[imbajin]

Before → After

Before: Graph-card counts have no collection action, and unavailable native Vermeer values can appear as generic errors despite successful task completion.

After: Add bounded count collection and an administrator-authorized loaded-graph snapshot read, with source/timestamp attribution. Distinguish exact task-scoped missing values from authorization, task mismatch and transient failures, and retain inline retry guidance without changing the task status.

Validation boundary

The author reports 26 backend and 97 targeted frontend tests plus controlled Chromium checks. These do not establish live deployment counts or algorithm correctness. The additive snapshot read is capability-gated and does not trigger a full Server scan or graph reload.

Source PR: 🔗 hugegraph/hugegraph-toolchain #111

Visual overview

Controlled-API Chromium screenshot of an inline result-read diagnostic with graph/task context and retry, separate from computation status. This illustrates error presentation, not live task execution, result retention, count correctness or current-head retry-source validation.

[bitflicker64]

Blocking: yes. Summary: the Vermeer snapshot endpoint, task-scoped absence matching and the inline result-read diagnostics hold up, but the new result-read copy fails src/i18n/ui-copy-punctuation.test.js, so pnpm test:ci is red at this head.

[codecov]

Codecov Report

❌ Patch coverage is 89.28571% with 3 lines in your changes missing coverage. Please review.
✅ Project coverage is 54.07%. Comparing base (b34007e) to head (236e021).
⚠️ Report is 11 commits behind head on master.

Files with missing lines	Patch %	Lines
...apache/hugegraph/service/space/VermeerService.java	60.00%	2 Missing ⚠️
.../hugegraph/controller/graphs/GraphsController.java	0.00%	1 Missing ⚠️

Additional details and impacted files

@@             Coverage Diff              @@
##             master     #862      +/-   ##
============================================
- Coverage     55.40%   54.07%   -1.33%     
+ Complexity     5989     3503    -2486     
============================================
  Files           619      282     -337     
  Lines         32582    19300   -13282     
  Branches       4217     2910    -1307     
============================================
- Hits          18052    10437    -7615     
+ Misses        12952     7762    -5190     
+ Partials       1578     1101     -477     

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