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@@ -0,0 +1,8 @@
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from sglang.srt.debug_utils.schedule_simulator.routers.base import RouterPolicy
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from sglang.srt.debug_utils.schedule_simulator.routers.random_router import RandomRouter
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from sglang.srt.debug_utils.schedule_simulator.routers.round_robin_router import (
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RoundRobinRouter,
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)
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from sglang.srt.debug_utils.schedule_simulator.routers.sticky_router import StickyRouter
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__all__ = ["RouterPolicy", "RandomRouter", "RoundRobinRouter", "StickyRouter"]
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@@ -0,0 +1,8 @@
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from abc import ABC, abstractmethod
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from sglang.srt.debug_utils.schedule_simulator.request import SimRequest
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class RouterPolicy(ABC):
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@abstractmethod
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def route(self, incoming_request: SimRequest) -> int: ...
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@@ -0,0 +1,12 @@
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import random
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from sglang.srt.debug_utils.schedule_simulator.request import SimRequest
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from sglang.srt.debug_utils.schedule_simulator.routers.base import RouterPolicy
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class RandomRouter(RouterPolicy):
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def __init__(self, num_gpus: int):
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self._num_gpus = num_gpus
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def route(self, incoming_request: SimRequest) -> int:
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return random.randint(0, self._num_gpus - 1)
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@@ -0,0 +1,13 @@
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from sglang.srt.debug_utils.schedule_simulator.request import SimRequest
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from sglang.srt.debug_utils.schedule_simulator.routers.base import RouterPolicy
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class RoundRobinRouter(RouterPolicy):
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def __init__(self, num_gpus: int):
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self._num_gpus = num_gpus
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self._counter = 0
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def route(self, incoming_request: SimRequest) -> int:
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gpu_id = self._counter % self._num_gpus
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self._counter += 1
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return gpu_id
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@@ -0,0 +1,20 @@
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import random
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from collections import defaultdict
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from sglang.srt.debug_utils.schedule_simulator.request import SimRequest
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from sglang.srt.debug_utils.schedule_simulator.routers.base import RouterPolicy
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class StickyRouter(RouterPolicy):
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def __init__(self, num_gpus: int):
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self._num_gpus = num_gpus
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self._group_to_gpu = defaultdict(self._assign_gpu)
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def _assign_gpu(self) -> int:
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return random.randint(0, self._num_gpus - 1)
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def route(self, incoming_request: SimRequest) -> int:
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group_id = incoming_request.group_id
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if group_id is None:
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return random.randint(0, self._num_gpus - 1)
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return self._group_to_gpu[group_id]
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