Merge pull request #42325 from BerriAI/litellm_gcs_native_cache

This commit is contained in:
yujonglee 2026-09-21 15:59:14 -07:00 • committed by GitHub
commit bb9eb58815
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17 changed files with 1262 additions and 11 deletions

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@ -2611,6 +2611,21 @@ dependencies = [
"tokio",
]
[[package]]
name = "litellm-cache-gcs"
version = "0.1.0"
dependencies = [
"futures-util",
"litellm-auth-gcp",
"litellm-auth-types",
"litellm-cache",
"percent-encoding",
"reqwest 0.12.28",
"serde_json",
"tokio",
"wiremock",
]
[[package]]
name = "litellm-cache-memory"
version = "0.1.0"
@ -2815,6 +2830,7 @@ dependencies = [
"litellm-cache",
"litellm-cache-azure-blob",
"litellm-cache-disk",
"litellm-cache-gcs",
"litellm-cache-memory",
"litellm-cache-redis",
"litellm-cache-response",

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@ -32,6 +32,7 @@ litellm-cache = { path = "crates/cache" }
litellm-cache-azure-blob = { path = "crates/cache-azure-blob" }
litellm-cache-memory = { path = "crates/cache-memory" }
litellm-cache-redis = { path = "crates/cache-redis" }
litellm-cache-gcs = { path = "crates/cache-gcs" }
litellm-cache-disk = { path = "crates/cache-disk" }
litellm-cache-response = { path = "crates/cache-response" }
litellm-token-counter = { path = "crates/token-counter" }
@ -70,6 +71,7 @@ base64 = "0.22"
moka = { version = "0.12.16", features = ["future"] }
strum = { version = "0.28.0", features = ["derive"] }
url = "2.5.8"
percent-encoding = "2.3"
webpki-roots = "1"
time = { version = "0.3.53", features = ["parsing"] }
criterion = "0.8.2"

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@ -128,6 +128,14 @@ impl VertexAuth {
}
}
pub async fn access_token(
&self,
config: &VertexConfig,
env_lookup: &(dyn Fn(&str) -> Option<String> + Sync),
) -> Result<String, Error> {
self.load_provider(config, env_lookup).await?.token().await
}
pub async fn validate_environment(
&self,
headers: Vec<(String, String)>,

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@ -0,0 +1,20 @@
[package]
name = "litellm-cache-gcs"
version = "0.1.0"
edition.workspace = true
license.workspace = true
repository.workspace = true
[dependencies]
futures-util.workspace = true
litellm-auth-gcp.workspace = true
litellm-auth-types.workspace = true
litellm-cache.workspace = true
percent-encoding.workspace = true
reqwest.workspace = true
tokio.workspace = true
[dev-dependencies]
serde_json.workspace = true
tokio.workspace = true
wiremock = "0.6.5"

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@ -0,0 +1,260 @@
use std::{future::Future, sync::Arc, time::Duration};
use futures_util::future::try_join_all;
use litellm_cache::{
BaseCache, BatchCache, BatchEntry, CacheCodec, CacheConnectionResult, Error, ExactCacheContext,
FlushCache,
};
use percent_encoding::{AsciiSet, NON_ALPHANUMERIC, percent_encode};
use reqwest::Client;
use crate::{GcpTokenSource, TokenSource};
pub const DEFAULT_ENDPOINT: &str = "https://storage.googleapis.com";
const OBJECT_NAME_ENCODE_SET: &AsciiSet = &NON_ALPHANUMERIC
.remove(b'-')
.remove(b'_')
.remove(b'.')
.remove(b'~');
pub fn key_prefix(gcs_path: Option<&str>) -> String {
match gcs_path {
Some(path) if !path.is_empty() => format!("{}/", path.trim_end_matches('/')),
_ => String::new(),
}
}
#[derive(Clone, Debug)]
pub struct GcsConfig {
pub bucket_name: String,
pub gcs_path: Option<String>,
pub path_service_account: Option<String>,
pub endpoint: String,
}
impl GcsConfig {
pub fn new(bucket_name: impl Into<String>) -> Self {
Self {
bucket_name: bucket_name.into(),
gcs_path: None,
path_service_account: None,
endpoint: DEFAULT_ENDPOINT.to_string(),
}
}
}
pub struct GcsCache<S: CacheCodec> {
config: GcsConfig,
key_prefix: String,
client: Client,
token: Arc<dyn TokenSource>,
codec: S,
}
impl<S: CacheCodec> GcsCache<S> {
pub fn new(config: GcsConfig, codec: S) -> Result<Self, Error> {
let token = Arc::new(GcpTokenSource::new(config.path_service_account.clone()));
Self::with_token_source(config, codec, token)
}
pub fn with_token_source(
config: GcsConfig,
codec: S,
token: Arc<dyn TokenSource>,
) -> Result<Self, Error> {
let client = Client::builder().build().map_err(|_| Error::Unavailable)?;
let key_prefix = key_prefix(config.gcs_path.as_deref());
Ok(Self {
config,
key_prefix,
client,
token,
codec,
})
}
pub fn bucket_name(&self) -> &str {
&self.config.bucket_name
}
pub fn key_prefix(&self) -> &str {
&self.key_prefix
}
pub fn path_service_account(&self) -> Option<&str> {
self.config.path_service_account.as_deref()
}
pub fn object_name(&self, key: &str) -> String {
format!("{}{}", self.key_prefix, key)
}
fn encoded_object_name(&self, key: &str) -> String {
percent_encode(self.object_name(key).as_bytes(), OBJECT_NAME_ENCODE_SET).to_string()
}
fn endpoint(&self, path: &str) -> String {
format!("{}{}", self.config.endpoint.trim_end_matches('/'), path)
}
async fn async_set(&self, key: &str, value: S::Value) -> Result<(), Error> {
let token = self.token.bearer_token().await?;
let payload = self.codec.encode(&value)?;
let url = self.endpoint(&format!(
"/upload/storage/v1/b/{}/o?uploadType=media&name={}",
self.config.bucket_name,
self.encoded_object_name(key)
));
let response = self
.client
.post(url)
.bearer_auth(token)
.header(reqwest::header::CONTENT_TYPE, "application/json")
.body(payload)
.send()
.await
.map_err(|_| Error::Unavailable)?;
if !response.status().is_success() {
return Err(Error::Unavailable);
}
Ok(())
}
async fn async_get(&self, key: &str) -> Result<Option<S::Value>, Error> {
let token = self.token.bearer_token().await?;
let url = self.endpoint(&format!(
"/storage/v1/b/{}/o/{}?alt=media",
self.config.bucket_name,
self.encoded_object_name(key)
));
let response = self
.client
.get(url)
.bearer_auth(token)
.header(reqwest::header::CONTENT_TYPE, "application/json")
.send()
.await
.map_err(|_| Error::Unavailable)?;
if response.status() == reqwest::StatusCode::NOT_FOUND {
return Ok(None);
}
if !response.status().is_success() {
return Err(Error::Unavailable);
}
let body = response.bytes().await.map_err(|_| Error::Unavailable)?;
self.codec
.decode(&body)
.map(Some)
.map_err(|_| Error::InvalidEntry)
}
fn run_sync<T, F>(future: F) -> Result<T, Error>
where
F: Future<Output = Result<T, Error>> + Send,
T: Send,
{
let run = || {
tokio::runtime::Builder::new_current_thread()
.enable_all()
.build()
.map_err(|_| Error::Unavailable)
.and_then(|runtime| runtime.block_on(future))
};
if let Ok(handle) = tokio::runtime::Handle::try_current() {
if handle.runtime_flavor() == tokio::runtime::RuntimeFlavor::MultiThread {
return tokio::task::block_in_place(run);
}
return std::thread::scope(|scope| {
scope
.spawn(run)
.join()
.map_err(|_| Error::Unavailable)
.and_then(|result| result)
});
}
run()
}
}
impl<S: CacheCodec> BaseCache for GcsCache<S> {
type Value = S::Value;
type Context = ExactCacheContext;
fn get_ttl(&self, _: &Self::Context) -> Option<Duration> {
None
}
fn set_cache(&self, key: &str, value: Self::Value, _: &Self::Context) -> Result<(), Error> {
Self::run_sync(self.async_set(key, value))
}
fn get_cache(&self, key: &str, _: &Self::Context) -> Result<Option<Self::Value>, Error> {
Self::run_sync(self.async_get(key))
}
async fn async_set_cache(
&self,
key: &str,
value: Self::Value,
_: Self::Context,
) -> Result<(), Error> {
self.async_set(key, value).await
}
async fn async_get_cache(
&self,
key: &str,
_: &Self::Context,
) -> Result<Option<Self::Value>, Error> {
self.async_get(key).await
}
async fn async_set_cache_pipeline(
&self,
entries: Vec<(String, Self::Value)>,
context: Self::Context,
) -> Result<(), Error> {
try_join_all(entries.into_iter().map(|(key, value)| {
let context = context.clone();
async move { self.async_set_cache(&key, value, context).await }
}))
.await
.map(|_| ())
}
async fn disconnect(&self) -> Result<(), Error> {
Ok(())
}
async fn test_connection(&self) -> Result<CacheConnectionResult, Error> {
Err(Error::UnsupportedOperation)
}
}
impl<S: CacheCodec> BatchCache for GcsCache<S> {
async fn async_batch_get_cache(
&self,
keys: Vec<String>,
context: Self::Context,
) -> Result<Vec<BatchEntry<Self::Value>>, Error> {
try_join_all(keys.into_iter().map(|key| {
let context = context.clone();
async move {
match self.async_get_cache(&key, &context).await {
Ok(Some(value)) => Ok(BatchEntry::Hit(value)),
Ok(None) => Ok(BatchEntry::Miss),
Err(Error::InvalidEntry) => Ok(BatchEntry::Invalid),
Err(error) => Err(error),
}
}
}))
.await
}
}
impl<S: CacheCodec> FlushCache for GcsCache<S> {
fn flush_cache(&self) -> Result<(), Error> {
Ok(())
}
}

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@ -0,0 +1,5 @@
mod cache;
mod token;
pub use cache::{DEFAULT_ENDPOINT, GcsCache, GcsConfig, key_prefix};
pub use token::{GcpTokenSource, StaticTokenSource, TokenSource};

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@ -0,0 +1,44 @@
use std::{future::Future, pin::Pin};
use litellm_auth_gcp::{VertexAuth, VertexConfig};
use litellm_auth_types::{InputSource, SecretValue, Sourced};
use litellm_cache::Error;
pub trait TokenSource: Send + Sync + 'static {
fn bearer_token(&self) -> Pin<Box<dyn Future<Output = Result<String, Error>> + Send + '_>>;
}
pub struct GcpTokenSource {
auth: VertexAuth,
config: VertexConfig,
}
impl GcpTokenSource {
pub fn new(path_service_account: Option<String>) -> Self {
let credentials = path_service_account
.map(|path| Sourced::new(SecretValue::new(path), InputSource::Deployment));
Self {
auth: VertexAuth::default(),
config: VertexConfig::new(credentials, None, None),
}
}
}
impl TokenSource for GcpTokenSource {
fn bearer_token(&self) -> Pin<Box<dyn Future<Output = Result<String, Error>> + Send + '_>> {
Box::pin(async move {
self.auth
.access_token(&self.config, &|name| std::env::var(name).ok())
.await
.map_err(|_| Error::Unavailable)
})
}
}
pub struct StaticTokenSource(pub String);
impl TokenSource for StaticTokenSource {
fn bearer_token(&self) -> Pin<Box<dyn Future<Output = Result<String, Error>> + Send + '_>> {
Box::pin(async move { Ok(self.0.clone()) })
}
}

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@ -0,0 +1,324 @@
use std::{sync::Arc, time::Duration};
use litellm_cache::{
BaseCache, BatchCache, BatchEntry, CacheContext, Error, ExactCacheContext, FlushCache,
JsonCodec,
};
use litellm_cache_gcs::{GcsCache, GcsConfig, StaticTokenSource, TokenSource, key_prefix};
use serde_json::json;
use wiremock::{
Mock, MockServer, ResponseTemplate,
matchers::{body_bytes, header, method, path, query_param},
};
fn config(server: &MockServer, gcs_path: Option<&str>) -> GcsConfig {
GcsConfig {
bucket_name: "bucket".into(),
gcs_path: gcs_path.map(str::to_string),
path_service_account: None,
endpoint: server.uri(),
}
}
fn cache(server: &MockServer, gcs_path: Option<&str>) -> GcsCache<JsonCodec<serde_json::Value>> {
GcsCache::with_token_source(
config(server, gcs_path),
JsonCodec::new(),
Arc::new(StaticTokenSource("tok".into())),
)
.unwrap()
}
#[tokio::test]
async fn set_writes_encoded_object_and_headers() {
let server = MockServer::start().await;
Mock::given(method("POST"))
.and(path("/upload/storage/v1/b/bucket/o"))
.and(query_param("uploadType", "media"))
.and(header("authorization", "Bearer tok"))
.and(header("content-type", "application/json"))
.and(body_bytes(br#"{"value":"entry"}"#))
.respond_with(ResponseTemplate::new(200))
.expect(1)
.mount(&server)
.await;
cache(&server, Some("cache/"))
.set_cache(
"team:a b/c",
json!({"value": "entry"}),
&ExactCacheContext::default(),
)
.unwrap();
let requests = server.received_requests().await.unwrap();
assert_eq!(requests.len(), 1);
assert_eq!(
requests[0].url.query(),
Some("uploadType=media&name=cache%2Fteam%3Aa%20b%2Fc")
);
}
#[tokio::test]
async fn get_maps_statuses_and_decode_failures() {
let server = MockServer::start().await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/hit"))
.and(query_param("alt", "media"))
.respond_with(ResponseTemplate::new(200).set_body_json(json!({"value": "entry"})))
.mount(&server)
.await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/missing"))
.respond_with(ResponseTemplate::new(404))
.mount(&server)
.await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/server-error"))
.respond_with(ResponseTemplate::new(500))
.mount(&server)
.await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/invalid"))
.respond_with(ResponseTemplate::new(200).set_body_string("not json"))
.mount(&server)
.await;
let cache = cache(&server, None);
assert_eq!(
cache
.get_cache("hit", &ExactCacheContext::default())
.unwrap(),
Some(json!({"value": "entry"}))
);
assert_eq!(
cache
.get_cache("missing", &ExactCacheContext::default())
.unwrap(),
None
);
assert_eq!(
cache
.get_cache("server-error", &ExactCacheContext::default())
.unwrap_err(),
Error::Unavailable
);
assert_eq!(
cache
.get_cache("invalid", &ExactCacheContext::default())
.unwrap_err(),
Error::InvalidEntry
);
}
#[test]
fn key_prefix_normalizes_paths() {
assert_eq!(key_prefix(None), "");
assert_eq!(key_prefix(Some("a/b/")), "a/b/");
assert_eq!(key_prefix(Some("a/b")), "a/b/");
assert_eq!(key_prefix(Some("")), "");
}
#[tokio::test]
async fn object_names_use_python_quote_encoding() {
let server = MockServer::start().await;
Mock::given(method("POST"))
.and(path("/upload/storage/v1/b/bucket/o"))
.and(query_param("uploadType", "media"))
.respond_with(ResponseTemplate::new(200))
.expect(2)
.mount(&server)
.await;
let cache = cache(&server, Some("p/"));
cache
.set_cache(
"a~b-c_d.e/f g%h",
json!({"value": "punctuation"}),
&ExactCacheContext::default(),
)
.unwrap();
cache
.set_cache(
"ключ",
json!({"value": "utf8"}),
&ExactCacheContext::default(),
)
.unwrap();
let requests = server.received_requests().await.unwrap();
let queries: Vec<_> = requests
.iter()
.filter_map(|request| request.url.query())
.collect();
assert!(queries.contains(&"uploadType=media&name=p%2Fa~b-c_d.e%2Ff%20g%25h"));
assert!(queries.contains(&"uploadType=media&name=p%2F%D0%BA%D0%BB%D1%8E%D1%87"));
}
#[tokio::test]
async fn ignores_ttl_and_writes_pipeline_concurrently() {
let server = MockServer::start().await;
for key in ["one", "two", "three"] {
Mock::given(method("POST"))
.and(path("/upload/storage/v1/b/bucket/o"))
.and(query_param("uploadType", "media"))
.and(query_param("name", key))
.respond_with(ResponseTemplate::new(200))
.expect(1)
.mount(&server)
.await;
}
let cache = cache(&server, None);
assert_eq!(cache.get_ttl(&ExactCacheContext::default()), None);
assert_eq!(
cache.get_ttl(&ExactCacheContext::default().with_ttl(Some(Duration::from_secs(5)))),
None
);
cache
.async_set_cache_pipeline(
vec![
("one".into(), json!({"key": "one"})),
("two".into(), json!({"key": "two"})),
("three".into(), json!({"key": "three"})),
],
ExactCacheContext::default().with_ttl(Some(Duration::from_secs(5))),
)
.await
.unwrap();
}
#[tokio::test]
async fn async_batch_get_preserves_hits_misses_and_invalid_entries() {
let server = MockServer::start().await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/hit"))
.respond_with(ResponseTemplate::new(200).set_body_json(json!({"value": "entry"})))
.mount(&server)
.await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/missing"))
.respond_with(ResponseTemplate::new(404))
.mount(&server)
.await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/invalid"))
.respond_with(ResponseTemplate::new(200).set_body_string("not json"))
.mount(&server)
.await;
assert_eq!(
cache(&server, None)
.async_batch_get_cache(
vec!["hit".into(), "missing".into(), "invalid".into()],
ExactCacheContext::default(),
)
.await
.unwrap(),
vec![
BatchEntry::Hit(json!({"value": "entry"})),
BatchEntry::Miss,
BatchEntry::Invalid,
]
);
}
#[tokio::test]
async fn lifecycle_operations_are_noops_and_connection_test_is_unsupported() {
let server = MockServer::start().await;
let cache = cache(&server, None);
assert_eq!(cache.flush_cache(), Ok(()));
assert_eq!(cache.disconnect().await, Ok(()));
assert_eq!(
cache.test_connection().await,
Err(Error::UnsupportedOperation)
);
}
#[test]
fn sync_operations_work_without_an_active_runtime() {
let runtime = tokio::runtime::Builder::new_multi_thread()
.enable_all()
.build()
.unwrap();
let server = runtime.block_on(MockServer::start());
runtime.block_on(
Mock::given(method("POST"))
.and(path("/upload/storage/v1/b/bucket/o"))
.respond_with(ResponseTemplate::new(200))
.mount(&server),
);
runtime.block_on(
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/key"))
.respond_with(ResponseTemplate::new(200).set_body_json(json!({"value": "entry"})))
.mount(&server),
);
let cache = cache(&server, None);
cache
.set_cache(
"key",
json!({"value": "entry"}),
&ExactCacheContext::default(),
)
.unwrap();
assert_eq!(
cache
.get_cache("key", &ExactCacheContext::default())
.unwrap(),
Some(json!({"value": "entry"}))
);
}
#[tokio::test(flavor = "multi_thread")]
async fn sync_operations_work_inside_a_multi_thread_runtime() {
let server = MockServer::start().await;
Mock::given(method("POST"))
.and(path("/upload/storage/v1/b/bucket/o"))
.respond_with(ResponseTemplate::new(200))
.mount(&server)
.await;
Mock::given(method("GET"))
.and(path("/storage/v1/b/bucket/o/key"))
.respond_with(ResponseTemplate::new(200).set_body_json(json!({"value": "entry"})))
.mount(&server)
.await;
let cache = cache(&server, None);
cache
.set_cache(
"key",
json!({"value": "entry"}),
&ExactCacheContext::default(),
)
.unwrap();
assert_eq!(
cache
.get_cache("key", &ExactCacheContext::default())
.unwrap(),
Some(json!({"value": "entry"}))
);
}
struct FailingTokenSource;
impl TokenSource for FailingTokenSource {
fn bearer_token(
&self,
) -> std::pin::Pin<Box<dyn std::future::Future<Output = Result<String, Error>> + Send + '_>>
{
Box::pin(async { Err(Error::Unavailable) })
}
}
#[tokio::test]
async fn token_source_failure_skips_http() {
let server = MockServer::start().await;
let cache = GcsCache::with_token_source(
config(&server, None),
JsonCodec::<serde_json::Value>::new(),
Arc::new(FailingTokenSource),
)
.unwrap();
assert_eq!(
cache
.get_cache("key", &ExactCacheContext::default())
.unwrap_err(),
Error::Unavailable
);
assert_eq!(server.received_requests().await.unwrap().len(), 0);
}

View file

@ -6,4 +6,6 @@ pub enum Error {
InvalidEntry,
#[error("flushing Redis requires an explicit namespace")]
UnscopedFlush,
#[error("operation is not supported by this cache")]
UnsupportedOperation,
}

View file

@ -24,6 +24,7 @@ litellm-cache.workspace = true
litellm-cache-azure-blob.workspace = true
litellm-cache-memory.workspace = true
litellm-cache-redis.workspace = true
litellm-cache-gcs.workspace = true
litellm-cache-disk.workspace = true
litellm-cache-response.workspace = true
serde.workspace = true

View file

@ -79,6 +79,13 @@ pub(super) struct RedisCacheConfig {
pub(super) connection: RedisConnectionConfig,
}
#[derive(Debug, PartialEq)]
pub(super) struct GcsCacheConfig {
pub(super) bucket_name: String,
pub(super) key_prefix: String,
pub(super) path_service_account: Option<String>,
}
pub(super) struct AzureBlobCacheConfig {
pub(super) account_url: String,
pub(super) container: String,
@ -98,6 +105,7 @@ const REDIS_PY_DEFAULT_MAX_CONNECTIONS: usize = 1 << 31;
pub(super) enum CacheBackendConfig {
Memory(MemoryCacheConfig),
Redis(Box<RedisCacheConfig>),
Gcs(GcsCacheConfig),
Disk(DiskCacheConfig),
AzureBlob(AzureBlobCacheConfig),
}
@ -114,6 +122,7 @@ pub(super) enum UnsupportedCacheConfig {
RedisCredentials,
RedisConnection,
RedisOption,
GcsBucket,
DiskStore,
}
@ -125,6 +134,7 @@ impl UnsupportedCacheConfig {
Self::RedisCredentials => "native Redis credentials require Python",
Self::RedisConnection => "native Redis connection type is not implemented",
Self::RedisOption => "native Redis configuration requires Python",
Self::GcsBucket => "native GCS cache requires a configured bucket name",
Self::DiskStore => "native disk cache requires the built-in diskcache store",
}
}
@ -168,6 +178,13 @@ impl NativeCacheConfig {
}))),
Err(reason) => Ok(CacheConfigProjection::Unsupported(reason)),
},
Some(CacheType::Gcs) => match project_gcs(&backend)? {
Ok(backend) => Ok(CacheConfigProjection::Native(Box::new(Self {
policy,
backend: CacheBackendConfig::Gcs(backend),
}))),
Err(reason) => Ok(CacheConfigProjection::Unsupported(reason)),
},
Some(CacheType::Disk) => match project_disk(&backend)? {
Ok(backend) => Ok(CacheConfigProjection::Native(Box::new(Self {
policy,
@ -185,8 +202,7 @@ impl NativeCacheConfig {
CacheType::RedisSemantic
| CacheType::ValkeySemantic
| CacheType::S3
| CacheType::QdrantSemantic
| CacheType::Gcs,
| CacheType::QdrantSemantic,
)
| None => Ok(CacheConfigProjection::Unsupported(
UnsupportedCacheConfig::Backend,
@ -198,8 +214,9 @@ impl NativeCacheConfig {
let default_ttl = match &self.backend {
CacheBackendConfig::Memory(config) => Some(config.default_ttl),
CacheBackendConfig::Redis(config) => Some(config.default_ttl),
CacheBackendConfig::Disk(_) => None,
CacheBackendConfig::AzureBlob(_) => None,
CacheBackendConfig::Disk(_)
| CacheBackendConfig::AzureBlob(_)
| CacheBackendConfig::Gcs(_) => None,
};
if service.default_ttl() != default_ttl {
return Some("facade and native backend default TTLs must match");
@ -226,6 +243,31 @@ impl NativeCacheConfig {
CacheBackendConfig::Redis(config) => (service.namespace()
!= config.namespace.as_deref())
.then_some("facade and native backend namespaces must match"),
CacheBackendConfig::Gcs(_) if service.kind() != "gcs" => {
Some("facade and native backend types must match")
}
CacheBackendConfig::Gcs(config)
if service
.gcs_backend()
.is_none_or(|backend| backend.bucket_name() != config.bucket_name) =>
{
Some("facade and native backend buckets must match")
}
CacheBackendConfig::Gcs(config)
if service
.gcs_backend()
.is_none_or(|backend| backend.key_prefix() != config.key_prefix) =>
{
Some("facade and native backend key prefixes must match")
}
CacheBackendConfig::Gcs(config)
if service.gcs_backend().is_none_or(|backend| {
backend.path_service_account() != config.path_service_account.as_deref()
}) =>
{
Some("facade and native backend credentials must match")
}
CacheBackendConfig::Gcs(_) => None,
CacheBackendConfig::Disk(_) if service.kind() != "disk" => {
Some("facade and native backend types must match")
}
@ -277,6 +319,23 @@ fn project_memory(backend: &Bound<'_, PyAny>) -> PyResult<MemoryCacheConfig> {
})
}
#[inline(never)]
fn project_gcs(
backend: &Bound<'_, PyAny>,
) -> PyResult<Result<GcsCacheConfig, UnsupportedCacheConfig>> {
let bucket_name = match backend.getattr("bucket_name")?.extract::<Option<String>>() {
Ok(Some(bucket_name)) if !bucket_name.is_empty() => bucket_name,
_ => return Ok(Err(UnsupportedCacheConfig::GcsBucket)),
};
Ok(Ok(GcsCacheConfig {
bucket_name,
key_prefix: backend.getattr("key_prefix")?.extract::<String>()?,
path_service_account: backend
.getattr("path_service_account")?
.extract::<Option<String>>()?,
}))
}
#[inline(never)]
fn project_disk(
backend: &Bound<'_, PyAny>,
@ -680,7 +739,7 @@ mod tests {
use super::{
CacheBackendConfig, CacheConfigProjection, CachePolicy, CertificateRequirement,
DiskCacheConfig, NativeCacheConfig, RedisProtocol,
DiskCacheConfig, GcsCacheConfig, NativeCacheConfig, RedisProtocol, UnsupportedCacheConfig,
};
use crate::cache::native::NativeResponseCache;
@ -755,6 +814,71 @@ mod tests {
});
}
#[test]
fn projects_gcs_configuration() {
Python::initialize();
Python::attach(|py| {
let facade = facade(
py,
"backend = SimpleNamespace(bucket_name='bucket', key_prefix='cache/', path_service_account='credentials.json')\n\
facade = SimpleNamespace(type='gcs', mode='default-on', ttl=None, namespace=None, supported_call_types=None, redis_flush_size=None, semantic_cache_scope='key', cache=backend)",
);
let CacheConfigProjection::Native(config) =
NativeCacheConfig::project(&facade).unwrap()
else {
panic!("GCS cache should be supported");
};
let CacheBackendConfig::Gcs(gcs) = config.backend else {
panic!("expected GCS configuration");
};
assert_eq!(
gcs,
GcsCacheConfig {
bucket_name: "bucket".into(),
key_prefix: "cache/".into(),
path_service_account: Some("credentials.json".into()),
}
);
let matching = NativeResponseCache::gcs(
litellm_cache_gcs::GcsConfig {
bucket_name: "bucket".into(),
gcs_path: Some("cache/".into()),
path_service_account: Some("credentials.json".into()),
endpoint: litellm_cache_gcs::DEFAULT_ENDPOINT.into(),
},
Some("token".into()),
)
.unwrap();
let matching_config = NativeCacheConfig {
policy: config.policy,
backend: CacheBackendConfig::Gcs(gcs),
};
assert_eq!(matching_config.service_mismatch(&matching), None);
});
}
#[test]
fn rejects_gcs_without_a_bucket_name() {
Python::initialize();
Python::attach(|py| {
let facade = facade(
py,
"backend = SimpleNamespace(bucket_name=None, key_prefix='', path_service_account=None)\n\
facade = SimpleNamespace(type='gcs', mode='default-on', ttl=None, namespace=None, supported_call_types=None, redis_flush_size=None, semantic_cache_scope='key', cache=backend)",
);
let CacheConfigProjection::Unsupported(reason) =
NativeCacheConfig::project(&facade).unwrap()
else {
panic!("GCS cache without a bucket should be unsupported");
};
assert!(matches!(&reason, UnsupportedCacheConfig::GcsBucket));
assert_eq!(
reason.message(),
"native GCS cache requires a configured bucket name"
);
});
}
#[test]
fn projects_resolved_redis_tls_configuration() {
Python::initialize();

View file

@ -320,6 +320,7 @@ impl FacadeGuard {
"RedisClusterCache",
"redis",
),
("gcs", _) => ("litellm.caching.gcs_cache", "GCSCache", "gcs"),
("disk", _) => ("litellm.caching.disk_cache", "DiskCache", "disk"),
("azure-blob", _) => (
"litellm.caching.azure_blob_cache",
@ -369,6 +370,9 @@ impl FacadeGuard {
"max_size_per_item",
"redis_kwargs",
"redis_flush_size",
"bucket_name",
"key_prefix",
"path_service_account",
],
)?,
disk_store: (kind == "disk")

View file

@ -2,6 +2,8 @@ use litellm_cache_redis::{RedisNode, RedisTopology};
use litellm_host_python::{release_gil, run_sync_value};
use pyo3::{PyTraverseError, PyVisit, exceptions::PyRuntimeError, prelude::*};
use litellm_cache_gcs::{DEFAULT_ENDPOINT, GcsConfig};
use super::{cache_error, facade::FacadeGuard, native::NativeResponseCache, request::duration};
#[pyclass(frozen, name = "_CacheTestHandle")]
@ -64,6 +66,31 @@ impl CacheTestHandle {
})
}
#[staticmethod]
#[pyo3(signature = (bucket_name, *, gcs_path=None, path_service_account=None, endpoint=None, token=None))]
fn gcs(
py: Python<'_>,
bucket_name: String,
gcs_path: Option<String>,
path_service_account: Option<String>,
endpoint: Option<String>,
token: Option<String>,
) -> PyResult<Self> {
let config = GcsConfig {
bucket_name,
gcs_path,
path_service_account,
endpoint: endpoint.unwrap_or_else(|| DEFAULT_ENDPOINT.to_string()),
};
let service = release_gil(py, move || NativeResponseCache::gcs(config, token))
.map_err(cache_error)?;
Ok(Self {
service,
guard: None,
pid: std::process::id(),
})
}
#[staticmethod]
#[pyo3(signature = (directory))]
fn disk(py: Python<'_>, directory: String) -> PyResult<Self> {

View file

@ -10,7 +10,7 @@ mod resolver;
use litellm_cache::Error;
use pyo3::{
exceptions::{PyRuntimeError, PyValueError},
exceptions::{PyNotImplementedError, PyRuntimeError, PyValueError},
prelude::*,
};
@ -21,6 +21,7 @@ pub(crate) use self::{
fn cache_error(error: Error) -> PyErr {
match error {
Error::InvalidEntry => PyValueError::new_err(error.to_string()),
Error::UnsupportedOperation => PyNotImplementedError::new_err(error.to_string()),
_ => PyRuntimeError::new_err(error.to_string()),
}
}

View file

@ -3,6 +3,7 @@ use std::{path::Path, sync::Arc, time::Duration};
use litellm_cache::{CacheCodec, CacheConnectionResult, Error};
use litellm_cache_azure_blob::AzureBlobCache;
use litellm_cache_disk::DiskCache;
use litellm_cache_gcs::{GcsCache, GcsConfig, StaticTokenSource};
use litellm_cache_memory::InMemoryCache;
use litellm_cache_redis::{RedisCache, RedisTopology};
use litellm_cache_response::{
@ -17,6 +18,7 @@ pub(super) enum NativeResponseCache {
cache: Arc<ResponseCache<RedisCache<ResponseCacheCodec>>>,
buffer: Option<Arc<WriteBuffer>>,
},
Gcs(Arc<ResponseCache<GcsCache<ResponseCacheCodec>>>),
Disk(Arc<ResponseCache<DiskCache<ResponseCacheCodec>>>),
AzureBlob(Arc<ResponseCache<AzureBlobCache<ResponseCacheCodec>>>),
}
@ -54,6 +56,18 @@ impl NativeResponseCache {
Ok(Self::Disk(Arc::new(ResponseCache::new(Arc::new(cache)))))
}
pub fn gcs(config: GcsConfig, token: Option<String>) -> Result<Self, Error> {
let backend = match token {
Some(token) => GcsCache::with_token_source(
config,
ResponseCacheCodec,
Arc::new(StaticTokenSource(token)),
)?,
None => GcsCache::new(config, ResponseCacheCodec)?,
};
Ok(Self::Gcs(Arc::new(ResponseCache::new(Arc::new(backend)))))
}
pub async fn azure_blob(account_url: &str, container: &str) -> Result<Self, Error> {
let backend = AzureBlobCache::connect(
account_url,
@ -73,7 +87,7 @@ impl NativeResponseCache {
cache.backend().account_url(),
cache.backend().container_name(),
)),
Self::Memory(_) | Self::Redis { .. } | Self::Disk(_) => None,
Self::Memory(_) | Self::Redis { .. } | Self::Disk(_) | Self::Gcs(_) => None,
}
}
}
@ -83,6 +97,7 @@ impl NativeResponseCache {
match self {
Self::Memory(_) => "memory",
Self::Redis { .. } => "redis",
Self::Gcs(_) => "gcs",
Self::Disk(_) => "disk",
Self::AzureBlob(_) => "azure-blob",
}
@ -92,6 +107,7 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.default_ttl(),
Self::Redis { cache, .. } => cache.default_ttl(),
Self::Gcs(cache) => cache.default_ttl(),
Self::Disk(cache) => cache.default_ttl(),
Self::AzureBlob(cache) => cache.default_ttl(),
}
@ -101,12 +117,13 @@ impl NativeResponseCache {
match self {
Self::Memory(_) | Self::Disk(_) | Self::AzureBlob(_) => None,
Self::Redis { cache, .. } => cache.backend().namespace(),
Self::Gcs(_) => None,
}
}
pub fn topology(&self) -> Option<&RedisTopology> {
match self {
Self::Memory(_) | Self::Disk(_) | Self::AzureBlob(_) => None,
Self::Memory(_) | Self::Disk(_) | Self::AzureBlob(_) | Self::Gcs(_) => None,
Self::Redis { cache, .. } => Some(cache.backend().topology()),
}
}
@ -114,14 +131,14 @@ impl NativeResponseCache {
pub fn capacity(&self) -> Option<usize> {
match self {
Self::Memory(cache) => Some(cache.backend().max_size_in_memory()),
Self::Redis { .. } | Self::Disk(_) | Self::AzureBlob(_) => None,
Self::Redis { .. } | Self::Disk(_) | Self::AzureBlob(_) | Self::Gcs(_) => None,
}
}
pub fn max_entry_bytes(&self) -> Option<usize> {
match self {
Self::Memory(cache) => cache.backend().max_entry_bytes(),
Self::Redis { .. } | Self::Disk(_) | Self::AzureBlob(_) => None,
Self::Redis { .. } | Self::Disk(_) | Self::AzureBlob(_) | Self::Gcs(_) => None,
}
}
@ -138,7 +155,7 @@ impl NativeResponseCache {
pub fn directory(&self) -> Option<&Path> {
match self {
Self::Disk(cache) => Some(cache.backend().directory()),
Self::Memory(_) | Self::Redis { .. } | Self::AzureBlob(_) => None,
Self::Memory(_) | Self::Redis { .. } | Self::AzureBlob(_) | Self::Gcs(_) => None,
}
}
@ -150,6 +167,7 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.lookup(request, now),
Self::Redis { cache, .. } => cache.lookup(request, now),
Self::Gcs(cache) => cache.lookup(request, now),
Self::Disk(cache) => cache.lookup(request, now),
Self::AzureBlob(cache) => cache.lookup(request, now),
}
@ -164,6 +182,7 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.store(request, response, now),
Self::Redis { cache, .. } => cache.store(request, response, now),
Self::Gcs(cache) => cache.store(request, response, now),
Self::Disk(cache) => cache.store(request, response, now),
Self::AzureBlob(cache) => cache.store(request, response, now),
}
@ -177,6 +196,7 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.lookup_batch(requests, now),
Self::Redis { cache, .. } => cache.lookup_batch(requests, now),
Self::Gcs(cache) => cache.lookup_batch(requests, now),
Self::Disk(cache) => cache.lookup_batch(requests, now),
Self::AzureBlob(cache) => cache.lookup_batch(requests, now),
}
@ -190,6 +210,7 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.async_lookup(request, now).await,
Self::Redis { cache, .. } => cache.async_lookup(request, now).await,
Self::Gcs(cache) => cache.async_lookup(request, now).await,
Self::Disk(cache) => cache.async_lookup(request, now).await,
Self::AzureBlob(cache) => cache.async_lookup(request, now).await,
}
@ -211,6 +232,7 @@ impl NativeResponseCache {
cache,
buffer: Some(buffer),
} => buffer.async_store(cache, request, response, now).await,
Self::Gcs(cache) => cache.async_store(request, response, now).await,
Self::Disk(cache) => cache.async_store(request, response, now).await,
Self::AzureBlob(cache) => cache.async_store(request, response, now).await,
}
@ -224,6 +246,7 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.async_lookup_batch(requests, now).await,
Self::Redis { cache, .. } => cache.async_lookup_batch(requests, now).await,
Self::Gcs(cache) => cache.async_lookup_batch(requests, now).await,
Self::Disk(cache) => cache.async_lookup_batch(requests, now).await,
Self::AzureBlob(cache) => cache.async_lookup_batch(requests, now).await,
}
@ -237,6 +260,7 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.async_store_batch(entries, now).await,
Self::Redis { cache, .. } => cache.async_store_batch(entries, now).await,
Self::Gcs(cache) => cache.async_store_batch(entries, now).await,
Self::Disk(cache) => cache.async_store_batch(entries, now).await,
Self::AzureBlob(cache) => cache.async_store_batch(entries, now).await,
}
@ -251,6 +275,7 @@ impl NativeResponseCache {
}
cache.async_flush().await
}
Self::Gcs(cache) => cache.async_flush().await,
Self::Disk(cache) => cache.async_flush().await,
Self::AzureBlob(cache) => cache.async_flush().await,
}
@ -260,8 +285,16 @@ impl NativeResponseCache {
match self {
Self::Memory(cache) => cache.test_connection().await,
Self::Redis { cache, .. } => cache.test_connection().await,
Self::Gcs(cache) => cache.test_connection().await,
Self::Disk(cache) => cache.test_connection().await,
Self::AzureBlob(cache) => cache.test_connection().await,
}
}
pub fn gcs_backend(&self) -> Option<&GcsCache<ResponseCacheCodec>> {
match self {
Self::Gcs(cache) => Some(cache.backend()),
_ => None,
}
}
}

View file

@ -0,0 +1,152 @@
from __future__ import annotations
import json
import threading
from collections.abc import Mapping
from dataclasses import dataclass
from functools import partial
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
from socket import socket
from types import MappingProxyType
from typing import Final, cast
from urllib.parse import unquote, urlsplit
@dataclass(frozen=True, slots=True)
class RecordedRequest:
method: str
path: str
query: str
headers: Mapping[str, str]
body: bytes
class _FakeGcsHandler(BaseHTTPRequestHandler):
def __init__(
self,
request: socket | tuple[bytes, socket],
client_address: tuple[str, int],
server: ThreadingHTTPServer,
*,
fake: FakeGcs,
) -> None:
self._fake: Final = fake
super().__init__(request, client_address, server)
def _handle(self) -> None:
parsed: Final = urlsplit(self.path)
content_length: Final = int(self.headers.get("Content-Length", "0"))
body: Final = self.rfile.read(content_length) if content_length else b""
headers: Final = MappingProxyType(
{name.title(): value for name, value in self.headers.items()}
)
self._fake.record(
RecordedRequest(
method=self.command,
path=parsed.path,
query=parsed.query,
headers=headers,
body=body,
)
)
if self.headers.get("Authorization") != f"Bearer {self._fake.token}":
self._send_json(401, {"error": "unauthorized"})
return
upload_prefix: Final = "/upload/storage/v1/b/"
download_prefix: Final = "/storage/v1/b/"
if parsed.path.startswith(upload_prefix) and parsed.path.endswith("/o"):
self._upload(parsed.path[len(upload_prefix) : -2], parsed.query, body)
return
if parsed.path.startswith(download_prefix):
self._download(parsed.path[len(download_prefix) :], parsed.query)
return
self._send_json(404, {"error": "not found"})
def _upload(self, path: str, query: str, body: bytes) -> None:
values: Final = {
unquote(pair.partition("=")[0]): unquote(pair.partition("=")[2])
for pair in query.split("&")
if pair
}
if not path or values.get("uploadType") != "media" or "name" not in values:
self._send_json(404, {"error": "not found"})
return
self._fake.put_object(path, values["name"], body)
self._send_json(200, {"name": values["name"], "bucket": path})
def _download(self, path: str, query: str) -> None:
bucket, separator, encoded_name = path.partition("/o/")
if not separator or query != "alt=media":
self._send_json(404, {"error": "not found"})
return
name: Final = unquote(encoded_name)
if name.endswith("/server-error") or name == "server-error":
self._send_json(500, {"error": "server error"})
return
body: Final = self._fake.get_object(bucket, name)
if body is None:
self._send_json(404, {"error": "not found"})
return
self._send(200, body, "application/octet-stream")
def _send_json(self, status: int, value: object) -> None:
payload: Final = json.dumps(value).encode()
self._send(status, payload, "application/json")
def _send(self, status: int, body: bytes, content_type: str) -> None:
self.send_response(status)
self.send_header("Content-Type", content_type)
self.send_header("Content-Length", str(len(body)))
self.end_headers()
self.wfile.write(body)
def log_message(self, format: str, *args: object) -> None:
pass
do_GET = _handle
do_POST = _handle
class FakeGcs:
def __init__(self) -> None:
self._objects: dict[tuple[str, str], bytes] = {} # mutable-ok: fake object store
self._requests: list[RecordedRequest] = [] # mutable-ok: recorded request history
self._server = ThreadingHTTPServer(
("127.0.0.1", 0),
partial(_FakeGcsHandler, fake=self),
)
self._worker = threading.Thread(target=self._server.serve_forever, daemon=True)
self._worker.start()
self.token: Final = "test-token"
@property
def url(self) -> str:
address: Final = cast(tuple[str, int], self._server.server_address)
host, port = address
return f"http://{host}:{port}"
@property
def objects(self) -> Mapping[tuple[str, str], bytes]:
return MappingProxyType(self._objects)
@property
def requests(self) -> tuple[RecordedRequest, ...]:
return tuple(self._requests)
def put(self, bucket: str, name: str, body: bytes) -> None:
self.put_object(bucket, name, body)
def close(self) -> None:
self._server.shutdown()
self._server.server_close()
self._worker.join(timeout=5)
def record(self, request: RecordedRequest) -> None:
self._requests.append(request)
def put_object(self, bucket: str, name: str, body: bytes) -> None:
self._objects[(bucket, name)] = body
def get_object(self, bucket: str, name: str) -> bytes | None:
return self._objects.get((bucket, name))

View file

@ -22,11 +22,13 @@ from azure.storage.blob import ContainerClient
import litellm
from litellm.caching.azure_blob_cache import AzureBlobCache
from litellm.caching.caching import Cache, disable_cache, enable_cache, update_cache
from litellm.caching.gcs_cache import GCSCache
from litellm.caching.disk_cache import DiskCache
from litellm.caching.in_memory_cache import InMemoryCache
from litellm.caching.redis_cluster_cache import RedisClusterCache
from litellm.rust_bridge import _native
from litellm.types.caching import LiteLLMCacheType
from tests.test_litellm_rust.support.fake_gcs import FakeGcs
from tests.test_litellm_rust.support.isolation import rebound
pytestmark: Final = pytest.mark.requires_rust_extension
@ -34,6 +36,7 @@ pytestmark: Final = pytest.mark.requires_rust_extension
class CacheLookup(Protocol):
def get_cache(self, **kwargs: object) -> object: ...
def flush_cache(self) -> object: ...
def request(key: str = "key") -> dict[str, object]:
@ -53,6 +56,15 @@ def redis_url() -> Generator[str]:
worker.join(timeout=5)
@pytest.fixture
def fake_gcs() -> Generator[FakeGcs]:
server: Final = FakeGcs()
try:
yield server
finally:
server.close()
@pytest.fixture
def azure_blob_facade() -> Generator[Cache]:
account_url: Final = os.environ.get("AZURE_BLOB_CACHE_ACCOUNT_URL")
@ -630,6 +642,222 @@ async def test_disk_native_batch_lookup_and_store_report_partial_hits(tmp_path:
}
async def test_gcs_reads_python_entries_and_writes_python_compatible_objects(
fake_gcs: FakeGcs, monkeypatch: pytest.MonkeyPatch
) -> None:
monkeypatch.delenv("GCS_PATH_SERVICE_ACCOUNT", raising=False)
monkeypatch.delenv("GCS_BUCKET_NAME", raising=False)
response: Final = {"choices": [{"text": "cached"}], "usage": {"total_tokens": 3}, "flag": True, "empty": None}
fake_gcs.put(
"bucket",
"cache/sync",
json.dumps({"timestamp": time.time(), "response": json.dumps(response)}).encode(),
)
fake_gcs.put("bucket", "cache/async", json.dumps({"timestamp": time.time(), "response": response}).encode())
fake_gcs.put("bucket", "cache/raw", json.dumps(response).encode())
fake_gcs.put("bucket", "cache/invalid", b"not a cache entry")
binding: Final = _native._CacheTestResolver(
SimpleNamespace(
cache=_native._CacheTestHandle.gcs(
"bucket",
gcs_path="cache",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
)
).resolve()
assert binding.lookup(request("sync")) == response
assert await binding.async_lookup(request("async")) == response
assert binding.lookup(request("raw")) == response
assert await binding.async_lookup(request("invalid")) is None
assert binding.lookup(request("missing")) is None
await binding.async_store({**request("native"), "ttl_seconds": 12.0}, response)
stored: Final = fake_gcs.objects[("bucket", "cache/native")]
stored_value: Final = cast(dict[str, object], json.loads(stored))
assert stored_value["response"] == response
assert isinstance(stored_value["timestamp"], float)
upload: Final = next(item for item in fake_gcs.requests if item.method == "POST")
assert upload.path == "/upload/storage/v1/b/bucket/o"
assert upload.query == "uploadType=media&name=cache%2Fnative"
assert upload.headers["Authorization"] == f"Bearer {fake_gcs.token}"
assert upload.headers["Content-Type"] == "application/json"
upload_text: Final = f"{upload.path}?{upload.query}{upload.headers}"
assert "ttl" not in upload_text.lower()
assert "expiry" not in upload_text.lower()
download: Final = next(item for item in fake_gcs.requests if item.path.endswith("/cache%2Fsync"))
assert download.path == "/storage/v1/b/bucket/o/cache%2Fsync"
assert download.query == "alt=media"
binding.store(request("sync2"), response)
assert binding.lookup(request("sync2")) == response
assert GCSCache(bucket_name="bucket", gcs_path="cache").key_prefix == "cache/"
assert GCSCache(bucket_name="bucket", gcs_path="cache/").key_prefix == "cache/"
assert GCSCache(bucket_name="bucket").key_prefix == ""
async def test_gcs_batch_lookup_preserves_order_and_treats_malformed_entries_as_misses(fake_gcs: FakeGcs) -> None:
fake_gcs.put("bucket", "cache/hit", json.dumps({"timestamp": time.time(), "response": {"value": 1}}).encode())
fake_gcs.put("bucket", "cache/invalid", b"not a cache entry")
binding: Final = _native._CacheTestResolver(
SimpleNamespace(
cache=_native._CacheTestHandle.gcs(
"bucket",
gcs_path="cache",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
)
).resolve()
requests: Final = [request("hit"), request("missing"), request("invalid")]
expected: Final = {"values": [{"value": 1}, None, None], "missing_indices": [1, 2]}
assert await binding.async_lookup_batch(requests) == expected
assert binding.lookup_batch(requests) == expected
await binding.async_store_batch([request("first"), request("second")], [{"value": 1}, {"value": 2}])
assert ("bucket", "cache/first") in fake_gcs.objects
assert ("bucket", "cache/second") in fake_gcs.objects
async def test_gcs_facade_binds_only_exact_matching_configuration(
fake_gcs: FakeGcs, monkeypatch: pytest.MonkeyPatch
) -> None:
monkeypatch.delenv("GCS_PATH_SERVICE_ACCOUNT", raising=False)
monkeypatch.delenv("GCS_BUCKET_NAME", raising=False)
monkeypatch.setenv("GOOGLE_APPLICATION_CREDENTIALS", "/nonexistent")
facade: Final = Cache(type=LiteLLMCacheType.GCS, gcs_bucket_name="bucket", gcs_path="cache/")
assert type(facade.cache) is GCSCache
mismatched_bucket: Final = _native._CacheTestHandle.gcs(
"other",
gcs_path="cache",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
with pytest.raises(TypeError, match="buckets must match"):
mismatched_bucket._bind_facade(facade)
mismatched_prefix: Final = _native._CacheTestHandle.gcs(
"bucket",
gcs_path="x",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
with pytest.raises(TypeError, match="key prefixes must match"):
mismatched_prefix._bind_facade(facade)
mismatched_credentials: Final = _native._CacheTestHandle.gcs(
"bucket",
gcs_path="cache",
path_service_account="sa.json",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
with pytest.raises(TypeError, match="credentials must match"):
mismatched_credentials._bind_facade(facade)
with pytest.raises(TypeError, match="types must match"):
_native._CacheTestHandle.memory()._bind_facade(facade)
matching: Final = _native._CacheTestHandle.gcs(
"bucket",
gcs_path="cache",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
matching._bind_facade(facade)
resolver: Final = _native._CacheTestResolver(SimpleNamespace(cache=facade))
binding: Final = resolver.resolve()
assert binding.kind == "native"
await binding.async_store(request("native"), {"value": "native"})
assert await binding.async_lookup(request("native")) == {"value": "native"}
assert cast(CacheLookup, facade).get_cache(cache_key="native") is None
with rebound(facade.cache, "bucket_name", "other"):
assert resolver.resolve().kind == "python_callback"
with rebound(facade.cache, "key_prefix", "x/"):
assert resolver.resolve().kind == "python_callback"
with rebound(facade.cache, "path_service_account", "sa.json"):
assert resolver.resolve().kind == "python_callback"
def no_get_cache(*args: object, **kwargs: object) -> None:
return None
with rebound(facade.cache, "get_cache", no_get_cache):
assert resolver.resolve().kind == "python_callback"
with rebound(facade, "ttl", 12):
assert resolver.resolve().kind == "python_callback"
class CustomGcs(GCSCache):
pass
with rebound(facade, "cache", CustomGcs(bucket_name="bucket", gcs_path="cache/")):
assert resolver.resolve().kind == "python_callback"
custom_facade: Final = Cache(type=LiteLLMCacheType.GCS, gcs_bucket_name="bucket", gcs_path="cache/")
with rebound(custom_facade, "cache", CustomGcs(bucket_name="bucket", gcs_path="cache/")):
with pytest.raises(TypeError, match="types must match"):
matching._bind_facade(custom_facade)
missing_bucket: Final = Cache(type=LiteLLMCacheType.GCS)
with pytest.raises(TypeError, match="requires a configured bucket name"):
matching._bind_facade(missing_bucket)
async def test_gcs_flush_is_a_no_op_and_ping_is_not_implemented(
fake_gcs: FakeGcs, monkeypatch: pytest.MonkeyPatch
) -> None:
monkeypatch.delenv("GCS_PATH_SERVICE_ACCOUNT", raising=False)
monkeypatch.delenv("GCS_BUCKET_NAME", raising=False)
binding: Final = _native._CacheTestResolver(
SimpleNamespace(
cache=_native._CacheTestHandle.gcs(
"bucket",
gcs_path="cache",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
)
).resolve()
await binding.async_store(request("key"), {"value": "stored"})
await binding.async_flush()
assert ("bucket", "cache/key") in fake_gcs.objects
assert await binding.async_lookup(request("key")) == {"value": "stored"}
with pytest.raises(NotImplementedError):
await binding.ping()
facade: Final = Cache(type=LiteLLMCacheType.GCS, gcs_bucket_name="bucket", gcs_path="cache/")
with pytest.raises(AttributeError):
await facade.ping()
assert cast(CacheLookup, facade.cache).flush_cache() is None
async def test_gcs_unauthorized_and_server_errors_surface_as_runtime_errors(fake_gcs: FakeGcs) -> None:
wrong_token: Final = _native._CacheTestResolver(
SimpleNamespace(
cache=_native._CacheTestHandle.gcs(
"bucket",
gcs_path="cache",
endpoint=fake_gcs.url,
token="wrong-token",
)
)
).resolve()
with pytest.raises(RuntimeError):
wrong_token.lookup(request("missing"))
assert not fake_gcs.objects
binding: Final = _native._CacheTestResolver(
SimpleNamespace(
cache=_native._CacheTestHandle.gcs(
"bucket",
gcs_path="cache",
endpoint=fake_gcs.url,
token=fake_gcs.token,
)
)
).resolve()
with pytest.raises(RuntimeError):
binding.lookup(request("server-error"))
assert binding.lookup(request("missing")) is None
async def test_redis_cluster_facade_serves_multi_slot_batches_and_scoped_flush_natively(
cluster_nodes: tuple[tuple[str, int], ...],
) -> None: