# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: Apache-2.0 # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from vllm.logger import logger as vllm_logger class PyDisaggregatedRouter: def __init__( self, runtime, served_model_name, max_local_prefill_length=1000, max_prefill_queue_size=2, ): self.runtime = runtime self.served_model_name = served_model_name self.max_local_prefill_length = max_local_prefill_length self.max_prefill_queue_size = max_prefill_queue_size def prefill_remote( self, prompt_length: int, prefix_hit_rate: float, queue_size: int ): absolute_prefill_length = int(prompt_length * (1 - prefix_hit_rate)) # TODO: consider size of each request in the queue when making the decision decision = ( absolute_prefill_length > self.max_local_prefill_length and queue_size < self.max_prefill_queue_size ) vllm_logger.info( f"Remote prefill: {decision} (prefill length: {absolute_prefill_length}/{prompt_length}, prefill queue size: {queue_size}/{self.max_prefill_queue_size})" ) return decision