[1/N][CI] Move linting system to pre-commits hooks (#1256)

### What this PR does / why we need it?

Follow vllm-project/vllm lint way:
https://github.com/vllm-project/vllm/blob/main/.pre-commit-config.yaml

Enable pre-commit to avoid some low level error  AMAP.

This pr is one step of #1241, The purpose is make linting system more
clear and convenient, on this step, Mainly did the following things:
yapf, actionlint, ruff, typos, isort, mypy, png-lint, signoff-commit,
enforce-import-regex-instead-of-re.

TODO: 
- clang-format(check for csrc with google style)
need clean code, disable for now 
- pymarkdown
need clean code, disable for now 
- shellcheck
need clean code, disable for now 

### Does this PR introduce _any_ user-facing change?

Only developer UX change:

https://vllm-ascend--1256.org.readthedocs.build/en/1256/developer_guide/contributing.html#run-lint-locally

```
pip install -r requirements-lint.txt && pre-commit install
bash format.sh
```

### How was this patch tested?

CI passed with new added/existing test.

Co-authored-by: Yikun [yikunkero@gmail.com](mailto:yikunkero@gmail.com)
Co-authored-by: wangli
[wangli858794774@gmail.com](mailto:wangli858794774@gmail.com)
- vLLM version: v0.9.1
- vLLM main:
5358cce5ff

---------

Signed-off-by: wangli <wangli858794774@gmail.com>

.github/workflows/pre-commit.yml

@@ -0,0 +1,37 @@
+name: pre-commit
+
+on:
+    workflow_call:
+
+permissions:
+  contents: read
+
+jobs:
+  pre-commit:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Checkout vllm-project/vllm-ascend repo
+      uses: actions/checkout@v4
+    - uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
+      with:
+        python-version: "3.10"
+    - run: echo "::add-matcher::.github/workflows/matchers/actionlint.json"
+    - run: echo "::add-matcher::.github/workflows/matchers/mypy.json"
+    - name: Checkout vllm-project/vllm repo
+      uses: actions/checkout@v4
+      with:
+        repository: vllm-project/vllm
+        path: ./vllm-empty
+    - name: Install vllm
+      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: Install vllm-ascend dev
+      run: |
+        pip install -r requirements-dev.txt --extra-index-url https://download.pytorch.org/whl/cpu
+    - uses: pre-commit/action@2c7b3805fd2a0fd8c1884dcaebf91fc102a13ecd # v3.0.1
+      env:
+        SHELLCHECK_OPTS: "--exclude=SC2046,SC2006,SC2086" # Exclude SC2046, SC2006, SC2086 for actionlint
+      with:
+        extra_args: --all-files --hook-stage manual