[Feature] mm support prefix cache (#4134)

* support mm prefix caching

* update code

* fix mm_hashes

* support encoder cache

* add encoder cache

* update code

* update encoder cache

* fix features bug

* fix worker bug

* support processor cache, need to optimize yet

* refactor multimodal data cache

* update code

* update code

* update v1 scheduler

* update code

* update code

* update codestyle

* support turn off processor cache and encoder cache

* update pre-commit

* fix code

* solve review

* update code

* update code

* update test case

* set processor cache in GiB

* update test case

* support mm prefix caching for qwen model

* fix code style check

* update pre-commit

* fix unit test

* fix unit test

* add ci test case

* fix rescheduled bug

* change text_after_process to prompt_tokens

* fix unit test

* fix chat template

* change model path

* [EP] fix adapter bugs (#4572)

* Update expert_service.py

* Update common_engine.py

* Update expert_service.py

* fix v1 hang bug (#4573)

* fix import image_ops error on some platforms (#4559)

* [CLI]Update parameters in bench latecy cli tool and fix collect-env cli tool (#4558)

* add collect-env

* del files

* [Graph Optimization] Add dy_runnable and introduce cudagraph_switch_threshold for cudagraph mode switching (#4578)

* add new branch for sot

* reorder

* fix batch bug

* [XPU]Moe uses a new operator (#4585)

* [XPU]Moe uses a new operator

* [XPU]Moe uses a new operator

* update response

* [Feature] Support Paddle-OCR (#4396)

* init

* update code

* fix code style & disable thinking

* adapt for common_engine.update_mm_requests_chunk_size

* use 3d rope

* use flash_attn_unpadded

* opt siglip

* update to be compatible with the latest codebase

* fix typo

* optim OCR performance

* fix bug

* fix bug

* fix bug

* fix bug

* normlize name

* modify xpu rope

* revert logger

* fix bug

* fix bug

* fix bug

* support default_v1

* optim performance

* fix bug

---------

Co-authored-by: root <root@szzj-acg-tge1-fdda9.szzj.baidu.com>
Co-authored-by: zhangyue66 <zhangyue66@baidu.com>

* [DataProcessor] add reasoning_tokens into usage info (#4520)

* add reasoning_tokens into usage info initial commit

* add unit tests

* modify unit test

* modify and add unit tests

* fix unit test

* move steam usage to processor

* modify processor

* modify test_logprobs

* modify test_logprobs.py

* modify stream reasoning tokens accumulation

* fix unit test

* perf: Optimize task queue communication from engine to worker (#4531)

* perf: Optimize task queue communication from engine to worker

* perf: get_tasks to numpy

* perf: get_tasks remove to_numpy

* fix: request & replace ENV

* remove test_e2w_perf.py

* fix code style

---------

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>

* Clean up ports after processing results (#4587)

* [CI] Add /re-run command in PR comments to restart failed CI workflows (#4593)

* [Others] api server exits when worker process is dead (#3271)

* [fix] fix terminal hangs when worker process is dead

* [chore] change sleep time of monitor

* [chore] remove redundant comments

* update docs

---------

Co-authored-by: ApplEOFDiscord <wwy640130@163.com>
Co-authored-by: ApplEOFDiscord <31272106+ApplEOFDiscord@users.noreply.github.com>
Co-authored-by: ltd0924 <32387785+ltd0924@users.noreply.github.com>
Co-authored-by: yinwei <yinwei_hust@163.com>
Co-authored-by: JYChen <zoooo0820@qq.com>
Co-authored-by: qwes5s5 <45442318+qwes5s5@users.noreply.github.com>
Co-authored-by: Ryan <zihaohuang@aliyun.com>
Co-authored-by: yyssys <atyangshuang@foxmail.com>
Co-authored-by: ming1753 <61511741+ming1753@users.noreply.github.com>
Co-authored-by: root <root@szzj-acg-tge1-fdda9.szzj.baidu.com>
Co-authored-by: zhangyue66 <zhangyue66@baidu.com>
Co-authored-by: kxz2002 <115912648+kxz2002@users.noreply.github.com>
Co-authored-by: SunLei <sunlei5788@gmail.com>
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>
Co-authored-by: Zhang Yulong <35552275+ZhangYulongg@users.noreply.github.com>
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
Co-authored-by: 李泳桦 <39643373+liyonghua0910@users.noreply.github.com>

fastdeploy/entrypoints/openai/api_server.py

@@ -193,6 +193,7 @@ async def lifespan(app: FastAPI):
         tool_parser=args.tool_call_parser,
         enable_prefix_caching=args.enable_prefix_caching,
         splitwise_role=args.splitwise_role,
+        max_processor_cache=args.max_processor_cache,
     )
     await engine_client.connection_manager.initialize()
     app.state.dynamic_load_weight = args.dynamic_load_weight

fastdeploy/entrypoints/openai/protocol.py

@@ -470,6 +470,8 @@ class CompletionRequest(BaseModel):
     max_streaming_response_tokens: Optional[int] = None
     return_token_ids: Optional[bool] = None
     prompt_token_ids: Optional[Union[List[int], List[List[int]]]] = None
+
+    mm_hashes: Optional[list] = None
     # doc: end-completion-extra-params
 
     def to_dict_for_infer(self, request_id=None, prompt=None):
@@ -527,6 +529,9 @@ class CompletionRequest(BaseModel):
             if item is not None:
                 req_dict[key] = item
 
+        if self.mm_hashes is not None and len(self.mm_hashes) > 0:
+            req_dict["mm_hashes"] = self.mm_hashes
+
         return req_dict
 
     @model_validator(mode="before")
@@ -553,6 +558,9 @@ class CompletionRequest(BaseModel):
                 "('guided_json', 'guided_regex', 'guided_choice', 'guided_grammar')."
             )
 
+        if data.get("mm_hashes", None):
+            assert isinstance(data["mm_hashes"], list), "`mm_hashes` must be a list."
+
         return data
 
 
@@ -618,6 +626,8 @@ class ChatCompletionRequest(BaseModel):
     prompt_token_ids: Optional[List[int]] = None
     max_streaming_response_tokens: Optional[int] = None
     disable_chat_template: Optional[bool] = False
+
+    mm_hashes: Optional[list] = None
     completion_token_ids: Optional[List[int]] = None
     # doc: end-chat-completion-extra-params
 
@@ -694,6 +704,9 @@ class ChatCompletionRequest(BaseModel):
             if item is not None:
                 req_dict[key] = item
 
+        if self.mm_hashes is not None and len(self.mm_hashes) > 0:
+            req_dict["mm_hashes"] = self.mm_hashes
+
         return req_dict
 
     @model_validator(mode="before")
@@ -721,6 +734,9 @@ class ChatCompletionRequest(BaseModel):
                 "('guided_json', 'guided_regex', 'guided_choice', 'guided_grammar', 'structural_tag')."
             )
 
+        if data.get("mm_hashes", None):
+            assert isinstance(data["mm_hashes"], list), "`mm_hashes` must be a list."
+
         return data
 
     @model_validator(mode="before")