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"2021" + +[[bin]] +name = "router" +path = "src/main.rs" + +[lib] +name = "router" +crate-type = ["cdylib"] + +[dependencies] +actix-web = "4.0" +serde = { version = "1.0", features = ["derive"] } +clap = { version = "4.4", features = ["derive"] } +bytes = "1.8.0" +rand = "0.8.5" +reqwest = { version = "0.12.8", features = ["stream"] } +futures-util = "0.3" +serde_json = "=1.0.1" +pyo3 = { version = "0.22.5", features = ["extension-module"] } \ No newline at end of file diff --git a/rust/readme.md b/rust/readme.md new file mode 100644 index 000000000..f73dd71ca --- /dev/null +++ b/rust/readme.md @@ -0,0 +1,77 @@ +# SGLang Router + +SGLang router is a standalone module implemented in Rust to achieve data parallelism across SGLang instances. + +### Installation + +1. Install Rust +```bash +# Install rustup (Rust installer and version manager) +curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh + +# Follow the installation prompts, then reload your shell +source $HOME/.cargo/env + +# Verify installation +rustc --version +cargo --version +``` + +2. Build the router +```bash +# Navigate to the rust directory +cd ./rust + +# Build the project +cargo build + +# Verify the binary works correctly +./target/debug/router --help +``` + +The help command will show available options: +``` +Usage: router [OPTIONS] + +Options: + --host [default: 127.0.0.1] + --port [default: 3001] + --worker-urls + --policy [default: round_robin] [possible values: round_robin, random] + -h, --help Print help + -V, --version Print version +``` + +### Setting Up Workers + +1. Launch worker instances +```bash +# Launch first worker on GPU 0 +export CUDA_VISIBLE_DEVICES=0 +python -m sglang.launch_server \ + --model-path meta-llama/Meta-Llama-3.1-8B-Instruct \ + --host 127.0.0.1 \ + --port 30000 + +# Launch second worker on GPU 1 +export CUDA_VISIBLE_DEVICES=1 +python -m sglang.launch_server \ + --model-path meta-llama/Meta-Llama-3.1-8B-Instruct \ + --host 127.0.0.1 \ + --port 30002 +``` + +2. Launch router and connect to workers +```bash +./target/debug/router --worker-urls http://127.0.0.1:30000,http://127.0.0.1:30002 +``` + +**Note**: This module is still experimental. Please expect active changes and updates. + +### Python bindings + +```bash +$ cargo build --release +$ maturin build -i /usr/bin/python +$ pip install +``` \ No newline at end of file diff --git a/rust/src/lib.rs b/rust/src/lib.rs new file mode 100644 index 000000000..75444555d --- /dev/null +++ b/rust/src/lib.rs @@ -0,0 +1,45 @@ +use pyo3::prelude::*; +mod server; +pub mod router; + +// Python binding +#[pyclass] +struct Router { + host: String, + port: u16, + worker_urls: Vec, + policy: String +} + +#[pymethods] +impl Router { + #[new] + fn new(host: String, port: u16, worker_urls: Vec, policy: String) -> Self { + Router { + host, + port, + worker_urls, + policy + } + } + + fn start(&self) -> PyResult<()> { + let host = self.host.clone(); + let port = self.port; + let worker_urls = self.worker_urls.clone(); + let policy = self.policy.clone(); + + actix_web::rt::System::new().block_on(async move { + server::startup(host, port, worker_urls, policy).await.unwrap(); + }); + + Ok(()) + } +} + +// python usage: `from sglang_router import Router` +#[pymodule] +fn sglang_router(m: &Bound<'_, PyModule>) -> PyResult<()> { + m.add_class::()?; + Ok(()) +} \ No newline at end of file diff --git a/rust/src/main.rs b/rust/src/main.rs new file mode 100644 index 000000000..a7566c9a5 --- /dev/null +++ b/rust/src/main.rs @@ -0,0 +1,28 @@ +// src/main.rs +use clap::Parser; +use clap::builder::PossibleValuesParser; +// declare child modules +mod server; +mod router; + +#[derive(Parser, Debug)] +#[command(author, version, about, long_about = None)] +struct Args { + #[arg(long, default_value = "127.0.0.1")] + host: String, + + #[arg(long, default_value_t = 3001)] + port: u16, + + #[arg(long, value_delimiter = ',')] + worker_urls: Vec, + + #[arg(long, default_value = "round_robin", value_parser = PossibleValuesParser::new(&["round_robin", "random"]))] + policy: String, +} + +#[actix_web::main] +async fn main() -> std::io::Result<()> { + let args = Args::parse(); + server::startup(args.host, args.port, args.worker_urls, args.policy).await +} \ No newline at end of file diff --git a/rust/src/router.rs b/rust/src/router.rs new file mode 100644 index 000000000..064133821 --- /dev/null +++ b/rust/src/router.rs @@ -0,0 +1,88 @@ +// src/router.rs + +use std::fmt::Debug; + +/// Generic Router trait that can be implemented with different policies +pub trait Router: Send + Sync + Debug { + /// Select a worker URL based on the implementation's policy + /// Returns None if no worker is available + fn select(&self) -> Option; + + // get first worker + fn get_first(&self) -> Option; +} + +// Round Robin Router +#[derive(Debug)] +pub struct RoundRobinRouter { + worker_urls: Vec, + current_index: std::sync::atomic::AtomicUsize, // AtomicUsize is a thread-safe integer +} + +impl RoundRobinRouter { + pub fn new(worker_urls: Vec) -> Self { + Self { + worker_urls, + current_index: std::sync::atomic::AtomicUsize::new(0), + } + } +} + +impl Router for RoundRobinRouter { + fn select(&self) -> Option { + if self.worker_urls.is_empty() { + return None; + } + // Use relaxed because operation order doesn't matter in round robin + let index = self.current_index.fetch_add(1, std::sync::atomic::Ordering::Relaxed) + % self.worker_urls.len(); + Some(self.worker_urls[index].clone()) + } + + fn get_first(&self) -> Option { + if self.worker_urls.is_empty() { + return None; + } + Some(self.worker_urls[0].clone()) + } +} + +// Random Router +#[derive(Debug)] +pub struct RandomRouter { + worker_urls: Vec, +} + +impl RandomRouter { + pub fn new(worker_urls: Vec) -> Self { + Self { worker_urls } + } +} + +impl Router for RandomRouter { + fn select(&self) -> Option { + use rand::seq::SliceRandom; + + if self.worker_urls.is_empty() { + return None; + } + + self.worker_urls.choose(&mut rand::thread_rng()).cloned() + } + + fn get_first(&self) -> Option { + if self.worker_urls.is_empty() { + return None; + } + Some(self.worker_urls[0].clone()) + } +} + +// create a router based on routing policy +pub fn create_router(worker_urls: Vec, policy: String) -> Box { + match policy.to_lowercase().as_str() { + "random" => Box::new(RandomRouter::new(worker_urls)), + "round_robin" => Box::new(RoundRobinRouter::new(worker_urls)), + _ => panic!("Unknown routing policy: {}. The available policies are 'random' and 'round_robin'", policy), + } +} \ No newline at end of file diff --git a/rust/src/server.rs b/rust/src/server.rs new file mode 100644 index 000000000..a534d27e7 --- /dev/null +++ b/rust/src/server.rs @@ -0,0 +1,168 @@ +use actix_web::{get, post, web, App, HttpServer, HttpResponse, HttpRequest, Responder}; +use bytes::Bytes; +use futures_util::StreamExt; +use actix_web::http::header::{HeaderValue, CONTENT_TYPE}; +use crate::router::Router; +use crate::router::create_router; + + +#[derive(Debug)] +pub struct AppState { + router: Box, + client: reqwest::Client, +} + + +impl AppState +{ + pub fn new(worker_urls: Vec, policy: String, client: reqwest::Client) -> Self { + // Create router based on policy + let router = create_router(worker_urls, policy); + + Self { + router, + client, + } + } +} + +#[get("/v1/models")] +async fn v1_model( + data: web::Data, +) -> impl Responder { + let worker_url= match data.router.get_first() { + Some(url) => url, + None => return HttpResponse::InternalServerError().finish(), + }; + // Use the shared client + match data.client + .get(&format!("{}/v1/models", worker_url)) + .send() + .await + { + Ok(res) => { + let status = actix_web::http::StatusCode::from_u16(res.status().as_u16()) + .unwrap_or(actix_web::http::StatusCode::INTERNAL_SERVER_ERROR); + + // print the status + println!("Worker URL: {}, Status: {}", worker_url, status); + match res.bytes().await { + Ok(body) => HttpResponse::build(status).body(body.to_vec()), + Err(_) => HttpResponse::InternalServerError().finish(), + } + }, + Err(_) => HttpResponse::InternalServerError().finish(), + } +} + +#[get("/get_model_info")] +async fn get_model_info( + data: web::Data, +) -> impl Responder { + let worker_url= match data.router.get_first() { + Some(url) => url, + None => return HttpResponse::InternalServerError().finish(), + }; + // Use the shared client + match data.client + .get(&format!("{}/get_model_info", worker_url)) + .send() + .await + { + Ok(res) => { + let status = actix_web::http::StatusCode::from_u16(res.status().as_u16()) + .unwrap_or(actix_web::http::StatusCode::INTERNAL_SERVER_ERROR); + + // print the status + println!("Worker URL: {}, Status: {}", worker_url, status); + match res.bytes().await { + Ok(body) => HttpResponse::build(status).body(body.to_vec()), + Err(_) => HttpResponse::InternalServerError().finish(), + } + }, + Err(_) => HttpResponse::InternalServerError().finish(), + } +} + +// no deser and ser, just forward and return +#[post("/generate")] +async fn generate( + req: HttpRequest, + body: Bytes, + data: web::Data, +) -> impl Responder { + + // create a router struct + // TODO: use router abstraction for different policy + let worker_url= match data.router.select() { + Some(url) => url, + None => return HttpResponse::InternalServerError().finish(), + }; + + // Check if client requested streaming + let is_stream = serde_json::from_slice::(&body) + .map(|v| v.get("stream").and_then(|s| s.as_bool()).unwrap_or(false)) + .unwrap_or(false); + + let res = match data.client + .post(&format!("{}/generate", worker_url)) + .header( + "Content-Type", + req.headers() + .get("Content-Type") + .and_then(|h| h.to_str().ok()) + .unwrap_or("application/json") + ) + .body(body.to_vec()) + .send() + .await + { + Ok(res) => res, + Err(_) => return HttpResponse::InternalServerError().finish(), + }; + + let status = actix_web::http::StatusCode::from_u16(res.status().as_u16()) + .unwrap_or(actix_web::http::StatusCode::INTERNAL_SERVER_ERROR); + + if !is_stream { + match res.bytes().await { + Ok(body) => HttpResponse::build(status).body(body.to_vec()), + Err(_) => HttpResponse::InternalServerError().finish(), + } + } else { + HttpResponse::build(status) + .insert_header((CONTENT_TYPE, HeaderValue::from_static("text/event-stream"))) + .streaming(res.bytes_stream().map(|b| match b { + Ok(b) => Ok::<_, actix_web::Error>(b), + Err(_) => Err(actix_web::Error::from(actix_web::error::ErrorInternalServerError("Failed to read stream"))), + })) + } +} + +pub async fn startup(host: String, port: u16, worker_urls: Vec, routing_policy: String) -> std::io::Result<()> { + println!("Starting server on {}:{}", host, port); + println!("Worker URLs: {:?}", worker_urls); + + // Create client once with configuration + let client = reqwest::Client::builder() + .build() + .expect("Failed to create HTTP client"); + + // Store both worker_urls and client in AppState + let app_state = web::Data::new(AppState::new( + worker_urls, + routing_policy, + client, + )); + + HttpServer::new(move || { + App::new() + .app_data(app_state.clone()) + .service(generate) + .service(v1_model) + .service(get_model_info) + }) + .bind((host, port))? + .run() + .await +} \ No newline at end of file diff --git a/rust/test_bindings.py b/rust/test_bindings.py new file mode 100644 index 000000000..f85cfabe9 --- /dev/null +++ b/rust/test_bindings.py @@ -0,0 +1,17 @@ +import router + +# Create a Router instance with: +# - host: the address to bind to (e.g., "127.0.0.1") +# - port: the port number (e.g., 3001) +# - worker_urls: list of worker URLs to distribute requests to +router = router.Router( + host="127.0.0.1", + port=3001, + worker_urls=[ + "http://localhost:30000", + "http://localhost:30002", + ], +) + +# Start the router - this will block and run the server +router.start()