[CI] Run e2e after pre check pass (vllm-project#1132)

Make sure the lint test passed before start the e2e test to save compute
resource.

Updated the patch doc to make sure the CI works as expect.

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: wangxiaoxin (A) <wangxiaoxin7@huawei.com>

Author: wangxiyuan

.github/workflows/codespell.yml

@@ -15,7 +15,7 @@
 # This file is a part of the vllm-ascend project.
 #
 
-name: 'e2e test'
+name: 'test'
 
 on:
   pull_request:
@@ -29,6 +29,9 @@ on:
       - '!docs/**'
       - 'pytest.ini'
       - '!benchmarks/**'
+      - 'tools/mypy.sh'
+      - 'mypy.ini'
+
 # Bash shells do not use ~/.profile or ~/.bashrc so these shells need to be explicitly
 # declared as "shell: bash -el {0}" on steps that need to be properly activated.
 # It's used to activate ascend-toolkit environment variables.
@@ -37,7 +40,65 @@ defaults:
     shell: bash -el {0}
 
 jobs:
-  test:
+  lint:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.10"]
+    steps:
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements-lint.txt
+      - name: Run codespell check
+        run: |
+          CODESPELL_EXCLUDES=('--skip' 'tests/prompts/**,./benchmarks/sonnet.txt,*tests/lora/data/**,build/**,./vllm_ascend.egg-info/**')
+          CODESPELL_IGNORE_WORDS=('-L' 'CANN,cann,NNAL,nnal,ASCEND,ascend,EnQue,CopyIn')
+
+          codespell --toml pyproject.toml "${CODESPELL_EXCLUDES[@]}" "${CODESPELL_IGNORE_WORDS[@]}"
+      - name: Analysing the code with ruff
+        run: |
+          echo "::add-matcher::.github/workflows/matchers/ruff.json"
+          ruff check --output-format github .
+      - name: Run isort
+        run: |
+          isort . --check-only
+      - name: Running yapf
+        run: |
+          python -m pip install --upgrade pip
+          pip install toml
+          pip install yapf==0.32.0
+          yapf --diff --recursive .
+
+      - name: Install dependencies
+        run: |
+          pip install -r requirements-dev.txt --extra-index-url https://download.pytorch.org/whl/cpu
+
+      - name: Checkout vllm-project/vllm repo
+        uses: actions/checkout@v4
+        with:
+          repository: vllm-project/vllm
+          path: vllm-empty
+
+      - name: Install vllm-project/vllm from source
+        working-directory: vllm-empty
+        run: |
+          pip install -r requirements/build.txt --extra-index-url https://download.pytorch.org/whl/cpu
+          VLLM_TARGET_DEVICE=empty pip install .
+
+      - name: Mypy Check
+        run: |
+          echo "::add-matcher::.github/workflows/matchers/mypy.json"
+          tools/mypy.sh 1 ${{ matrix.python-version }}
+
+  e2e:
+    needs: [lint]
+    if: ${{ needs.lint.result == 'success' }}
     strategy:
       max-parallel: 2
       matrix: