use clap::Parser; use std::env; use std::io::{BufRead, BufReader, Read}; use std::path::Path; use std::process::ExitCode; use std::sync::atomic::{AtomicBool, Ordering}; use std::sync::mpsc::TryRecvError; use std::sync::Arc; use std::sync::{mpsc, Mutex}; use std::thread; use std::thread::sleep; use std::time::{Duration, Instant}; use std::{fs, io}; use subprocess::{Popen, PopenConfig, PopenError, Redirection}; /// App Configuration #[derive(Parser, Debug)] #[clap(author, version, about, long_about = None)] struct Args { #[clap(default_value = "bigscience/bloom-560m", long, env)] model_name: String, #[clap(long, env)] num_shard: Option, #[clap(long, env)] quantize: bool, #[clap(default_value = "128", long, env)] max_concurrent_requests: usize, #[clap(default_value = "1000", long, env)] max_input_length: usize, #[clap(default_value = "32", long, env)] max_batch_size: usize, #[clap(default_value = "20", long, env)] max_waiting_tokens: usize, #[clap(default_value = "3000", long, short, env)] port: u16, #[clap(default_value = "/tmp/text-generation-server", long, env)] shard_uds_path: String, #[clap(default_value = "localhost", long, env)] master_addr: String, #[clap(default_value = "29500", long, env)] master_port: usize, #[clap(long, env)] json_output: bool, } fn main() -> ExitCode { // Pattern match configuration let Args { model_name, num_shard, quantize, max_concurrent_requests, max_input_length, max_batch_size, max_waiting_tokens, port, shard_uds_path, master_addr, master_port, json_output, } = Args::parse(); if json_output { tracing_subscriber::fmt().json().init(); } else { tracing_subscriber::fmt().compact().init(); } // By default we only have one master shard let num_shard = num_shard.unwrap_or(1); // Signal handler let running = Arc::new(AtomicBool::new(true)); let r = running.clone(); ctrlc::set_handler(move || { r.store(false, Ordering::SeqCst); }) .expect("Error setting Ctrl-C handler"); // Shared shutdown bool let shutdown = Arc::new(Mutex::new(false)); // Shared shutdown channel // When shutting down, the main thread will wait for all senders to be dropped let (shutdown_sender, shutdown_receiver) = mpsc::channel(); // Shared channel to track shard status let (status_sender, status_receiver) = mpsc::channel(); // Start shard processes for rank in 0..num_shard { let model_name = model_name.clone(); let uds_path = shard_uds_path.clone(); let master_addr = master_addr.clone(); let status_sender = status_sender.clone(); let shutdown = shutdown.clone(); let shutdown_sender = shutdown_sender.clone(); thread::spawn(move || { shard_manager( model_name, quantize, uds_path, rank, num_shard, master_addr, master_port, status_sender, shutdown, shutdown_sender, ) }); } drop(shutdown_sender); // Wait for shard to start let mut shard_ready = 0; while running.load(Ordering::SeqCst) { match status_receiver.try_recv() { Ok(ShardStatus::Ready) => { shard_ready += 1; if shard_ready == num_shard { break; } } Err(TryRecvError::Empty) => { sleep(Duration::from_millis(100)); } Ok(ShardStatus::Failed((rank, err))) => { tracing::error!("Shard {} failed to start:\n{}", rank, err); shutdown_shards(shutdown, &shutdown_receiver); return ExitCode::FAILURE; } Err(TryRecvError::Disconnected) => { tracing::error!("Shard status channel disconnected"); shutdown_shards(shutdown, &shutdown_receiver); return ExitCode::FAILURE; } } } // We might have received a termination signal if !running.load(Ordering::SeqCst) { shutdown_shards(shutdown, &shutdown_receiver); return ExitCode::SUCCESS; } // All shard started // Start webserver tracing::info!("Starting Webserver"); let mut argv = vec![ "text-generation-router".to_string(), "--max-concurrent-requests".to_string(), max_concurrent_requests.to_string(), "--max-input-length".to_string(), max_input_length.to_string(), "--max-batch-size".to_string(), max_batch_size.to_string(), "--max-waiting-tokens".to_string(), max_waiting_tokens.to_string(), "--port".to_string(), port.to_string(), "--master-shard-uds-path".to_string(), format!("{}-0", shard_uds_path), "--tokenizer-name".to_string(), model_name, ]; if json_output { argv.push("--json-output".to_string()); } let mut webserver = match Popen::create( &argv, PopenConfig { stdout: Redirection::Pipe, stderr: Redirection::Pipe, // Needed for the shutdown procedure setpgid: true, ..Default::default() }, ) { Ok(p) => p, Err(err) => { tracing::error!("Failed to start webserver: {}", err); if let PopenError::IoError(err) = err { if err.kind() == io::ErrorKind::NotFound { tracing::error!("text-generation-router not found in PATH"); tracing::error!("Please install it with `make install-router`") } } else { tracing::error!("{}", err); } shutdown_shards(shutdown, &shutdown_receiver); return ExitCode::FAILURE; } }; // Redirect STDOUT and STDERR to the console let webserver_stdout = webserver.stdout.take().unwrap(); let webserver_stderr = webserver.stderr.take().unwrap(); thread::spawn(move || { let stdout = BufReader::new(webserver_stdout); let stderr = BufReader::new(webserver_stderr); for line in stdout.lines() { println!("{}", line.unwrap()); } for line in stderr.lines() { println!("{}", line.unwrap()); } }); // Default exit code let mut exit_code = ExitCode::SUCCESS; while running.load(Ordering::SeqCst) { if let Ok(ShardStatus::Failed((rank, err))) = status_receiver.try_recv() { tracing::error!("Shard {} failed:\n{}", rank, err); exit_code = ExitCode::FAILURE; break; }; match webserver.poll() { Some(_) => { tracing::error!("Webserver Crashed"); shutdown_shards(shutdown, &shutdown_receiver); return ExitCode::FAILURE; } None => { sleep(Duration::from_millis(100)); } }; } // Graceful termination webserver.terminate().unwrap(); tracing::info!("Waiting for webserver to gracefully shutdown"); webserver.wait_timeout(Duration::from_secs(90)).unwrap(); tracing::info!("Webserver terminated"); shutdown_shards(shutdown, &shutdown_receiver); exit_code } #[derive(Debug)] enum ShardStatus { Ready, Failed((usize, String)), } #[allow(clippy::too_many_arguments)] fn shard_manager( model_name: String, quantize: bool, uds_path: String, rank: usize, world_size: usize, master_addr: String, master_port: usize, status_sender: mpsc::Sender, shutdown: Arc>, _shutdown_sender: mpsc::Sender<()>, ) { // Get UDS path let uds_string = format!("{}-{}", uds_path, rank); let uds = Path::new(&uds_string); // Clean previous runs fs::remove_file(uds).unwrap_or_default(); // Process args let mut shard_argv = vec![ "text-generation-server".to_string(), "serve".to_string(), model_name, "--uds-path".to_string(), uds_path, ]; if world_size > 1 { shard_argv.push("--sharded".to_string()); } if quantize { shard_argv.push("--quantize".to_string()) } let mut env = vec![ ("RANK".parse().unwrap(), rank.to_string().parse().unwrap()), ( "WORLD_SIZE".parse().unwrap(), world_size.to_string().parse().unwrap(), ), ("MASTER_ADDR".parse().unwrap(), master_addr.parse().unwrap()), ( "MASTER_PORT".parse().unwrap(), master_port.to_string().parse().unwrap(), ), ]; // If the HUGGINGFACE_HUB_CACHE env var is set, pass it to the shard // Useful when running inside a docker container if let Ok(huggingface_hub_cache) = env::var("HUGGINGFACE_HUB_CACHE") { env.push(( "HUGGINGFACE_HUB_CACHE".parse().unwrap(), huggingface_hub_cache.parse().unwrap(), )); }; // Start process tracing::info!("Starting shard {}", rank); let mut p = match Popen::create( &shard_argv, PopenConfig { stdout: Redirection::Pipe, stderr: Redirection::Pipe, // Needed for the shutdown procedure setpgid: true, // NCCL env vars env: Some(env), ..Default::default() }, ) { Ok(p) => p, Err(err) => { if let PopenError::IoError(ref err) = err { if err.kind() == io::ErrorKind::NotFound { tracing::error!("text-generation-server not found in PATH"); tracing::error!("Please install it with `make install-server`") } } status_sender .send(ShardStatus::Failed((rank, err.to_string()))) .unwrap(); return; } }; let mut ready = false; let start_time = Instant::now(); let mut wait_time = Instant::now(); loop { // Process exited if p.poll().is_some() { let mut err = String::new(); p.stderr.take().unwrap().read_to_string(&mut err).unwrap(); status_sender .send(ShardStatus::Failed((rank, err))) .unwrap(); return; } // We received a shutdown signal if *shutdown.lock().unwrap() { p.terminate().unwrap(); let _ = p.wait_timeout(Duration::from_secs(90)); tracing::info!("Shard {} terminated", rank); return; } // Shard is ready if uds.exists() && !ready { tracing::info!("Shard {} ready in {:?}", rank, start_time.elapsed()); status_sender.send(ShardStatus::Ready).unwrap(); ready = true; } else if !ready && wait_time.elapsed() > Duration::from_secs(10) { tracing::info!("Waiting for shard {} to be ready...", rank); wait_time = Instant::now(); } sleep(Duration::from_millis(100)); } } fn shutdown_shards(shutdown: Arc>, shutdown_receiver: &mpsc::Receiver<()>) { tracing::info!("Shutting down shards"); // Update shutdown value to true // This will be picked up by the shard manager { let mut shutdown = shutdown.lock().unwrap(); *shutdown = true; } // Wait for shards to shutdown // This will block till all shutdown_sender are dropped let _ = shutdown_receiver.recv(); }