enginex-bi_150-vllm/vllm/entrypoints/serve/rlhf/api_router.py

# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project

import json
from http import HTTPStatus
from typing import Annotated

from fastapi import APIRouter, FastAPI, HTTPException, Query, Request
from fastapi.responses import JSONResponse

import vllm.envs as envs
from vllm.distributed.weight_transfer.base import (
    WeightTransferInitRequest,
    WeightTransferUpdateRequest,
)
from vllm.engine.protocol import EngineClient
from vllm.logger import init_logger
from vllm.v1.engine import PauseMode

logger = init_logger(__name__)


def engine_client(request: Request) -> EngineClient:
    return request.app.state.engine_client


router = APIRouter()


@router.post("/pause")
async def pause_generation(
    raw_request: Request,
    mode: Annotated[PauseMode, Query()] = "abort",
    wait_for_inflight_requests: bool = Query(False),
    clear_cache: Annotated[bool, Query()] = True,
) -> JSONResponse:
    """Pause generation requests to allow weight updates.

    Args:
        mode: How to handle in-flight requests:
            - ``"abort"``: Abort all in-flight requests immediately (default).
            - ``"wait"``: Wait for in-flight requests to complete.
            - ``"keep"``: Freeze requests in queue; they resume on /resume.
        wait_for_inflight_requests: DEPRECATED. Use ``mode="wait"`` instead.
        clear_cache: DEPRECATED. Whether to clear KV/prefix caches after
            draining. Ignored when mode="keep".
    """

    engine = engine_client(raw_request)

    try:
        await engine.pause_generation(
            mode=mode,
            clear_cache=clear_cache,
            wait_for_inflight_requests=wait_for_inflight_requests,
        )
        return JSONResponse(
            content={"status": "paused"},
            status_code=HTTPStatus.OK.value,
        )

    except ValueError as err:
        return JSONResponse(
            content={"error": str(err)},
            status_code=HTTPStatus.BAD_REQUEST.value,
        )
    except Exception as err:  # pragma: no cover - defensive
        logger.exception("Failed to pause generation")
        return JSONResponse(
            content={"error": f"Failed to pause generation: {err}"},
            status_code=HTTPStatus.INTERNAL_SERVER_ERROR.value,
        )


@router.post("/resume")
async def resume_generation(raw_request: Request) -> JSONResponse:
    """Resume generation after a pause."""

    engine = engine_client(raw_request)

    try:
        await engine.resume_generation()
        return JSONResponse(
            content={"status": "resumed"},
            status_code=HTTPStatus.OK.value,
        )
    except Exception as err:  # pragma: no cover - defensive
        logger.exception("Failed to resume generation")
        return JSONResponse(
            content={"error": f"Failed to resume generation: {err}"},
            status_code=HTTPStatus.INTERNAL_SERVER_ERROR.value,
        )


@router.get("/is_paused")
async def is_paused(raw_request: Request) -> JSONResponse:
    """Return the current pause status."""

    engine = engine_client(raw_request)

    try:
        paused = await engine.is_paused()
    except Exception as err:  # pragma: no cover - defensive
        logger.exception("Failed to fetch pause status")
        return JSONResponse(
            content={"error": f"Failed to fetch pause status: {err}"},
            status_code=HTTPStatus.INTERNAL_SERVER_ERROR.value,
        )

    return JSONResponse(content={"is_paused": paused})


@router.post("/init_weight_transfer_engine")
async def init_weight_transfer_engine(raw_request: Request):
    try:
        body = await raw_request.json()
    except json.JSONDecodeError as e:
        raise HTTPException(status_code=400, detail="Invalid JSON format") from e  # noqa: B904
    init_info = body.get("init_info")
    if init_info is None:
        raise HTTPException(
            status_code=HTTPStatus.BAD_REQUEST.value,
            detail="Missing 'init_info' in request body",
        )
    await engine_client(raw_request).init_weight_transfer_engine(
        WeightTransferInitRequest(init_info=init_info)
    )
    return JSONResponse(content={"message": "Weight transfer initialized"})


@router.post("/update_weights")
async def update_weights(raw_request: Request):
    try:
        body = await raw_request.json()
    except json.JSONDecodeError as e:
        raise HTTPException(status_code=400, detail="Invalid JSON format") from e  # noqa: B904
    update_info = body.get("update_info")
    if update_info is None:
        raise HTTPException(
            status_code=HTTPStatus.BAD_REQUEST.value,
            detail="Missing 'update_info' in request body",
        )
    await engine_client(raw_request).update_weights(
        request=WeightTransferUpdateRequest(update_info=update_info)
    )
    return JSONResponse(content={"message": "Weights updated"})


@router.get("/get_world_size")
async def get_world_size(
    raw_request: Request,
    include_dp: bool = Query(True),
):
    """Get the world size from the parallel config.

    Args:
        include_dp: If True (default), returns the world size including
            data parallelism (TP * PP * DP). If False, returns the world
            size without data parallelism (TP * PP).
    """
    parallel_config = engine_client(raw_request).vllm_config.parallel_config
    if include_dp:
        world_size = parallel_config.world_size_across_dp
    else:
        world_size = parallel_config.world_size
    return JSONResponse(content={"world_size": world_size})


def attach_router(app: FastAPI):
    if not envs.VLLM_SERVER_DEV_MODE:
        return
    app.include_router(router)