fix format

Signed-off-by: inkcherry <mingzhi.liu@amd.com>

vllm/distributed/kv_transfer/kv_connector/v1/moriio_connector.py

@@ -544,23 +544,26 @@ class MoRIIOWrapper:
         dp_rank: Data parallel rank
     """
 
-    def __init__(self, moriio_engine=None, tp_rank=0, dp_rank=0):
+    def __init__(
+        self,
+        moriio_engine: Optional["IOEngine"] = None,
+        tp_rank: int = 0,
+        dp_rank: int = 0,
+    ):
         self.tp_rank = tp_rank
         self.dp_rank = dp_rank
         self.moriio_engine = moriio_engine
         self.remote_memory_metadata = None
         self.local_memory_registered = False
         self.local_memory_metadata = None
-        self.transfer_status = []
+        self.transfer_status: list[Any] = []
-        self.remote_engine_ip = None
+        self.remote_engine_ip: str | None = None
-        self.notify_port = None
+        self.notify_port: int | None = None
-        self.notify_sock = None
         self.lock = threading.Lock()
-        self.done_req_ids = []
+        self.done_req_ids: list[str] = []
         self.done_remote_allocate_req_dict: dict[str, RemoteAllocInfo] = {}
-        self.done_write_cache_req_ids = []
+        self.done_write_cache_req_ids: list[str] = []
-        self.notify_thread = None
+        self.notify_thread: threading.Thread | None = None
-        self.sock = None
         self.sessions: list[IOEngine.Session] = []
         self.paths: dict[str, zmq.Socket] = {}
 
@@ -571,6 +574,7 @@ class MoRIIOWrapper:
         self.moriio_engine = moriio_engine
 
     def set_backend_type(self, backend_type):
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         qp_per_transfer = int(os.getenv("VLLM_MORI_QP_PER_TRANSFER", "1"))
         post_batch_size = int(os.getenv("VLLM_MORI_POST_BATCH_SIZE", "-1"))
         num_worker_threads = int(os.getenv("VLLM_MORI_NUM_WORKERS", "1"))
@@ -584,20 +588,26 @@ class MoRIIOWrapper:
         self.moriio_engine.create_backend(backend_type, rdma_cfg)
 
     def get_agent_metadata(self):
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         engine_metadata = self.moriio_engine.get_engine_desc()
         engine_metadata_packed = engine_metadata.pack()
         return engine_metadata_packed
 
     def register_remote_engine(self, remote_packed_engine_metadata):
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         consumer_engine_metadata = EngineDesc.unpack(remote_packed_engine_metadata)
         self.moriio_engine.register_remote_engine(consumer_engine_metadata)
         return consumer_engine_metadata.key
 
     def register_local_tensor(self, tensor: torch.Tensor):
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         try:
             self.local_memory_metadata = self.moriio_engine.register_torch_tensor(
                 tensor
             )
+            assert self.local_memory_metadata is not None, (
+                "register_torch_tensor returned None"
+            )
             local_memory_metadata_packed = self.local_memory_metadata.pack()
         except Exception as e:
             raise MoRIIOError(f"Failed to register local memory: {e}") from e
@@ -608,6 +618,7 @@ class MoRIIOWrapper:
         return MemoryDesc.unpack(packed_memory_metadata)
 
     def build_session(self, local_memory_metadata, remote_memory_metadata):
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         return self.moriio_engine.create_session(
             local_memory_metadata, remote_memory_metadata
         )
@@ -616,7 +627,7 @@ class MoRIIOWrapper:
         self, transfer_size_byte, local_offset=0, remote_offset=0, session=None
     ):
         assert self.local_memory_registered, "You have not register local memory data!"
-
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         transfer_status = session.batch_read(
             local_offset,
             remote_offset,
@@ -630,6 +641,7 @@ class MoRIIOWrapper:
         self, transfer_size_byte, local_offset=0, remote_offset=0, session=None
     ):
         assert self.local_memory_registered, "You have not register local memory data!"
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         write_uid = self.moriio_engine.allocate_transfer_uid()
 
         transfer_status = session.batch_write(
@@ -642,7 +654,7 @@ class MoRIIOWrapper:
         self, transfer_size_byte, local_offset=0, remote_offset=0, sess_idx=0
     ):
         assert self.local_memory_registered, "You have not register local memory data!"
-
+        assert self.moriio_engine is not None, "MoRIIO engine must be set first"
         transfer_status = self.sessions[sess_idx].write(
             local_offset,
             remote_offset,
@@ -1052,7 +1064,6 @@ class MoRIIOConnectorScheduler:
             set_role(ROLE.CONSUMER)
         # Reqs to send and their expiration time
         self._reqs_need_send: dict[ReqId, float] = {}
-        self.sock = None
         self.paths: dict[str, zmq.Socket] = {}
 
     def get_num_new_matched_tokens(