implement model runner v2 basic framework (#5051)

### What this PR does / why we need it?
This PR aim to implement model runner v2 basic framework in vllm-ascend,
the e2e function is not guaranteed by this pr.
 
### Does this PR introduce _any_ user-facing change?
use envs.VLLM_USE_V2_MODEL_RUNNER to decide if choose model_runenr_v2.

### How was this patch tested?

- vLLM version: v0.12.0
- vLLM main:
ad32e3e19c

---------

Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
This commit is contained in:
Ronald
2025-12-18 15:51:54 +08:00
committed by GitHub
parent 1c8c23de58
commit b69b04d3a9
16 changed files with 843 additions and 98 deletions

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@@ -142,7 +142,7 @@ pip install -r requirements-dev.txt
There are several principles to follow when writing unit tests:
- The test file path should be consistent with the source file and start with the `test_` prefix, such as: `vllm_ascend/worker/worker_v1.py` --> `tests/ut/worker/test_worker_v1.py`
- The test file path should be consistent with the source file and start with the `test_` prefix, such as: `vllm_ascend/worker/worker.py` --> `tests/ut/worker/test_worker.py`
- The vLLM Ascend test uses unittest framework. See [here](https://docs.python.org/3/library/unittest.html#module-unittest) to understand how to write unit tests.
- All unit tests can be run on CPUs, so you must mock the device-related function to host.
- Example: [tests/ut/test_ascend_config.py](https://github.com/vllm-project/vllm-ascend/blob/main/tests/ut/test_ascend_config.py).

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@@ -29,7 +29,7 @@ vllm_ascend
- **platform**: The patch code in this directory is for patching the code in vLLM main process. It's called by `vllm_ascend/platform::NPUPlatform::pre_register_and_update` very early when vLLM is initialized.
- For online mode, vLLM process calls the platform patch in `vllm/vllm/engine/arg_utils.py::AsyncEngineArgs.add_cli_args` when parsing the cli args.
- For offline mode, vLLM process calls the platform patch in `vllm/vllm/engine/arg_utils.py::EngineArgs.create_engine_config` when parsing the input parameters.
- **worker**: The patch code in this directory is for patching the code in vLLM worker process. It's called by `vllm_ascend/worker/worker_v1::NPUWorker::__init__` when the vLLM worker process is initialized.
- **worker**: The patch code in this directory is for patching the code in vLLM worker process. It's called by `vllm_ascend/worker/worker::NPUWorker::__init__` when the vLLM worker process is initialized.
- For both online and offline mode, vLLM engine core process calls the worker patch in `vllm/vllm/worker/worker_base.py::WorkerWrapperBase.init_worker` when initializing the worker process.
## How to write a patch