44 lines
2.0 KiB
Python
44 lines
2.0 KiB
Python
import threading
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class GlobalTE:
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def __init__(self):
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self.transfer_engine = None
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self.is_register_buffer: bool = False
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self.transfer_engine_lock = threading.Lock()
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self.register_buffer_lock = threading.Lock()
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def get_transfer_engine(self, hostname: str, device_name: str | None):
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if self.transfer_engine is None:
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with self.transfer_engine_lock:
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# Double-Checked Locking
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if self.transfer_engine is None:
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try:
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from mooncake.engine import TransferEngine # type: ignore
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except ImportError as e:
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raise ImportError(
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"Please install mooncake by following the instructions at "
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"https://github.com/kvcache-ai/Mooncake/blob/main/doc/en/build.md " # noqa: E501
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"to run vLLM with MooncakeConnector."
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) from e
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self.transfer_engine = TransferEngine()
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device_name = device_name if device_name is not None else ""
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ret_value = self.transfer_engine.initialize(hostname, "P2PHANDSHAKE", "ascend", device_name)
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if ret_value != 0:
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raise RuntimeError(f"TransferEngine initialization failed with ret_value: {ret_value}")
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return self.transfer_engine
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def register_buffer(self, ptrs: list[int], sizes: list[int]):
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with self.register_buffer_lock:
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assert self.transfer_engine is not None, "Transfer engine must be initialized"
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if self.is_register_buffer:
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return
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for ptr, size in zip(ptrs, sizes):
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ret_value = self.transfer_engine.register_memory(ptr, size)
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if ret_value != 0:
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raise RuntimeError("Mooncake memory registration failed.")
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self.is_register_buffer = True
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global_te = GlobalTE()
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