use meili_snap::snapshot; use once_cell::sync::Lazy; use crate::common::index::Index; use crate::common::{Server, Value}; use crate::json; async fn index_with_documents<'a>(server: &'a Server, documents: &Value) -> Index<'a> { let index = server.index("test"); let (response, code) = server.set_features(json!({"vectorStore": true})).await; meili_snap::snapshot!(code, @"200 OK"); meili_snap::snapshot!(meili_snap::json_string!(response), @r###" { "scoreDetails": false, "vectorStore": true, "metrics": false, "exportPuffinReports": false } "###); let (response, code) = index .update_settings(json!({ "embedders": {"default": { "source": "userProvided", "dimensions": 2}}} )) .await; assert_eq!(202, code, "{:?}", response); index.wait_task(response.uid()).await; let (response, code) = index.add_documents(documents.clone(), None).await; assert_eq!(202, code, "{:?}", response); index.wait_task(response.uid()).await; index } static SIMPLE_SEARCH_DOCUMENTS: Lazy = Lazy::new(|| { json!([ { "title": "Shazam!", "desc": "a Captain Marvel ersatz", "id": "1", "_vectors": {"default": [1.0, 3.0]}, }, { "title": "Captain Planet", "desc": "He's not part of the Marvel Cinematic Universe", "id": "2", "_vectors": {"default": [1.0, 2.0]}, }, { "title": "Captain Marvel", "desc": "a Shazam ersatz", "id": "3", "_vectors": {"default": [2.0, 3.0]}, }]) }); static SINGLE_DOCUMENT: Lazy = Lazy::new(|| { json!([{ "title": "Shazam!", "desc": "a Captain Marvel ersatz", "id": "1", "_vectors": {"default": [1.0, 3.0]}, }]) }); #[actix_rt::test] async fn simple_search() { let server = Server::new().await; let index = index_with_documents(&server, &SIMPLE_SEARCH_DOCUMENTS).await; let (response, code) = index .search_post( json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.2}}), ) .await; snapshot!(code, @"200 OK"); snapshot!(response["hits"], @r###"[{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]}},{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]}},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]}}]"###); let (response, code) = index .search_post( json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 0.8}}), ) .await; snapshot!(code, @"200 OK"); snapshot!(response["hits"], @r###"[{"title":"Captain Marvel","desc":"a Shazam ersatz","id":"3","_vectors":{"default":[2.0,3.0]},"_semanticScore":0.99029034},{"title":"Captain Planet","desc":"He's not part of the Marvel Cinematic Universe","id":"2","_vectors":{"default":[1.0,2.0]},"_semanticScore":0.97434163},{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_semanticScore":0.9472136}]"###); } #[actix_rt::test] async fn invalid_semantic_ratio() { let server = Server::new().await; let index = index_with_documents(&server, &SIMPLE_SEARCH_DOCUMENTS).await; let (response, code) = index .search_post( json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": 1.2}}), ) .await; snapshot!(code, @"400 Bad Request"); snapshot!(response, @r###" { "message": "Invalid value at `.hybrid.semanticRatio`: the value of `semanticRatio` is invalid, expected a float between `0.0` and `1.0`.", "code": "invalid_search_semantic_ratio", "type": "invalid_request", "link": "https://docs.meilisearch.com/errors#invalid_search_semantic_ratio" } "###); let (response, code) = index .search_post( json!({"q": "Captain", "vector": [1.0, 1.0], "hybrid": {"semanticRatio": -0.8}}), ) .await; snapshot!(code, @"400 Bad Request"); snapshot!(response, @r###" { "message": "Invalid value at `.hybrid.semanticRatio`: the value of `semanticRatio` is invalid, expected a float between `0.0` and `1.0`.", "code": "invalid_search_semantic_ratio", "type": "invalid_request", "link": "https://docs.meilisearch.com/errors#invalid_search_semantic_ratio" } "###); let (response, code) = index .search_get( &yaup::to_string( &json!({"q": "Captain", "vector": [1.0, 1.0], "hybridSemanticRatio": 1.2}), ) .unwrap(), ) .await; snapshot!(code, @"400 Bad Request"); snapshot!(response, @r###" { "message": "Invalid value in parameter `hybridSemanticRatio`: the value of `semanticRatio` is invalid, expected a float between `0.0` and `1.0`.", "code": "invalid_search_semantic_ratio", "type": "invalid_request", "link": "https://docs.meilisearch.com/errors#invalid_search_semantic_ratio" } "###); let (response, code) = index .search_get( &yaup::to_string( &json!({"q": "Captain", "vector": [1.0, 1.0], "hybridSemanticRatio": -0.2}), ) .unwrap(), ) .await; snapshot!(code, @"400 Bad Request"); snapshot!(response, @r###" { "message": "Invalid value in parameter `hybridSemanticRatio`: the value of `semanticRatio` is invalid, expected a float between `0.0` and `1.0`.", "code": "invalid_search_semantic_ratio", "type": "invalid_request", "link": "https://docs.meilisearch.com/errors#invalid_search_semantic_ratio" } "###); } #[actix_rt::test] async fn single_document() { let server = Server::new().await; let index = index_with_documents(&server, &SINGLE_DOCUMENT).await; let (response, code) = index .search_post( json!({"vector": [1.0, 3.0], "hybrid": {"semanticRatio": 1.0}, "showRankingScore": true}), ) .await; snapshot!(code, @"200 OK"); snapshot!(response["hits"][0], @r###"{"title":"Shazam!","desc":"a Captain Marvel ersatz","id":"1","_vectors":{"default":[1.0,3.0]},"_rankingScore":1.0,"_semanticScore":1.0}"###); }