From 96cb3077916f296714b7863f858082de1f952ebe Mon Sep 17 00:00:00 2001 From: kozistr Date: Fri, 4 Jul 2025 17:42:21 +0900 Subject: [PATCH 1/6] update: remove unused snapshots --- .../test_http_embed__embeddings_batch.snap | 1924 ----------------- .../test_http_embed__embeddings_raw.snap | 1156 ---------- .../test_http_embed__embeddings_single.snap | 388 ---- .../test_http_predict__predictions_batch.snap | 284 --- ...test_http_predict__predictions_single.snap | 60 - .../snapshots/test_http_rerank__ranks.snap | 14 - 6 files changed, 3826 deletions(-) delete mode 100644 router/tests/snapshots/test_http_embed__embeddings_batch.snap delete mode 100644 router/tests/snapshots/test_http_embed__embeddings_raw.snap delete mode 100644 router/tests/snapshots/test_http_embed__embeddings_single.snap delete mode 100644 router/tests/snapshots/test_http_predict__predictions_batch.snap delete mode 100644 router/tests/snapshots/test_http_predict__predictions_single.snap delete mode 100644 router/tests/snapshots/test_http_rerank__ranks.snap diff --git a/router/tests/snapshots/test_http_embed__embeddings_batch.snap b/router/tests/snapshots/test_http_embed__embeddings_batch.snap deleted file mode 100644 index 781b0a28..00000000 --- a/router/tests/snapshots/test_http_embed__embeddings_batch.snap +++ /dev/null @@ -1,1924 +0,0 @@ ---- -source: router/tests/test_http_embed.rs -expression: embeddings_batch ---- -- - 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- -0.05518625 diff --git a/router/tests/snapshots/test_http_predict__predictions_batch.snap b/router/tests/snapshots/test_http_predict__predictions_batch.snap deleted file mode 100644 index 1458af02..00000000 --- a/router/tests/snapshots/test_http_predict__predictions_batch.snap +++ /dev/null @@ -1,284 +0,0 @@ ---- -source: router/tests/test_http_predict.rs -expression: predictions_batch ---- -- - score: 0.9972131 - label: neutral - - score: 0.0007965734 - label: approval - - score: 0.00029795468 - label: annoyance - - score: 0.00020120534 - label: admiration - - score: 0.0001964958 - label: realization - - score: 0.00013194357 - label: excitement - - score: 0.0001023708 - label: disappointment - - score: 0.000100379475 - label: disgust - - score: 0.00009976558 - label: anger - - score: 0.00008533838 - label: disapproval - - score: 0.00007990069 - label: joy - - score: 0.00007926623 - label: curiosity - - score: 0.000079192534 - label: amusement - - score: 0.000066899396 - label: confusion - - score: 0.00006555159 - label: optimism - - score: 0.000063790685 - label: love - - score: 0.00006372414 - label: sadness - - score: 0.000044774577 - label: fear - - score: 0.00004116887 - label: desire - - score: 0.000040867115 - label: surprise - - score: 0.000033375913 - label: caring - - score: 0.000027021175 - label: gratitude - - score: 0.000025252431 - label: embarrassment - - score: 0.000016195638 - label: pride - - score: 0.000013492125 - label: relief - - score: 0.000013144903 - label: grief - - score: 0.000011318783 - label: nervousness - - score: 0.000009880076 - label: remorse -- - score: 0.9972131 - label: neutral - - score: 0.0007965734 - label: approval - - score: 0.00029795468 - label: annoyance - - score: 0.00020120534 - label: admiration - - score: 0.0001964958 - label: realization - - score: 0.00013194357 - label: excitement - - score: 0.0001023708 - label: disappointment - - score: 0.000100379475 - label: disgust - - score: 0.00009976558 - label: anger - - score: 0.00008533838 - label: disapproval - - score: 0.00007990069 - label: joy - - score: 0.00007926623 - label: curiosity - - score: 0.000079192534 - label: amusement - - score: 0.000066899396 - label: confusion - - score: 0.00006555159 - label: optimism - - score: 0.000063790685 - label: love - - score: 0.00006372414 - label: sadness - - score: 0.000044774577 - label: fear - - score: 0.00004116887 - label: desire - - score: 0.000040867115 - label: surprise - - score: 0.000033375913 - label: caring - - score: 0.000027021175 - label: gratitude - - score: 0.000025252431 - label: embarrassment - - score: 0.000016195638 - label: pride - - score: 0.000013492125 - label: relief - - score: 0.000013144903 - label: grief - - score: 0.000011318783 - label: nervousness - - score: 0.000009880076 - label: remorse -- - score: 0.9972132 - label: neutral - - score: 0.0007965705 - label: approval - - score: 0.00029795355 - label: annoyance - - score: 0.00020120452 - label: admiration - - score: 0.00019649488 - label: realization - - score: 0.00013194351 - label: excitement - - score: 0.000102370424 - label: disappointment - - score: 0.000100379 - label: disgust - - score: 0.000099765304 - label: anger - - score: 0.000085338215 - label: disapproval - - score: 0.00007990062 - label: joy - - score: 0.00007926568 - label: curiosity - - score: 0.00007919242 - label: amusement - - score: 0.000066899396 - label: confusion - - score: 0.0000655515 - label: optimism - - score: 0.000063790605 - label: love - - score: 0.00006372412 - label: sadness - - score: 0.00004477469 - label: fear - - score: 0.000041168856 - label: desire - - score: 0.000040866962 - label: surprise - - score: 0.000033375803 - label: caring - - score: 0.000027021126 - label: gratitude - - score: 0.000025252299 - label: embarrassment - - score: 0.000016195578 - label: pride - - score: 0.000013492137 - label: relief - - score: 0.000013144917 - label: grief - - score: 0.000011318838 - label: nervousness - - score: 0.0000098800765 - label: remorse -- - score: 0.9972132 - label: neutral - - score: 0.0007965705 - label: approval - - score: 0.00029795355 - label: annoyance - - score: 0.00020120452 - label: admiration - - score: 0.00019649488 - label: realization - - score: 0.00013194351 - label: excitement - - score: 0.000102370424 - label: disappointment - - score: 0.000100379 - label: disgust - - score: 0.000099765304 - label: anger - - score: 0.000085338215 - label: disapproval - - score: 0.00007990062 - label: joy - - score: 0.00007926568 - label: curiosity - - score: 0.00007919242 - label: amusement - - score: 0.000066899396 - label: confusion - - score: 0.0000655515 - label: optimism - - score: 0.000063790605 - label: love - - score: 0.00006372412 - label: sadness - - score: 0.00004477469 - label: fear - - score: 0.000041168856 - label: desire - - score: 0.000040866962 - label: surprise - - score: 0.000033375803 - label: caring - - score: 0.000027021126 - label: gratitude - - score: 0.000025252299 - label: embarrassment - - score: 0.000016195578 - label: pride - - score: 0.000013492137 - label: relief - - score: 0.000013144917 - label: grief - - score: 0.000011318838 - label: nervousness - - score: 0.0000098800765 - label: remorse -- - score: 0.9972132 - label: neutral - - score: 0.0007965705 - label: approval - - score: 0.00029795355 - label: annoyance - - score: 0.00020120452 - label: admiration - - score: 0.00019649488 - label: realization - - score: 0.00013194351 - label: excitement - - score: 0.000102370424 - label: disappointment - - score: 0.000100379 - label: disgust - - score: 0.000099765304 - label: anger - - score: 0.000085338215 - label: disapproval - - score: 0.00007990062 - label: joy - - score: 0.00007926568 - label: curiosity - - score: 0.00007919242 - label: amusement - - score: 0.000066899396 - label: confusion - - score: 0.0000655515 - label: optimism - - score: 0.000063790605 - label: love - - score: 0.00006372412 - label: sadness - - score: 0.00004477469 - label: fear - - score: 0.000041168856 - label: desire - - score: 0.000040866962 - label: surprise - - score: 0.000033375803 - label: caring - - score: 0.000027021126 - label: gratitude - - score: 0.000025252299 - label: embarrassment - - score: 0.000016195578 - label: pride - - score: 0.000013492137 - label: relief - - score: 0.000013144917 - label: grief - - score: 0.000011318838 - label: nervousness - - score: 0.0000098800765 - label: remorse diff --git a/router/tests/snapshots/test_http_predict__predictions_single.snap b/router/tests/snapshots/test_http_predict__predictions_single.snap deleted file mode 100644 index a31cda79..00000000 --- a/router/tests/snapshots/test_http_predict__predictions_single.snap +++ /dev/null @@ -1,60 +0,0 @@ ---- -source: router/tests/test_http_predict.rs -expression: predictions_single ---- -- score: 0.9972132 - label: neutral -- score: 0.0007965705 - label: approval -- score: 0.00029795355 - label: annoyance -- score: 0.00020120452 - label: admiration -- score: 0.00019649488 - label: realization -- score: 0.00013194351 - label: excitement -- score: 0.000102370424 - label: disappointment -- score: 0.000100379 - label: disgust -- score: 0.000099765304 - label: anger -- score: 0.000085338215 - label: disapproval -- score: 0.00007990062 - label: joy -- score: 0.00007926568 - label: curiosity -- score: 0.00007919242 - label: amusement -- score: 0.000066899396 - label: confusion -- score: 0.0000655515 - label: optimism -- score: 0.000063790605 - label: love -- score: 0.00006372412 - label: sadness -- score: 0.00004477469 - label: fear -- score: 0.000041168856 - label: desire -- score: 0.000040866962 - label: surprise -- score: 0.000033375803 - label: caring -- score: 0.000027021126 - label: gratitude -- score: 0.000025252299 - label: embarrassment -- score: 0.000016195578 - label: pride -- score: 0.000013492137 - label: relief -- score: 0.000013144917 - label: grief -- score: 0.000011318838 - label: nervousness -- score: 0.0000098800765 - label: remorse diff --git a/router/tests/snapshots/test_http_rerank__ranks.snap b/router/tests/snapshots/test_http_rerank__ranks.snap deleted file mode 100644 index 5155fb3c..00000000 --- a/router/tests/snapshots/test_http_rerank__ranks.snap +++ /dev/null @@ -1,14 +0,0 @@ ---- -source: router/tests/test_http_rerank.rs -assertion_line: 42 -expression: ranks ---- -- index: 2 - score: 0.9997739 - text: test -- index: 0 - score: 0.9997739 - text: test -- index: 1 - score: 0.3638598 - text: other From 37439f52ba3834920a246705209ef15cf12fedda Mon Sep 17 00:00:00 2001 From: kozistr Date: Fri, 4 Jul 2025 17:42:42 +0900 Subject: [PATCH 2/6] feature: support MRL functionality --- core/src/infer.rs | 37 +++++++++++++++++++++++++------------ router/src/http/server.rs | 5 +++++ router/src/http/types.rs | 9 +++++++++ 3 files changed, 39 insertions(+), 12 deletions(-) diff --git a/core/src/infer.rs b/core/src/infer.rs index 23b343bf..4e07cabd 100644 --- a/core/src/infer.rs +++ b/core/src/infer.rs @@ -224,6 +224,7 @@ impl Infer { Ok(response) } + #[allow(clippy::too_many_arguments)] #[instrument(skip(self, inputs, permit))] pub async fn embed_pooled + std::fmt::Debug>( &self, @@ -232,13 +233,13 @@ impl Infer { truncation_direction: TruncationDirection, prompt_name: Option, normalize: bool, + dimensions: Option, permit: OwnedSemaphorePermit, ) -> Result { let start_time = Instant::now(); if self.is_splade() && normalize { - let counter = metrics::counter!("te_request_failure", "err" => "model_type"); - counter.increment(1); + metrics::counter!("te_request_failure", "err" => "model_type").increment(1); let message = "`normalize` is not available for SPLADE models".to_string(); tracing::error!("{message}"); return Err(TextEmbeddingsError::Backend(BackendError::Inference( @@ -246,6 +247,15 @@ impl Infer { ))); } + if let Some(dimensions) = dimensions { + if dimensions == 0 { + metrics::counter!("te_request_failure", "err" => "validation").increment(1); + let message = "`dimensions` should be always positive".to_string(); + tracing::error!("{message}"); + return Err(TextEmbeddingsError::Validation(message)); + } + } + let results = self .embed( inputs, @@ -262,6 +272,11 @@ impl Infer { panic!("unexpected enum variant") }; + if let Some(mrl_dimensions) = dimensions { + let mrl_dimensions = mrl_dimensions.min(response.results.len()); + response.results.truncate(mrl_dimensions); + } + if normalize { // Normalize embedding let scale = (1.0 @@ -283,16 +298,14 @@ impl Infer { let total_time = start_time.elapsed(); // Metrics - let counter = metrics::counter!("te_embed_success"); - counter.increment(1); - let histogram = metrics::histogram!("te_embed_duration"); - histogram.record(total_time.as_secs_f64()); - let histogram = metrics::histogram!("te_embed_tokenization_duration"); - histogram.record(response.metadata.tokenization.as_secs_f64()); - let histogram = metrics::histogram!("te_embed_queue_duration"); - histogram.record(response.metadata.queue.as_secs_f64()); - let histogram = metrics::histogram!("te_embed_inference_duration"); - histogram.record(response.metadata.inference.as_secs_f64()); + metrics::counter!("te_embed_success").increment(1); + metrics::histogram!("te_embed_duration").record(total_time.as_secs_f64()); + metrics::histogram!("te_embed_tokenization_duration") + .record(response.metadata.tokenization.as_secs_f64()); + metrics::histogram!("te_embed_queue_duration") + .record(response.metadata.queue.as_secs_f64()); + metrics::histogram!("te_embed_inference_duration") + .record(response.metadata.inference.as_secs_f64()); Ok(response) } diff --git a/router/src/http/server.rs b/router/src/http/server.rs index f805744a..a22af962 100644 --- a/router/src/http/server.rs +++ b/router/src/http/server.rs @@ -544,6 +544,7 @@ async fn similarity( truncation_direction: parameters.truncation_direction, prompt_name: parameters.prompt_name, normalize: false, + dimensions: None, }; // Get embeddings @@ -611,6 +612,7 @@ async fn embed( req.truncation_direction.into(), req.prompt_name, req.normalize, + req.dimensions, permit, ) .await @@ -679,6 +681,7 @@ async fn embed( req.truncation_direction.into(), prompt_name, req.normalize, + req.dimensions, permit, ) .await @@ -1156,6 +1159,7 @@ async fn openai_embed( tokenizers::TruncationDirection::Right, None, true, + req.dimensions, permit, ) .await @@ -1228,6 +1232,7 @@ async fn openai_embed( tokenizers::TruncationDirection::Right, None, true, + req.dimensions, permit, ) .await diff --git a/router/src/http/types.rs b/router/src/http/types.rs index 60122888..bc3a5cbc 100644 --- a/router/src/http/types.rs +++ b/router/src/http/types.rs @@ -323,6 +323,8 @@ pub(crate) struct OpenAICompatRequest { #[schema(default = "float", example = "float")] #[serde(default)] pub encoding_format: EncodingFormat, + #[schema(default = "null", example = "null", nullable = true)] + pub dimensions: Option, } #[derive(Serialize, ToSchema)] @@ -406,12 +408,15 @@ pub(crate) struct SimilarityResponse(pub Vec); #[derive(Deserialize, ToSchema)] pub(crate) struct EmbedRequest { pub inputs: Input, + #[serde(default)] #[schema(default = "false", example = "false", nullable = true)] pub truncate: Option, + #[serde(default)] #[schema(default = "right", example = "right")] pub truncation_direction: TruncationDirection, + /// The name of the prompt that should be used by for encoding. If not set, no prompt /// will be applied. /// @@ -423,9 +428,13 @@ pub(crate) struct EmbedRequest { /// any text to encode. #[schema(default = "null", example = "null", nullable = true)] pub prompt_name: Option, + #[serde(default = "default_normalize")] #[schema(default = "true", example = "true")] pub normalize: bool, + + #[schema(default = "null", example = "null", nullable = true)] + pub dimensions: Option, } fn default_normalize() -> bool { From b5c9024986e0b77a773f57d90ec849dde673a59d Mon Sep 17 00:00:00 2001 From: kozistr Date: Fri, 4 Jul 2025 17:42:51 +0900 Subject: [PATCH 3/6] update: test case --- ...http_embed__mrl_embeddings_single.snap.new | 134 ++++++++++++++++ router/tests/test_http_embed.rs | 146 +++++++----------- 2 files changed, 189 insertions(+), 91 deletions(-) create mode 100644 router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new diff --git a/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new b/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new new file mode 100644 index 00000000..7c2b9608 --- /dev/null +++ b/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new @@ -0,0 +1,134 @@ +--- +source: router/tests/test_http_embed.rs +assertion_line: 33 +expression: embeddings_single +--- +- - 0.020964028 + - 0.04565802 + - -0.066505834 + - 0.10739284 + - -0.013054225 + - -0.074676 + - 0.13989432 + - 0.06780746 + - 0.022699486 + - -0.011153354 + - 0.030836595 + - -0.13956568 + - -0.0007679629 + - 0.05042272 + - -0.028967943 + - -0.123677045 + - 0.016125135 + - -0.036846906 + - -0.145736 + - -0.02373245 + - -0.0745195 + - -0.046681724 + - -0.0482189 + - 0.059916265 + - -0.04010451 + - 0.038125258 + - -0.10496603 + - 0.05981593 + - 0.05392072 + - -0.11278696 + - 0.07032668 + - 0.057939023 + - 0.02778035 + - 0.08221898 + - 0.09622914 + - 0.02419897 + - 0.07466661 + - 0.050956063 + - 0.03522559 + - -0.0059160567 + - -0.006516073 + - -0.25893325 + - 0.06894633 + - -0.019899387 + - 0.04731431 + - 0.07508748 + - -0.029141093 + - 0.09708059 + - -0.102892384 + - 0.0221161 + - -0.0635292 + - -0.07202666 + - -0.08355097 + - -0.07089743 + - -0.032660127 + - 0.039239414 + - -0.011755509 + - -0.04810411 + - 0.088166565 + - 0.07864387 + - 0.08385171 + - -0.062469278 + - -0.043762952 + - 0.10090823 + - 0.044606347 + - 0.03526079 + - 0.020471726 + - -0.04660194 + - -0.05844183 + - -0.059265647 + - -0.026472175 + - 0.026590858 + - 0.01875294 + - 0.1344086 + - 0.14505184 + - -0.0076243132 + - 0.0048931646 + - -0.13905056 + - 0.10659304 + - -0.008705274 + - -0.15836889 + - -0.08412147 + - -0.07179273 + - 0.09513935 + - 0.044845596 + - 0.1462115 + - 0.21719754 + - 0.057623506 + - -0.20648007 + - 0.019382326 + - 0.03581364 + - 0.07008155 + - -0.06274128 + - -0.011106757 + - -0.07717128 + - 0.041089788 + - 0.015186751 + - -0.035322264 + - -0.042230345 + - 0.44461676 + - 0.089619726 + - 0.052916277 + - -0.010440798 + - -0.037045464 + - -0.14071313 + - -0.07794195 + - 0.00072461966 + - -0.12116826 + - 0.12817718 + - 0.011752636 + - -0.106016025 + - -0.009204605 + - 0.05600078 + - 0.04988507 + - 0.0492185 + - -0.12354064 + - -0.11913096 + - 0.10714254 + - -0.05773055 + - 0.07365335 + - 0.10331037 + - 0.0126717 + - 0.011246378 + - -0.023940507 + - 0.056565095 + - -0.073130794 + - 0.12836735 + - -0.0000000000000000000000000000000087874264 + diff --git a/router/tests/test_http_embed.rs b/router/tests/test_http_embed.rs index f8cf3c42..5de2aeb8 100644 --- a/router/tests/test_http_embed.rs +++ b/router/tests/test_http_embed.rs @@ -1,91 +1,55 @@ -// mod common; -// -// use crate::common::{start_server, Score}; -// use anyhow::Result; -// use insta::internals::YamlMatcher; -// use serde_json::json; -// use text_embeddings_backend::DType; -// -// #[tokio::test] -// #[cfg(feature = "http")] -// async fn test_embeddings() -> Result<()> { -// start_server( -// "sentence-transformers/all-MiniLM-L6-v2".to_string(), -// None, -// DType::Float32, -// ) -// .await?; -// -// let request = json!({ -// "inputs": "test" -// }); -// let client = reqwest::Client::new(); -// let res = client -// .post("http://0.0.0.0:8090/embed") -// .json(&request) -// .send() -// .await?; -// -// let embeddings_single = res.json::>>().await?; -// let matcher = YamlMatcher::>>::new(); -// insta::assert_yaml_snapshot!("embeddings_single", embeddings_single, &matcher); -// -// let test_tokens = vec![[101, 3231, 102]]; // tokenized "test" -// let request = json!({"inputs": &test_tokens}); -// let res = client -// .post("http://0.0.0.0:8090/embed") -// .json(&request) -// .send() -// .await?; -// -// let embeddings_single = res.json::>>().await?; -// let matcher = YamlMatcher::>>::new(); -// insta::assert_yaml_snapshot!("embeddings_single", embeddings_single, &matcher); -// -// let request = json!({ -// "inputs": vec!["test", "test", "test", "test", "test"], -// }); -// -// let client = reqwest::Client::new(); -// let res = client -// .post("http://0.0.0.0:8090/embed") -// .json(&request) -// .send() -// .await?; -// let embeddings_batch = res.json::>>().await?; -// insta::assert_yaml_snapshot!("embeddings_batch", embeddings_batch, &matcher); -// for embeddings in &embeddings_batch { -// assert_eq!(embeddings, &embeddings_single[0]); -// } -// -// let request = -// json!({"inputs": &test_tokens.repeat(request["inputs"].as_array().unwrap().len())}); -// let res = client -// .post("http://0.0.0.0:8090/embed") -// .json(&request) -// .send() -// .await?; -// -// let embeddings_batch = res.json::>>().await?; -// insta::assert_yaml_snapshot!("embeddings_batch", embeddings_batch, &matcher); -// for embeddings in &embeddings_batch { -// assert_eq!(embeddings, &embeddings_single[0]); -// } -// -// let request = json!({ -// "inputs": "test" -// }); -// -// let client = reqwest::Client::new(); -// let res = client -// .post("http://0.0.0.0:8090/embed_all") -// .json(&request) -// .send() -// .await?; -// -// let embeddings_raw = res.json::>>>().await?; -// let matcher = YamlMatcher::>>>::new(); -// insta::assert_yaml_snapshot!("embeddings_raw", embeddings_raw, &matcher); -// -// Ok(()) -// } +mod common; + +use crate::common::{start_server, Score}; +use anyhow::Result; +use insta::internals::YamlMatcher; +use serde_json::json; +use text_embeddings_backend::DType; + +#[tokio::test] +#[cfg(feature = "http")] +async fn test_mrl_embeddings() -> Result<()> { + start_server( + "sentence-transformers/all-MiniLM-L6-v2".to_string(), + None, + DType::Float32, + ) + .await?; + + let request = json!({ + "inputs": "test", + "dimensions": 128, + }); + + let client = reqwest::Client::new(); + let res = client + .post("http://0.0.0.0:8090/embed") + .json(&request) + .send() + .await?; + + let embeddings_single = res.json::>>().await?; + let matcher = YamlMatcher::>>::new(); + insta::assert_yaml_snapshot!("mrl_embeddings_single", embeddings_single, &matcher); + + let request = json!({ + "inputs": vec!["test", "test", "test"], + "dimensions": 128, + }); + + let client = reqwest::Client::new(); + let res = client + .post("http://0.0.0.0:8090/embed") + .json(&request) + .send() + .await?; + + let embeddings_batch = res.json::>>().await?; + insta::assert_yaml_snapshot!("mrl_embeddings_batch", embeddings_batch, &matcher); + + for embeddings in &embeddings_batch { + assert_eq!(embeddings, &embeddings_single[0]); + } + + Ok(()) +} From dd87f5c30bc1c10aee56b3ab9c589f891567d9ce Mon Sep 17 00:00:00 2001 From: kozistr Date: Fri, 4 Jul 2025 23:49:09 +0900 Subject: [PATCH 4/6] update: snapshots --- ...test_http_embed__mrl_embeddings_batch.snap | 388 ++++++++++++++++++ ...est_http_embed__mrl_embeddings_single.snap | 132 ++++++ ...http_embed__mrl_embeddings_single.snap.new | 134 ------ 3 files changed, 520 insertions(+), 134 deletions(-) create mode 100644 router/tests/snapshots/test_http_embed__mrl_embeddings_batch.snap create mode 100644 router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap delete mode 100644 router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new diff --git a/router/tests/snapshots/test_http_embed__mrl_embeddings_batch.snap b/router/tests/snapshots/test_http_embed__mrl_embeddings_batch.snap new file mode 100644 index 00000000..dca6b9b1 --- /dev/null +++ b/router/tests/snapshots/test_http_embed__mrl_embeddings_batch.snap @@ -0,0 +1,388 @@ +--- +source: router/tests/test_http_embed.rs +expression: embeddings_batch +--- +- - 0.020964134 + - 0.04565805 + - -0.066505864 + - 0.10739273 + - -0.013054413 + - -0.07467599 + - 0.13989426 + - 0.06780755 + - 0.022699585 + - -0.011153332 + - 0.030836489 + - -0.13956574 + - -0.00076798 + - 0.050422817 + - -0.028967934 + - -0.12367706 + - 0.016125187 + - -0.036846884 + - -0.14573616 + - -0.023732454 + - -0.074519396 + - -0.046681512 + - -0.048219018 + - 0.059916355 + - -0.04010434 + - 0.03812518 + - -0.1049659 + - 0.059815846 + - 0.053920783 + - -0.11278696 + - 0.07032669 + - 0.05793912 + - 0.027780503 + - 0.082218945 + - 0.096229285 + - 0.024199046 + - 0.074666694 + - 0.050956093 + - 0.035225403 + - -0.005916078 + - -0.006516011 + - -0.25893325 + - 0.06894622 + - -0.01989942 + - 0.047314264 + - 0.07508758 + - -0.029141173 + - 0.097080484 + - -0.102892265 + - 0.0221161 + - -0.06352916 + - -0.072026655 + - -0.08355104 + - -0.07089745 + - -0.032660138 + - 0.03923949 + - -0.0117555745 + - -0.048104145 + - 0.08816663 + - 0.07864374 + - 0.08385195 + - -0.062469263 + - -0.043763082 + - 0.10090819 + - 0.044606484 + - 0.03526077 + - 0.02047166 + - -0.046601925 + - -0.05844191 + - -0.05926575 + - -0.026472073 + - 0.026590988 + - 0.018752953 + - 0.1344087 + - 0.14505194 + - -0.0076242234 + - 0.0048932303 + - -0.13905065 + - 0.10659299 + - -0.008705495 + - -0.15836906 + - -0.08412132 + - -0.07179259 + - 0.09513924 + - 0.044845387 + - 0.14621146 + - 0.2171975 + - 0.05762342 + - -0.20648004 + - 0.01938241 + - 0.03581375 + - 0.070081525 + - -0.06274119 + - -0.01110687 + - -0.077171445 + - 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0.059815846 + - 0.053920783 + - -0.11278696 + - 0.07032669 + - 0.05793912 + - 0.027780503 + - 0.082218945 + - 0.096229285 + - 0.024199046 + - 0.074666694 + - 0.050956093 + - 0.035225403 + - -0.005916078 + - -0.006516011 + - -0.25893325 + - 0.06894622 + - -0.01989942 + - 0.047314264 + - 0.07508758 + - -0.029141173 + - 0.097080484 + - -0.102892265 + - 0.0221161 + - -0.06352916 + - -0.072026655 + - -0.08355104 + - -0.07089745 + - -0.032660138 + - 0.03923949 + - -0.0117555745 + - -0.048104145 + - 0.08816663 + - 0.07864374 + - 0.08385195 + - -0.062469263 + - -0.043763082 + - 0.10090819 + - 0.044606484 + - 0.03526077 + - 0.02047166 + - -0.046601925 + - -0.05844191 + - -0.05926575 + - -0.026472073 + - 0.026590988 + - 0.018752953 + - 0.1344087 + - 0.14505194 + - -0.0076242234 + - 0.0048932303 + - -0.13905065 + - 0.10659299 + - -0.008705495 + - -0.15836906 + - -0.08412132 + - -0.07179259 + - 0.09513924 + - 0.044845387 + - 0.14621146 + - 0.2171975 + - 0.05762342 + - -0.20648004 + - 0.01938241 + - 0.03581375 + - 0.070081525 + - -0.06274119 + - -0.01110687 + - -0.077171445 + - 0.041089788 + - 0.015186799 + - -0.03532222 + - -0.042230483 + - 0.44461676 + - 0.08961973 + - 0.052916117 + - -0.010440887 + - -0.03704547 + - -0.14071305 + - -0.07794189 + - 0.00072469393 + - -0.12116831 + - 0.12817729 + - 0.011752549 + - -0.10601616 + - -0.009204718 + - 0.056000717 + - 0.049885064 + - 0.04921838 + - -0.12354038 + - -0.11913105 + - 0.10714236 + - -0.057730462 + - 0.073653325 + - 0.1033103 + - 0.012671726 + - 0.011246453 + - -0.02394062 + - 0.056565035 + - -0.07313082 + - 0.12836726 + - -0.000000000000000000000000000000008787423 +- - 0.020964134 + - 0.04565805 + - -0.066505864 + - 0.10739273 + - -0.013054413 + - -0.07467599 + - 0.13989426 + - 0.06780755 + - 0.022699585 + - -0.011153332 + - 0.030836489 + - -0.13956574 + - -0.00076798 + - 0.050422817 + - -0.028967934 + - -0.12367706 + - 0.016125187 + - -0.036846884 + - -0.14573616 + - -0.023732454 + - -0.074519396 + - -0.046681512 + - -0.048219018 + - 0.059916355 + - -0.04010434 + - 0.03812518 + - -0.1049659 + - 0.059815846 + - 0.053920783 + - -0.11278696 + - 0.07032669 + - 0.05793912 + - 0.027780503 + - 0.082218945 + - 0.096229285 + - 0.024199046 + - 0.074666694 + - 0.050956093 + - 0.035225403 + - -0.005916078 + - -0.006516011 + - -0.25893325 + - 0.06894622 + - -0.01989942 + - 0.047314264 + - 0.07508758 + - -0.029141173 + - 0.097080484 + - -0.102892265 + - 0.0221161 + - -0.06352916 + - -0.072026655 + - -0.08355104 + - -0.07089745 + - -0.032660138 + - 0.03923949 + - -0.0117555745 + - -0.048104145 + - 0.08816663 + - 0.07864374 + - 0.08385195 + - -0.062469263 + - -0.043763082 + - 0.10090819 + - 0.044606484 + - 0.03526077 + - 0.02047166 + - -0.046601925 + - -0.05844191 + - -0.05926575 + - -0.026472073 + - 0.026590988 + - 0.018752953 + - 0.1344087 + - 0.14505194 + - -0.0076242234 + - 0.0048932303 + - -0.13905065 + - 0.10659299 + - -0.008705495 + - -0.15836906 + - -0.08412132 + - -0.07179259 + - 0.09513924 + - 0.044845387 + - 0.14621146 + - 0.2171975 + - 0.05762342 + - -0.20648004 + - 0.01938241 + - 0.03581375 + - 0.070081525 + - -0.06274119 + - -0.01110687 + - -0.077171445 + - 0.041089788 + - 0.015186799 + - -0.03532222 + - -0.042230483 + - 0.44461676 + - 0.08961973 + - 0.052916117 + - -0.010440887 + - -0.03704547 + - -0.14071305 + - -0.07794189 + - 0.00072469393 + - -0.12116831 + - 0.12817729 + - 0.011752549 + - -0.10601616 + - -0.009204718 + - 0.056000717 + - 0.049885064 + - 0.04921838 + - -0.12354038 + - -0.11913105 + - 0.10714236 + - -0.057730462 + - 0.073653325 + - 0.1033103 + - 0.012671726 + - 0.011246453 + - -0.02394062 + - 0.056565035 + - -0.07313082 + - 0.12836726 + - -0.000000000000000000000000000000008787423 diff --git a/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap b/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap new file mode 100644 index 00000000..19b56322 --- /dev/null +++ b/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap @@ -0,0 +1,132 @@ +--- +source: router/tests/test_http_embed.rs +expression: embeddings_single +--- +- - 0.020964134 + - 0.04565805 + - -0.066505864 + - 0.10739273 + - -0.013054413 + - -0.07467599 + - 0.13989426 + - 0.06780755 + - 0.022699585 + - -0.011153332 + - 0.030836489 + - -0.13956574 + - -0.00076798 + - 0.050422817 + - -0.028967934 + - -0.12367706 + - 0.016125187 + - -0.036846884 + - -0.14573616 + - -0.023732454 + - -0.074519396 + - -0.046681512 + - -0.048219018 + - 0.059916355 + - -0.04010434 + - 0.03812518 + - -0.1049659 + - 0.059815846 + - 0.053920783 + - -0.11278696 + - 0.07032669 + - 0.05793912 + - 0.027780503 + - 0.082218945 + - 0.096229285 + - 0.024199046 + - 0.074666694 + - 0.050956093 + - 0.035225403 + - -0.005916078 + - -0.006516011 + - -0.25893325 + - 0.06894622 + - -0.01989942 + - 0.047314264 + - 0.07508758 + - -0.029141173 + - 0.097080484 + - -0.102892265 + - 0.0221161 + - -0.06352916 + - -0.072026655 + - -0.08355104 + - -0.07089745 + - -0.032660138 + - 0.03923949 + - -0.0117555745 + - -0.048104145 + - 0.08816663 + - 0.07864374 + - 0.08385195 + - -0.062469263 + - -0.043763082 + - 0.10090819 + - 0.044606484 + - 0.03526077 + - 0.02047166 + - -0.046601925 + - -0.05844191 + - -0.05926575 + - -0.026472073 + - 0.026590988 + - 0.018752953 + - 0.1344087 + - 0.14505194 + - -0.0076242234 + - 0.0048932303 + - -0.13905065 + - 0.10659299 + - -0.008705495 + - -0.15836906 + - -0.08412132 + - -0.07179259 + - 0.09513924 + - 0.044845387 + - 0.14621146 + - 0.2171975 + - 0.05762342 + - -0.20648004 + - 0.01938241 + - 0.03581375 + - 0.070081525 + - -0.06274119 + - -0.01110687 + - -0.077171445 + - 0.041089788 + - 0.015186799 + - -0.03532222 + - -0.042230483 + - 0.44461676 + - 0.08961973 + - 0.052916117 + - -0.010440887 + - -0.03704547 + - -0.14071305 + - -0.07794189 + - 0.00072469393 + - -0.12116831 + - 0.12817729 + - 0.011752549 + - -0.10601616 + - -0.009204718 + - 0.056000717 + - 0.049885064 + - 0.04921838 + - -0.12354038 + - -0.11913105 + - 0.10714236 + - -0.057730462 + - 0.073653325 + - 0.1033103 + - 0.012671726 + - 0.011246453 + - -0.02394062 + - 0.056565035 + - -0.07313082 + - 0.12836726 + - -0.000000000000000000000000000000008787423 diff --git a/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new b/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new deleted file mode 100644 index 7c2b9608..00000000 --- a/router/tests/snapshots/test_http_embed__mrl_embeddings_single.snap.new +++ /dev/null @@ -1,134 +0,0 @@ ---- -source: router/tests/test_http_embed.rs -assertion_line: 33 -expression: embeddings_single ---- -- - 0.020964028 - - 0.04565802 - - -0.066505834 - - 0.10739284 - - -0.013054225 - - -0.074676 - - 0.13989432 - - 0.06780746 - - 0.022699486 - - -0.011153354 - - 0.030836595 - - -0.13956568 - - -0.0007679629 - - 0.05042272 - - -0.028967943 - - -0.123677045 - - 0.016125135 - - -0.036846906 - - -0.145736 - - -0.02373245 - - -0.0745195 - - -0.046681724 - - -0.0482189 - - 0.059916265 - - -0.04010451 - - 0.038125258 - - -0.10496603 - - 0.05981593 - - 0.05392072 - - -0.11278696 - - 0.07032668 - - 0.057939023 - - 0.02778035 - - 0.08221898 - - 0.09622914 - - 0.02419897 - - 0.07466661 - - 0.050956063 - - 0.03522559 - - -0.0059160567 - - -0.006516073 - - -0.25893325 - - 0.06894633 - - -0.019899387 - - 0.04731431 - - 0.07508748 - - -0.029141093 - - 0.09708059 - - -0.102892384 - - 0.0221161 - - -0.0635292 - - -0.07202666 - - -0.08355097 - - -0.07089743 - - -0.032660127 - - 0.039239414 - - -0.011755509 - - -0.04810411 - - 0.088166565 - - 0.07864387 - - 0.08385171 - - -0.062469278 - - -0.043762952 - - 0.10090823 - - 0.044606347 - - 0.03526079 - - 0.020471726 - - -0.04660194 - - -0.05844183 - - -0.059265647 - - -0.026472175 - - 0.026590858 - - 0.01875294 - - 0.1344086 - - 0.14505184 - - -0.0076243132 - - 0.0048931646 - - -0.13905056 - - 0.10659304 - - -0.008705274 - - -0.15836889 - - -0.08412147 - - -0.07179273 - - 0.09513935 - - 0.044845596 - - 0.1462115 - - 0.21719754 - - 0.057623506 - - -0.20648007 - - 0.019382326 - - 0.03581364 - - 0.07008155 - - -0.06274128 - - -0.011106757 - - -0.07717128 - - 0.041089788 - - 0.015186751 - - -0.035322264 - - -0.042230345 - - 0.44461676 - - 0.089619726 - - 0.052916277 - - -0.010440798 - - -0.037045464 - - -0.14071313 - - -0.07794195 - - 0.00072461966 - - -0.12116826 - - 0.12817718 - - 0.011752636 - - -0.106016025 - - -0.009204605 - - 0.05600078 - - 0.04988507 - - 0.0492185 - - -0.12354064 - - -0.11913096 - - 0.10714254 - - -0.05773055 - - 0.07365335 - - 0.10331037 - - 0.0126717 - - 0.011246378 - - -0.023940507 - - 0.056565095 - - -0.073130794 - - 0.12836735 - - -0.0000000000000000000000000000000087874264 - From 3336a631b3dac170af7283f5923ed4c7e40b5624 Mon Sep 17 00:00:00 2001 From: kozistr Date: Sat, 5 Jul 2025 00:20:27 +0900 Subject: [PATCH 5/6] update: grpc --- core/src/infer.rs | 22 +++++++++------------- proto/tei.proto | 1 + router/src/grpc/server.rs | 1 + router/src/http/types.rs | 2 ++ 4 files changed, 13 insertions(+), 13 deletions(-) diff --git a/core/src/infer.rs b/core/src/infer.rs index 4e07cabd..689d8e25 100644 --- a/core/src/infer.rs +++ b/core/src/infer.rs @@ -151,20 +151,16 @@ impl Infer { panic!("unexpected enum variant") }; - // Timings let total_time = start_time.elapsed(); - // Metrics - let counter = metrics::counter!("te_embed_success"); - counter.increment(1); - let histogram = metrics::histogram!("te_embed_duration"); - histogram.record(total_time.as_secs_f64()); - let histogram = metrics::histogram!("te_embed_tokenization_duration"); - histogram.record(response.metadata.tokenization.as_secs_f64()); - let histogram = metrics::histogram!("te_embed_queue_duration"); - histogram.record(response.metadata.queue.as_secs_f64()); - let histogram = metrics::histogram!("te_embed_inference_duration"); - histogram.record(response.metadata.inference.as_secs_f64()); + metrics::counter!("te_embed_success").increment(1); + metrics::histogram!("te_embed_duration").record(total_time.as_secs_f64()); + metrics::histogram!("te_embed_tokenization_duration") + .record(response.metadata.tokenization.as_secs_f64()); + metrics::histogram!("te_embed_queue_duration") + .record(response.metadata.queue.as_secs_f64()); + metrics::histogram!("te_embed_inference_duration") + .record(response.metadata.inference.as_secs_f64()); Ok(response) } @@ -250,7 +246,7 @@ impl Infer { if let Some(dimensions) = dimensions { if dimensions == 0 { metrics::counter!("te_request_failure", "err" => "validation").increment(1); - let message = "`dimensions` should be always positive".to_string(); + let message = "`dimensions` should be positive".to_string(); tracing::error!("{message}"); return Err(TextEmbeddingsError::Validation(message)); } diff --git a/proto/tei.proto b/proto/tei.proto index aac6c2ba..ea96457c 100644 --- a/proto/tei.proto +++ b/proto/tei.proto @@ -80,6 +80,7 @@ message EmbedRequest { bool normalize = 3; TruncationDirection truncation_direction = 4; optional string prompt_name = 5; + optional uint32 dimensions = 6; } message EmbedResponse { diff --git a/router/src/grpc/server.rs b/router/src/grpc/server.rs index 3c98f8b8..130e519d 100644 --- a/router/src/grpc/server.rs +++ b/router/src/grpc/server.rs @@ -91,6 +91,7 @@ impl TextEmbeddingsService { truncation_direction, request.prompt_name, request.normalize, + request.dimensions.map(|v| v as usize), permit, ) .await diff --git a/router/src/http/types.rs b/router/src/http/types.rs index bc3a5cbc..b451eb9d 100644 --- a/router/src/http/types.rs +++ b/router/src/http/types.rs @@ -433,6 +433,8 @@ pub(crate) struct EmbedRequest { #[schema(default = "true", example = "true")] pub normalize: bool, + /// The number of dimensions the resulting output embeddings should have. If not set, the orignal + /// shape of the representation will be returned. #[schema(default = "null", example = "null", nullable = true)] pub dimensions: Option, } From d56c2968a4adaa175728728bc8b29aeaed7fba93 Mon Sep 17 00:00:00 2001 From: Hyeongchan Kim Date: Wed, 9 Jul 2025 10:02:22 +0900 Subject: [PATCH 6/6] Update router/src/http/types.rs Co-authored-by: Alvaro Bartolome <36760800+alvarobartt@users.noreply.github.com> --- router/src/http/types.rs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/router/src/http/types.rs b/router/src/http/types.rs index b451eb9d..dedaab60 100644 --- a/router/src/http/types.rs +++ b/router/src/http/types.rs @@ -433,8 +433,8 @@ pub(crate) struct EmbedRequest { #[schema(default = "true", example = "true")] pub normalize: bool, - /// The number of dimensions the resulting output embeddings should have. If not set, the orignal - /// shape of the representation will be returned. + /// The number of dimensions that the output embeddings should have. If not set, the original + /// shape of the representation will be returned instead. #[schema(default = "null", example = "null", nullable = true)] pub dimensions: Option, }