mirror of
https://github.com/meilisearch/MeiliSearch
synced 2025-07-04 04:17:10 +02:00
Move crates under a sub folder to clean up the code
This commit is contained in:
Clément Renault
parent
30f3c30389
commit
9c1e54a2c8
1062 changed files with 19 additions and 20 deletions
841
crates/meilisearch/tests/similar/errors.rs
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841
crates/meilisearch/tests/similar/errors.rs
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@ -0,0 +1,841 @@
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use meili_snap::*;
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use super::DOCUMENTS;
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use crate::common::Server;
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use crate::json;
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#[actix_rt::test]
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async fn similar_unexisting_index() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let expected_response = json!({
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"message": "Index `test` not found.",
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"code": "index_not_found",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#index_not_found"
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});
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index
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.similar(json!({"id": 287947, "embedder": "manual"}), |response, code| {
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assert_eq!(code, 404);
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assert_eq!(response, expected_response);
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})
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.await;
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}
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#[actix_rt::test]
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async fn similar_unexisting_parameter() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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index
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.similar(json!({"id": 287947, "marin": "hello"}), |response, code| {
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assert_eq!(code, 400, "{}", response);
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assert_eq!(response["code"], "bad_request");
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})
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.await;
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}
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#[actix_rt::test]
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async fn similar_feature_not_enabled() {
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let server = Server::new().await;
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let index = server.index("test");
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let (response, code) = index.similar_post(json!({"id": 287947, "embedder": "manual"})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Using the similar API requires enabling the `vector store` experimental feature. See https://github.com/meilisearch/product/discussions/677",
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"code": "feature_not_enabled",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#feature_not_enabled"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_bad_id() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let (response, code) = index.similar_post(json!({"id": ["doggo"]})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value at `.id`: the value of `id` is invalid. A document identifier can be of type integer or string, only composed of alphanumeric characters (a-z A-Z 0-9), hyphens (-) and underscores (_), and can not be more than 512 bytes.",
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"code": "invalid_similar_id",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_id"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_bad_ranking_score_threshold() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let (response, code) = index.similar_post(json!({"rankingScoreThreshold": ["doggo"]})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value type at `.rankingScoreThreshold`: expected a number, but found an array: `[\"doggo\"]`",
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"code": "invalid_similar_ranking_score_threshold",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_ranking_score_threshold"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_invalid_ranking_score_threshold() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let (response, code) = index.similar_post(json!({"rankingScoreThreshold": 42})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value at `.rankingScoreThreshold`: the value of `rankingScoreThreshold` is invalid, expected a float between `0.0` and `1.0`.",
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"code": "invalid_similar_ranking_score_threshold",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_ranking_score_threshold"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_invalid_id() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let (response, code) = index.similar_post(json!({"id": "http://invalid-docid/"})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value at `.id`: the value of `id` is invalid. A document identifier can be of type integer or string, only composed of alphanumeric characters (a-z A-Z 0-9), hyphens (-) and underscores (_), and can not be more than 512 bytes.",
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"code": "invalid_similar_id",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_id"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_not_found_id() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let (response, code) =
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index.similar_post(json!({"id": "definitely-doesnt-exist", "embedder": "manual"})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Document `definitely-doesnt-exist` not found.",
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"code": "not_found_similar_id",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#not_found_similar_id"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_bad_offset() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let (response, code) =
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index.similar_post(json!({"id": 287947, "offset": "doggo", "embedder": "manual"})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value type at `.offset`: expected a positive integer, but found a string: `\"doggo\"`",
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"code": "invalid_similar_offset",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_offset"
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}
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"###);
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let (response, code) = index.similar_get("?id=287947&offset=doggo&embedder=manual").await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value in parameter `offset`: could not parse `doggo` as a positive integer",
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"code": "invalid_similar_offset",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_offset"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_bad_limit() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let (response, code) =
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index.similar_post(json!({"id": 287947, "limit": "doggo", "embedder": "manual"})).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value type at `.limit`: expected a positive integer, but found a string: `\"doggo\"`",
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"code": "invalid_similar_limit",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_limit"
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}
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"###);
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let (response, code) = index.similar_get("?id=287946&limit=doggo&embedder=manual").await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid value in parameter `limit`: could not parse `doggo` as a positive integer",
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"code": "invalid_similar_limit",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_limit"
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}
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"###);
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}
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#[actix_rt::test]
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async fn similar_bad_filter() {
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// Since a filter is deserialized as a json Value it will never fail to deserialize.
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// Thus the error message is not generated by deserr but written by us.
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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snapshot!(code, @"202 Accepted");
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let documents = DOCUMENTS.clone();
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let (value, code) = index.add_documents(documents, None).await;
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snapshot!(code, @"202 Accepted");
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index.wait_task(value.uid()).await;
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let (response, code) =
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index.similar_post(json!({ "id": 287947, "filter": true, "embedder": "manual" })).await;
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snapshot!(code, @"400 Bad Request");
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snapshot!(json_string!(response), @r###"
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{
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"message": "Invalid syntax for the filter parameter: `expected String, Array, found: true`.",
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"code": "invalid_similar_filter",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
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}
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"###);
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// Can't make the `filter` fail with a get search since it'll accept anything as a strings.
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}
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#[actix_rt::test]
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async fn filter_invalid_syntax_object() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
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let (response, code) = index
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.update_settings(json!({
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"embedders": {
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"manual": {
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"source": "userProvided",
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"dimensions": 3,
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}
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},
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let documents = DOCUMENTS.clone();
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let (value, code) = index.add_documents(documents, None).await;
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snapshot!(code, @"202 Accepted");
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index.wait_task(value.uid()).await;
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index
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.similar(json!({"id": 287947, "filter": "title & Glass", "embedder": "manual"}), |response, code| {
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snapshot!(response, @r###"
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{
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"message": "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `IN`, `NOT IN`, `TO`, `EXISTS`, `NOT EXISTS`, `IS NULL`, `IS NOT NULL`, `IS EMPTY`, `IS NOT EMPTY`, `CONTAINS`, `NOT CONTAINS`, `STARTS WITH`, `NOT STARTS WITH`, `_geoRadius`, or `_geoBoundingBox` at `title & Glass`.\n1:14 title & Glass",
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"code": "invalid_similar_filter",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
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}
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"###);
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snapshot!(code, @"400 Bad Request");
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})
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.await;
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}
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#[actix_rt::test]
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async fn filter_invalid_syntax_array() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
|
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|
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let (response, code) = index
|
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.update_settings(json!({
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"embedders": {
|
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"manual": {
|
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"source": "userProvided",
|
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"dimensions": 3,
|
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}
|
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},
|
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"filterableAttributes": ["title"]}))
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.await;
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
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let documents = DOCUMENTS.clone();
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let (value, code) = index.add_documents(documents, None).await;
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snapshot!(code, @"202 Accepted");
|
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index.wait_task(value.uid()).await;
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|
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index
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.similar(json!({"id": 287947, "filter": ["title & Glass"], "embedder": "manual"}), |response, code| {
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snapshot!(response, @r###"
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{
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"message": "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `IN`, `NOT IN`, `TO`, `EXISTS`, `NOT EXISTS`, `IS NULL`, `IS NOT NULL`, `IS EMPTY`, `IS NOT EMPTY`, `CONTAINS`, `NOT CONTAINS`, `STARTS WITH`, `NOT STARTS WITH`, `_geoRadius`, or `_geoBoundingBox` at `title & Glass`.\n1:14 title & Glass",
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"code": "invalid_similar_filter",
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"type": "invalid_request",
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"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
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}
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"###);
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snapshot!(code, @"400 Bad Request");
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})
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.await;
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}
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#[actix_rt::test]
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async fn filter_invalid_syntax_string() {
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let server = Server::new().await;
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let index = server.index("test");
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server.set_features(json!({"vectorStore": true})).await;
|
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|
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let (response, code) = index
|
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.update_settings(json!({
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"embedders": {
|
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"manual": {
|
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"source": "userProvided",
|
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"dimensions": 3,
|
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}
|
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},
|
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"filterableAttributes": ["title"]}))
|
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.await;
|
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snapshot!(code, @"202 Accepted");
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server.wait_task(response.uid()).await;
|
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|
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let documents = DOCUMENTS.clone();
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let (value, code) = index.add_documents(documents, None).await;
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snapshot!(code, @"202 Accepted");
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index.wait_task(value.uid()).await;
|
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|
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let expected_response = json!({
|
||||
"message": "Found unexpected characters at the end of the filter: `XOR title = Glass`. You probably forgot an `OR` or an `AND` rule.\n15:32 title = Glass XOR title = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": "title = Glass XOR title = Glass", "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_invalid_attribute_array() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "Attribute `many` is not filterable. Available filterable attributes are: `title`.\n1:5 many = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": ["many = Glass"], "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_invalid_attribute_string() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "Attribute `many` is not filterable. Available filterable attributes are: `title`.\n1:5 many = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": "many = Glass", "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_reserved_geo_attribute_array() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "`_geo` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance)` or `_geoBoundingBox([latitude, longitude], [latitude, longitude])` built-in rules to filter on `_geo` coordinates.\n1:13 _geo = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": ["_geo = Glass"], "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_reserved_geo_attribute_string() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "`_geo` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance)` or `_geoBoundingBox([latitude, longitude], [latitude, longitude])` built-in rules to filter on `_geo` coordinates.\n1:13 _geo = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": "_geo = Glass", "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_reserved_attribute_array() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "`_geoDistance` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance)` or `_geoBoundingBox([latitude, longitude], [latitude, longitude])` built-in rules to filter on `_geo` coordinates.\n1:21 _geoDistance = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": ["_geoDistance = Glass"], "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_reserved_attribute_string() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "`_geoDistance` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance)` or `_geoBoundingBox([latitude, longitude], [latitude, longitude])` built-in rules to filter on `_geo` coordinates.\n1:21 _geoDistance = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": "_geoDistance = Glass", "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_reserved_geo_point_array() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "`_geoPoint` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance)` or `_geoBoundingBox([latitude, longitude], [latitude, longitude])` built-in rules to filter on `_geo` coordinates.\n1:18 _geoPoint = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": ["_geoPoint = Glass"], "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter_reserved_geo_point_string() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
let expected_response = json!({
|
||||
"message": "`_geoPoint` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance)` or `_geoBoundingBox([latitude, longitude], [latitude, longitude])` built-in rules to filter on `_geo` coordinates.\n1:18 _geoPoint = Glass",
|
||||
"code": "invalid_similar_filter",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_filter"
|
||||
});
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 287947, "filter": "_geoPoint = Glass", "embedder": "manual"}),
|
||||
|response, code| {
|
||||
assert_eq!(response, expected_response);
|
||||
assert_eq!(code, 400);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn similar_bad_retrieve_vectors() {
|
||||
let server = Server::new().await;
|
||||
server.set_features(json!({"vectorStore": true})).await;
|
||||
let index = server.index("test");
|
||||
|
||||
let (response, code) =
|
||||
index.similar_post(json!({"retrieveVectors": "doggo", "embedder": "manual"})).await;
|
||||
snapshot!(code, @"400 Bad Request");
|
||||
snapshot!(json_string!(response), @r###"
|
||||
{
|
||||
"message": "Invalid value type at `.retrieveVectors`: expected a boolean, but found a string: `\"doggo\"`",
|
||||
"code": "invalid_similar_retrieve_vectors",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_retrieve_vectors"
|
||||
}
|
||||
"###);
|
||||
|
||||
let (response, code) =
|
||||
index.similar_post(json!({"retrieveVectors": [true], "embedder": "manual"})).await;
|
||||
snapshot!(code, @"400 Bad Request");
|
||||
snapshot!(json_string!(response), @r###"
|
||||
{
|
||||
"message": "Invalid value type at `.retrieveVectors`: expected a boolean, but found an array: `[true]`",
|
||||
"code": "invalid_similar_retrieve_vectors",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_retrieve_vectors"
|
||||
}
|
||||
"###);
|
||||
|
||||
let (response, code) = index.similar_get("?retrieveVectors=").await;
|
||||
snapshot!(code, @"400 Bad Request");
|
||||
snapshot!(json_string!(response), @r###"
|
||||
{
|
||||
"message": "Invalid value in parameter `retrieveVectors`: could not parse `` as a boolean, expected either `true` or `false`",
|
||||
"code": "invalid_similar_retrieve_vectors",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_retrieve_vectors"
|
||||
}
|
||||
"###);
|
||||
|
||||
let (response, code) = index.similar_get("?retrieveVectors=doggo").await;
|
||||
snapshot!(code, @"400 Bad Request");
|
||||
snapshot!(json_string!(response), @r###"
|
||||
{
|
||||
"message": "Invalid value in parameter `retrieveVectors`: could not parse `doggo` as a boolean, expected either `true` or `false`",
|
||||
"code": "invalid_similar_retrieve_vectors",
|
||||
"type": "invalid_request",
|
||||
"link": "https://docs.meilisearch.com/errors#invalid_similar_retrieve_vectors"
|
||||
}
|
||||
"###);
|
||||
}
|
||||
748
crates/meilisearch/tests/similar/mod.rs
Normal file
748
crates/meilisearch/tests/similar/mod.rs
Normal file
|
|
@ -0,0 +1,748 @@
|
|||
mod errors;
|
||||
|
||||
use meili_snap::{json_string, snapshot};
|
||||
use once_cell::sync::Lazy;
|
||||
|
||||
use crate::common::{Server, Value};
|
||||
use crate::json;
|
||||
|
||||
static DOCUMENTS: Lazy<Value> = Lazy::new(|| {
|
||||
json!([
|
||||
{
|
||||
"title": "Shazam!",
|
||||
"release_year": 2019,
|
||||
"id": "287947",
|
||||
// Three semantic properties:
|
||||
// 1. magic, anything that reminds you of magic
|
||||
// 2. authority, anything that inspires command
|
||||
// 3. horror, anything that inspires fear or dread
|
||||
"_vectors": { "manual": [0.8, 0.4, -0.5]},
|
||||
},
|
||||
{
|
||||
"title": "Captain Marvel",
|
||||
"release_year": 2019,
|
||||
"id": "299537",
|
||||
"_vectors": { "manual": [0.6, 0.8, -0.2] },
|
||||
},
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": { "manual": [0.1, 0.6, 0.8] },
|
||||
},
|
||||
{
|
||||
"title": "How to Train Your Dragon: The Hidden World",
|
||||
"release_year": 2019,
|
||||
"id": "166428",
|
||||
"_vectors": { "manual": [0.7, 0.7, -0.4] },
|
||||
},
|
||||
{
|
||||
"title": "All Quiet on the Western Front",
|
||||
"release_year": 1930,
|
||||
"id": "143",
|
||||
"_vectors": { "manual": [-0.5, 0.3, 0.85] },
|
||||
}
|
||||
])
|
||||
});
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn basic() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
let (value, code) = server.set_features(json!({"vectorStore": true})).await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(value, @r###"
|
||||
{
|
||||
"vectorStore": true,
|
||||
"metrics": false,
|
||||
"logsRoute": false,
|
||||
"editDocumentsByFunction": false,
|
||||
"containsFilter": false
|
||||
}
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "Captain Marvel",
|
||||
"release_year": 2019,
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "How to Train Your Dragon: The Hidden World",
|
||||
"release_year": 2019,
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "Shazam!",
|
||||
"release_year": 2019,
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": "299537", "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "How to Train Your Dragon: The Hidden World",
|
||||
"release_year": 2019,
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "Shazam!",
|
||||
"release_year": 2019,
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "All Quiet on the Western Front",
|
||||
"release_year": 1930,
|
||||
"id": "143",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
-0.5,
|
||||
0.30000001192092896,
|
||||
0.8500000238418579
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn ranking_score_threshold() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
let (value, code) = server.set_features(json!({"vectorStore": true})).await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(value, @r###"
|
||||
{
|
||||
"vectorStore": true,
|
||||
"metrics": false,
|
||||
"logsRoute": false,
|
||||
"editDocumentsByFunction": false,
|
||||
"containsFilter": false
|
||||
}
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"4");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
},
|
||||
{
|
||||
"title": "Captain Marvel",
|
||||
"release_year": 2019,
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.39060014486312866
|
||||
},
|
||||
{
|
||||
"title": "How to Train Your Dragon: The Hidden World",
|
||||
"release_year": 2019,
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.2819308042526245
|
||||
},
|
||||
{
|
||||
"title": "Shazam!",
|
||||
"release_year": 2019,
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.1662663221359253
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.2, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"3");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
},
|
||||
{
|
||||
"title": "Captain Marvel",
|
||||
"release_year": 2019,
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.39060014486312866
|
||||
},
|
||||
{
|
||||
"title": "How to Train Your Dragon: The Hidden World",
|
||||
"release_year": 2019,
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.2819308042526245
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.3, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"2");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
},
|
||||
{
|
||||
"title": "Captain Marvel",
|
||||
"release_year": 2019,
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.39060014486312866
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.6, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"1");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
},
|
||||
"_rankingScore": 0.890957772731781
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "showRankingScore": true, "rankingScoreThreshold": 0.9, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @"[]");
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn filter() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
let (value, code) = server.set_features(json!({"vectorStore": true})).await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(value, @r###"
|
||||
{
|
||||
"vectorStore": true,
|
||||
"metrics": false,
|
||||
"logsRoute": false,
|
||||
"editDocumentsByFunction": false,
|
||||
"containsFilter": false
|
||||
}
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title", "release_year"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 522681, "filter": "release_year = 2019", "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Captain Marvel",
|
||||
"release_year": 2019,
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "How to Train Your Dragon: The Hidden World",
|
||||
"release_year": 2019,
|
||||
"id": "166428",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.699999988079071,
|
||||
0.699999988079071,
|
||||
-0.4000000059604645
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"title": "Shazam!",
|
||||
"release_year": 2019,
|
||||
"id": "287947",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.800000011920929,
|
||||
0.4000000059604645,
|
||||
-0.5
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 522681, "filter": "release_year < 2000", "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "All Quiet on the Western Front",
|
||||
"release_year": 1930,
|
||||
"id": "143",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
-0.5,
|
||||
0.30000001192092896,
|
||||
0.8500000238418579
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
|
||||
#[actix_rt::test]
|
||||
async fn limit_and_offset() {
|
||||
let server = Server::new().await;
|
||||
let index = server.index("test");
|
||||
let (value, code) = server.set_features(json!({"vectorStore": true})).await;
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(value, @r###"
|
||||
{
|
||||
"vectorStore": true,
|
||||
"metrics": false,
|
||||
"logsRoute": false,
|
||||
"editDocumentsByFunction": false,
|
||||
"containsFilter": false
|
||||
}
|
||||
"###);
|
||||
|
||||
let (response, code) = index
|
||||
.update_settings(json!({
|
||||
"embedders": {
|
||||
"manual": {
|
||||
"source": "userProvided",
|
||||
"dimensions": 3,
|
||||
}
|
||||
},
|
||||
"filterableAttributes": ["title"]}))
|
||||
.await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
server.wait_task(response.uid()).await;
|
||||
|
||||
let documents = DOCUMENTS.clone();
|
||||
let (value, code) = index.add_documents(documents, None).await;
|
||||
snapshot!(code, @"202 Accepted");
|
||||
index.wait_task(value.uid()).await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "limit": 1, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Escape Room",
|
||||
"release_year": 2019,
|
||||
"id": "522681",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.10000000149011612,
|
||||
0.6000000238418579,
|
||||
0.800000011920929
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
|
||||
index
|
||||
.similar(
|
||||
json!({"id": 143, "limit": 1, "offset": 1, "retrieveVectors": true, "embedder": "manual"}),
|
||||
|response, code| {
|
||||
snapshot!(code, @"200 OK");
|
||||
snapshot!(json_string!(response["hits"]), @r###"
|
||||
[
|
||||
{
|
||||
"title": "Captain Marvel",
|
||||
"release_year": 2019,
|
||||
"id": "299537",
|
||||
"_vectors": {
|
||||
"manual": {
|
||||
"embeddings": [
|
||||
[
|
||||
0.6000000238418579,
|
||||
0.800000011920929,
|
||||
-0.20000000298023224
|
||||
]
|
||||
],
|
||||
"regenerate": false
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
"###);
|
||||
},
|
||||
)
|
||||
.await;
|
||||
}
|
||||
Loading…
Add table
Add a link
Reference in a new issue