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Add vector graph build diagnostics logging - #3305

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lvca merged 3 commits into
ArcadeData:mainfrom
humemai:add-vector-graph-build-diagnostics
Feb 2, 2026
Merged

Add vector graph build diagnostics logging#3305
lvca merged 3 commits into
ArcadeData:mainfrom
humemai:add-vector-graph-build-diagnostics

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@tae898

@tae898 tae898 commented Feb 1, 2026

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I mocked what's done in https://github.com/datastax/jvector/blob/fe3f4d17a39a07b45a99403a615d8e65e9ddf8bf/jvector-examples/src/main/java/io/github/jbellis/jvector/example/benchmarks/QueryTester.java#L84 so that in arcadedb vector building we also get stats like

2026-02-01 19:10:41.421 INFO  [LSMVectorIndex] Graph build building: 957196/998480 (vector accesses=957200, heap=2121.0/4096.0MB, offheap=0.0MB, files=998.5MB [idx=998.5, graph=0.0, pq=0.0, compacted=0.0])
2026-02-01 19:10:43.444 INFO  [LSMVectorIndex] Graph build building: 957536/998480 (vector accesses=957540, heap=3125.0/4096.0MB, offheap=0.0MB, files=998.5MB [idx=998.5, graph=0.0, pq=0.0, compacted=0.0])
2026-02-01 19:10:45.464 INFO  [LSMVectorIndex] Graph build building: 957868/998480 (vector accesses=957872, heap=2630.0/4096.0MB, offheap=0.0MB, files=998.5MB [idx=998.5, graph=0.0, pq=0.0, compacted=0.0])
2026-02-01 19:10:47.491 INFO  [LSMVectorIndex] Graph build building: 958182/998480 (vector accesses=958186, heap=3229.0/4096.0MB, offheap=0.0MB, files=998.5MB [idx=998.5, graph=0.0, pq=0.0, compacted=0.0])
2026-02-01 19:10:49.583 INFO  [LSMVectorIndex] Graph build building: 958497/998480 (vector accesses=958501, heap=2602.0/4096.0MB, offheap=0.0MB, files=998.5MB [idx=998.5, graph=0.0, pq=0.0, compacted=0.0])
2026-02-01 19:10:51.639 INFO  [LSMVectorIndex] Graph build building: 958824/998480 (vector accesses=958828, heap=2322.0/4096.0MB, offheap=0.0MB, files=998.5MB [idx=998.5, graph=0.0, pq=0.0, compacted=0.0])

@tae898

tae898 commented Feb 1, 2026

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@lvca

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Summary of Changes

Hello @tae898, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request enhances the observability of the vector graph building process by integrating detailed diagnostic logging. It provides insights into memory consumption (heap and off-heap) and the size of various index-related files, which is crucial for performance analysis, benchmarking, and troubleshooting during vector index creation.

Highlights

  • New Configuration for Diagnostic Logging: A new global configuration setting, VECTOR_INDEX_GRAPH_BUILD_DIAGNOSTICS, has been introduced. This boolean flag controls whether detailed diagnostic logging is enabled during the vector graph build process, defaulting to true.
  • Enhanced Vector Graph Build Diagnostics: The LSMVectorIndex now includes functionality to capture and log comprehensive diagnostic information during graph building. This includes current heap memory usage (used/max), off-heap memory usage (direct and mapped buffers), and a breakdown of file sizes for the vector index, graph, PQ, and compacted files.
  • Conditional Logging: The progress logging for vector graph builds has been updated to conditionally include these new diagnostic details. If VECTOR_INDEX_GRAPH_BUILD_DIAGNOSTICS is enabled, the log messages will show memory and file size statistics; otherwise, they will revert to the previous, simpler format.

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🧪 CI Insights

Here's what we observed from your CI run for 763997c.

🟢 All jobs passed!

But CI Insights is watching 👀

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Code Review

This pull request introduces diagnostic logging for vector graph builds, which is a useful feature for troubleshooting and performance tuning. The implementation is straightforward, adding a new configuration flag and capturing memory and file size metrics during the build process. My review includes two suggestions: one to change the default value of the new configuration flag to be off by default in production, and another to simplify a utility method for better code quality.

Comment thread engine/src/main/java/com/arcadedb/GlobalConfiguration.java
Comment thread engine/src/main/java/com/arcadedb/index/vector/LSMVectorIndex.java
final long now = System.currentTimeMillis();
final boolean progressed = processedNodes != lastLoggedProcessed[0];
final boolean timeElapsed = now - lastLogTimeMs[0] >= 2000;
final boolean timeElapsed = now - lastLogTimeMs[0] >= 5000;

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2s was too much.

@lvca lvca added this to the 26.2.1 milestone Feb 2, 2026
@lvca
lvca merged commit 9202492 into ArcadeData:main Feb 2, 2026
15 of 18 checks passed
robfrank pushed a commit that referenced this pull request Feb 17, 2026
* Add vector graph build diagnostics logging

* Tweak graph build diagnostics defaults

* Throttle graph build logs to 5s

(cherry picked from commit 9202492)
@tae898
tae898 deleted the add-vector-graph-build-diagnostics branch March 22, 2026 00:45
tae898 pushed a commit to humemai/arcadedb-embedded-python that referenced this pull request Jun 28, 2026
Bumps [github/codeql-action](https://github.com/github/codeql-action) from 4.31.4 to 4.31.5.
Release notes

*Sourced from [github/codeql-action's releases](https://github.com/github/codeql-action/releases).*

> v4.31.5
> -------
>
> CodeQL Action Changelog
> =======================
>
> See the [releases page](https://github.com/github/codeql-action/releases) for the relevant changes to the CodeQL CLI and language packs.
>
> 4.31.5 - 24 Nov 2025
> --------------------
>
> * Update default CodeQL bundle version to 2.23.6. [ArcadeData#3321](https://redirect.github.com/github/codeql-action/pull/3321)
>
> See the full [CHANGELOG.md](https://github.com/github/codeql-action/blob/v4.31.5/CHANGELOG.md) for more information.


Changelog

*Sourced from [github/codeql-action's changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md).*

> CodeQL Action Changelog
> =======================
>
> See the [releases page](https://github.com/github/codeql-action/releases) for the relevant changes to the CodeQL CLI and language packs.
>
> [UNRELEASED]
> ------------
>
> No user facing changes.
>
> 4.31.5 - 24 Nov 2025
> --------------------
>
> * Update default CodeQL bundle version to 2.23.6. [ArcadeData#3321](https://redirect.github.com/github/codeql-action/pull/3321)
>
> 4.31.4 - 18 Nov 2025
> --------------------
>
> No user facing changes.
>
> 4.31.3 - 13 Nov 2025
> --------------------
>
> * CodeQL Action v3 will be deprecated in December 2026. The Action now logs a warning for customers who are running v3 but could be running v4. For more information, see [Upcoming deprecation of CodeQL Action v3](https://github.blog/changelog/2025-10-28-upcoming-deprecation-of-codeql-action-v3/).
> * Update default CodeQL bundle version to 2.23.5. [ArcadeData#3288](https://redirect.github.com/github/codeql-action/pull/3288)
>
> 4.31.2 - 30 Oct 2025
> --------------------
>
> No user facing changes.
>
> 4.31.1 - 30 Oct 2025
> --------------------
>
> * The `add-snippets` input has been removed from the `analyze` action. This input has been deprecated since CodeQL Action 3.26.4 in August 2024 when this removal was announced.
>
> 4.31.0 - 24 Oct 2025
> --------------------
>
> * Bump minimum CodeQL bundle version to 2.17.6. [ArcadeData#3223](https://redirect.github.com/github/codeql-action/pull/3223)
> * When SARIF files are uploaded by the `analyze` or `upload-sarif` actions, the CodeQL Action automatically performs post-processing steps to prepare the data for the upload. Previously, these post-processing steps were only performed before an upload took place. We are now changing this so that the post-processing steps will always be performed, even when the SARIF files are not uploaded. This does not change anything for the `upload-sarif` action. For `analyze`, this may affect Advanced Setup for CodeQL users who specify a value other than `always` for the `upload` input. [ArcadeData#3222](https://redirect.github.com/github/codeql-action/pull/3222)
>
> 4.30.9 - 17 Oct 2025
> --------------------
>
> * Update default CodeQL bundle version to 2.23.3. [ArcadeData#3205](https://redirect.github.com/github/codeql-action/pull/3205)
> * Experimental: A new `setup-codeql` action has been added which is similar to `init`, except it only installs the CodeQL CLI and does not initialize a database. Do not use this in production as it is part of an internal experiment and subject to change at any time. [ArcadeData#3204](https://redirect.github.com/github/codeql-action/pull/3204)
>
> 4.30.8 - 10 Oct 2025
> --------------------
>
> No user facing changes.
>
> 4.30.7 - 06 Oct 2025
> --------------------
>
> * [v4+ only] The CodeQL Action now runs on Node.js v24. [ArcadeData#3169](https://redirect.github.com/github/codeql-action/pull/3169)
>
> 3.30.6 - 02 Oct 2025
> --------------------
>
> * Update default CodeQL bundle version to 2.23.2. [ArcadeData#3168](https://redirect.github.com/github/codeql-action/pull/3168)

... (truncated)


Commits

* [`fdbfb4d`](github/codeql-action@fdbfb4d) Merge pull request [ArcadeData#3322](https://redirect.github.com/github/codeql-action/issues/3322) from github/update-v4.31.5-ec2ee575c
* [`81f6d64`](github/codeql-action@81f6d64) Update changelog for v4.31.5
* [`ec2ee57`](github/codeql-action@ec2ee57) Merge pull request [ArcadeData#3321](https://redirect.github.com/github/codeql-action/issues/3321) from github/update-bundle/codeql-bundle-v2.23.6
* [`ecc8787`](github/codeql-action@ecc8787) Add changelog note
* [`1d2a238`](github/codeql-action@1d2a238) Update default bundle to codeql-bundle-v2.23.6
* [`ce729e4`](github/codeql-action@ce729e4) Merge pull request [ArcadeData#3315](https://redirect.github.com/github/codeql-action/issues/3315) from github/henrymercer/dead-code-elimination
* [`ac359aa`](github/codeql-action@ac359aa) Add return type
* [`112cd07`](github/codeql-action@112cd07) Merge branch 'main' into henrymercer/dead-code-elimination
* [`0b43179`](github/codeql-action@0b43179) Merge pull request [ArcadeData#3306](https://redirect.github.com/github/codeql-action/issues/3306) from github/dependabot/npm\_and\_yarn/types/sinon-21.0.0
* [`e818008`](github/codeql-action@e818008) Merge pull request [ArcadeData#3305](https://redirect.github.com/github/codeql-action/issues/3305) from github/dependabot/npm\_and\_yarn/eslint/compat-2.0.0
* Additional commits viewable in [compare view](github/codeql-action@e12f017...fdbfb4d)
  
[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility\_score?dependency-name=github/codeql-action&package-manager=github\_actions&previous-version=4.31.4&new-version=4.31.5)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)
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tae898 added a commit to humemai/arcadedb-embedded-python that referenced this pull request Jun 28, 2026
* Add vector graph build diagnostics logging

* Tweak graph build diagnostics defaults

* Throttle graph build logs to 5s
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