[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>

docs/source/developer_guide/contribution/index.md

@@ -12,38 +12,55 @@ Theoretically, the vllm-ascend build is only supported on Linux because
 But you can still set up dev env on Linux/Windows/macOS for linting and basic
 test as following commands:
 
+#### Run lint locally
 ```bash
 # Choose a base dir (~/vllm-project/) and set up venv
 cd ~/vllm-project/
 python3 -m venv .venv
 source ./.venv/bin/activate
 
-# Clone vllm code and install
-git clone https://github.com/vllm-project/vllm.git
+# Clone vllm-ascend and install
+git clone https://github.com/vllm-project/vllm-ascend.git
+cd vllm-ascend
+
+# Install lint requirement and enable pre-commit hook
+pip install -r requirements-lint.txt
+
+# Run lint (You need install pre-commits deps via proxy network at first time)
+bash format.sh
+```
+
+#### Run CI locally
+
+After complete "Run lint" setup, you can run CI locally:
+
+```{code-block} bash
+   :substitutions:
+
+cd ~/vllm-project/
+
+# Run CI need vLLM installed
+git clone --branch |vllm_version| https://github.com/vllm-project/vllm.git
 cd vllm
 pip install -r requirements/build.txt
 VLLM_TARGET_DEVICE="empty" pip install .
 cd ..
 
-# Clone vllm-ascend and install
-git clone https://github.com/vllm-project/vllm-ascend.git
+# Install requirements
 cd vllm-ascend
-# install system requirement
-apt install -y gcc g++ cmake libnuma-dev
-# install project requirement
+# For Linux:
 pip install -r requirements-dev.txt
+# For non Linux:
+cat requirements-dev.txt | grep -Ev '^#|^--|^$|^-r' | while read PACKAGE; do pip install "$PACKAGE"; done
+cat requirements.txt | grep -Ev '^#|^--|^$|^-r' | while read PACKAGE; do pip install "$PACKAGE"; done
 
-# Then you can run lint and mypy test
-bash format.sh
+# Run ci:
+bash format.sh ci
+```
 
-# Build:
-# - only supported on Linux (torch_npu available)
-# pip install -e .
-# - build without deps for debugging in other OS
-# pip install -e . --no-deps
-# - build without custom ops
-# COMPILE_CUSTOM_KERNELS=0 pip install -e .
+#### Submit the commit
 
+```bash
 # Commit changed files using `-s`
 git commit -sm "your commit info"
 ```