[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>

benchmarks/scripts/patch_benchmark_dataset.py

@@ -7,9 +7,8 @@ import libcst.matchers as m
 # Patch the benchmark_dataset.py file to set streaming=False in load_dataset calls
 
 
-# TDOO(Potabk): Remove this patch when the issue is fixed in the upstream
+# TODO(Potabk): Remove this patch when the issue is fixed in the upstream
 class StreamingFalseTransformer(cst.CSTTransformer):
-
     def __init__(self):
         self.in_target_class = False
         self.in_target_func = False
@@ -63,15 +62,18 @@ def patch_file(path):
     print(f"Patched: {abs_path}")
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     parser = ArgumentParser(
-        description=
-        "Patch benchmark_dataset.py to set streaming=False in load_dataset calls"
+        description="Patch benchmark_dataset.py to set streaming=False in load_dataset calls"
+    )
+    parser.add_argument(
+        "--path", type=str, help="Path to the benchmark_dataset.py file"
     )
     parser.add_argument(
         "--path",
         type=str,
         default="/vllm-workspace/vllm/vllm/benchmarks/datasets.py",
-        help="Path to the benchmark_dataset.py file")
+        help="Path to the benchmark_dataset.py file",
+    )
     args = parser.parse_args()
     patch_file(args.path)