1use std::{
9 collections::{HashMap, HashSet},
10 future::Future,
11 panic::AssertUnwindSafe,
12 pin::Pin,
13 sync::Arc,
14 time::Instant,
15};
16
17use async_trait::async_trait;
18use futures::{FutureExt, Stream, StreamExt};
19use parking_lot::Mutex;
20use tokio::sync::{mpsc, oneshot};
21use tokio_stream::wrappers::ReceiverStream;
22use tracing::Instrument;
23
24use switchyard_protocol::{Decision, LlmClientError, Request, Response, RoutingFallbackReason};
32
33use crate::{DriverError, LibsyError, Result, observability};
34
35pub type StepStream = Pin<Box<dyn Stream<Item = Result<Step>> + Send>>;
39
40pub struct CallModel {
54 pub algorithm: String,
57 pub request: Request,
61 pub decision: Decision,
63 reply: oneshot::Sender<Result<Response>>,
65}
66
67impl CallModel {
68 pub fn respond(self, result: Result<Response>) -> Result<()> {
72 self.reply
73 .send(result)
74 .map_err(|_| DriverError::ResponseDropped.into())
75 }
76
77 pub fn into_parts(self) -> (Request, Decision) {
88 let Self {
89 request,
90 decision,
91 reply,
92 ..
93 } = self;
94 let _ = reply.send(Err(DriverError::Abandoned.into()));
98 (request, decision)
99 }
100}
101
102#[derive(Clone)]
104pub struct Driver {
105 step_tx: mpsc::Sender<Result<Step>>,
106 algorithm: String,
109}
110
111impl Driver {
112 pub(crate) fn new(algorithm: &str) -> (Self, mpsc::Receiver<Result<Step>>) {
115 let (step_tx, step_rx) = mpsc::channel(1);
120 (
121 Self {
122 step_tx,
123 algorithm: algorithm.to_string(),
124 },
125 step_rx,
126 )
127 }
128
129 #[tracing::instrument(
137 target = "libsy",
138 name = "libsy.llm_call",
139 skip_all,
140 fields(
141 algorithm = self.algorithm,
142 selected_model = decision.selected_model_id(),
143 openinference.span.kind = "CHAIN",
144 outcome = tracing::field::Empty,
145 error = tracing::field::Empty,
146 input_tokens = tracing::field::Empty,
147 output_tokens = tracing::field::Empty,
148 total_tokens = tracing::field::Empty,
149 reasoning_tokens = tracing::field::Empty,
150 )
151 )]
152 pub async fn call_model(&self, request: Request, decision: Decision) -> Result<Response> {
153 let selected_model_id = decision.selected_model_id().to_string();
154 let is_answer_call = decision.is_answer_call();
155 let started = Instant::now();
156 let (reply, response) = oneshot::channel::<Result<Response>>();
157 let call = CallModel {
158 algorithm: self.algorithm.clone(),
159 request,
160 decision,
161 reply,
162 };
163 let result = async {
164 self.step_tx
165 .send(Ok(Step::CallModel(Box::new(call))))
166 .await
167 .map_err(|_| DriverError::StreamClosed)?;
168 response
169 .await
170 .map_err(|_| LibsyError::from(DriverError::ResponseDropped))?
171 }
172 .await;
173 let elapsed = started.elapsed();
174 observability::record_llm_call(
175 &self.algorithm,
176 &selected_model_id,
177 is_answer_call,
178 elapsed,
179 &result,
180 &tracing::Span::current(),
181 );
182 result
183 }
184
185 pub async fn decide(&self, decision: Decision) -> Result<()> {
189 self.step_tx
190 .send(Ok(Step::Decision(decision.clone())))
191 .await
192 .map_err(|_| DriverError::StreamClosed)?;
193 observability::record_decision(&self.algorithm, &decision);
194 Ok(())
195 }
196
197 pub(crate) async fn finish(&self, result: Result<Response>) -> Result<()> {
201 let step = result.map(|response| Step::Done(Box::new(response)));
202 self.step_tx
203 .send(step)
204 .await
205 .map_err(|_| DriverError::StreamClosed.into())
206 }
207}
208
209pub enum Step {
211 CallModel(Box<CallModel>),
214 Decision(Decision),
217 Done(Box<Response>),
219}
220
221pub async fn drive<F, Fut>(
234 algorithm: Arc<dyn Algorithm>,
235 request: Request,
236 serve: F,
237) -> Result<(Vec<Decision>, Response)>
238where
239 F: Fn(CallModel) -> Fut,
240 Fut: Future<Output = Result<()>>,
241{
242 let stream = algorithm.run_stream(request);
243 tokio::pin!(stream);
244
245 let mut trace: Vec<Decision> = Vec::new();
246 let mut in_flight = futures::stream::FuturesUnordered::new();
247 let mut final_response: Option<Response> = None;
248
249 loop {
250 tokio::select! {
251 Some(result) = in_flight.next() => match result {
252 Ok(()) => {}, Err(err) => return Err(err), },
255 step = stream.next() => {
256 match step {
257 None => break, Some(item) => match item? {
259 Step::CallModel(call) => in_flight.push(serve(*call)),
260 Step::Decision(decision) => trace.push(decision),
261 Step::Done(response) => {
262 final_response = Some(*response);
263 break;
264 }
265 }
266 }
267 },
268 }
269 }
270 final_response
271 .map(|response| (trace, response))
272 .ok_or(LibsyError::MissingFinalResponse)
273}
274
275fn panic_message(payload: &(dyn std::any::Any + Send)) -> String {
277 payload
278 .downcast_ref::<&'static str>()
279 .map(|message| (*message).to_string())
280 .or_else(|| payload.downcast_ref::<String>().cloned())
281 .unwrap_or_else(|| "unknown panic payload".to_string())
282}
283
284struct AbortOnDrop(tokio::task::AbortHandle);
286
287impl Drop for AbortOnDrop {
288 fn drop(&mut self) {
289 self.0.abort();
290 }
291}
292
293#[derive(Clone)]
297pub struct LlmTarget {
298 pub semantic_name: String,
302}
303
304#[derive(Clone)]
308pub struct LlmTargetSet {
309 targets: Vec<LlmTarget>,
310}
311
312impl LlmTargetSet {
313 pub fn new(targets: Vec<LlmTarget>) -> Self {
315 Self { targets }
316 }
317
318 pub fn targets(&self) -> &[LlmTarget] {
320 &self.targets
321 }
322
323 pub fn get_target(&self, name: &str) -> Result<LlmTarget> {
325 self.targets
326 .iter()
327 .find(|t| t.semantic_name == name)
328 .cloned()
329 .ok_or_else(|| LibsyError::TargetNotFound {
330 target: name.to_string(),
331 })
332 }
333
334 pub fn resolve_target(&self, name: &str, excluded: &HashSet<String>) -> Result<LlmTarget> {
337 let target = self.get_target(name)?;
338 if !excluded.contains(&target.semantic_name) {
339 return Ok(target);
340 }
341 self.targets
342 .iter()
343 .find(|t| !excluded.contains(&t.semantic_name))
344 .cloned()
345 .ok_or(LibsyError::AllTargetsExcluded)
346 }
347}
348
349#[derive(Clone, Hash, PartialEq, Eq)]
353pub(crate) enum RoutingIdentity {
354 Session(String),
356 Subagent { session: String, agent: String },
358}
359
360impl RoutingIdentity {
361 pub(crate) fn from_request(request: &Request) -> Option<Self> {
366 let metadata = request.metadata.as_ref()?;
367 let session = metadata.session_id.as_deref().filter(|id| !id.is_empty())?;
368 if metadata.is_subagent {
369 let agent = metadata.agent_id.as_deref().filter(|id| !id.is_empty())?;
370 Some(Self::Subagent {
371 session: session.to_string(),
372 agent: agent.to_string(),
373 })
374 } else {
375 Some(Self::Session(session.to_string()))
376 }
377 }
378
379 fn session(&self) -> &str {
381 match self {
382 Self::Session(session) | Self::Subagent { session, .. } => session,
383 }
384 }
385}
386
387const MAX_EVICTION_IDENTITIES: usize = 1_024;
390
391#[derive(Default)]
397pub(crate) struct SessionEvictions {
398 by_identity: Mutex<HashMap<RoutingIdentity, HashSet<String>>>,
399}
400
401impl SessionEvictions {
402 pub(crate) fn remove_session(&self, session: &str) {
404 self.by_identity
405 .lock()
406 .retain(|identity, _| identity.session() != session);
407 }
408
409 fn evicted_for(&self, identity: Option<&RoutingIdentity>) -> Vec<String> {
411 let Some(identity) = identity else {
412 return Vec::new();
413 };
414 self.by_identity
415 .lock()
416 .get(identity)
417 .map(|targets| targets.iter().cloned().collect())
418 .unwrap_or_default()
419 }
420
421 fn record(&self, identity: Option<&RoutingIdentity>, target: &str) {
424 let Some(identity) = identity else { return };
425 let mut histories = self.by_identity.lock();
426 if histories.len() >= MAX_EVICTION_IDENTITIES
427 && !histories.contains_key(identity)
428 && let Some(oldest) = histories.keys().next().cloned()
429 {
430 histories.remove(&oldest);
431 }
432 histories
433 .entry(identity.clone())
434 .or_default()
435 .insert(target.to_string());
436 }
437}
438
439fn eligible_targets(targets: &LlmTargetSet, excluded: &HashSet<String>) -> usize {
441 targets
442 .targets()
443 .iter()
444 .filter(|t| !excluded.contains(&t.semantic_name))
445 .count()
446}
447
448pub(crate) fn exclude_evicted(
451 excluded: &mut HashSet<String>,
452 targets: &LlmTargetSet,
453 evictions: &SessionEvictions,
454 identity: Option<&RoutingIdentity>,
455) {
456 for target in evictions.evicted_for(identity) {
457 if eligible_targets(targets, excluded) <= 1 {
460 break;
461 }
462 excluded.insert(target);
463 }
464}
465
466fn classify_fallback(error: &LibsyError) -> Option<(&str, RoutingFallbackReason)> {
468 let LibsyError::ClientCall { target, source } = error else {
469 return None;
470 };
471 let reason = match source {
472 LlmClientError::ContextWindowExceeded { .. } => RoutingFallbackReason::ContextWindow,
473 LlmClientError::Transport { .. } | LlmClientError::Timeout { .. } => {
474 RoutingFallbackReason::Unavailable
475 }
476 LlmClientError::UpstreamHttp { status, .. }
477 if matches!(*status, 403 | 408 | 429) || (500..=599).contains(status) =>
478 {
479 RoutingFallbackReason::Unavailable
480 }
481 _ => return None,
482 };
483 Some((target, reason))
484}
485
486#[allow(clippy::too_many_arguments)]
494pub(crate) async fn call_model_with_fallback(
495 excluded: &mut HashSet<String>,
496 driver: &Driver,
497 targets: &LlmTargetSet,
498 mut target: LlmTarget,
499 mut decision: Decision,
500 request: Request,
501 identity: Option<&RoutingIdentity>,
502 evictions: &SessionEvictions,
503 target_unavailable: impl Fn(&Request, &str),
504 fallback_decision: impl Fn(&LlmTarget, &LlmTarget, RoutingFallbackReason) -> Decision,
505) -> Result<Response> {
506 loop {
507 let result = driver.call_model(request.clone(), decision.clone()).await;
508 let Err(error) = result else { return result };
509 let Some((failed, reason)) = classify_fallback(&error) else {
510 return Err(error);
511 };
512 if !excluded.insert(failed.to_string()) {
515 return Err(error);
516 }
517 match reason {
518 RoutingFallbackReason::ContextWindow => evictions.record(identity, failed),
519 RoutingFallbackReason::Unavailable => target_unavailable(&request, failed),
520 }
521 let Ok(next) = targets.resolve_target(&target.semantic_name, excluded) else {
522 return Err(error);
523 };
524 decision = fallback_decision(&target, &next, reason);
525 target = next;
526 driver.decide(decision.clone()).await?;
527 }
528}
529
530#[async_trait]
552pub trait Algorithm: Send + Sync + 'static {
553 fn name(&self) -> &str;
557
558 async fn route(self: Arc<Self>, driver: Driver, request: Request) -> Result<Response>;
562
563 fn run_stream(self: Arc<Self>, request: Request) -> StepStream {
572 let (driver, step_rx) = Driver::new(self.name());
573 let span = observability::run_span(self.name(), &request);
574 let handle = tokio::spawn(
575 async move {
576 let algorithm = self.name().to_string();
577 let route = AssertUnwindSafe(self.route(driver.clone(), request)).catch_unwind();
579 let result = observability::observe_run(&algorithm, async move {
580 route.await.unwrap_or_else(|payload| {
581 Err(LibsyError::AlgorithmError {
582 message: format!(
583 "algorithm task panicked: {}",
584 panic_message(payload.as_ref())
585 ),
586 })
587 })
588 })
589 .await;
590
591 let _ = driver.finish(result).await;
592 }
593 .instrument(span),
594 );
595 let abort_guard = AbortOnDrop(handle.abort_handle());
597 Box::pin(ReceiverStream::new(step_rx).map(move |step| {
598 let _keep_alive = &abort_guard;
600 step
601 }))
602 }
603}
604
605#[cfg(test)]
606mod tests {
607 use super::*;
608 use crate::core::testing::{Serve, ServeResult, echo, reply, test_drive};
609 use futures::StreamExt;
610 use switchyard_protocol::{
611 LlmResponse, LlmResponseChunk, completion_text, text_request, text_response,
612 };
613
614 #[derive(Debug, thiserror::Error)]
615 #[error("{0}")]
616 struct TestError(&'static str);
617
618 fn test_error(message: &'static str) -> LibsyError {
619 LibsyError::external("test", TestError(message))
620 }
621
622 fn classified_client_error(source: LlmClientError) -> Option<RoutingFallbackReason> {
623 classify_fallback(&LibsyError::client_call("target", source)).map(|(_, reason)| reason)
624 }
625
626 #[test]
627 fn route_fallback_only_accepts_context_and_unavailable_failures() {
628 assert_eq!(
629 classified_client_error(LlmClientError::ContextWindowExceeded {
630 model: "target".to_string(),
631 message: "too long".to_string(),
632 }),
633 Some(RoutingFallbackReason::ContextWindow)
634 );
635 for source in [
636 LlmClientError::Transport {
637 source: Box::new(std::io::Error::other("connection failed")),
638 },
639 LlmClientError::Timeout {
640 source: Box::new(std::io::Error::other("request timed out")),
641 },
642 ] {
643 assert_eq!(
644 classified_client_error(source),
645 Some(RoutingFallbackReason::Unavailable)
646 );
647 }
648 for (status, expected) in [
649 (400, None),
650 (401, None),
651 (403, Some(RoutingFallbackReason::Unavailable)),
652 (404, None),
653 (408, Some(RoutingFallbackReason::Unavailable)),
654 (409, None),
655 (429, Some(RoutingFallbackReason::Unavailable)),
656 (499, None),
657 (500, Some(RoutingFallbackReason::Unavailable)),
658 (599, Some(RoutingFallbackReason::Unavailable)),
659 (600, None),
660 ] {
661 assert_eq!(
662 classified_client_error(LlmClientError::UpstreamHttp {
663 status,
664 body: "failed".to_string(),
665 }),
666 expected
667 );
668 }
669 assert_eq!(
670 classified_client_error(LlmClientError::InvalidResponse {
671 source: Box::new(std::io::Error::other("invalid response")),
672 }),
673 None
674 );
675 }
676
677 fn test_decision(selected_model_id: String) -> Decision {
679 Decision::new(selected_model_id, None, true)
680 }
681
682 struct TestAlgo {
685 target_set: LlmTargetSet,
686 }
687
688 #[async_trait]
689 impl Algorithm for TestAlgo {
690 fn name(&self) -> &str {
691 "test"
692 }
693
694 async fn route(self: Arc<Self>, driver: Driver, request: Request) -> Result<Response> {
695 let target = self
696 .target_set
697 .targets()
698 .first()
699 .ok_or(LibsyError::NoTargets)?
700 .clone();
701 let decision = test_decision(target.semantic_name.clone());
702 driver.decide(decision.clone()).await?;
703 driver.call_model(request, decision).await
704 }
705 }
706
707 fn orch(target_set: LlmTargetSet) -> Arc<dyn Algorithm> {
709 Arc::new(TestAlgo { target_set })
710 }
711
712 fn request() -> Request {
713 Request {
714 llm_request: text_request(Some("auto".to_string()), "hi".to_string()),
715 raw_request: None,
716 metadata: None,
717 }
718 }
719
720 fn target_set(names: &[&str]) -> LlmTargetSet {
721 let targets = names
722 .iter()
723 .map(|name| LlmTarget {
724 semantic_name: name.to_string(),
725 })
726 .collect();
727 LlmTargetSet::new(targets)
728 }
729
730 #[tokio::test]
731 async fn typed_driver_preserves_call_and_stream_boundaries() -> Result<()> {
732 tokio::time::timeout(std::time::Duration::from_secs(1), async {
733 let (driver, mut step_rx) = Driver::new("test");
736 let first_driver = driver.clone();
737 let mut first = tokio::spawn(async move {
738 first_driver
739 .call_model(request(), test_decision("first".to_string()))
740 .await
741 });
742 let second = tokio::spawn(async move {
743 driver
744 .call_model(request(), test_decision("second".to_string()))
745 .await
746 });
747
748 let mut calls = HashMap::new();
749 for _ in 0..2 {
750 let step = step_rx.recv().await.ok_or(DriverError::StreamClosed)??;
751 let Step::CallModel(call) = step else {
752 return Err(test_error("expected a CallModel step"));
753 };
754 calls.insert(call.decision.selected_model_id().to_string(), call);
755 }
756 assert!(
757 tokio::time::timeout(std::time::Duration::from_millis(20), &mut first)
758 .await
759 .is_err(),
760 "call completed before the host responded"
761 );
762 calls
763 .remove("second")
764 .ok_or_else(|| test_error("missing second call"))?
765 .respond(Ok(reply("second response")))?;
766 calls
767 .remove("first")
768 .ok_or_else(|| test_error("missing first call"))?
769 .respond(Ok(reply("first response")))?;
770
771 let first_response = first
772 .await
773 .map_err(|source| LibsyError::external("joining a test task", source))??;
774 let second_response = second
775 .await
776 .map_err(|source| LibsyError::external("joining a test task", source))??;
777 assert_eq!(
778 first_response.llm_response.as_agg().map(completion_text),
779 Some("first response".to_string())
780 );
781 assert_eq!(
782 second_response.llm_response.as_agg().map(completion_text),
783 Some("second response".to_string())
784 );
785
786 let (driver, mut step_rx) = Driver::new("test");
788 let producer = tokio::spawn(async move {
789 driver
790 .call_model(request(), test_decision("dropped".to_string()))
791 .await
792 });
793 let step = step_rx.recv().await.ok_or(DriverError::StreamClosed)??;
794 let Step::CallModel(call) = step else {
795 return Err(test_error("expected a CallModel step"));
796 };
797 drop(call);
798 let result = producer
799 .await
800 .map_err(|source| LibsyError::external("joining a test task", source))?;
801 assert!(matches!(
802 result,
803 Err(LibsyError::Driver(DriverError::ResponseDropped))
804 ));
805
806 let (driver, step_rx) = Driver::new("test");
808 drop(step_rx);
809 let decision = test_decision("closed".to_string());
810 let result = driver.decide(decision).await;
811 assert!(matches!(
812 result,
813 Err(LibsyError::Driver(DriverError::StreamClosed))
814 ));
815 Ok(())
816 })
817 .await
818 .map_err(|error| LibsyError::external("waiting for typed driver boundaries", error))?
819 }
820
821 #[tokio::test]
826 async fn into_parts_yields_the_call_without_answering_it() -> Result<()> {
827 let (driver, mut step_rx) = Driver::new("test");
828 let decision = test_decision("answer/model".to_string());
829 let producer = tokio::spawn({
830 let decision = decision.clone();
831 async move { driver.call_model(request(), decision).await }
832 });
833
834 let step = step_rx.recv().await.ok_or(DriverError::StreamClosed)??;
835 let Step::CallModel(call) = step else {
836 return Err(test_error("expected a CallModel step"));
837 };
838 let (taken_request, taken_decision) = call.into_parts();
839 assert_eq!(taken_decision.selected_model_id(), "answer/model");
840 assert!(taken_decision.is_answer_call());
841 assert_eq!(taken_request.llm_request, request().llm_request);
842
843 let result = producer
844 .await
845 .map_err(|source| LibsyError::external("joining a test task", source))?;
846 assert!(matches!(
847 result,
848 Err(LibsyError::Driver(DriverError::Abandoned))
849 ));
850 Ok(())
851 }
852
853 #[test]
856 fn abandoning_and_dropping_a_call_report_different_outcomes() {
857 let abandoned: Result<Response> = Err(DriverError::Abandoned.into());
858 let dropped: Result<Response> = Err(DriverError::ResponseDropped.into());
859 assert_eq!(observability::outcome_value(&abandoned), "abandoned");
860 assert_eq!(observability::outcome_value(&dropped), "error");
861 assert!(observability::is_abandoned(&abandoned));
862 assert!(!observability::is_abandoned(&dropped));
863 }
864
865 #[test]
866 fn target_lookup_returns_the_missing_target() {
867 let error = target_set(&[]).get_target("missing").err();
868 assert!(matches!(
869 error,
870 Some(LibsyError::TargetNotFound { target }) if target == "missing"
871 ));
872 }
873
874 fn streaming_orch(chunks: Vec<LlmResponseChunk>) -> (Arc<dyn Algorithm>, impl Serve) {
877 let algo = orch(target_set(&["stream/model"]));
878 let serve = move |_decision: Decision, _request: Request| {
879 let chunks = chunks.clone();
880 async move {
881 let stream =
882 futures::stream::iter(chunks.into_iter().map(|chunk| Ok(chunk.into()))).boxed();
883 Ok(Response {
884 llm_response: LlmResponse::Stream(stream),
885 metadata: None,
886 })
887 }
888 };
889 (algo, serve)
890 }
891
892 #[tokio::test]
893 async fn run_returns_a_streamed_response_the_caller_aggregates() -> Result<()> {
894 let (orch, serve) = streaming_orch(vec![
897 LlmResponseChunk::MessageStart {
898 id: Some("m1".to_string()),
899 model: Some("stream/model".to_string()),
900 },
901 LlmResponseChunk::TextDelta {
902 index: 0,
903 text: "hel".to_string(),
904 },
905 LlmResponseChunk::TextDelta {
906 index: 0,
907 text: "lo".to_string(),
908 },
909 LlmResponseChunk::MessageStop {
910 reason: Some("stop".to_string()),
911 },
912 ]);
913 let (trace, response) = test_drive(orch, request(), serve).await?;
914 let agg = response
916 .llm_response
917 .into_agg()
918 .await
919 .map_err(|error| LibsyError::external("aggregating response stream", error))?;
920 assert_eq!(completion_text(&agg), "hello");
921 assert_eq!(agg.model.as_deref(), Some("stream/model"));
922 assert_eq!(trace.len(), 1);
923 Ok(())
924 }
925
926 #[tokio::test]
927 async fn aggregating_a_streamed_response_propagates_a_mid_stream_error() -> Result<()> {
928 let (orch, serve) = streaming_orch(vec![
931 LlmResponseChunk::TextDelta {
932 index: 0,
933 text: "partial".to_string(),
934 },
935 LlmResponseChunk::StreamError {
936 message: "upstream exploded".to_string(),
937 },
938 ]);
939 let (_, response) = test_drive(orch, request(), serve).await?;
940 match response.llm_response.into_agg().await {
941 Ok(_) => panic!("expected a mid-stream error, got an aggregate"),
942 Err(err) => {
943 assert!(err.to_string().contains("upstream exploded"));
944 Ok(())
945 }
946 }
947 }
948
949 #[tokio::test]
950 async fn run_offloads_via_promise_then_finishes() -> Result<()> {
951 let stream = orch(target_set(&["offload/model"])).run_stream(request());
954 tokio::pin!(stream);
955
956 let mut saw_call = false;
957 let mut final_completion = None;
958 while let Some(step) = stream.next().await {
959 match step? {
960 Step::CallModel(call) => {
961 saw_call = true;
962 assert_eq!(call.decision.selected_model_id(), "offload/model");
964 call.respond(Ok(Response {
966 llm_response: LlmResponse::Agg(text_response(
967 None,
968 "fulfilled".to_string(),
969 )),
970 metadata: None,
971 }))?;
972 }
973 Step::Decision(decision) => {
974 assert_eq!(decision.selected_model_id(), "offload/model");
975 }
976 Step::Done(response) => {
977 final_completion = Some(
978 response
979 .llm_response
980 .as_agg()
981 .map(completion_text)
982 .unwrap_or_default(),
983 );
984 }
985 }
986 }
987
988 assert!(saw_call, "expected a CallModel step before Done");
989 assert_eq!(
990 final_completion.ok_or_else(|| test_error("no Done step"))?,
991 "fulfilled"
992 );
993 Ok(())
994 }
995
996 #[tokio::test]
997 async fn a_driven_run_returns_the_trace_and_the_final_response() -> Result<()> {
998 let (trace, response) =
999 test_drive(orch(target_set(&["direct/model"])), request(), echo()).await?;
1000 assert_eq!(
1002 response
1003 .llm_response
1004 .as_agg()
1005 .map(completion_text)
1006 .unwrap_or_default(),
1007 "direct/model"
1008 );
1009 assert_eq!(trace[0].selected_model_id(), "direct/model");
1010 Ok(())
1011 }
1012
1013 #[tokio::test(flavor = "multi_thread", worker_threads = 12)]
1014 async fn requests_are_processed_in_parallel() -> Result<()> {
1015 use std::time::Duration;
1016 use tokio::sync::Barrier;
1017
1018 const N: usize = 12;
1019
1020 let barrier = Arc::new(Barrier::new(N));
1025 let algo = orch(target_set(&["m"]));
1027
1028 let mut handles = Vec::new();
1029 for _ in 0..N {
1030 let algo = algo.clone();
1031 let barrier = barrier.clone();
1032 let serve = move |decision: Decision, _request: Request| {
1033 let barrier = barrier.clone();
1034 async move {
1035 barrier.wait().await;
1036 Ok(reply(decision.selected_model_id()))
1037 }
1038 };
1039 handles.push(tokio::spawn(async move {
1040 test_drive(algo, request(), serve)
1041 .await
1042 .map(|(_, response)| {
1043 response
1044 .llm_response
1045 .as_agg()
1046 .map(completion_text)
1047 .unwrap_or_default()
1048 })
1049 }));
1050 }
1051
1052 for handle in handles {
1053 let completion = tokio::time::timeout(Duration::from_secs(5), handle)
1055 .await
1056 .map_err(|error| LibsyError::external("waiting for test task", error))?
1057 .map_err(|source| LibsyError::external("joining a test task", source))??;
1058 assert_eq!(completion, "m");
1059 }
1060 Ok(())
1061 }
1062
1063 #[tokio::test]
1064 async fn offload_error_propagates_back_to_the_algorithm() -> Result<()> {
1065 let stream = orch(target_set(&["offload/model"])).run_stream(request());
1069 tokio::pin!(stream);
1070
1071 let mut saw_error = false;
1072 while let Some(step) = stream.next().await {
1073 match step {
1074 Ok(Step::CallModel(call)) => {
1075 call.respond(Err(test_error("upstream model call failed")))?;
1076 }
1077 Ok(Step::Decision(_)) => {}
1078 Ok(Step::Done(..)) => {
1079 return Err(test_error(
1080 "expected the offload error to propagate, got a response",
1081 ));
1082 }
1083 Err(err) => {
1084 assert!(err.to_string().contains("upstream model call failed"));
1086 saw_error = true;
1087 }
1088 }
1089 }
1090
1091 assert!(saw_error, "expected an error step");
1092 Ok(())
1093 }
1094
1095 #[tokio::test]
1096 async fn dropping_the_stream_cancels_the_algorithm_task() -> Result<()> {
1097 use std::sync::atomic::{AtomicBool, Ordering};
1098 use std::time::Duration;
1099 use tokio::sync::mpsc;
1100
1101 struct DropGuard(Arc<AtomicBool>);
1104 impl Drop for DropGuard {
1105 fn drop(&mut self) {
1106 self.0.store(true, Ordering::SeqCst);
1107 }
1108 }
1109
1110 struct StuckAlgo {
1111 started: mpsc::UnboundedSender<()>,
1112 dropped: Arc<AtomicBool>,
1113 }
1114
1115 #[async_trait]
1116 impl Algorithm for StuckAlgo {
1117 fn name(&self) -> &str {
1118 "stuck"
1119 }
1120
1121 async fn route(
1122 self: Arc<Self>,
1123 _driver: Driver,
1124 _request: Request,
1125 ) -> Result<Response> {
1126 let _guard = DropGuard(self.dropped.clone());
1127 let _ = self.started.send(());
1128 std::future::pending::<()>().await;
1130 unreachable!()
1131 }
1132 }
1133
1134 let (started_tx, mut started_rx) = mpsc::unbounded_channel();
1135 let dropped = Arc::new(AtomicBool::new(false));
1136 let algo: Arc<dyn Algorithm> = Arc::new(StuckAlgo {
1137 started: started_tx,
1138 dropped: dropped.clone(),
1139 });
1140
1141 let stream = algo.run_stream(request());
1142 started_rx
1143 .recv()
1144 .await
1145 .ok_or_else(|| test_error("task never started"))?;
1146 drop(stream);
1147 tokio::time::sleep(Duration::from_millis(100)).await;
1148
1149 assert!(
1150 dropped.load(Ordering::SeqCst),
1151 "algorithm task was NOT cancelled after dropping the stream"
1152 );
1153 Ok(())
1154 }
1155
1156 #[tokio::test]
1157 async fn route_panic_surfaces_as_a_stream_error() -> Result<()> {
1158 struct Panicky;
1161
1162 #[async_trait]
1163 impl Algorithm for Panicky {
1164 fn name(&self) -> &str {
1165 "panicky"
1166 }
1167
1168 async fn route(
1169 self: Arc<Self>,
1170 _driver: Driver,
1171 _request: Request,
1172 ) -> Result<Response> {
1173 panic!("boom");
1174 }
1175 }
1176
1177 let algo: Arc<dyn Algorithm> = Arc::new(Panicky);
1178 let stream = algo.run_stream(request());
1179 tokio::pin!(stream);
1180
1181 let mut saw_error = false;
1182 while let Some(step) = stream.next().await {
1183 match step {
1184 Err(err) => {
1185 assert!(err.to_string().contains("algorithm task panicked: boom"));
1187 saw_error = true;
1188 }
1189 Ok(_) => return Err(test_error("expected the panic to surface as an error step")),
1190 }
1191 }
1192
1193 assert!(saw_error, "expected an error step from the panicked task");
1194 Ok(())
1195 }
1196
1197 #[tokio::test]
1201 async fn a_panic_with_a_leaked_driver_clone_still_terminates_the_run() -> Result<()> {
1202 struct LeakyPanic;
1203
1204 #[async_trait]
1205 impl Algorithm for LeakyPanic {
1206 fn name(&self) -> &str {
1207 "leaky_panic"
1208 }
1209
1210 async fn route(self: Arc<Self>, driver: Driver, _request: Request) -> Result<Response> {
1211 tokio::spawn(async move {
1212 let _keep_alive = driver;
1214 std::future::pending::<()>().await;
1215 });
1216 tokio::task::yield_now().await;
1217 panic!("boom");
1218 }
1219 }
1220
1221 let algo: Arc<dyn Algorithm> = Arc::new(LeakyPanic);
1222 let result = tokio::time::timeout(
1224 std::time::Duration::from_secs(1),
1225 test_drive(algo, request(), echo()),
1226 )
1227 .await
1228 .map_err(|error| LibsyError::external("waiting for the panicked run to end", error))?;
1229
1230 match result {
1231 Ok(_) => Err(test_error(
1232 "expected the panic to end the run with an error",
1233 )),
1234 Err(err) => {
1235 assert!(err.to_string().contains("algorithm task panicked: boom"));
1236 Ok(())
1237 }
1238 }
1239 }
1240
1241 #[tokio::test]
1242 async fn cancelling_run_cancels_the_algorithm_task() -> Result<()> {
1243 use std::sync::atomic::{AtomicBool, Ordering};
1244 use std::time::Duration;
1245 use tokio::sync::mpsc;
1246
1247 struct DropGuard(Arc<AtomicBool>);
1250 impl Drop for DropGuard {
1251 fn drop(&mut self) {
1252 self.0.store(true, Ordering::SeqCst);
1253 }
1254 }
1255
1256 struct StuckAlgo {
1257 started: mpsc::UnboundedSender<()>,
1258 dropped: Arc<AtomicBool>,
1259 }
1260
1261 #[async_trait]
1262 impl Algorithm for StuckAlgo {
1263 fn name(&self) -> &str {
1264 "stuck"
1265 }
1266
1267 async fn route(
1268 self: Arc<Self>,
1269 _driver: Driver,
1270 _request: Request,
1271 ) -> Result<Response> {
1272 let _guard = DropGuard(self.dropped.clone());
1273 let _ = self.started.send(());
1274 std::future::pending::<()>().await;
1277 unreachable!()
1278 }
1279 }
1280
1281 let (started_tx, mut started_rx) = mpsc::unbounded_channel();
1282 let dropped = Arc::new(AtomicBool::new(false));
1283 let algo: Arc<dyn Algorithm> = Arc::new(StuckAlgo {
1284 started: started_tx,
1285 dropped: dropped.clone(),
1286 });
1287
1288 let run_task = tokio::spawn(async move { test_drive(algo, request(), echo()).await });
1291 started_rx
1292 .recv()
1293 .await
1294 .ok_or_else(|| test_error("task never started"))?;
1295 run_task.abort();
1296 tokio::time::sleep(Duration::from_millis(100)).await;
1297
1298 assert!(
1299 dropped.load(Ordering::SeqCst),
1300 "algorithm task was NOT cancelled after cancelling run"
1301 );
1302 Ok(())
1303 }
1304
1305 struct Hedge {
1310 winner: LlmTarget,
1311 loser: LlmTarget,
1312 }
1313
1314 #[async_trait]
1315 impl Algorithm for Hedge {
1316 fn name(&self) -> &str {
1317 "hedge"
1318 }
1319
1320 async fn route(self: Arc<Self>, driver: Driver, request: Request) -> Result<Response> {
1321 let dec_w = test_decision(self.winner.semantic_name.clone());
1322 let dec_l = test_decision(self.loser.semantic_name.clone());
1323 let win = driver.call_model(request.clone(), dec_w);
1324 let lose = driver.call_model(request, dec_l);
1325 tokio::select! {
1327 res = win => res,
1328 res = lose => res,
1329 }
1330 }
1331 }
1332
1333 fn hedge(loser_delay: Option<std::time::Duration>) -> (Arc<dyn Algorithm>, impl Serve) {
1337 let started = Arc::new(tokio::sync::Notify::new());
1338 let algo = Arc::new(Hedge {
1339 winner: LlmTarget {
1340 semantic_name: "winner".to_string(),
1341 },
1342 loser: LlmTarget {
1343 semantic_name: "loser".to_string(),
1344 },
1345 });
1346 let serve = move |decision: Decision, _request: Request| {
1347 let started = started.clone();
1348 async move {
1349 if decision.selected_model_id() == "loser" {
1350 started.notify_one();
1351 match loser_delay {
1352 Some(delay) => tokio::time::sleep(delay).await,
1353 None => std::future::pending::<()>().await,
1354 }
1355 } else {
1356 started.notified().await;
1357 }
1358 Ok(reply(decision.selected_model_id()))
1359 }
1360 };
1361 (algo, serve)
1362 }
1363
1364 #[tokio::test]
1365 async fn run_returns_the_winner_without_a_late_loser_overwriting_it() -> Result<()> {
1366 let (algo, serve) = hedge(Some(std::time::Duration::from_millis(50)));
1369 let (_trace, response) = test_drive(algo, request(), serve).await?;
1370 assert_eq!(
1371 response
1372 .llm_response
1373 .as_agg()
1374 .map(completion_text)
1375 .unwrap_or_default(),
1376 "winner"
1377 );
1378 Ok(())
1379 }
1380
1381 #[tokio::test]
1382 async fn run_returns_the_winner_without_hanging_on_a_pending_loser() -> Result<()> {
1383 let (algo, serve) = hedge(None);
1386 let run = test_drive(algo, request(), serve);
1387 let (_trace, response) = tokio::time::timeout(std::time::Duration::from_secs(1), run)
1388 .await
1389 .map_err(|error| LibsyError::external("waiting for pending loser", error))??;
1390 assert_eq!(
1391 response
1392 .llm_response
1393 .as_agg()
1394 .map(completion_text)
1395 .unwrap_or_default(),
1396 "winner"
1397 );
1398 Ok(())
1399 }
1400
1401 #[tokio::test]
1402 async fn run_surfaces_a_terminal_error_with_many_calls_in_flight() -> Result<()> {
1403 use std::sync::atomic::{AtomicUsize, Ordering};
1404
1405 const N: usize = 10;
1408
1409 struct FanOutThenError {
1412 all_started: Arc<tokio::sync::Notify>,
1413 n: usize,
1414 }
1415
1416 #[async_trait]
1417 impl Algorithm for FanOutThenError {
1418 fn name(&self) -> &str {
1419 "fan_out_then_error"
1420 }
1421
1422 async fn route(self: Arc<Self>, driver: Driver, request: Request) -> Result<Response> {
1423 let offloads = futures::future::join_all((0..self.n).map(|i| {
1424 let decision = test_decision(format!("m{i}"));
1425 driver.call_model(request.clone(), decision)
1426 }));
1427 tokio::select! {
1428 _ = offloads => Err(test_error("offloads unexpectedly completed")),
1429 _ = self.all_started.notified() => {
1430 Err(test_error("terminal error while calls pending"))
1431 }
1432 }
1433 }
1434 }
1435
1436 let all_started = Arc::new(tokio::sync::Notify::new());
1437 let algo: Arc<dyn Algorithm> = Arc::new(FanOutThenError {
1438 all_started: all_started.clone(),
1439 n: N,
1440 });
1441
1442 let started = Arc::new(AtomicUsize::new(0));
1444 let serve = move |_decision: Decision, _request: Request| {
1445 let started = started.clone();
1446 let all_started = all_started.clone();
1447 async move {
1448 if started.fetch_add(1, Ordering::SeqCst) + 1 == N {
1449 all_started.notify_one();
1450 }
1451 std::future::pending::<ServeResult>().await
1452 }
1453 };
1454
1455 let run = test_drive(algo, request(), serve);
1458 let result = tokio::time::timeout(std::time::Duration::from_millis(500), run)
1459 .await
1460 .map_err(|error| {
1461 LibsyError::external("waiting for terminal error with full call cap", error)
1462 })?;
1463 match result {
1464 Ok(_) => Err(test_error("expected the terminal error, got a response")),
1465 Err(err) => {
1466 assert!(
1467 err.to_string()
1468 .contains("terminal error while calls pending")
1469 );
1470 Ok(())
1471 }
1472 }
1473 }
1474}