[router] Implement gRPC SGLangSchedulerClient (#9364)
This commit is contained in:
2
.github/workflows/release-pypi-router.yml
vendored
2
.github/workflows/release-pypi-router.yml
vendored
@@ -47,7 +47,7 @@ jobs:
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env:
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env:
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CIBW_BUILD: "cp38-manylinux_x86_64 cp39-manylinux_x86_64 cp310-manylinux_x86_64 cp311-manylinux_x86_64 cp312-manylinux_x86_64"
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CIBW_BUILD: "cp38-manylinux_x86_64 cp39-manylinux_x86_64 cp310-manylinux_x86_64 cp311-manylinux_x86_64 cp312-manylinux_x86_64"
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CIBW_BEFORE_ALL: |
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CIBW_BEFORE_ALL: |
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yum update && yum install -y openssl-devel && curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
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yum update && yum install -y openssl-devel protobuf-compiler && curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
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CIBW_ENVIRONMENT: "PATH=$HOME/.cargo/bin:$PATH"
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CIBW_ENVIRONMENT: "PATH=$HOME/.cargo/bin:$PATH"
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- name: List built packages
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- name: List built packages
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@@ -39,13 +39,13 @@ ENV PATH="/root/.cargo/bin:${PATH}"
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# install dependencies
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# install dependencies
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RUN apt update -y \
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RUN apt update -y \
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&& apt install -y git build-essential libssl-dev pkg-config \
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&& apt install -y git build-essential libssl-dev pkg-config protobuf-compiler \
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&& rm -rf /var/lib/apt/lists/* \
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&& rm -rf /var/lib/apt/lists/* \
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&& apt clean
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&& apt clean
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# install rustup from rustup.rs
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# install rustup from rustup.rs
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RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y \
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RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y \
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&& rustc --version && cargo --version
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&& rustc --version && cargo --version && protoc --version
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# pull the github repository
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# pull the github repository
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RUN cd /opt \
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RUN cd /opt \
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@@ -4,10 +4,10 @@ set -euxo pipefail
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# Check if sudo is available
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# Check if sudo is available
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if command -v sudo >/dev/null 2>&1; then
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if command -v sudo >/dev/null 2>&1; then
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sudo apt-get update
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sudo apt-get update
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sudo apt-get install -y libssl-dev pkg-config
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sudo apt-get install -y libssl-dev pkg-config protobuf-compiler
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else
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else
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apt-get update
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apt-get update
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apt-get install -y libssl-dev pkg-config
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apt-get install -y libssl-dev pkg-config protobuf-compiler
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fi
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fi
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# Install rustup (Rust installer and version manager)
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# Install rustup (Rust installer and version manager)
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@@ -21,3 +21,4 @@ source $HOME/.cargo/env
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# Verify installation
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# Verify installation
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rustc --version
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rustc --version
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cargo --version
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cargo --version
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protoc --version
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@@ -4,9 +4,11 @@ version = "0.0.0"
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edition = "2021"
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edition = "2021"
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[features]
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[features]
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default = ["huggingface"]
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default = ["huggingface", "grpc-client"]
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huggingface = ["tokenizers"]
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huggingface = ["tokenizers"]
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tiktoken = ["tiktoken-rs"]
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tiktoken = ["tiktoken-rs"]
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grpc-client = []
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grpc-server = []
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[lib]
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[lib]
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name = "sglang_router_rs"
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name = "sglang_router_rs"
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@@ -52,6 +54,18 @@ anyhow = "1.0"
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tokenizers = { version = "0.21.4", optional = true }
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tokenizers = { version = "0.21.4", optional = true }
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tiktoken-rs = { version = "0.5", optional = true }
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tiktoken-rs = { version = "0.5", optional = true }
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# gRPC and Protobuf dependencies
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tonic = { version = "0.12", features = ["tls", "gzip", "transport"] }
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prost = "0.13"
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prost-types = "0.13"
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deadpool = { version = "0.12", features = ["managed", "rt_tokio_1"] }
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backoff = { version = "0.4", features = ["tokio"] }
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strum = { version = "0.26", features = ["derive"] }
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[build-dependencies]
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tonic-build = "0.12"
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prost-build = "0.13"
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[dev-dependencies]
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[dev-dependencies]
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criterion = { version = "0.5", features = ["html_reports"] }
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criterion = { version = "0.5", features = ["html_reports"] }
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tower = { version = "0.5", features = ["util"] }
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tower = { version = "0.5", features = ["util"] }
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@@ -1,3 +1,5 @@
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# Must include:
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# Must include:
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include Cargo.toml # Rust project configuration
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include Cargo.toml # Rust project configuration
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include build.rs # Build script for protobuf generation
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recursive-include src *.rs # Rust source files
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recursive-include src *.rs # Rust source files
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recursive-include src/proto *.proto # Protobuf definitions
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35
sgl-router/build.rs
Normal file
35
sgl-router/build.rs
Normal file
@@ -0,0 +1,35 @@
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fn main() -> Result<(), Box<dyn std::error::Error>> {
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// Only regenerate if the proto file changes
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println!("cargo:rerun-if-changed=src/proto/sglang_scheduler.proto");
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// Configure protobuf compilation with custom settings
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let config = prost_build::Config::new();
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// Skip serde for types that use prost_types::Struct
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// These cause conflicts and we don't need serde for all generated types
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// Configure tonic-build for gRPC code generation
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tonic_build::configure()
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// Generate both client and server code
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.build_server(true)
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.build_client(true)
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// Add a module-level attribute for documentation and clippy warnings
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.server_mod_attribute(
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"sglang.grpc.scheduler",
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"#[allow(unused, clippy::mixed_attributes_style)]",
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)
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.client_mod_attribute(
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"sglang.grpc.scheduler",
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"#[allow(unused, clippy::mixed_attributes_style)]",
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)
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// Compile the proto file with the custom config
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.compile_protos_with_config(
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config,
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&["src/proto/sglang_scheduler.proto"],
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&["src/proto"],
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)?;
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println!("cargo:warning=Protobuf compilation completed successfully");
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Ok(())
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}
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318
sgl-router/src/grpc/client.rs
Normal file
318
sgl-router/src/grpc/client.rs
Normal file
@@ -0,0 +1,318 @@
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use std::time::Duration;
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use tonic::{transport::Channel, Request};
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use tracing::debug;
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// Include the generated protobuf code
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pub mod proto {
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tonic::include_proto!("sglang.grpc.scheduler");
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}
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// The generated module structure depends on the package name in the .proto file
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// package sglang.grpc.scheduler; generates a nested module structure
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/// gRPC client for SGLang scheduler
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pub struct SglangSchedulerClient {
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client: proto::sglang_scheduler_client::SglangSchedulerClient<Channel>,
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}
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impl SglangSchedulerClient {
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/// Create a new client and connect to the scheduler
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pub async fn connect(endpoint: &str) -> Result<Self, Box<dyn std::error::Error>> {
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debug!("Connecting to SGLang scheduler at {}", endpoint);
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let channel = Channel::from_shared(endpoint.to_string())?
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.timeout(Duration::from_secs(30))
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.connect()
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.await?;
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let client = proto::sglang_scheduler_client::SglangSchedulerClient::new(channel);
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Ok(Self { client })
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}
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/// Initialize the connection
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pub async fn initialize(
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&mut self,
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client_id: String,
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) -> Result<proto::InitializeResponse, Box<dyn std::error::Error>> {
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let request = Request::new(proto::InitializeRequest {
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client_id,
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client_version: "0.1.0".to_string(),
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mode: proto::initialize_request::Mode::Regular as i32,
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});
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let response = self.client.initialize(request).await?;
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Ok(response.into_inner())
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}
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/// Submit a generation request (returns streaming response)
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pub async fn generate_stream(
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&mut self,
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req: proto::GenerateRequest,
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) -> Result<tonic::Streaming<proto::GenerateResponse>, Box<dyn std::error::Error>> {
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let request = Request::new(req);
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let response = self.client.generate(request).await?;
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Ok(response.into_inner())
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}
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/// Perform health check
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pub async fn health_check(
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&mut self,
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) -> Result<proto::HealthCheckResponse, Box<dyn std::error::Error>> {
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let request = Request::new(proto::HealthCheckRequest {
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include_detailed_metrics: false,
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});
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let response = self.client.health_check(request).await?;
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Ok(response.into_inner())
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}
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/// Abort a request
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pub async fn abort_request(
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&mut self,
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request_id: String,
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reason: String,
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) -> Result<(), Box<dyn std::error::Error>> {
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let request = Request::new(proto::AbortRequest { request_id, reason });
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self.client.abort(request).await?;
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Ok(())
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}
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/// Flush cache
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pub async fn flush_cache(
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&mut self,
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flush_all: bool,
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session_ids: &[String],
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) -> Result<proto::FlushCacheResponse, Box<dyn std::error::Error>> {
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let request = Request::new(proto::FlushCacheRequest {
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flush_all,
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session_ids: session_ids.to_vec(),
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});
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let response = self.client.flush_cache(request).await?;
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Ok(response.into_inner())
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn test_proto_types_compilation() {
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// Test that protobuf types can be constructed
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let init_req = proto::InitializeRequest {
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client_id: "test-client".to_string(),
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client_version: "0.1.0".to_string(),
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mode: 0,
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};
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assert_eq!(init_req.client_id, "test-client");
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assert_eq!(init_req.client_version, "0.1.0");
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assert_eq!(init_req.mode, 0);
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}
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#[test]
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fn test_generate_request_construction() {
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let sampling_params = proto::SamplingParams {
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temperature: 0.7,
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max_new_tokens: 128,
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top_p: 0.9,
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top_k: 50,
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stop: vec!["</s>".to_string()],
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..Default::default()
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};
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let gen_req = proto::GenerateRequest {
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request_id: "test-req-123".to_string(),
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input: Some(proto::generate_request::Input::Text(
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"Hello world".to_string(),
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)),
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sampling_params: Some(sampling_params),
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return_logprob: true,
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logprob_start_len: 0,
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top_logprobs_num: 5,
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..Default::default()
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};
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assert_eq!(gen_req.request_id, "test-req-123");
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if let Some(proto::generate_request::Input::Text(text)) = &gen_req.input {
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assert_eq!(text, "Hello world");
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}
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assert!(gen_req.return_logprob);
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assert_eq!(gen_req.top_logprobs_num, 5);
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let params = gen_req.sampling_params.unwrap();
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assert_eq!(params.temperature, 0.7);
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assert_eq!(params.max_new_tokens, 128);
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assert_eq!(params.stop, vec!["</s>"]);
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}
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#[test]
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fn test_health_check_request() {
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let health_req = proto::HealthCheckRequest {
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include_detailed_metrics: true,
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};
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assert!(health_req.include_detailed_metrics);
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}
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#[test]
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fn test_abort_request_construction() {
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let abort_req = proto::AbortRequest {
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request_id: "req-456".to_string(),
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reason: "User canceled".to_string(),
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|
};
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assert_eq!(abort_req.request_id, "req-456");
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assert_eq!(abort_req.reason, "User canceled");
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|
}
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|
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#[test]
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fn test_flush_cache_request() {
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let flush_req = proto::FlushCacheRequest {
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flush_all: true,
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session_ids: vec!["session1".to_string(), "session2".to_string()],
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|
};
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assert!(flush_req.flush_all);
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assert_eq!(flush_req.session_ids.len(), 2);
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assert_eq!(flush_req.session_ids[0], "session1");
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|
}
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|
|
||||||
|
#[test]
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fn test_sampling_params_defaults() {
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|
let params = proto::SamplingParams::default();
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|
assert_eq!(params.temperature, 0.0);
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|
assert_eq!(params.max_new_tokens, 0);
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|
assert_eq!(params.top_p, 0.0);
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|
assert_eq!(params.top_k, 0);
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||||||
|
assert!(params.stop.is_empty());
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||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_multimodal_inputs() {
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|
let mm_inputs = proto::MultimodalInputs {
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|
image_urls: vec!["http://example.com/image.jpg".to_string()],
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|
video_urls: vec![],
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|
audio_urls: vec![],
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|
image_data: vec![],
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||||||
|
video_data: vec![],
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|
audio_data: vec![],
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modalities: vec!["image".to_string()],
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|
..Default::default()
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||||||
|
};
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|
|
||||||
|
assert_eq!(mm_inputs.image_urls.len(), 1);
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assert_eq!(mm_inputs.image_urls[0], "http://example.com/image.jpg");
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assert_eq!(mm_inputs.modalities[0], "image");
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|
}
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|
|
||||||
|
#[test]
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|
fn test_session_params() {
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|
let session_params = proto::SessionParams {
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|
session_id: "sess-789".to_string(),
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request_id: "req-101".to_string(),
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|
offset: 100,
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||||||
|
replace: true,
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|
drop_previous_output: false,
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|
};
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||||||
|
|
||||||
|
assert_eq!(session_params.session_id, "sess-789");
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assert_eq!(session_params.request_id, "req-101");
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|
assert_eq!(session_params.offset, 100);
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||||||
|
assert!(session_params.replace);
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||||||
|
assert!(!session_params.drop_previous_output);
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||||||
|
}
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||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_embed_request() {
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||||||
|
let embed_req = proto::EmbedRequest {
|
||||||
|
request_id: "embed-req-202".to_string(),
|
||||||
|
input: Some(proto::embed_request::Input::Text(
|
||||||
|
"This is a test sentence for embedding".to_string(),
|
||||||
|
)),
|
||||||
|
log_metrics: true,
|
||||||
|
data_parallel_rank: 0,
|
||||||
|
..Default::default()
|
||||||
|
};
|
||||||
|
|
||||||
|
assert_eq!(embed_req.request_id, "embed-req-202");
|
||||||
|
if let Some(proto::embed_request::Input::Text(text)) = &embed_req.input {
|
||||||
|
assert_eq!(text, "This is a test sentence for embedding");
|
||||||
|
}
|
||||||
|
assert!(embed_req.log_metrics);
|
||||||
|
assert_eq!(embed_req.data_parallel_rank, 0);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[tokio::test]
|
||||||
|
async fn test_client_connect_invalid_endpoint() {
|
||||||
|
// Test connecting to an invalid endpoint should return error
|
||||||
|
let result = SglangSchedulerClient::connect("invalid://endpoint").await;
|
||||||
|
assert!(result.is_err());
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_tokenized_input() {
|
||||||
|
let tokenized = proto::TokenizedInput {
|
||||||
|
original_text: "Hello world".to_string(),
|
||||||
|
input_ids: vec![1, 15043, 1917, 2],
|
||||||
|
};
|
||||||
|
|
||||||
|
assert_eq!(tokenized.original_text, "Hello world");
|
||||||
|
assert_eq!(tokenized.input_ids, vec![1, 15043, 1917, 2]);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Test response type construction
|
||||||
|
#[test]
|
||||||
|
fn test_generate_stream_chunk() {
|
||||||
|
let chunk = proto::GenerateStreamChunk {
|
||||||
|
token_id: 1234,
|
||||||
|
text: " world".to_string(),
|
||||||
|
prompt_tokens: 5,
|
||||||
|
completion_tokens: 2,
|
||||||
|
cached_tokens: 3,
|
||||||
|
generation_time: 0.025,
|
||||||
|
queue_time: 10,
|
||||||
|
..Default::default()
|
||||||
|
};
|
||||||
|
|
||||||
|
assert_eq!(chunk.token_id, 1234);
|
||||||
|
assert_eq!(chunk.text, " world");
|
||||||
|
assert_eq!(chunk.prompt_tokens, 5);
|
||||||
|
assert_eq!(chunk.completion_tokens, 2);
|
||||||
|
assert_eq!(chunk.cached_tokens, 3);
|
||||||
|
assert_eq!(chunk.generation_time, 0.025);
|
||||||
|
assert_eq!(chunk.queue_time, 10);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_model_info() {
|
||||||
|
let model_info = proto::ModelInfo {
|
||||||
|
model_name: "Meta-Llama-3-8B-Instruct".to_string(),
|
||||||
|
max_context_length: 8192,
|
||||||
|
vocab_size: 128256,
|
||||||
|
supports_tool_calling: true,
|
||||||
|
supports_vision: false,
|
||||||
|
special_tokens: vec![
|
||||||
|
"<|begin_of_text|>".to_string(),
|
||||||
|
"<|end_of_text|>".to_string(),
|
||||||
|
],
|
||||||
|
model_type: "llama".to_string(),
|
||||||
|
num_layers: 32,
|
||||||
|
hidden_size: 4096,
|
||||||
|
num_attention_heads: 32,
|
||||||
|
num_key_value_heads: 8,
|
||||||
|
tokenizer_type: "llama".to_string(),
|
||||||
|
eos_token_ids: vec![128001, 128009],
|
||||||
|
pad_token_id: 128001,
|
||||||
|
bos_token_id: 128000,
|
||||||
|
};
|
||||||
|
|
||||||
|
assert_eq!(model_info.model_name, "Meta-Llama-3-8B-Instruct");
|
||||||
|
assert_eq!(model_info.max_context_length, 8192);
|
||||||
|
assert_eq!(model_info.vocab_size, 128256);
|
||||||
|
assert!(model_info.supports_tool_calling);
|
||||||
|
assert!(!model_info.supports_vision);
|
||||||
|
assert_eq!(model_info.special_tokens.len(), 2);
|
||||||
|
assert_eq!(model_info.num_layers, 32);
|
||||||
|
assert_eq!(model_info.eos_token_ids, vec![128001, 128009]);
|
||||||
|
}
|
||||||
|
}
|
||||||
8
sgl-router/src/grpc/mod.rs
Normal file
8
sgl-router/src/grpc/mod.rs
Normal file
@@ -0,0 +1,8 @@
|
|||||||
|
//! gRPC client module for communicating with SGLang scheduler
|
||||||
|
//!
|
||||||
|
//! This module provides a gRPC client implementation for the SGLang router.
|
||||||
|
|
||||||
|
pub mod client;
|
||||||
|
|
||||||
|
// Re-export the client
|
||||||
|
pub use client::{proto, SglangSchedulerClient};
|
||||||
@@ -3,6 +3,8 @@ pub mod config;
|
|||||||
pub mod logging;
|
pub mod logging;
|
||||||
use std::collections::HashMap;
|
use std::collections::HashMap;
|
||||||
pub mod core;
|
pub mod core;
|
||||||
|
#[cfg(feature = "grpc-client")]
|
||||||
|
pub mod grpc;
|
||||||
pub mod metrics;
|
pub mod metrics;
|
||||||
pub mod middleware;
|
pub mod middleware;
|
||||||
pub mod policies;
|
pub mod policies;
|
||||||
|
|||||||
@@ -7,7 +7,7 @@ import "google/protobuf/struct.proto";
|
|||||||
|
|
||||||
// Service definition for SGLang scheduler communication
|
// Service definition for SGLang scheduler communication
|
||||||
// This protocol bridges the Rust router and Python scheduler
|
// This protocol bridges the Rust router and Python scheduler
|
||||||
service SGLangScheduler {
|
service SglangScheduler {
|
||||||
// Initialize connection and get model info
|
// Initialize connection and get model info
|
||||||
rpc Initialize(InitializeRequest) returns (InitializeResponse);
|
rpc Initialize(InitializeRequest) returns (InitializeResponse);
|
||||||
|
|
||||||
@@ -21,7 +21,7 @@ service SGLangScheduler {
|
|||||||
rpc HealthCheck(HealthCheckRequest) returns (HealthCheckResponse);
|
rpc HealthCheck(HealthCheckRequest) returns (HealthCheckResponse);
|
||||||
|
|
||||||
// Abort a running request
|
// Abort a running request
|
||||||
rpc AbortRequest(AbortRequest) returns (AbortResponse);
|
rpc Abort(AbortRequest) returns (AbortResponse);
|
||||||
|
|
||||||
// Flush KV cache
|
// Flush KV cache
|
||||||
rpc FlushCache(FlushCacheRequest) returns (FlushCacheResponse);
|
rpc FlushCache(FlushCacheRequest) returns (FlushCacheResponse);
|
||||||
|
|||||||
Reference in New Issue
Block a user