"vllm/model_executor/models/rnj1.py" did not exist on "02f0c7b220422792f5e53de2a7d51d2d3ff2df28"
http.rs 10.6 KB
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// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0

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use std::sync::Arc;

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use crate::{
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    discovery::{ModelManager, ModelUpdate, ModelWatcher, MODEL_ROOT_PATH},
    endpoint_type::EndpointType,
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    engines::StreamingEngineAdapter,
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    entrypoint::{self, input::common, EngineConfig},
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    http::service::service_v2::{self, HttpService},
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    kv_router::KvRouterConfig,
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    model_type::ModelType,
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    types::openai::{
        chat_completions::{NvCreateChatCompletionRequest, NvCreateChatCompletionStreamResponse},
        completions::{NvCreateCompletionRequest, NvCreateCompletionResponse},
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    },
};
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use dynamo_runtime::transports::etcd;
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use dynamo_runtime::{distributed::DistributedConfig, pipeline::RouterMode};
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use dynamo_runtime::{DistributedRuntime, Runtime};
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/// Build and run an HTTP service
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pub async fn run(runtime: Runtime, engine_config: EngineConfig) -> anyhow::Result<()> {
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    let local_model = engine_config.local_model();
    let mut http_service_builder = match (local_model.tls_cert_path(), local_model.tls_key_path()) {
        (Some(tls_cert_path), Some(tls_key_path)) => {
            if !tls_cert_path.exists() {
                anyhow::bail!("TLS certificate not found: {}", tls_cert_path.display());
            }
            if !tls_key_path.exists() {
                anyhow::bail!("TLS key not found: {}", tls_key_path.display());
            }
            service_v2::HttpService::builder()
                .enable_tls(true)
                .tls_cert_path(Some(tls_cert_path.to_path_buf()))
                .tls_key_path(Some(tls_key_path.to_path_buf()))
                .port(local_model.http_port())
        }
        (None, None) => service_v2::HttpService::builder().port(local_model.http_port()),
        (_, _) => {
            // CLI should prevent us ever getting here
            anyhow::bail!(
                "Both --tls-cert-path and --tls-key-path must be provided together to enable TLS"
            );
        }
    };
    http_service_builder =
        http_service_builder.with_request_template(engine_config.local_model().request_template());
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    let http_service = match engine_config {
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        EngineConfig::Dynamic(_) => {
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            let distributed_runtime = DistributedRuntime::from_settings(runtime.clone()).await?;
            let etcd_client = distributed_runtime.etcd_client();
            // This allows the /health endpoint to query etcd for active instances
            http_service_builder = http_service_builder.with_etcd_client(etcd_client.clone());
            let http_service = http_service_builder.build()?;
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            match etcd_client {
                Some(ref etcd_client) => {
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                    let router_config = engine_config.local_model().router_config();
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                    // Listen for models registering themselves in etcd, add them to HTTP service
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                    run_watcher(
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                        distributed_runtime,
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                        http_service.state().manager_clone(),
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                        etcd_client.clone(),
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                        MODEL_ROOT_PATH,
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                        router_config.router_mode,
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                        Some(router_config.kv_router_config),
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                        router_config.busy_threshold,
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                        Arc::new(http_service.clone()),
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                    )
                    .await?;
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                }
                None => {
                    // Static endpoints don't need discovery
                }
            }
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            http_service
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        }
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        EngineConfig::StaticRemote(local_model) => {
            let card = local_model.card();
            let router_mode = local_model.router_config().router_mode;

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            let dst_config = DistributedConfig::from_settings(true); // true means static
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            let distributed_runtime = DistributedRuntime::new(runtime.clone(), dst_config).await?;
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            let http_service = http_service_builder.build()?;
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            let manager = http_service.model_manager();

            let endpoint_id = local_model.endpoint_id();
            let component = distributed_runtime
                .namespace(&endpoint_id.namespace)?
                .component(&endpoint_id.component)?;
            let client = component.endpoint(&endpoint_id.name).client().await?;

            let kv_chooser = if router_mode == RouterMode::KV {
                Some(
                    manager
                        .kv_chooser_for(
                            local_model.display_name(),
                            &component,
                            card.kv_cache_block_size,
                            Some(local_model.router_config().kv_router_config),
                        )
                        .await?,
                )
            } else {
                None
            };

            let chat_engine = entrypoint::build_routed_pipeline::<
                NvCreateChatCompletionRequest,
                NvCreateChatCompletionStreamResponse,
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            >(card, &client, router_mode, None, kv_chooser.clone())
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            .await?;
            manager.add_chat_completions_model(local_model.display_name(), chat_engine)?;

            let completions_engine = entrypoint::build_routed_pipeline::<
                NvCreateCompletionRequest,
                NvCreateCompletionResponse,
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            >(card, &client, router_mode, None, kv_chooser)
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            .await?;
            manager.add_completions_model(local_model.display_name(), completions_engine)?;
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            for endpoint_type in EndpointType::all() {
                http_service
                    .enable_model_endpoint(endpoint_type, true)
                    .await;
            }

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            http_service
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        }
        EngineConfig::StaticFull { engine, model, .. } => {
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            let http_service = http_service_builder.build()?;
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            let engine = Arc::new(StreamingEngineAdapter::new(engine));
            let manager = http_service.model_manager();
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            manager.add_completions_model(model.service_name(), engine.clone())?;
            manager.add_chat_completions_model(model.service_name(), engine)?;
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            // Enable all endpoints
            for endpoint_type in EndpointType::all() {
                http_service
                    .enable_model_endpoint(endpoint_type, true)
                    .await;
            }
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            http_service
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        }
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        EngineConfig::StaticCore {
            engine: inner_engine,
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            model,
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            ..
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        } => {
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            let http_service = http_service_builder.build()?;
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            let manager = http_service.model_manager();

            let chat_pipeline = common::build_pipeline::<
                NvCreateChatCompletionRequest,
                NvCreateChatCompletionStreamResponse,
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            >(model.card(), inner_engine.clone())
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            .await?;
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            manager.add_chat_completions_model(model.service_name(), chat_pipeline)?;
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            let cmpl_pipeline = common::build_pipeline::<
                NvCreateCompletionRequest,
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                NvCreateCompletionResponse,
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            >(model.card(), inner_engine)
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            .await?;
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            manager.add_completions_model(model.service_name(), cmpl_pipeline)?;
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            // Enable all endpoints
            for endpoint_type in EndpointType::all() {
                http_service
                    .enable_model_endpoint(endpoint_type, true)
                    .await;
            }
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            http_service
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        }
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    };
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    tracing::debug!(
        "Supported routes: {:?}",
        http_service
            .route_docs()
            .iter()
            .map(|rd| rd.to_string())
            .collect::<Vec<String>>()
    );
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    http_service.run(runtime.primary_token()).await?;
    runtime.shutdown(); // Cancel primary token
    Ok(())
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}
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/// Spawns a task that watches for new models in etcd at network_prefix,
/// and registers them with the ModelManager so that the HTTP service can use them.
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#[allow(clippy::too_many_arguments)]
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async fn run_watcher(
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    runtime: DistributedRuntime,
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    model_manager: Arc<ModelManager>,
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    etcd_client: etcd::Client,
    network_prefix: &str,
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    router_mode: RouterMode,
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    kv_router_config: Option<KvRouterConfig>,
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    busy_threshold: Option<f64>,
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    http_service: Arc<HttpService>,
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) -> anyhow::Result<()> {
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    let mut watch_obj = ModelWatcher::new(
        runtime,
        model_manager,
        router_mode,
        kv_router_config,
        busy_threshold,
    );
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    tracing::info!("Watching for remote model at {network_prefix}");
    let models_watcher = etcd_client.kv_get_and_watch_prefix(network_prefix).await?;
    let (_prefix, _watcher, receiver) = models_watcher.dissolve();
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    // Create a channel to receive model type updates
    let (tx, mut rx) = tokio::sync::mpsc::channel(32);

    watch_obj.set_notify_on_model_update(tx);

    // Spawn a task to watch for model type changes and update HTTP service endpoints
    let _endpoint_enabler_task = tokio::spawn(async move {
        while let Some(model_type) = rx.recv().await {
            tracing::debug!("Received model type update: {:?}", model_type);
            update_http_endpoints(http_service.clone(), model_type).await;
        }
    });

    // Pass the sender to the watcher
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    let _watcher_task = tokio::spawn(async move {
        watch_obj.watch(receiver).await;
    });
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    Ok(())
}
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/// Updates HTTP service endpoints based on available model types
async fn update_http_endpoints(service: Arc<HttpService>, model_type: ModelUpdate) {
    tracing::debug!(
        "Updating HTTP service endpoints for model type: {:?}",
        model_type
    );
    match model_type {
        ModelUpdate::Added(model_type) => match model_type {
            ModelType::Backend => {
                service
                    .enable_model_endpoint(EndpointType::Chat, true)
                    .await;
                service
                    .enable_model_endpoint(EndpointType::Completion, true)
                    .await;
            }
            _ => {
                service
                    .enable_model_endpoint(model_type.as_endpoint_type(), true)
                    .await;
            }
        },
        ModelUpdate::Removed(model_type) => match model_type {
            ModelType::Backend => {
                service
                    .enable_model_endpoint(EndpointType::Chat, false)
                    .await;
                service
                    .enable_model_endpoint(EndpointType::Completion, false)
                    .await;
            }
            _ => {
                service
                    .enable_model_endpoint(model_type.as_endpoint_type(), false)
                    .await;
            }
        },
    }
}