch Dashboards
meta_description: Explore recent advancements in OpenSearch Query Insights, featuring query grouping by similarity, a dedicated OpenSearch Dashboards plugin for visualization and configuration, a local index exporter for historical analysis, and new plugin health monitoring capabilities.
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Please update the meta with the following:

meta_keywords: Query insights, query performance, OpenSearch Dashboards, query grouping by similarity, advanced query grouping, query monitoring, search optimization, monitor plugin health, local index exporter

meta_description: Learn how the latest enhancements to OpenSearch Query Insights, including advanced query grouping, dedicated dashboards, historical analysis capabilities, and improved plugin health monitoring, improve performance.

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Done.

@ansjcy ansjcy force-pushed the add-query-insights-updates branch from ff8548a to 7f026e5 Compare April 21, 2025 20:34
Signed-off-by: Chenyang Ji <[email protected]>
@ansjcy ansjcy force-pushed the add-query-insights-updates branch from 7f026e5 to 7ae33b3 Compare April 21, 2025 20:38
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4 participants