Files
DS4Server/src/runtime.rs
2026-07-25 14:18:57 +02:00

300 lines
9.5 KiB
Rust

use crate::engine::{ChatTurn, GenerationOutput, Generator};
use crate::metrics::{Metrics, WorkSource};
use crate::settings::{EngineSettings, TurnSettings};
use std::path::PathBuf;
use std::sync::Arc;
use std::sync::atomic::{AtomicBool, Ordering};
use std::sync::mpsc::{self, Receiver, Sender};
use std::thread;
use std::time::{Duration, Instant};
const RUNTIME_PANIC_ERROR: &str = "The model runtime hit an internal error and was reset.";
#[derive(Clone)]
pub(crate) struct GenerationService {
commands: Sender<Command>,
metrics: Arc<Metrics>,
}
pub(crate) struct ActiveGeneration {
pub(crate) events: Receiver<GenerationEvent>,
pub(crate) cancel: Arc<AtomicBool>,
}
impl Drop for ActiveGeneration {
fn drop(&mut self) {
self.cancel.store(true, Ordering::Relaxed);
}
}
pub(crate) enum CheckpointTarget {
Local(PathBuf),
Transient(PathBuf),
/// Same transient KV handling as [`CheckpointTarget::Transient`], but asked
/// for by the app itself (session titling) rather than by an HTTP client.
OneShot(PathBuf),
}
impl CheckpointTarget {
fn source(&self) -> WorkSource {
match self {
Self::Local(_) | Self::OneShot(_) => WorkSource::LocalChat,
Self::Transient(_) => WorkSource::Http,
}
}
}
pub(crate) enum GenerationEvent {
Loading,
Chunk {
reasoning: bool,
content: String,
},
Context {
used: u32,
limit: u32,
tokens_per_second: Option<f32>,
},
Finished(Result<GenerationOutput, String>),
}
struct Command {
engine: EngineSettings,
turn: TurnSettings,
messages: Vec<ChatTurn>,
checkpoint: CheckpointTarget,
idle_timeout: Duration,
cancel: Arc<AtomicBool>,
events: Sender<GenerationEvent>,
}
impl GenerationService {
pub(crate) fn spawn(metrics: Arc<Metrics>) -> Result<Self, String> {
let (commands, receiver) = mpsc::channel::<Command>();
let worker_metrics = Arc::clone(&metrics);
thread::Builder::new()
.name("model-runtime".into())
.spawn(move || run(receiver, worker_metrics))
.map_err(|error| format!("Could not start the model runtime: {error}"))?;
Ok(Self { commands, metrics })
}
pub(crate) fn generate(
&self,
engine: EngineSettings,
turn: TurnSettings,
messages: Vec<ChatTurn>,
checkpoint: CheckpointTarget,
idle_timeout: Duration,
) -> Result<ActiveGeneration, String> {
let source = checkpoint.source();
let cancel = Arc::new(AtomicBool::new(false));
let (events, receiver) = mpsc::channel();
self.metrics.request_queued(source);
if self
.commands
.send(Command {
engine,
turn,
messages,
checkpoint,
idle_timeout,
cancel: Arc::clone(&cancel),
events,
})
.is_err()
{
self.metrics.request_rejected();
return Err("The model runtime stopped unexpectedly.".to_owned());
}
Ok(ActiveGeneration {
events: receiver,
cancel,
})
}
}
fn run(commands: Receiver<Command>, metrics: Arc<Metrics>) {
let mut loaded = None::<(EngineSettings, Generator)>;
let mut last_used = Instant::now();
let mut idle_timeout = Duration::from_secs(15 * 60);
loop {
match commands.recv_timeout(Duration::from_secs(1)) {
Ok(command) => {
let request_started = Instant::now();
let source = command.checkpoint.source();
let events = command.events.clone();
metrics.request_started(source);
if let Err(error) = catch_runtime_panic(|| {
run_command(
command,
&mut loaded,
&metrics,
request_started,
source,
&mut last_used,
&mut idle_timeout,
);
}) {
metrics.request_failed(request_started.elapsed());
if loaded.take().is_some() {
metrics.unloaded();
}
let _ = events.send(GenerationEvent::Finished(Err(error)));
}
}
Err(mpsc::RecvTimeoutError::Timeout) => {
if loaded.is_some() && last_used.elapsed() >= idle_timeout {
loaded = None;
metrics.unloaded();
}
}
Err(mpsc::RecvTimeoutError::Disconnected) => break,
}
}
}
#[allow(clippy::too_many_arguments)]
fn run_command(
command: Command,
loaded: &mut Option<(EngineSettings, Generator)>,
metrics: &Arc<Metrics>,
request_started: Instant,
source: WorkSource,
last_used: &mut Instant,
idle_timeout: &mut Duration,
) {
*idle_timeout = command.idle_timeout;
if command.cancel.load(Ordering::Relaxed) {
metrics.request_failed(request_started.elapsed());
let _ = command.events.send(GenerationEvent::Finished(
Err("generation cancelled".into()),
));
return;
}
if loaded
.as_ref()
.is_none_or(|(settings, _)| settings != &command.engine)
{
if loaded.take().is_some() {
metrics.unloaded();
}
let _ = command.events.send(GenerationEvent::Loading);
metrics.loading();
let load_started = Instant::now();
*loaded = match Generator::open(&command.engine, Arc::clone(metrics)) {
Ok(generator) => {
let summary = generator.summary();
metrics.loaded(
summary.model,
load_started.elapsed(),
summary.mapped_bytes,
summary.tensor_count,
summary.vocabulary_size,
);
Some((command.engine.clone(), generator))
}
Err(error) => {
metrics.request_failed(request_started.elapsed());
let _ = command.events.send(GenerationEvent::Finished(Err(error)));
None
}
};
}
if let Some((_, generator)) = loaded {
let mut prefill_started = None::<(Instant, u32)>;
let mut emit = |reasoning, content| {
let _ = command
.events
.send(GenerationEvent::Chunk { reasoning, content });
};
let mut progress = |used, limit, tokens_per_second| {
if let Some(speed) = tokens_per_second {
metrics.generation_progress(used, limit, speed);
} else {
let (started, initial) =
prefill_started.get_or_insert_with(|| (Instant::now(), used));
let elapsed = started.elapsed().as_secs_f32();
let speed = if elapsed > 0.0 {
used.saturating_sub(*initial) as f32 / elapsed
} else {
0.0
};
metrics.prefill_progress(used, limit, speed);
}
let _ = command.events.send(GenerationEvent::Context {
used,
limit,
tokens_per_second,
});
};
let result = match command.checkpoint {
CheckpointTarget::Local(path) => generator.generate(
&path,
&command.messages,
&command.turn,
&command.cancel,
&mut emit,
&mut progress,
),
CheckpointTarget::Transient(directory) | CheckpointTarget::OneShot(directory) => {
generator.generate_transient(
&directory,
&command.messages,
&command.turn,
&command.cancel,
&mut emit,
&mut progress,
)
}
};
match &result {
Ok(output) => metrics.request_finished(
source,
request_started.elapsed(),
output.prompt_tokens,
output.cached_tokens,
output.completion_tokens,
output.previous_checkpoint_bytes,
output.checkpoint_bytes,
),
Err(_) => metrics.request_failed(request_started.elapsed()),
}
let _ = command.events.send(GenerationEvent::Finished(result));
*last_used = Instant::now();
}
}
fn catch_runtime_panic<T>(operation: impl FnOnce() -> T) -> Result<T, String> {
// Generator owns GPU handles and is not unwind-safe; callers discard it on error.
std::panic::catch_unwind(std::panic::AssertUnwindSafe(operation))
.map_err(|_| RUNTIME_PANIC_ERROR.to_owned())
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn dropping_active_generation_cancels_it() {
let cancel = Arc::new(AtomicBool::new(false));
let (_, events) = mpsc::channel();
drop(ActiveGeneration {
events,
cancel: Arc::clone(&cancel),
});
assert!(cancel.load(Ordering::Relaxed));
}
#[test]
fn runtime_panic_recovery_accepts_the_next_operation() {
assert_eq!(
catch_runtime_panic(|| panic!("injected runtime panic")),
Err(RUNTIME_PANIC_ERROR.to_owned())
);
assert_eq!(catch_runtime_panic(|| 42), Ok(42));
}
}