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π₯ Repo Health Dashboard β dotnet/machinelearningΒ #7628
Description
Last updated: 2026-06-15 07:47 UTC | Overall: π‘ Warning | π 1 new Β· π 3 existing Β· π 1 baselined | AzDO: β« N/A (no AZDO_PAT)
Executive Summary
The repository is in a Warning state but actively improving: open PR count halved (20β10) since yesterday due to a burst of merge activity. CI workflows (backport, locker) are healthy. One new finding: issue #6978 (blocking-clean-ci) was updated today, indicating a recurrence of the TorchSharp OOM/kill flake. Structural warnings (untriaged issues, missing milestones) persist.
π΄ Critical Findings
None
π‘ Warning Findings
| # | ID | Status | Summary | First Seen |
|---|---|---|---|---|
| 1 | I3-untriaged |
π EXISTING (Day 5) | 221+ open issues carry the untriaged label β triage process has a backlog |
2026-06-10 |
| 2 | I2-no-milestone |
π EXISTING (Day 5) | 821+ open issues have no milestone β planning signal is weak | 2026-06-10 |
| 3 | P5-stale-prs |
π EXISTING (Day 4) | PR #7609 (arm64 SymSgd) β 40d inactive, 0 reviewers assigned | 2026-06-11 |
| 4 | C5-blocking-ci-6978 |
π NEW | Issue #6978 (blocking-clean-ci) updated today β TorchSharp TestSimpleQA OOM/exit-137 flake |
2026-06-15 |
π Baselined Findings
| # | ID | Summary |
|---|---|---|
| 1 | I1-P0-5805 |
P0 issue #5805 MKLImports PDB β known tech debt, baselined per .github/health-baseline.md |
| 2 | Various | 24 additional issues baselined (per health-baseline.md) |
| 3 | Various | PRs #7416, #7406, #6664 baselined (long-running WIP) |
β Recently Resolved
| Item | Resolution | Date |
|---|---|---|
| ~10 PRs merged | Open PRs dropped from 20 β 10 | 2026-06-14/15 |
π 7-Day Metrics Snapshot
| Metric | Value | Trend |
|---|---|---|
| P0 Issues | 1 | β Stable |
| P1 Issues | ~23 | β Stable |
| Bug Issues | ~59 | β Stable |
| Open PRs | 10 | β Improving (was 20) |
| Untriaged Issues | 221+ | β Stable |
| No-Milestone Issues | 821+ | β Stable |
CI backport.yml |
β Healthy | β Stable |
CI locker.yml |
β Healthy (927 consecutive successes) | β Stable |
| AzDO Pipelines | β« N/A | No AZDO_PAT configured |
π Open PR Detail (10 total)
| PR | Age | Inactive | Reviewers | Note | Title |
|---|---|---|---|---|---|
| #7626 | 0d | 0d | 2 | Active | Fix memory leak in PredictionEnginePool hot-swap |
| #7625 | 4d | 2d | 2 | Draft | SentencePieceTokenizer public factory methods |
| #7623 | 4d | 4d | 1 | Active | Add report-green AzDO pipeline |
| #7609 | 40d | 40d | 0 |
Stale | Enable SymSgdNative on arm64 via system BLAS |
| #7607 | 49d | 0d | 0 | Bot/dep | [main] Update deps from dotnet/arcade |
| #7570 | 147d | 7d | 0 | Bot/dep | [release/5.0] Update deps from dotnet/arcade |
| #7416 | 460d | 440d | 0 | π Baselined | Update TorchSharp to 0.105.0 |
| #7406 | 470d | 460d | 0 | π Baselined | [GenAI] BitsAndBytes 4-bit quantization |
| #6749 | 1081d | 3d | 1 | Active recently | Update Projects to .NET 8 in MLNET 4.0 Branch |
| #6664 | 1133d | 1074d | 0 | π Baselined | (WIP) Generic DataFrame Math |
Workflow run: #27531652447 Β· Baseline: .github/health-baseline.md
AzDO pipeline monitoring disabled β add AZDO_PAT secret to enable vsts-ci / codecoverage-ci / night-build / outer-loop-build checks
Note
π Integrity filter blocked 64 items
The following items were blocked because they don't meet the GitHub integrity level.
- #7610
list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - #7606
list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - #7605
list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - #7569
list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - #7094
list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - #6449
list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - Error: "Microsoft.ML currently supports 'x64' and 'x86' processor" when target runtime is *linux-arm* or *linux-arm64*Β #6588
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - Exposing the tree for multiclass classificationΒ #6370
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - CreateEnumerable code fails in Visual Studio FSI but works in .NET Interactive notebook?Β #6353
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - Add substitutes for 4 IntelMKL methods so SymSgd can be added to non x86/x64 buildsΒ #5798
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - Memory leak Β #5744
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - Migrate to VSTest for all Unit TestsΒ #5587
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - OMP: Error #15: Initializing libiomp5.dylib in Image Classification with AutoMLΒ #5569
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - SVMLightLoader Fails above 128 dense rowsΒ #5566
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - TensorFlow scoring sample should pass an empty dataviewΒ #4210
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - mlnet's generated projects don't include the cs filesΒ #4145
list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved". - ... and 48 more items
To allow these resources, lower min-integrity in your GitHub frontmatter:
tools:
github:
min-integrity: approved # merged | approved | unapproved | noneGenerated by Repo Health Check β Orchestrator Β· β 2.6M Β· β·
Activity
github-actions commentedon Jun 15, 2026
π Delta Report β 2026-06-15 07:47 UTC
Comparing against run
27491913763(2026-06-14)Changes
C5-blocking-ci-6978β issue #6978 (blocking-clean-ci) had activity today at 07:00 UTCKey Metric Deltas
Dispatches This Run
C5-blocking-ci-6978blocking-clean-ciissue #6978 updated today, indicates CI flake recurrence1 of 5 dispatch budget used
Note
π Integrity filter blocked 64 items
The following items were blocked because they don't meet the GitHub integrity level.
list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_pull_requests: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".To allow these resources, lower
min-integrityin your GitHub frontmatter: