litellm/litellm-rust/crates/inference/tests/caching.rs

use std::{
    convert::Infallible,
    num::NonZeroUsize,
    sync::{
        Arc, OnceLock,
        atomic::{AtomicUsize, Ordering},
    },
    time::Duration,
};

use bytes::Bytes;
use futures_util::{StreamExt, TryStreamExt, stream};
use litellm_cache_memory::InMemoryCache;
use litellm_cache_response::{
    CacheOptions, CachePolicy, CacheScope, ResponseCache, ResponseCacheConfig, ResponseCacheService,
};
use litellm_core_utils::decline::Decline;
use litellm_host::{
    call::{CallOutput, OutputOf},
    interceptors::{
        ExecutionFacts, Interceptors, ProviderIdentity, RawResponse, RequestContext, ResultSource,
        WireRequest,
    },
    lifecycle::{CallEvent, ExecutionEvent},
    observation::observation_channel,
    protocol::Protocol,
};
use litellm_inference::{
    Error,
    caching::{Cachable, CacheRequest, StreamCachable, execute_streaming, execute_unary},
};
use rstest::{fixture, rstest};
use serde_json::{Value, json};

struct TestRoute;

impl Protocol for TestRoute {
    type Request = Value;
    type Response = Value;
    type Error = Error;
    type HostCall = Infallible;
    type Chunk = Bytes;
    type StreamHead = ();
}

impl Cachable for TestRoute {
    const SURFACE: &'static str = "test";
}

impl StreamCachable for TestRoute {
    const TERMINAL_EVENT: &'static str = "message_stop";

    fn replay(data: Bytes) -> Option<OutputOf<Self>> {
        Some(CallOutput::Stream {
            head: (),
            chunks: stream::iter([Ok(data)]).boxed(),
        })
    }
    fn bytes(chunk: &Bytes) -> &[u8] {
        chunk
    }
}

fn cache_request(input: Value) -> CacheRequest {
    CacheRequest {
        identity: ProviderIdentity {
            model: "test-model".into(),
            provider: "test-provider".into(),
        },
        input,
    }
}

#[fixture]
fn cache() -> Arc<dyn ResponseCacheService> {
    cache_with_limit(4096)
}

fn cache_with_limit(max_entry_bytes: usize) -> Arc<dyn ResponseCacheService> {
    Arc::new(
        ResponseCache::new(Arc::new(InMemoryCache::new(
            Some(100),
            Some(Duration::from_secs(60)),
        )))
        .with_config(ResponseCacheConfig {
            namespace: "test".into(),
            max_entry_bytes,
        }),
    )
}

async fn call(
    cache: &Arc<dyn ResponseCacheService>,
    options: Option<CacheOptions>,
    calls: &AtomicUsize,
    request: Value,
) -> Value {
    let output = execute_streaming::<TestRoute, _, _>(
        cache_request(request),
        Some(cache.clone()),
        options,
        &(),
        None,
        || async {
            Ok(CallOutput::Complete(
                json!({"call": calls.fetch_add(1, Ordering::SeqCst)}),
            ))
        },
    )
    .await
    .unwrap();
    let CallOutput::Complete(response) = output else {
        panic!("expected a response");
    };
    response
}

#[rstest]
#[case::normal(CacheOptions::new(CacheScope::Shared), true, true)]
#[case::no_cache(CacheOptions { policy: CachePolicy { no_cache: true, ..CachePolicy::default() }, ..CacheOptions::new(CacheScope::Shared) }, false, true)]
#[case::no_store(CacheOptions { policy: CachePolicy { no_store: true, ..CachePolicy::default() }, ..CacheOptions::new(CacheScope::Shared) }, true, false)]
#[case::disabled(CacheOptions { policy: CachePolicy { caching: Some(false), ..CachePolicy::default() }, ..CacheOptions::new(CacheScope::Shared) }, false, false)]
#[tokio::test]
async fn cache_controls_apply_to_both_reads_and_writes(
    cache: Arc<dyn ResponseCacheService>,
    #[case] options: CacheOptions,
    #[case] reads: bool,
    #[case] writes: bool,
) {
    let calls = AtomicUsize::new(0);
    let options = Some(options);
    let first = call(&cache, options.clone(), &calls, json!({"model":"test"})).await;
    let second = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"model":"test"}),
    )
    .await;
    assert_eq!(first == second, writes);
    let third = call(&cache, options, &calls, json!({"model":"test"})).await;
    assert_eq!(second == third, reads);
    assert_eq!(
        calls.load(Ordering::SeqCst),
        1 + usize::from(!writes) + usize::from(!reads)
    );
}

#[rstest]
#[tokio::test]
async fn request_identity_is_canonical_and_scoped(cache: Arc<dyn ResponseCacheService>) {
    let calls = AtomicUsize::new(0);
    let first = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"model":"m", "input":{"a":1,"b":2}}),
    )
    .await;
    let second = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"input":{"b":2,"a":1}, "model":"m"}),
    )
    .await;
    assert_eq!(first, second);
    let other = call(
        &cache,
        Some(CacheOptions {
            scope: CacheScope::Isolated("other-tenant".into()),
            ..CacheOptions::new(CacheScope::Shared)
        }),
        &calls,
        json!({"model":"m", "input":{"a":1,"b":2}}),
    )
    .await;
    assert_ne!(first, other);
    let changed = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"model":"m", "input":{"a":2,"b":2}}),
    )
    .await;
    assert_ne!(first, changed);
}

async fn streamed(
    cache: &Arc<dyn ResponseCacheService>,
    calls: &AtomicUsize,
    text: &str,
    fail: bool,
) -> OutputOf<TestRoute> {
    execute_streaming::<TestRoute, _, _>(
        cache_request(json!({"stream":true})),
        Some(cache.clone()),
        Some(CacheOptions::new(CacheScope::Shared)),
        &(),
        None,
        || async {
            calls.fetch_add(1, Ordering::SeqCst);
            let chunks = text
                .as_bytes()
                .chunks(3)
                .map(|bytes| Ok(Bytes::copy_from_slice(bytes)))
                .collect::<Vec<_>>();
            let ending =
                fail.then_some(Err(Error::Declined(Decline::new("test transport failure"))));
            Ok(CallOutput::Stream {
                head: (),
                chunks: stream::iter(chunks.into_iter().chain(ending)).boxed(),
            })
        },
    )
    .await
    .unwrap()
}

async fn consume(output: OutputOf<TestRoute>) -> Result<Vec<u8>, Error> {
    let CallOutput::Stream { chunks, .. } = output else {
        panic!("expected a stream");
    };
    chunks
        .try_fold(Vec::new(), |mut bytes, chunk| async move {
            bytes.extend_from_slice(&chunk);
            Ok(bytes)
        })
        .await
}

#[rstest]
#[case::complete("data: {\"type\":\"message_stop\"}\n\n", false, true)]
#[case::truncated("data: {\"type\":\"content_block_delta\"}\n\n", false, false)]
#[case::error_then_stop(
    "data: {\"type\":\"error\"}\n\ndata: {\"type\":\"message_stop\"}\n\n",
    false,
    false
)]
#[case::trailing_incomplete("data: {\"type\":\"message_stop\"}\n\ndata: {", false, false)]
#[case::transport_failure("data: {\"type\":\"message_stop\"}\n\n", true, false)]
#[tokio::test]
async fn stream_replay_requires_successful_exhaustion(
    cache: Arc<dyn ResponseCacheService>,
    #[case] text: &str,
    #[case] fail: bool,
    #[case] cached: bool,
) {
    let calls = AtomicUsize::new(0);
    let first = consume(streamed(&cache, &calls, text, fail).await).await;
    assert_eq!(first.is_err(), fail);
    let second = consume(streamed(&cache, &calls, text, fail).await).await;
    assert_eq!(second.is_err(), fail);
    if !fail {
        assert_eq!(first.unwrap(), second.unwrap());
    }
    assert_eq!(calls.load(Ordering::SeqCst), if cached { 1 } else { 2 });
}

#[rstest]
#[tokio::test]
async fn abandoning_a_partially_consumed_stream_does_not_store(
    cache: Arc<dyn ResponseCacheService>,
) {
    let calls = AtomicUsize::new(0);
    let text = "data: {\"type\":\"message_stop\"}\n\n";
    let CallOutput::Stream { mut chunks, .. } = streamed(&cache, &calls, text, false).await else {
        panic!();
    };
    assert!(chunks.next().await.unwrap().is_ok());
    drop(chunks);
    assert_eq!(
        consume(streamed(&cache, &calls, text, false).await)
            .await
            .unwrap(),
        text.as_bytes()
    );
    assert_eq!(
        consume(streamed(&cache, &calls, text, false).await)
            .await
            .unwrap(),
        text.as_bytes()
    );
    assert_eq!(calls.load(Ordering::SeqCst), 2);
}

#[rstest]
#[tokio::test]
async fn oversized_streams_are_delivered_without_being_stored() {
    let cache = cache_with_limit(8);
    let calls = AtomicUsize::new(0);
    let text = "data: {\"type\":\"message_stop\"}\n\n";
    assert_eq!(
        consume(streamed(&cache, &calls, text, false).await)
            .await
            .unwrap(),
        text.as_bytes()
    );
    assert_eq!(
        consume(streamed(&cache, &calls, text, false).await)
            .await
            .unwrap(),
        text.as_bytes()
    );
    assert_eq!(calls.load(Ordering::SeqCst), 2);
}

#[rstest]
#[tokio::test]
async fn a_provider_failure_never_populates_the_cache(cache: Arc<dyn ResponseCacheService>) {
    let calls = AtomicUsize::new(0);
    let first = execute_streaming::<TestRoute, _, _>(
        cache_request(json!({})),
        Some(cache.clone()),
        Some(CacheOptions::new(CacheScope::Shared)),
        &(),
        None,
        || async {
            calls.fetch_add(1, Ordering::SeqCst);
            Err(Error::Declined(Decline::new("test provider failure")))
        },
    )
    .await;
    assert!(first.is_err());
    let successful = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({}),
    )
    .await;
    let replayed = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({}),
    )
    .await;
    assert_eq!(successful, replayed);
    assert_eq!(calls.load(Ordering::SeqCst), 2);
}

struct InvalidEntryCache(
    ResponseCache<InMemoryCache<litellm_cache_response::CacheEntry>>,
    Value,
);

impl ResponseCacheService for InvalidEntryCache {
    fn config(&self) -> &ResponseCacheConfig {
        self.0.config()
    }

    fn lookup<'a>(
        &'a self,
        request: &'a litellm_cache_response::ResponseCacheRequest,
        now: Duration,
    ) -> futures_util::future::BoxFuture<'a, Result<Option<Value>, litellm_cache::Error>> {
        Box::pin(async move {
            Ok(self
                .0
                .async_lookup(request, now)
                .await?
                .or_else(|| Some(self.1.clone())))
        })
    }

    fn store<'a>(
        &'a self,
        request: &'a litellm_cache_response::ResponseCacheRequest,
        response: Value,
        now: Duration,
    ) -> futures_util::future::BoxFuture<'a, Result<(), litellm_cache::Error>> {
        Box::pin(self.0.async_store(request, response, now))
    }
}

#[rstest]
#[case::legacy(json!({"unexpected":"old-format"}))]
#[case::wrong_version(json!({"version":2,"surface":"test","output":{"kind":"Response","value":{"call":100}}}))]
#[case::wrong_surface(json!({"version":1,"surface":"other","output":{"kind":"Response","value":{"call":100}}}))]
#[tokio::test]
async fn an_invalid_cached_envelope_is_replaced_by_a_provider_result(#[case] poisoned: Value) {
    let cache: Arc<dyn ResponseCacheService> = Arc::new(InvalidEntryCache(
        ResponseCache::new(Arc::new(InMemoryCache::default())),
        poisoned,
    ));
    let request = json!({"input":"hello"});
    let calls = AtomicUsize::new(0);
    let first = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        request.clone(),
    )
    .await;
    let second = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        request,
    )
    .await;
    assert_eq!(first, second);
    assert_eq!(calls.load(Ordering::SeqCst), 1);
}

struct UnavailableCache;

impl litellm_cache::BaseCache for UnavailableCache {
    type Value = litellm_cache_response::CacheEntry;
    type Context = litellm_cache::ExactCacheContext;

    fn get_ttl(&self, _: &Self::Context) -> Option<Duration> {
        Some(Duration::from_secs(60))
    }

    fn get_cache(
        &self,
        _: &str,
        _: &Self::Context,
    ) -> Result<Option<Self::Value>, litellm_cache::Error> {
        Err(litellm_cache::Error::Unavailable(None))
    }

    fn set_cache(
        &self,
        _: &str,
        _: Self::Value,
        _: &Self::Context,
    ) -> Result<(), litellm_cache::Error> {
        Err(litellm_cache::Error::Unavailable(None))
    }
}

#[rstest]
#[tokio::test]
async fn backend_failures_do_not_fail_inference() {
    let cache: Arc<dyn ResponseCacheService> = Arc::new(
        ResponseCache::new(Arc::new(UnavailableCache)).with_config(ResponseCacheConfig {
            namespace: "test".into(),
            max_entry_bytes: 4096,
        }),
    );
    let calls = AtomicUsize::new(0);
    let first = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({}),
    )
    .await;
    let second = call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({}),
    )
    .await;
    assert_ne!(first, second);
    assert_eq!(calls.load(Ordering::SeqCst), 2);
}

struct UnaryTestRoute;

#[derive(Default)]
struct CacheHitAccounting {
    calls: AtomicUsize,
    key: OnceLock<String>,
    reject: bool,
}

impl Interceptors<Error> for CacheHitAccounting {
    async fn result_ready(&self, facts: ExecutionFacts) -> Result<(), Error> {
        self.calls.fetch_add(1, Ordering::SeqCst);
        let ResultSource::Cache { key } = facts.source else {
            panic!("expected cache source")
        };
        assert_eq!(
            facts.provider,
            ProviderIdentity {
                model: "test-model".into(),
                provider: "test-provider".into()
            }
        );
        self.key.set(key).unwrap();
        if self.reject {
            return Err(Error::Declined(Decline::new("cache accounting rejected")));
        }
        Ok(())
    }

    async fn before_provider_request(
        &self,
        wire: WireRequest,
        _: RequestContext,
    ) -> Result<WireRequest, Error> {
        Ok(wire)
    }

    async fn after_provider_response(&self, _: RawResponse) -> Result<(), Error> {
        Ok(())
    }
}

#[rstest]
#[case::unary(false)]
#[case::stream_replay(true)]
#[tokio::test]
async fn cache_hits_notify_accounting_once_and_propagate_its_failure(
    cache: Arc<dyn ResponseCacheService>,
    #[case] streaming_route: bool,
    #[values(false, true)] reject: bool,
) {
    let provider_calls = AtomicUsize::new(0);
    let accounting = CacheHitAccounting {
        reject,
        ..Default::default()
    };
    let (observer, mut events) = observation_channel(NonZeroUsize::new(4).unwrap());
    let request = if streaming_route {
        json!({"stream":true})
    } else {
        json!({"input":"hello"})
    };
    let expected = if streaming_route {
        json!(
            consume(
                streamed(
                    &cache,
                    &provider_calls,
                    "data: {\"type\":\"message_stop\"}\n\n",
                    false,
                )
                .await
            )
            .await
            .unwrap()
        )
    } else {
        unary_call(
            &cache,
            Some(CacheOptions::new(CacheScope::Shared)),
            &provider_calls,
            request.clone(),
        )
        .await
    };
    let result = if streaming_route {
        match execute_streaming::<TestRoute, _, _>(
            cache_request(request),
            Some(cache),
            Some(CacheOptions::new(CacheScope::Shared)),
            &accounting,
            Some(&observer),
            || async { panic!("a cache hit must not call the provider") },
        )
        .await
        {
            Ok(output) => consume(output).await.map(|bytes| json!(bytes)),
            Err(error) => Err(error),
        }
    } else {
        execute_unary::<UnaryTestRoute, _, _>(
            cache_request(request),
            Some(cache),
            Some(CacheOptions::new(CacheScope::Shared)),
            &accounting,
            Some(&observer),
            || async { panic!("a cache hit must not call the provider") },
        )
        .await
    };
    if reject {
        assert_eq!(
            result.unwrap_err().declined(),
            Some(&Decline::new("cache accounting rejected"))
        );
    } else {
        assert_eq!(result.unwrap(), expected);
    }
    assert_eq!(provider_calls.load(Ordering::SeqCst), 1);
    assert_eq!(accounting.calls.load(Ordering::SeqCst), 1);
    let key = accounting.key.get().unwrap();
    assert!(!key.is_empty());
    assert!(matches!(
        events.try_recv().unwrap(),
        CallEvent::Execution(ExecutionEvent::ResultReady { facts }) if facts.source == ResultSource::Cache { key: key.clone() }
    ));
    assert!(events.try_recv().is_err());
}

impl Protocol for UnaryTestRoute {
    type Request = Value;
    type Response = Value;
    type Error = Error;
    type HostCall = Infallible;
    type Chunk = Infallible;
    type StreamHead = Infallible;
}

impl Cachable for UnaryTestRoute {
    const SURFACE: &'static str = "unary-test";
}

async fn unary_call(
    cache: &Arc<dyn ResponseCacheService>,
    options: Option<CacheOptions>,
    calls: &AtomicUsize,
    request: Value,
) -> Value {
    execute_unary::<UnaryTestRoute, _, _>(
        cache_request(request),
        Some(cache.clone()),
        options,
        &(),
        None,
        || async { Ok(json!({"call":calls.fetch_add(1, Ordering::SeqCst)})) },
    )
    .await
    .unwrap()
}

#[rstest]
#[case::normal(CacheOptions::new(CacheScope::Shared), true, true)]
#[case::no_cache(CacheOptions { policy: CachePolicy { no_cache: true, ..CachePolicy::default() }, ..CacheOptions::new(CacheScope::Shared) }, false, true)]
#[case::no_store(CacheOptions { policy: CachePolicy { no_store: true, ..CachePolicy::default() }, ..CacheOptions::new(CacheScope::Shared) }, true, false)]
#[case::disabled(CacheOptions { policy: CachePolicy { caching: Some(false), ..CachePolicy::default() }, ..CacheOptions::new(CacheScope::Shared) }, false, false)]
#[tokio::test]
async fn unary_cache_controls_do_not_change_the_shared_service(
    cache: Arc<dyn ResponseCacheService>,
    #[case] options: CacheOptions,
    #[case] reads: bool,
    #[case] writes: bool,
) {
    let calls = AtomicUsize::new(0);
    let options = Some(options);
    let first = unary_call(&cache, options.clone(), &calls, json!({"input":"hello"})).await;
    let second = unary_call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"input":"hello"}),
    )
    .await;
    assert_eq!(first == second, writes);
    let third = unary_call(&cache, options, &calls, json!({"input":"hello"})).await;
    assert_eq!(second == third, reads);
    let fourth = unary_call(
        &cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"input":"hello"}),
    )
    .await;
    assert_eq!(fourth, if !reads && writes { third } else { second });
    assert_eq!(
        calls.load(Ordering::SeqCst),
        1 + usize::from(!writes) + usize::from(!reads)
    );
}

#[rstest]
#[tokio::test]
async fn namespaces_and_surfaces_isolate_entries_on_shared_storage() {
    let storage = Arc::new(InMemoryCache::default());
    let first_cache: Arc<dyn ResponseCacheService> = Arc::new(
        ResponseCache::new(storage.clone()).with_config(ResponseCacheConfig {
            namespace: "first".into(),
            max_entry_bytes: 4096,
        }),
    );
    let second_cache: Arc<dyn ResponseCacheService> = Arc::new(
        ResponseCache::new(storage).with_config(ResponseCacheConfig {
            namespace: "second".into(),
            max_entry_bytes: 4096,
        }),
    );
    let calls = AtomicUsize::new(0);
    let first = call(
        &first_cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"input":"hello"}),
    )
    .await;
    let different_namespace = call(
        &second_cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"input":"hello"}),
    )
    .await;
    let different_surface = unary_call(
        &first_cache,
        Some(CacheOptions::new(CacheScope::Shared)),
        &calls,
        json!({"input":"hello"}),
    )
    .await;
    assert_ne!(first, different_namespace);
    assert_ne!(first, different_surface);
    assert_eq!(
        call(
            &first_cache,
            Some(CacheOptions::new(CacheScope::Shared)),
            &calls,
            json!({"input":"hello"})
        )
        .await,
        first
    );
    assert_eq!(
        call(
            &second_cache,
            Some(CacheOptions::new(CacheScope::Shared)),
            &calls,
            json!({"input":"hello"})
        )
        .await,
        different_namespace
    );
    assert_eq!(
        unary_call(
            &first_cache,
            Some(CacheOptions::new(CacheScope::Shared)),
            &calls,
            json!({"input":"hello"})
        )
        .await,
        different_surface
    );
    assert_eq!(calls.load(Ordering::SeqCst), 3);
}