frontend.py

# 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.

import os
import subprocess

from components.processor import Processor
from components.routerless.worker import VllmWorkerRouterLess
from components.worker import VllmWorker
from pydantic import BaseModel

from dynamo.sdk import depends, service
from dynamo.sdk.lib.config import ServiceConfig


class FrontendConfig(BaseModel):
    model: str
    endpoint: str
    port: int = 8080


@service(
    resources={"cpu": "10", "memory": "20Gi"},
    workers=1,
)

# todo this should be called ApiServer
class Frontend:
    worker = depends(VllmWorker)
    worker_routerless = depends(VllmWorkerRouterLess)
    processor = depends(Processor)

    def __init__(self):
        config = ServiceConfig.get_instance()
        frontend_config = FrontendConfig(**config.get("Frontend", {}))

        os.environ["TRT_LOG"] = "DEBUG"
        subprocess.run(
            ["llmctl", "http", "remove", "chat-models", frontend_config.model]
        )
        subprocess.run(
            [
                "llmctl",
                "http",
                "add",
                "chat-models",
                frontend_config.model,
                frontend_config.endpoint,
            ]
        )

        subprocess.run(
            ["http", "-p", str(frontend_config.port)], stdout=None, stderr=None
        )