[router] cache-aware load-balancing router v1 (#2114)
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@@ -1,18 +1,14 @@
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// src/main.rs
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use clap::Parser;
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use clap::ValueEnum;
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// declare child modules
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mod router;
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mod server;
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mod tree;
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use crate::router::PolicyConfig;
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use sglang_router_rs::{router::PolicyConfig, server};
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#[derive(Debug, Clone, ValueEnum)]
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pub enum PolicyType {
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Random,
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RoundRobin,
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ApproxTree,
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CacheAware,
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}
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#[derive(Parser, Debug)]
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@@ -21,44 +17,70 @@ struct Args {
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#[arg(
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long,
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default_value = "127.0.0.1",
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help = "Host address to bind the server to"
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help = "Host address to bind the router server to. Default: 127.0.0.1"
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)]
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host: String,
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#[arg(long, default_value_t = 3001, help = "Port number to listen on")]
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#[arg(
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long,
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default_value_t = 3001,
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help = "Port number to bind the router server to. Default: 3001"
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)]
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port: u16,
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#[arg(
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long,
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value_delimiter = ',',
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help = "Comma-separated list of worker URLs to distribute requests to"
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help = "Comma-separated list of worker URLs that will handle the requests. Each URL should include the protocol, host, and port (e.g., http://worker1:8000,http://worker2:8000)"
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)]
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worker_urls: Vec<String>,
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#[arg(
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long,
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default_value_t = PolicyType::RoundRobin,
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default_value_t = PolicyType::CacheAware,
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value_enum,
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help = "Load balancing policy to use: random, round_robin, or approx_tree"
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help = "Load balancing policy to use for request distribution:\n\
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- random: Randomly select workers\n\
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- round_robin: Distribute requests in round-robin fashion\n\
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- cache_aware: Distribute requests in cache-aware fashion\n"
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)]
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policy: PolicyType,
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#[arg(
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long,
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default_value_t = 0.5,
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requires = "policy",
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required_if_eq("policy", "approx_tree"),
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help = "Path to the tokenizer file, required when using approx_tree policy"
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required_if_eq("policy", "cache_aware"),
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help = "Cache threshold (0.0-1.0) for cache-aware routing. Routes to cached worker if the match rate exceeds threshold, otherwise routes to the worker with the smallest tree. Default: 0.5"
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)]
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tokenizer_path: Option<String>,
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cache_threshold: f32,
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#[arg(
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long,
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default_value = "0.50",
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default_value_t = 1.0,
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requires = "policy",
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required_if_eq("policy", "approx_tree"),
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help = "Cache threshold (0.0-1.0) for approx_tree routing. Routes to cached worker if match rate exceeds threshold, otherwise routes to shortest queue worker"
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required_if_eq("policy", "cache_aware"),
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help = "Probability of using cache-aware routing (0.0-1.0). Default 1.0 for full cache-aware routing, suitable for perfectly divided prefix workloads. For uneven workloads, use a lower value to better distribute requests"
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)]
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cache_threshold: Option<f32>,
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cache_routing_prob: f32,
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#[arg(
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long,
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default_value_t = 60,
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requires = "policy",
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required_if_eq("policy", "cache_aware"),
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help = "Interval in seconds between cache eviction operations in cache-aware routing. Default: 60"
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)]
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eviction_interval_secs: u64,
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#[arg(
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long,
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default_value_t = 2usize.pow(24),
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requires = "policy",
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required_if_eq("policy", "cache_aware"),
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help = "Maximum size of the approximation tree for cache-aware routing. Default: 2^24"
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)]
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max_tree_size: usize,
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}
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impl Args {
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@@ -66,14 +88,11 @@ impl Args {
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match self.policy {
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PolicyType::Random => PolicyConfig::RandomConfig,
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PolicyType::RoundRobin => PolicyConfig::RoundRobinConfig,
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PolicyType::ApproxTree => PolicyConfig::ApproxTreeConfig {
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tokenizer_path: self
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.tokenizer_path
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.clone()
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.expect("tokenizer_path is required for approx_tree policy"),
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cache_threshold: self
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.cache_threshold
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.expect("cache_threshold is required for approx_tree policy"),
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PolicyType::CacheAware => PolicyConfig::CacheAwareConfig {
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cache_threshold: self.cache_threshold,
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cache_routing_prob: self.cache_routing_prob,
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eviction_interval_secs: self.eviction_interval_secs,
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max_tree_size: self.max_tree_size,
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},
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}
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}
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