[Lint]Style: Convert vllm-ascend/ to ruff format(Batch #10) (#6173)

### What this PR does / why we need it?
**Scope of Changes**:
| File Path |
| :--- |
|`vllm_ascend/ops/layer_shard_linear.py`|
|`vllm_ascend/ops/linear.py`|
|`vllm_ascend/ops/linear_op.py`|
|`vllm_ascend/worker/worker.py`|
| ` vllm_ascend/patch/worker/patch_bert.py` |
| ` vllm_ascend/patch/worker/patch_deepseek.py` |
| ` vllm_ascend/patch/worker/patch_distributed.py` |
| ` vllm_ascend/patch/worker/patch_module.py` |
| ` vllm_ascend/patch/worker/patch_multimodal_merge.py` |
| ` vllm_ascend/patch/worker/patch_qwen3_next.py` |
| ` vllm_ascend/patch/worker/patch_qwen3_next_mtp.py` |
| ` vllm_ascend/patch/worker/patch_rejection_sampler.py` |
| ` vllm_ascend/patch/worker/patch_rope.py` |
| ` vllm_ascend/patch/worker/patch_triton.py` |
| ` vllm_ascend/patch/worker/patch_unquantized_gemm.py` |
| ` vllm_ascend/patch/worker/patch_v2_egale.py` |
|` vllm_ascend/worker/npu_input_batch.py`|
|` vllm_ascend/worker/v2/aclgraph_utils.py`|
|` vllm_ascend/worker/v2/attn_utils.py`|
|` vllm_ascend/worker/v2/model_runner.py`|
|` vllm_ascend/worker/v2/sample/gumbel.py`|
|` vllm_ascend/worker/v2/sample/penalties.py`|
|` vllm_ascend/worker/v2/sample/sampler.py`|
|` vllm_ascend/worker/v2/spec_decode/__init__.py`|
|` vllm_ascend/worker/v2/spec_decode/eagle.py`|
|` vllm_ascend/worker/v2/states.py`|
### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.14.0
- vLLM main:
d68209402d

Signed-off-by: MrZ20 <2609716663@qq.com>
Signed-off-by: SILONG ZENG <2609716663@qq.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>

vllm_ascend/worker/v2/aclgraph_utils.py

@@ -22,19 +22,16 @@ from typing import Any
 import torch
 import torch.nn as nn
 from vllm.config import VllmConfig
+from vllm.v1.attention.backend import AttentionMetadataBuilder
 from vllm.v1.kv_cache_interface import KVCacheConfig
 from vllm.v1.worker.gpu.block_table import BlockTables
 from vllm.v1.worker.gpu.cudagraph_utils import CudaGraphManager
-from vllm.v1.worker.gpu.cudagraph_utils import \
-    prepare_inputs_to_capture as prepare_inputs_to_capture_gpu
+from vllm.v1.worker.gpu.cudagraph_utils import prepare_inputs_to_capture as prepare_inputs_to_capture_gpu
 from vllm.v1.worker.gpu.input_batch import InputBuffers
-from vllm.v1.attention.backend import AttentionMetadataBuilder
 
 from vllm_ascend.worker.v2.utils import torch_cuda_wrapper
 
 
-
-
 class AclGraphManager(CudaGraphManager):
     """ACL Graph Manager for Ascend NPUs."""
 
@@ -51,7 +48,7 @@ class AclGraphManager(CudaGraphManager):
         attn_metadata_builders: list[AttentionMetadataBuilder],
         kv_cache_config: KVCacheConfig,
     ) -> None:
-        with (torch_cuda_wrapper(), prepare_capture_inputs_wrapper()):
+        with torch_cuda_wrapper(), prepare_capture_inputs_wrapper():
             super().capture_graph(
                 num_tokens,
                 model,