kv_transfer_state.py

# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from typing import TYPE_CHECKING

from vllm import envs
from vllm.distributed.kv_transfer.kv_connector.base import KVConnectorBaseType
from vllm.distributed.kv_transfer.kv_connector.factory import KVConnectorFactory
from vllm.distributed.kv_transfer.kv_connector.v1 import (
    KVConnectorBase_V1,
    KVConnectorRole,
)

if TYPE_CHECKING:
    from vllm.config import VllmConfig

_KV_CONNECTOR_AGENT: KVConnectorBaseType | None = None


def get_kv_transfer_group() -> KVConnectorBaseType:
    assert _KV_CONNECTOR_AGENT is not None, (
        "disaggregated KV cache transfer parallel group is not initialized"
    )
    return _KV_CONNECTOR_AGENT


def has_kv_transfer_group() -> bool:
    return _KV_CONNECTOR_AGENT is not None


def is_v1_kv_transfer_group(connector: KVConnectorBaseType | None = None) -> bool:
    """Check if the KV connector is the v1 connector.
    If the argument is None, it will check the global KV connector

    Args:
        connector: The KV connector to check. If None, it will check the
            global KV connector.

    Note:
        This function will no-longer be needed after the v1 KV connector
        becomes the default.
    """
    if connector is None:
        connector = _KV_CONNECTOR_AGENT

    if connector is None:
        return False

    return isinstance(connector, KVConnectorBase_V1)


def ensure_kv_transfer_initialized(vllm_config: "VllmConfig") -> None:
    """
    Initialize KV cache transfer parallel group.
    """

    global _KV_CONNECTOR_AGENT

    if vllm_config.kv_transfer_config is None:
        return

    if (
        vllm_config.kv_transfer_config.is_kv_transfer_instance
        and _KV_CONNECTOR_AGENT is None
    ):
        if envs.VLLM_USE_V1:
            _KV_CONNECTOR_AGENT = KVConnectorFactory.create_connector(
                config=vllm_config, role=KVConnectorRole.WORKER
            )
        else:
            raise ValueError("V0 is no longer supported")


def ensure_kv_transfer_shutdown() -> None:
    global _KV_CONNECTOR_AGENT
    if _KV_CONNECTOR_AGENT is not None:
        _KV_CONNECTOR_AGENT.shutdown()
        _KV_CONNECTOR_AGENT = None