mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-11-14 17:08:56 +01:00
740 lines
23 KiB
Rust
740 lines
23 KiB
Rust
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}), |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}), |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}),
|
|
|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}),
|
|
|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}),
|
|
|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}),
|
|
|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}),
|
|
|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}),
|
|
|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}),
|
|
|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}), |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}),
|
|
|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;
|
|
}
|