Ascend CI Case Diff Scan

Ascend CI Case Diff Scan

Static analyzer that compares CPU/GPU workflow test cases against Ascend NPU workflow coverage in a verl repository. Reads GitHub Actions run: commands, preserves workflow/job/step context, and does not execute tests.

Quick Reference

When to Use

• Auditing NPU CI coverage before a release
• Checking whether recent CPU/GPU workflow changes have NPU equivalents
• Generating coverage gap reports for stakeholders
• CI pipeline integration for automated parity checks

Don't use for: executing tests, modifying workflow files, or analyzing non-GitHub-Actions CI systems.

Instructions

1. Read references/repo-signals.md for repo-specific boundaries.
2. Identify the target verl repository root.
3. Run from the verl-ascend-recipe root (where .agent/ lives):

# Full audit
python .agent/skills/ascend-ci-case-diff-scan/scripts/scan_ascend_ci_case_diff.py \
  --repo-root {PATH}/verl \
  --output-dir ./report/ascend-ci-case-diff-scan

# With past-N-days incremental analysis
python .agent/skills/ascend-ci-case-diff-scan/scripts/scan_ascend_ci_case_diff.py \
  --repo-root {PATH}/verl \
  --output-dir ./report/ascend-ci-case-diff-scan \
  --since-days 7

--since-days must be a positive integer. Omit to generate only the full report.

Extraction Rules

Recognize only these command forms (see references/repo-signals.md):

• pytest ... tests/...
• bash tests/.../*.sh or bash examples/.../*.sh
• torchrun ... tests/...

For each extracted case, preserve: workflow_name, job_name, step_name, command_type, target, raw_command, signature. Keep cases distinct when the same command appears in different workflow/job/step contexts. For UT, expand to function-level or test-method-level whenever the target file can be parsed. For ST, record only scripts explicitly invoked — do not inspect the script body.

Case matching uses command_type, target, and signature (see references/repo-signals.md).

Past-N-Days Analysis

When --since-days N is set, the scanner walks first-parent history for commits merged in the last N days, compares the window-start snapshot with current HEAD, and reports only effective final-state changes. See references/repo-signals.md for full scoping and column semantics.

Boundaries

• Ignore commented workflow lines.
• Ignore workflows matched by config/workflow_scope.json, including shared baseline and workflows without meaningful CPU/GPU-vs-NPU test coverage.
• Do not execute tests.
• Do not expand GitHub Actions matrices.
• Keep the final report in English only.

Case Classification

digraph case_classification {
    rankdir=TB
    node [fontname="Arial", fontsize=11]
    edge [fontname="Arial", fontsize=9]

    start [shape=point]
    l3 [label="Exact match on\n(command_type, target, signature)?", shape=diamond]
    aligned [label="aligned", shape=box]
    l2 [label="Same (command_type, target)\nwith different signatures?", shape=diamond]
    both [label="Both sides have\ndifferent signatures?", shape=diamond]
    manual [label="manual_review_needed", shape=box]
    cpu_only [label="Only CPU/GPU side?", shape=diamond]
    missing [label="missing_in_npu_workflows", shape=box]
    npu_only [label="npu_only", shape=box]

    start -> l3
    l3 -> aligned [label="yes"]
    l3 -> l2 [label="no"]
    l2 -> both [label="yes"]
    both -> manual [label="yes"]
    both -> cpu_only [label="no"]
    cpu_only -> missing [label="yes"]
    cpu_only -> npu_only [label="no"]
}

The classification algorithm checks in this order (strongest signal first): exact three-key match → same target with signature divergence → side-only. The report displays sections as: Matched Cases, CPU/GPU-only Cases, NPU-only Cases, Manual Review — in that order. See references/repo-signals.md for detailed matching rules.

Common Mistakes

Reporting

The scanner writes report.md and report.xlsx to --output-dir. With --since-days, it also writes report-past-N.md and report-past-N.xlsx.

Reports contain: ignored workflows, scanned workflows with CPU/GPU and NPU case counts, UT details, ST details (matched, CPU/GPU-only, NPU-only, manual-review cases in that order with adjacent CPU/GPU and NPU references). The Excel workbook stores these as four sheets: Ignored Workflows, Scanned Workflows, UT Cases, ST Cases.