mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-12-26 06:30:05 +01:00
1607 lines
47 KiB
Rust
1607 lines
47 KiB
Rust
// This modules contains all the test concerning search. Each particular feature of the search
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// should be tested in its own module to isolate tests and keep the tests readable.
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mod distinct;
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mod errors;
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mod facet_search;
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mod formatted;
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mod geo;
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mod hybrid;
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#[cfg(not(feature = "chinese-pinyin"))]
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mod locales;
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mod matching_strategy;
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mod multi;
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mod pagination;
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mod restrict_searchable;
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mod search_queue;
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use meilisearch::Opt;
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use tempfile::TempDir;
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use crate::common::{
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default_settings, shared_index_with_documents, shared_index_with_nested_documents, Server,
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DOCUMENTS, FRUITS_DOCUMENTS, NESTED_DOCUMENTS, SCORE_DOCUMENTS, VECTOR_DOCUMENTS,
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};
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use crate::json;
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#[actix_rt::test]
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async fn simple_placeholder_search() {
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let index = shared_index_with_documents().await;
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index
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.search(json!({}), |response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 5);
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})
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.await;
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let index = shared_index_with_nested_documents().await;
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index
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.search(json!({}), |response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 4);
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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 simple_search() {
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let index = shared_index_with_documents().await;
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index
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.search(json!({"q": "glass"}), |response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 1);
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})
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.await;
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let index = shared_index_with_nested_documents().await;
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index
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.search(json!({"q": "pésti"}), |response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 2);
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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 phrase_search_with_stop_word() {
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// related to https://github.com/meilisearch/meilisearch/issues/3521
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let server = Server::new().await;
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let index = server.index("test");
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let (_, code) = index.update_settings(json!({"stopWords": ["the", "of"]})).await;
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meili_snap::snapshot!(code, @"202 Accepted");
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let documents = DOCUMENTS.clone();
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index.add_documents(documents, None).await;
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index.wait_task(1).await;
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index
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.search(json!({"q": "how \"to\" train \"the" }), |response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 1);
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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 negative_phrase_search() {
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let index = shared_index_with_documents().await;
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index
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.search(json!({"q": "-\"train your dragon\"" }), |response, code| {
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assert_eq!(code, 200, "{}", response);
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let hits = response["hits"].as_array().unwrap();
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assert_eq!(hits.len(), 4);
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assert_eq!(hits[0]["id"], "287947");
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assert_eq!(hits[1]["id"], "299537");
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assert_eq!(hits[2]["id"], "522681");
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assert_eq!(hits[3]["id"], "450465");
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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 negative_word_search() {
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let index = shared_index_with_documents().await;
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index
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.search(json!({"q": "-escape" }), |response, code| {
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assert_eq!(code, 200, "{}", response);
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let hits = response["hits"].as_array().unwrap();
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assert_eq!(hits.len(), 4);
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assert_eq!(hits[0]["id"], "287947");
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assert_eq!(hits[1]["id"], "299537");
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assert_eq!(hits[2]["id"], "166428");
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assert_eq!(hits[3]["id"], "450465");
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})
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.await;
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// Everything that contains derivates of escape but not escape: nothing
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index
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.search(json!({"q": "-escape escape" }), |response, code| {
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assert_eq!(code, 200, "{}", response);
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let hits = response["hits"].as_array().unwrap();
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assert_eq!(hits.len(), 0);
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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 non_negative_search() {
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let index = shared_index_with_documents().await;
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index
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.search(json!({"q": "- escape" }), |response, code| {
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assert_eq!(code, 200, "{}", response);
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let hits = response["hits"].as_array().unwrap();
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assert_eq!(hits.len(), 1);
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assert_eq!(hits[0]["id"], "522681");
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})
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.await;
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index
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.search(json!({"q": "- \"train your dragon\"" }), |response, code| {
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assert_eq!(code, 200, "{}", response);
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let hits = response["hits"].as_array().unwrap();
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assert_eq!(hits.len(), 1);
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assert_eq!(hits[0]["id"], "166428");
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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 negative_special_cases_search() {
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let server = Server::new().await;
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let index = server.index("test");
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let documents = DOCUMENTS.clone();
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index.add_documents(documents, None).await;
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index.wait_task(0).await;
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index.update_settings(json!({"synonyms": { "escape": ["gläss"] }})).await;
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index.wait_task(1).await;
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// There is a synonym for escape -> glass but we don't want "escape", only the derivates: glass
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index
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.search(json!({"q": "-escape escape" }), |response, code| {
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assert_eq!(code, 200, "{}", response);
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let hits = response["hits"].as_array().unwrap();
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assert_eq!(hits.len(), 1);
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assert_eq!(hits[0]["id"], "450465");
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})
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.await;
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}
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#[cfg(feature = "default")]
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#[cfg(not(feature = "chinese-pinyin"))]
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#[actix_rt::test]
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async fn test_kanji_language_detection() {
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let server = Server::new().await;
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let index = server.index("test");
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let documents = json!([
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{ "id": 0, "title": "The quick (\"brown\") fox can't jump 32.3 feet, right? Brr, it's 29.3°F!" },
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{ "id": 1, "title": "東京のお寿司。" },
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{ "id": 2, "title": "הַשּׁוּעָל הַמָּהִיר (״הַחוּם״) לֹא יָכוֹל לִקְפֹּץ 9.94 מֶטְרִים, נָכוֹן? ברר, 1.5°C- בַּחוּץ!" }
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]);
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index.add_documents(documents, None).await;
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index.wait_task(0).await;
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index
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.search(json!({"q": "東京"}), |response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 1);
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})
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.await;
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}
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#[cfg(feature = "default")]
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#[actix_rt::test]
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async fn test_thai_language() {
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let server = Server::new().await;
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let index = server.index("test");
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// We don't need documents, the issue is on the query side only.
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let documents = json!([
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{ "id": 0, "title": "สบู่สมุนไพรดอกดาวเรือง 100 กรัม จำนวน 6 ก้อน" },
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{ "id": 1, "title": "สบู่สมุนไพรชาเขียว 100 กรัม จำนวน 6 ก้อน" },
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{ "id": 2, "title": "สบู่สมุนไพรฝางแดงผสมว่านหางจรเข้ 100 กรัม จำนวน 6 ก้อน" }
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]);
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index.add_documents(documents, None).await;
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index.wait_task(0).await;
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index.update_settings(json!({"rankingRules": ["exactness"]})).await;
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index.wait_task(1).await;
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index
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.search(json!({"q": "สบู"}), |response, code| {
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assert_eq!(code, 200, "{}", 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 search_multiple_params() {
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let index = shared_index_with_documents().await;
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index
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.search(
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json!({
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"q": "glass",
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"attributesToCrop": ["title:2"],
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"attributesToHighlight": ["title"],
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"limit": 1,
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"offset": 0,
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 1);
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},
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)
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.await;
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let index = shared_index_with_nested_documents().await;
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index
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.search(
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json!({
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"q": "pésti",
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"attributesToCrop": ["catto:2"],
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"attributesToHighlight": ["catto"],
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"limit": 2,
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"offset": 0,
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 2);
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},
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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 search_with_filter_string_notation() {
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let server = Server::new().await;
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let index = server.index("test");
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let (_, code) = index.update_settings(json!({"filterableAttributes": ["title"]})).await;
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meili_snap::snapshot!(code, @"202 Accepted");
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let documents = DOCUMENTS.clone();
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let (_, code) = index.add_documents(documents, None).await;
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meili_snap::snapshot!(code, @"202 Accepted");
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let res = index.wait_task(1).await;
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meili_snap::snapshot!(res["status"], @r###""succeeded""###);
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index
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.search(
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json!({
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"filter": "title = Gläss"
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 1);
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},
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)
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.await;
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let index = server.index("nested");
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let (_, code) =
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index.update_settings(json!({"filterableAttributes": ["cattos", "doggos.age"]})).await;
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meili_snap::snapshot!(code, @"202 Accepted");
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let documents = NESTED_DOCUMENTS.clone();
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let (_, code) = index.add_documents(documents, None).await;
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meili_snap::snapshot!(code, @"202 Accepted");
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let res = index.wait_task(3).await;
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meili_snap::snapshot!(res["status"], @r###""succeeded""###);
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index
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.search(
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json!({
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"filter": "cattos = pésti"
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 1);
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assert_eq!(response["hits"][0]["id"], json!(852));
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},
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)
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.await;
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index
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.search(
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json!({
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"filter": "doggos.age > 5"
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 2);
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assert_eq!(response["hits"][0]["id"], json!(654));
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assert_eq!(response["hits"][1]["id"], json!(951));
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},
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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 search_with_filter_array_notation() {
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let index = shared_index_with_documents().await;
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let (response, code) = index
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.search_post(json!({
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"filter": ["title = Gläss"]
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}))
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.await;
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 1);
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let (response, code) = index
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.search_post(json!({
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"filter": [["title = Gläss", "title = \"Shazam!\"", "title = \"Escape Room\""]]
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}))
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.await;
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 3);
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}
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#[actix_rt::test]
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async fn search_with_contains_filter() {
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let temp = TempDir::new().unwrap();
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let server = Server::new_with_options(Opt {
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experimental_contains_filter: true,
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..default_settings(temp.path())
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})
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.await
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.unwrap();
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let index = server.index("movies");
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index.update_settings(json!({"filterableAttributes": ["title"]})).await;
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let documents = DOCUMENTS.clone();
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let (request, _code) = index.add_documents(documents, None).await;
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index.wait_task(request.uid()).await.succeeded();
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let (response, code) = index
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.search_post(json!({
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"filter": "title CONTAINS cap"
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}))
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.await;
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 2);
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}
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#[actix_rt::test]
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async fn search_with_sort_on_numbers() {
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let index = shared_index_with_documents().await;
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index
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.search(
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json!({
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"sort": ["id:asc"]
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 5);
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},
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)
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.await;
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let index = shared_index_with_nested_documents().await;
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index
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.search(
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json!({
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"sort": ["doggos.age:asc"]
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 4);
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},
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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 search_with_sort_on_strings() {
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let index = shared_index_with_documents().await;
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index
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.search(
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json!({
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"sort": ["title:desc"]
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 5);
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},
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)
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.await;
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let index = shared_index_with_nested_documents().await;
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index
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.search(
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json!({
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"sort": ["doggos.name:asc"]
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 4);
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},
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)
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.await;
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}
|
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|
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#[actix_rt::test]
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async fn search_with_multiple_sort() {
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let index = shared_index_with_documents().await;
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let (response, code) = index
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.search_post(json!({
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"sort": ["id:asc", "title:desc"]
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}))
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.await;
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assert_eq!(code, 200, "{}", response);
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assert_eq!(response["hits"].as_array().unwrap().len(), 5);
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}
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|
|
#[actix_rt::test]
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async fn search_facet_distribution() {
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let index = shared_index_with_documents().await;
|
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index
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.search(
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json!({
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"facets": ["title"]
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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let dist = response["facetDistribution"].as_object().unwrap();
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assert_eq!(dist.len(), 1);
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assert!(dist.get("title").is_some());
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},
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)
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.await;
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let index = shared_index_with_nested_documents().await;
|
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|
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// TODO: TAMO: fix the test
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index
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.search(
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json!({
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// "facets": ["father", "doggos.name"]
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"facets": ["father"]
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}),
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|response, code| {
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assert_eq!(code, 200, "{}", response);
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let dist = response["facetDistribution"].as_object().unwrap();
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assert_eq!(dist.len(), 1);
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assert_eq!(
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dist["father"],
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json!({ "jean": 1, "pierre": 1, "romain": 1, "jean-baptiste": 1})
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);
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/*
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assert_eq!(
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dist["doggos.name"],
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json!({ "bobby": 1, "buddy": 1, "gros bill": 1, "turbo": 1, "fast": 1})
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);
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*/
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},
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)
|
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.await;
|
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|
|
index
|
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.search(
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json!({
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"facets": ["doggos.name"]
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}),
|
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|response, code| {
|
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assert_eq!(code, 200, "{}", response);
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let dist = response["facetDistribution"].as_object().unwrap();
|
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assert_eq!(dist.len(), 1);
|
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assert_eq!(
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dist["doggos.name"],
|
|
json!({ "bobby": 1, "buddy": 1, "gros bill": 1, "turbo": 1, "fast": 1})
|
|
);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"facets": ["doggos"]
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
let dist = response["facetDistribution"].as_object().unwrap();
|
|
assert_eq!(dist.len(), 3);
|
|
assert_eq!(
|
|
dist["doggos.name"],
|
|
json!({ "bobby": 1, "buddy": 1, "gros bill": 1, "turbo": 1, "fast": 1})
|
|
);
|
|
assert_eq!(dist["doggos.age"], json!({ "2": 1, "4": 1, "5": 1, "6": 1, "8": 1}));
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"facets": ["doggos.name"]
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
let dist = response["facetDistribution"].as_object().unwrap();
|
|
assert_eq!(dist.len(), 1);
|
|
assert_eq!(
|
|
dist["doggos.name"],
|
|
json!({ "bobby": 1, "buddy": 1, "gros bill": 1, "turbo": 1, "fast": 1})
|
|
);
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn displayed_attributes() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
index.update_settings(json!({ "displayedAttributes": ["title"] })).await;
|
|
|
|
let documents = DOCUMENTS.clone();
|
|
index.add_documents(documents, None).await;
|
|
index.wait_task(1).await;
|
|
|
|
let (response, code) =
|
|
index.search_post(json!({ "attributesToRetrieve": ["title", "id"] })).await;
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert!(response["hits"][0].get("title").is_some());
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn placeholder_search_is_hard_limited() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
let documents: Vec<_> = (0..1200).map(|i| json!({ "id": i, "text": "I am unique!" })).collect();
|
|
index.add_documents(documents.into(), None).await;
|
|
index.wait_task(0).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"limit": 1500,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 1000);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"offset": 800,
|
|
"limit": 400,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 200);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index.update_settings(json!({ "pagination": { "maxTotalHits": 10_000 } })).await;
|
|
index.wait_task(1).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"limit": 1500,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 1200);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"offset": 1000,
|
|
"limit": 400,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 200);
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn search_is_hard_limited() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
let documents: Vec<_> = (0..1200).map(|i| json!({ "id": i, "text": "I am unique!" })).collect();
|
|
index.add_documents(documents.into(), None).await;
|
|
index.wait_task(0).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": "unique",
|
|
"limit": 1500,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 1000);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": "unique",
|
|
"offset": 800,
|
|
"limit": 400,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 200);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index.update_settings(json!({ "pagination": { "maxTotalHits": 10_000 } })).await;
|
|
index.wait_task(1).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": "unique",
|
|
"limit": 1500,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 1200);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": "unique",
|
|
"offset": 1000,
|
|
"limit": 400,
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
assert_eq!(response["hits"].as_array().unwrap().len(), 200);
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn faceting_max_values_per_facet() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
index.update_settings(json!({ "filterableAttributes": ["number"] })).await;
|
|
|
|
let documents: Vec<_> = (0..10_000).map(|id| json!({ "id": id, "number": id * 10 })).collect();
|
|
index.add_documents(json!(documents), None).await;
|
|
index.wait_task(1).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"facets": ["number"]
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
let numbers = response["facetDistribution"]["number"].as_object().unwrap();
|
|
assert_eq!(numbers.len(), 100);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index.update_settings(json!({ "faceting": { "maxValuesPerFacet": 10_000 } })).await;
|
|
index.wait_task(2).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"facets": ["number"]
|
|
}),
|
|
|response, code| {
|
|
assert_eq!(code, 200, "{}", response);
|
|
let numbers = &response["facetDistribution"]["number"].as_object().unwrap();
|
|
assert_eq!(numbers.len(), 10_000);
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn test_score_details() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
let documents = DOCUMENTS.clone();
|
|
|
|
let res = index.add_documents(json!(documents), None).await;
|
|
index.wait_task(res.0.uid()).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": "train dragon",
|
|
"showRankingScoreDetails": true,
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "How to Train Your Dragon: The Hidden World",
|
|
"id": "166428",
|
|
"color": [
|
|
"green",
|
|
"red"
|
|
],
|
|
"_vectors": {
|
|
"manual": [
|
|
-100,
|
|
231,
|
|
32
|
|
]
|
|
},
|
|
"_rankingScoreDetails": {
|
|
"words": {
|
|
"order": 0,
|
|
"matchingWords": 2,
|
|
"maxMatchingWords": 2,
|
|
"score": 1.0
|
|
},
|
|
"typo": {
|
|
"order": 1,
|
|
"typoCount": 0,
|
|
"maxTypoCount": 2,
|
|
"score": 1.0
|
|
},
|
|
"proximity": {
|
|
"order": 2,
|
|
"score": 0.75
|
|
},
|
|
"attribute": {
|
|
"order": 3,
|
|
"attributeRankingOrderScore": 1.0,
|
|
"queryWordDistanceScore": 0.8095238095238095,
|
|
"score": 0.8095238095238095
|
|
},
|
|
"exactness": {
|
|
"order": 4,
|
|
"matchType": "noExactMatch",
|
|
"matchingWords": 2,
|
|
"maxMatchingWords": 2,
|
|
"score": 0.3333333333333333
|
|
}
|
|
}
|
|
}
|
|
]
|
|
"###);
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn test_score() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
let documents = SCORE_DOCUMENTS.clone();
|
|
|
|
let res = index.add_documents(json!(documents), None).await;
|
|
index.wait_task(res.0.uid()).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": "Badman the dark knight returns 1",
|
|
"showRankingScore": true,
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "Batman the dark knight returns: Part 1",
|
|
"id": "A",
|
|
"_rankingScore": 0.9746605609456898
|
|
},
|
|
{
|
|
"title": "Batman the dark knight returns: Part 2",
|
|
"id": "B",
|
|
"_rankingScore": 0.8055252965383685
|
|
},
|
|
{
|
|
"title": "Badman",
|
|
"id": "E",
|
|
"_rankingScore": 0.16666666666666666
|
|
},
|
|
{
|
|
"title": "Batman Returns",
|
|
"id": "C",
|
|
"_rankingScore": 0.07702020202020202
|
|
},
|
|
{
|
|
"title": "Batman",
|
|
"id": "D",
|
|
"_rankingScore": 0.07702020202020202
|
|
}
|
|
]
|
|
"###);
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn test_score_threshold() {
|
|
let query = "Badman dark returns 1";
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
let documents = SCORE_DOCUMENTS.clone();
|
|
|
|
let res = index.add_documents(json!(documents), None).await;
|
|
index.wait_task(res.0.uid()).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": query,
|
|
"showRankingScore": true,
|
|
"rankingScoreThreshold": 0.0
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @"5");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "Batman the dark knight returns: Part 1",
|
|
"id": "A",
|
|
"_rankingScore": 0.93430081300813
|
|
},
|
|
{
|
|
"title": "Batman the dark knight returns: Part 2",
|
|
"id": "B",
|
|
"_rankingScore": 0.6685627880184332
|
|
},
|
|
{
|
|
"title": "Badman",
|
|
"id": "E",
|
|
"_rankingScore": 0.25
|
|
},
|
|
{
|
|
"title": "Batman Returns",
|
|
"id": "C",
|
|
"_rankingScore": 0.11553030303030302
|
|
},
|
|
{
|
|
"title": "Batman",
|
|
"id": "D",
|
|
"_rankingScore": 0.11553030303030302
|
|
}
|
|
]
|
|
"###);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": query,
|
|
"showRankingScore": true,
|
|
"rankingScoreThreshold": 0.2
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @r###"3"###);
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "Batman the dark knight returns: Part 1",
|
|
"id": "A",
|
|
"_rankingScore": 0.93430081300813
|
|
},
|
|
{
|
|
"title": "Batman the dark knight returns: Part 2",
|
|
"id": "B",
|
|
"_rankingScore": 0.6685627880184332
|
|
},
|
|
{
|
|
"title": "Badman",
|
|
"id": "E",
|
|
"_rankingScore": 0.25
|
|
}
|
|
]
|
|
"###);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": query,
|
|
"showRankingScore": true,
|
|
"rankingScoreThreshold": 0.5
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @r###"2"###);
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "Batman the dark knight returns: Part 1",
|
|
"id": "A",
|
|
"_rankingScore": 0.93430081300813
|
|
},
|
|
{
|
|
"title": "Batman the dark knight returns: Part 2",
|
|
"id": "B",
|
|
"_rankingScore": 0.6685627880184332
|
|
}
|
|
]
|
|
"###);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": query,
|
|
"showRankingScore": true,
|
|
"rankingScoreThreshold": 0.8
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @r###"1"###);
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "Batman the dark knight returns: Part 1",
|
|
"id": "A",
|
|
"_rankingScore": 0.93430081300813
|
|
}
|
|
]
|
|
"###);
|
|
},
|
|
)
|
|
.await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": query,
|
|
"showRankingScore": true,
|
|
"rankingScoreThreshold": 1.0
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["estimatedTotalHits"]), @r###"0"###);
|
|
// nobody is perfect
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @"[]");
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn test_degraded_score_details() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
let documents = NESTED_DOCUMENTS.clone();
|
|
|
|
index.add_documents(json!(documents), None).await;
|
|
// We can't really use anything else than 0ms here; otherwise, the test will get flaky.
|
|
let (res, _code) = index.update_settings(json!({ "searchCutoffMs": 0 })).await;
|
|
index.wait_task(res.uid()).await;
|
|
|
|
index
|
|
.search(
|
|
json!({
|
|
"q": "b",
|
|
"attributesToRetrieve": ["doggos.name", "cattos"],
|
|
"showRankingScoreDetails": true,
|
|
}),
|
|
|response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response, { ".processingTimeMs" => "[duration]" }), @r###"
|
|
{
|
|
"hits": [
|
|
{
|
|
"doggos": [
|
|
{
|
|
"name": "bobby"
|
|
},
|
|
{
|
|
"name": "buddy"
|
|
}
|
|
],
|
|
"cattos": "pésti",
|
|
"_rankingScoreDetails": {
|
|
"skipped": {
|
|
"order": 0
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"doggos": [
|
|
{
|
|
"name": "gros bill"
|
|
}
|
|
],
|
|
"cattos": [
|
|
"simba",
|
|
"pestiféré"
|
|
],
|
|
"_rankingScoreDetails": {
|
|
"skipped": {
|
|
"order": 0
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"doggos": [
|
|
{
|
|
"name": "turbo"
|
|
},
|
|
{
|
|
"name": "fast"
|
|
}
|
|
],
|
|
"cattos": [
|
|
"moumoute",
|
|
"gomez"
|
|
],
|
|
"_rankingScoreDetails": {
|
|
"skipped": {
|
|
"order": 0
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"query": "b",
|
|
"processingTimeMs": "[duration]",
|
|
"limit": 20,
|
|
"offset": 0,
|
|
"estimatedTotalHits": 3
|
|
}
|
|
"###);
|
|
},
|
|
)
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn experimental_feature_vector_store() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
let documents = DOCUMENTS.clone();
|
|
|
|
index.add_documents(json!(documents), None).await;
|
|
index.wait_task(0).await;
|
|
|
|
let (response, code) = index
|
|
.search_post(json!({
|
|
"vector": [1.0, 2.0, 3.0],
|
|
"hybrid": {
|
|
"embedder": "manual",
|
|
},
|
|
"showRankingScore": true
|
|
}))
|
|
.await;
|
|
|
|
{
|
|
meili_snap::snapshot!(code, @"400 Bad Request");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
|
|
{
|
|
"message": "Passing `vector` as a parameter requires enabling the `vector store` experimental feature. See https://github.com/meilisearch/product/discussions/677",
|
|
"code": "feature_not_enabled",
|
|
"type": "invalid_request",
|
|
"link": "https://docs.meilisearch.com/errors#feature_not_enabled"
|
|
}
|
|
"###);
|
|
}
|
|
|
|
index
|
|
.search(json!({
|
|
"retrieveVectors": true,
|
|
"showRankingScore": true
|
|
}), |response, code|{
|
|
meili_snap::snapshot!(code, @"400 Bad Request");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response), @r###"
|
|
{
|
|
"message": "Passing `retrieveVectors` as a parameter requires enabling the `vector store` experimental feature. See https://github.com/meilisearch/product/discussions/677",
|
|
"code": "feature_not_enabled",
|
|
"type": "invalid_request",
|
|
"link": "https://docs.meilisearch.com/errors#feature_not_enabled"
|
|
}
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
let (response, code) = server.set_features(json!({"vectorStore": true})).await;
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(response["vectorStore"], @"true");
|
|
|
|
let (response, code) = index
|
|
.update_settings(json!({"embedders": {
|
|
"manual": {
|
|
"source": "userProvided",
|
|
"dimensions": 3,
|
|
}
|
|
}}))
|
|
.await;
|
|
|
|
meili_snap::snapshot!(response, @r###"
|
|
{
|
|
"taskUid": 1,
|
|
"indexUid": "test",
|
|
"status": "enqueued",
|
|
"type": "settingsUpdate",
|
|
"enqueuedAt": "[date]"
|
|
}
|
|
"###);
|
|
meili_snap::snapshot!(code, @"202 Accepted");
|
|
let response = index.wait_task(response.uid()).await;
|
|
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["status"]), @"\"succeeded\"");
|
|
|
|
let (response, code) = index
|
|
.search_post(json!({
|
|
"vector": [1.0, 2.0, 3.0],
|
|
"hybrid": {
|
|
"embedder": "manual",
|
|
},
|
|
"showRankingScore": true,
|
|
"retrieveVectors": true,
|
|
}))
|
|
.await;
|
|
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
// vector search returns all documents that don't have vectors in the last bucket, like all sorts
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "Shazam!",
|
|
"id": "287947",
|
|
"color": [
|
|
"green",
|
|
"blue"
|
|
],
|
|
"_vectors": {
|
|
"manual": {
|
|
"embeddings": [
|
|
[
|
|
1.0,
|
|
2.0,
|
|
3.0
|
|
]
|
|
],
|
|
"regenerate": false
|
|
}
|
|
},
|
|
"_rankingScore": 1.0
|
|
},
|
|
{
|
|
"title": "Captain Marvel",
|
|
"id": "299537",
|
|
"color": [
|
|
"yellow",
|
|
"blue"
|
|
],
|
|
"_vectors": {
|
|
"manual": {
|
|
"embeddings": [
|
|
[
|
|
1.0,
|
|
2.0,
|
|
54.0
|
|
]
|
|
],
|
|
"regenerate": false
|
|
}
|
|
},
|
|
"_rankingScore": 0.9129111766815186
|
|
},
|
|
{
|
|
"title": "Gläss",
|
|
"id": "450465",
|
|
"color": [
|
|
"blue",
|
|
"red"
|
|
],
|
|
"_vectors": {
|
|
"manual": {
|
|
"embeddings": [
|
|
[
|
|
-100.0,
|
|
340.0,
|
|
90.0
|
|
]
|
|
],
|
|
"regenerate": false
|
|
}
|
|
},
|
|
"_rankingScore": 0.8106412887573242
|
|
},
|
|
{
|
|
"title": "How to Train Your Dragon: The Hidden World",
|
|
"id": "166428",
|
|
"color": [
|
|
"green",
|
|
"red"
|
|
],
|
|
"_vectors": {
|
|
"manual": {
|
|
"embeddings": [
|
|
[
|
|
-100.0,
|
|
231.0,
|
|
32.0
|
|
]
|
|
],
|
|
"regenerate": false
|
|
}
|
|
},
|
|
"_rankingScore": 0.7412010431289673
|
|
},
|
|
{
|
|
"title": "Escape Room",
|
|
"id": "522681",
|
|
"color": [
|
|
"yellow",
|
|
"red"
|
|
],
|
|
"_vectors": {
|
|
"manual": {
|
|
"embeddings": [
|
|
[
|
|
10.0,
|
|
-23.0,
|
|
32.0
|
|
]
|
|
],
|
|
"regenerate": false
|
|
}
|
|
},
|
|
"_rankingScore": 0.6972063183784485
|
|
}
|
|
]
|
|
"###);
|
|
}
|
|
|
|
#[cfg(feature = "default")]
|
|
#[actix_rt::test]
|
|
async fn camelcased_words() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
// related to https://github.com/meilisearch/meilisearch/issues/3818
|
|
let documents = json!([
|
|
{ "id": 0, "title": "DeLonghi" },
|
|
{ "id": 1, "title": "delonghi" },
|
|
{ "id": 2, "title": "TestAB" },
|
|
{ "id": 3, "title": "TestAb" },
|
|
{ "id": 4, "title": "testab" },
|
|
]);
|
|
index.add_documents(documents, None).await;
|
|
index.wait_task(0).await;
|
|
|
|
index
|
|
.search(json!({"q": "deLonghi"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 0,
|
|
"title": "DeLonghi"
|
|
},
|
|
{
|
|
"id": 1,
|
|
"title": "delonghi"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "dellonghi"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 0,
|
|
"title": "DeLonghi"
|
|
},
|
|
{
|
|
"id": 1,
|
|
"title": "delonghi"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "testa"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 2,
|
|
"title": "TestAB"
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "TestAb"
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "testab"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "testab"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 2,
|
|
"title": "TestAB"
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "TestAb"
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "testab"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "TestaB"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 2,
|
|
"title": "TestAB"
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "TestAb"
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "testab"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "Testab"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 2,
|
|
"title": "TestAB"
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "TestAb"
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "testab"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "TestAb"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 2,
|
|
"title": "TestAB"
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "TestAb"
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "testab"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
// with Typos
|
|
index
|
|
.search(json!({"q": "dellonghi"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 0,
|
|
"title": "DeLonghi"
|
|
},
|
|
{
|
|
"id": 1,
|
|
"title": "delonghi"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "TetsAB"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 2,
|
|
"title": "TestAB"
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "TestAb"
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "testab"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "TetsAB"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"id": 2,
|
|
"title": "TestAB"
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "TestAb"
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "testab"
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
}
|
|
|
|
#[actix_rt::test]
|
|
async fn simple_search_with_strange_synonyms() {
|
|
let server = Server::new().await;
|
|
let index = server.index("test");
|
|
|
|
index.update_settings(json!({ "synonyms": {"&": ["to"], "to": ["&"]} })).await;
|
|
let r = index.wait_task(0).await;
|
|
meili_snap::snapshot!(r["status"], @r###""succeeded""###);
|
|
|
|
let documents = DOCUMENTS.clone();
|
|
index.add_documents(documents, None).await;
|
|
index.wait_task(1).await;
|
|
|
|
index
|
|
.search(json!({"q": "How to train"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "How to Train Your Dragon: The Hidden World",
|
|
"id": "166428",
|
|
"color": [
|
|
"green",
|
|
"red"
|
|
],
|
|
"_vectors": {
|
|
"manual": [
|
|
-100,
|
|
231,
|
|
32
|
|
]
|
|
}
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "How & train"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "How to Train Your Dragon: The Hidden World",
|
|
"id": "166428",
|
|
"color": [
|
|
"green",
|
|
"red"
|
|
],
|
|
"_vectors": {
|
|
"manual": [
|
|
-100,
|
|
231,
|
|
32
|
|
]
|
|
}
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
|
|
index
|
|
.search(json!({"q": "to"}), |response, code| {
|
|
meili_snap::snapshot!(code, @"200 OK");
|
|
meili_snap::snapshot!(meili_snap::json_string!(response["hits"]), @r###"
|
|
[
|
|
{
|
|
"title": "How to Train Your Dragon: The Hidden World",
|
|
"id": "166428",
|
|
"color": [
|
|
"green",
|
|
"red"
|
|
],
|
|
"_vectors": {
|
|
"manual": [
|
|
-100,
|
|
231,
|
|
32
|
|
]
|
|
}
|
|
}
|
|
]
|
|
"###);
|
|
})
|
|
.await;
|
|
}
|