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add range_search test (#85)
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append
- add test `collection_range_search` for range search

Signed-off-by: zoeyyyu <LeoReeYang@outlook.com>
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LeoReeYang committed Jan 17, 2024
1 parent fe6c2d1 commit a1e2b02
Showing 1 changed file with 54 additions and 0 deletions.
54 changes: 54 additions & 0 deletions tests/collection.rs
Original file line number Diff line number Diff line change
Expand Up @@ -189,3 +189,57 @@ async fn collection_search() -> Result<()> {
client.drop_collection(schema.name()).await?;
Ok(())
}

#[tokio::test]
async fn collection_range_search() -> Result<()> {
let (client, schema) = create_test_collection(true).await?;

let embed_data = gen_random_f32_vector(DEFAULT_DIM * 2000);
let embed_column = FieldColumn::new(schema.get_field(DEFAULT_VEC_FIELD).unwrap(), embed_data);

client
.insert(schema.name(), vec![embed_column], None)
.await?;
client.flush(schema.name()).await?;
let index_params = IndexParams::new(
"ivf_flat".to_owned(),
IndexType::IvfFlat,
MetricType::L2,
HashMap::from_iter([("nlist".to_owned(), 32.to_string())]),
);
client
.create_index(schema.name(), DEFAULT_VEC_FIELD, index_params)
.await?;
client.flush(schema.name()).await?;
client
.load_collection(schema.name(), Some(LoadOptions::default()))
.await?;

let radius_limit: f32 = 20.0;
let range_filter_limit: f32 = 10.0;

let mut option = SearchOptions::with_limit(5)
.metric_type(MetricType::L2)
.output_fields(vec!["id".to_owned()]);
option = option.add_param("nprobe", ParamValue!(16));
option = option.radius(radius_limit).range_filter(range_filter_limit);
let query_vec = gen_random_f32_vector(DEFAULT_DIM);

let result = client
.search(
schema.name(),
vec![query_vec.into()],
DEFAULT_VEC_FIELD,
&option,
)
.await?;

for record in &result {
for value in &record.score {
assert!(*value >= range_filter_limit && *value <= radius_limit);
}
}

client.drop_collection(schema.name()).await?;
Ok(())
}

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