[CI]Update accuracy report test (#1288)

### What this PR does / why we need it?
Update accuracy report test
1. Add Record commit hashes and GitHub links for both vllm and
vllm-ascend in accuracy reports
2. Add accuracy result verification checks to ensure output correctness
3. Creat PR via forked repository workflow

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
dense-accuracy-test:
https://github.com/vllm-project/vllm-ascend/actions/runs/15745619485
create pr via forked repository workflow:
https://github.com/zhangxinyuehfad/vllm-ascend/actions/runs/15747013719/job/44385134080
accuracy report pr:
#1292

Currently, the accuracy report used is old and needs to be merged into
pr, retest, update new report, then close #1292 .


Signed-off-by: hfadzxy <[email protected]>

Author: zhangxinyuehfad

.github/workflows/accuracy_report.yaml

@@ -45,8 +45,8 @@ on:
         type: choice
         options:
           - main
-          - v0.7.3-dev
           - v0.9.1-dev
+          - v0.7.3-dev
       models:
         description: 'model:'
         required: true
@@ -183,7 +183,28 @@ jobs:
           PIP_EXTRA_INDEX_URL: https://mirrors.huaweicloud.com/ascend/repos/pypi
         run: |
           pip install -r requirements-dev.txt
-          pip install -e .
+          pip install -v -e . 
+            
+      - name: Get vLLM commit hash and URL
+        working-directory: ./vllm-empty
+        run: |
+          VLLM_COMMIT=$(git rev-parse HEAD)
+          echo "VLLM_COMMIT=$VLLM_COMMIT" >> $GITHUB_ENV
+          echo "VLLM_COMMIT_URL=https://github.com/vllm-project/vllm/commit/$VLLM_COMMIT" >> $GITHUB_ENV
+
+      - name: Get vLLM-Ascend commit hash and URL
+        working-directory: ./vllm-ascend
+        run: |
+          VLLM_ASCEND_COMMIT=$(git rev-parse HEAD)
+          echo "VLLM_ASCEND_COMMIT=$VLLM_ASCEND_COMMIT" >> $GITHUB_ENV
+          echo "VLLM_ASCEND_COMMIT_URL=https://github.com/vllm-project/vllm-ascend/commit/$VLLM_ASCEND_COMMIT" >> $GITHUB_ENV
+
+      - name: Print resolved hashes and URLs
+        run: |
+          echo "vLLM       : ${{ env.VLLM_COMMIT }}"
+          echo "vLLM link  : ${{ env.VLLM_COMMIT_URL }}"
+          echo "vLLM-Ascend: ${{ env.VLLM_ASCEND_COMMIT }}"
+          echo "Ascend link: ${{ env.VLLM_ASCEND_COMMIT_URL }}" 
 
       - name: Install lm-eval, ray, and datasets
         run: |
@@ -239,7 +260,12 @@ jobs:
             --cann_version "${{ env.GHA_CANN_VERSION }}" \
             --torch_npu_version "${{ env.GHA_TORCH_NPU_VERSION }}" \
             --torch_version "${{ env.GHA_TORCH_VERSION }}" \
-            --vllm_version "${{ env.GHA_VLLM_VERSION }}"
+            --vllm_version "${{ env.GHA_VLLM_VERSION }}" \
+            --vllm_commit "${{ env.VLLM_COMMIT }}" \
+            --vllm_ascend_commit "${{ env.VLLM_ASCEND_COMMIT }}" \
+            --vllm_commit_url "${{ env.VLLM_COMMIT_URL }}" \
+            --vllm_ascend_commit_url "${{ env.VLLM_ASCEND_COMMIT_URL }}" \
+            --vllm_use_v1 "$VLLM_USE_V1"
 
       - name: Generate step summary
         if: ${{ always() }}
@@ -251,12 +277,122 @@ jobs:
           SAFE_VLLM_ASCEND_VERSION="${GHA_VLLM_ASCEND_VERSION//\//-}"
           echo "SAFE_VLLM_ASCEND_VERSION=$SAFE_VLLM_ASCEND_VERSION" >> "$GITHUB_ENV"
 
+      - name: Check report first line for failure
+        id: check_report
+        run: |
+          REPORT_PATH="./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md"
+          echo "Scanning $REPORT_PATH for ❌ …"
+          if grep -q '❌' "$REPORT_PATH"; then
+            echo "contains_fail=true" >> $GITHUB_OUTPUT
+          else
+            echo "contains_fail=false" >> $GITHUB_OUTPUT
+          fi
+
       - name: Upload Report for V${{ matrix.vllm_use_version }}
-        if: ${{ github.event_name == 'workflow_dispatch' }}
+        if: ${{ github.event_name == 'workflow_dispatch' && steps.check_report.outputs.contains_fail == 'false' }}
         uses: actions/upload-artifact@v4
         with:
-          name: "${{ env.SAFE_VLLM_ASCEND_VERSION }}-${{ steps.report.outputs.markdown_name }}-report"
+          name: "report-${{ env.SAFE_VLLM_ASCEND_VERSION }}-${{ steps.report.outputs.markdown_name }}"
           path: ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md
           if-no-files-found: warn
           retention-days: 90
           overwrite: true
+
+  create_pr:
+    runs-on: ubuntu-latest
+    needs: accuracy_tests
+    if: ${{ github.event_name == 'workflow_dispatch' }}
+    env:
+      UPSTREAM_REPO: vllm-project/vllm-ascend
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          repository: vllm-ascend-ci/vllm-ascend
+          token: ${{ secrets.PAT_TOKEN }}
+          ref: main
+
+      - name: Add upstream remote
+        run: |
+          git remote add upstream https://github.com/${{ env.UPSTREAM_REPO }}.git
+          git fetch upstream
+          git remote -v
+
+      - name: Set Git user info dynamically
+        run: |
+          git config user.name "${{ github.actor }}"
+          git config user.email "${{ github.actor }}@users.noreply.github.com"
+
+      - name: Create or switch to branch
+        run: |
+          TIMESTAMP=$(date +%Y%m%d%H%M%S)
+          BRANCH_NAME="auto-pr/accuracy-report-${TIMESTAMP}"
+          echo "BRANCH_NAME=${BRANCH_NAME}" >> $GITHUB_ENV
+          git checkout -B "${BRANCH_NAME}" upstream/${{ github.event.inputs.vllm-ascend-version }}
+
+      - name: Download only current run reports
+        uses: actions/download-artifact@v4
+        with:
+          path: ./docs/source/developer_guide/evaluation/accuracy_report
+          pattern: report-*
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          run-id: ${{ github.run_id }}
+
+      - name: Delete old report
+        run: |
+          find ./docs/source/developer_guide/evaluation/accuracy_report -maxdepth 1 -type f -name '*.md' ! -name 'index.md' -delete
+          find ./docs/source/developer_guide/evaluation/accuracy_report -mindepth 2 -type f -name '*.md' -exec mv -f {} ./docs/source/developer_guide/evaluation/accuracy_report \;
+          find ./docs/source/developer_guide/evaluation/accuracy_report -mindepth 1 -type d -empty -delete
+
+      - name: Update accuracy_report/index.md
+        run: |
+          REPORT_DIR="./docs/source/developer_guide/evaluation/accuracy_report"
+          INDEX_MD="$REPORT_DIR/index.md"
+          {
+            echo "# Accuracy Report"
+            echo ""
+            echo ":::{toctree}"
+            echo ":caption: Accuracy Report"
+            echo ":maxdepth: 1"
+            
+            for report in "$REPORT_DIR"/*.md; do
+              filename="$(basename "$report" .md)"
+              if [ "$filename" != "index" ]; then
+                echo "$filename"
+              fi
+            done
+            echo ":::"
+          } > "$INDEX_MD"
+
+      - name: push accuracy report
+        env:
+          GITHUB_TOKEN: ${{ secrets.PAT_TOKEN }}
+        run: |
+          git add ./docs/source/developer_guide/evaluation/accuracy_report/*.md
+          git commit -s -m "[Doc] Update accuracy reports for ${{ github.event.inputs.vllm-ascend-version }}"
+          git push -f origin "${{ env.BRANCH_NAME }}"
+
+      - name: Create PR in upstream via API
+        uses: actions/github-script@v6
+        with:
+          github-token: ${{ secrets.PAT_TOKEN }}
+          script: |
+            const pr = await github.rest.pulls.create({
+              owner: 'vllm-project',
+              repo: 'vllm-ascend',
+              head: `${{ github.actor }}:${{ env.BRANCH_NAME }}`,
+              base: '${{ github.event.inputs.vllm-ascend-version }}',
+              title: `[Doc] Update accuracy reports for ${{ github.event.inputs.vllm-ascend-version }}`,
+              body: `The accuracy results running on NPU Altlas A2 have changed, updating reports for:
+            ${{ 
+              github.event.inputs.models == 'all' 
+                && 'All models (Qwen2.5-7B-Instruct, Qwen2.5-VL-7B-Instruct, Qwen3-8B-Base)' 
+                || github.event.inputs.models 
+            }}
+            
+            - [Workflow run][1]
+            
+            [1]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}`
+            });
+            core.info(`Created PR #${pr.data.number}`);
+