[Optimization] The pre- and post-processing pipeline do not perform dict conversion (#5494)

* to_request_for_infer initial commit

* refact to from_chat_completion_request

* preprocess use request initial commit

* bugfix

* processors refact to using request

* bug fix

* refact Request from_generic_request

* post process initial commit

* bugfix

* postprocess second commit

* bugfix

* serving_embedding initial commit

* serving_reward initial commit

* bugfix

* replace function name

* async_llm initial commit

* offline initial commit and fix bug

* bugfix

* fix async_llm

* remove add speculate_metrics into data

* fix logprobs bug

* fix echo bug

* fix bug

* fix reasoning_max_tokens

* bugfix

* bugfix and modify unittest

* bugfix and modify unit test

* bugfix

* bugfix

* bugfix

* modify unittest

* fix error when reasong_content is none for text_processor

* remove some unnessary logic

* revert removed logic

* implement add and set method for RequestOutput and refact code

* modify unit test

* modify unit test

* union process_request and process_request_obj

* remove a unit test

* union process_response and process_response_obj

* support qwen3_vl_processor

* modify unittest and remove comments

* fix prompt_logprobs

* fix codestyle

* add v1

* v1

* fix unit test

* fix unit test

* fix pre-commit

* fix

* add process request

* add process request

* fix

* fix

* fix unit test

* fix unit test

* fix unit test

* fix unit test

* fix unit test

* remove file

* add unit test

* add unit test

* add unit test

* fix unit test

* fix unit test

* fix

* fix

---------

Co-authored-by: Jiaxin Sui <95567040+plusNew001@users.noreply.github.com>
Co-authored-by: luukunn <981429396@qq.com>
Co-authored-by: luukunn <83932082+luukunn@users.noreply.github.com>
Co-authored-by: Zhang Yulong <35552275+ZhangYulongg@users.noreply.github.com>

fastdeploy/__init__.py

@@ -47,7 +47,12 @@ from paddleformers.utils.log import logger as pf_logger
 
 from fastdeploy.engine.sampling_params import SamplingParams
 from fastdeploy.entrypoints.llm import LLM
-from fastdeploy.utils import console_logger, current_package_version, envs, get_version_info
+from fastdeploy.utils import (
+    console_logger,
+    current_package_version,
+    envs,
+    get_version_info,
+)
 
 paddle.compat.enable_torch_proxy(scope={"triton"})
 # paddle.compat.enable_torch_proxy(scope={"triton"}) enables the torch proxy
@@ -81,7 +86,7 @@ try:
     if version_info is not None and "paddle_commit" in version_info:
         build_paddle_commit = version_info["paddle_commit"]
         runtime_paddle_commit = paddle.version.commit
-        
+
         if build_paddle_commit != runtime_paddle_commit:
             console_logger.warning(
                 f"The Paddle version in the current runtime environment is inconsistent with the Paddle code version "