Add bulk remove embeddings api

This commit is contained in:
laurenspriem
2025-05-08 10:29:25 +05:30
parent e9c2e40a43
commit 715c7c23a7
4 changed files with 132 additions and 22 deletions

View File

@@ -17,6 +17,8 @@ abstract class VectorDb implements RustOpaqueInterface {
Future<void> bulkAddVectors(
{required Uint64List keys, required List<Float32List> vectors});
Future<BigInt> bulkRemoveVectors({required Uint64List keys});
Future<(List<Uint64List>, List<Float32List>)> bulkSearchVectors(
{required List<Float32List> queries, required BigInt count});

View File

@@ -72,7 +72,7 @@ class RustLib extends BaseEntrypoint<RustLibApi, RustLibApiImpl, RustLibWire> {
String get codegenVersion => '2.9.0';
@override
int get rustContentHash => -674813457;
int get rustContentHash => -1131116360;
static const kDefaultExternalLibraryLoaderConfig =
ExternalLibraryLoaderConfig(
@@ -93,6 +93,9 @@ abstract class RustLibApi extends BaseApi {
required Uint64List keys,
required List<Float32List> vectors});
Future<BigInt> crateApiUsearchApiVectorDbBulkRemoveVectors(
{required VectorDb that, required Uint64List keys});
Future<(List<Uint64List>, List<Float32List>)>
crateApiUsearchApiVectorDbBulkSearchVectors(
{required VectorDb that,
@@ -203,6 +206,34 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
argNames: ["that", "keys", "vectors"],
);
@override
Future<BigInt> crateApiUsearchApiVectorDbBulkRemoveVectors(
{required VectorDb that, required Uint64List keys}) {
return handler.executeNormal(NormalTask(
callFfi: (port_) {
final serializer = SseSerializer(generalizedFrbRustBinding);
sse_encode_Auto_Ref_RustOpaque_flutter_rust_bridgefor_generatedRustAutoOpaqueInnerVectorDB(
that, serializer);
sse_encode_list_prim_u_64_strict(keys, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 3, port: port_);
},
codec: SseCodec(
decodeSuccessData: sse_decode_usize,
decodeErrorData: null,
),
constMeta: kCrateApiUsearchApiVectorDbBulkRemoveVectorsConstMeta,
argValues: [that, keys],
apiImpl: this,
));
}
TaskConstMeta get kCrateApiUsearchApiVectorDbBulkRemoveVectorsConstMeta =>
const TaskConstMeta(
debugName: "VectorDb_bulk_remove_vectors",
argNames: ["that", "keys"],
);
@override
Future<(List<Uint64List>, List<Float32List>)>
crateApiUsearchApiVectorDbBulkSearchVectors(
@@ -217,7 +248,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
sse_encode_list_list_prim_f_32_strict(queries, serializer);
sse_encode_usize(count, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 3, port: port_);
funcId: 4, port: port_);
},
codec: SseCodec(
decodeSuccessData:
@@ -244,7 +275,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
sse_encode_Auto_Owned_RustOpaque_flutter_rust_bridgefor_generatedRustAutoOpaqueInnerVectorDB(
that, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 4, port: port_);
funcId: 5, port: port_);
},
codec: SseCodec(
decodeSuccessData: sse_decode_unit,
@@ -271,7 +302,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
sse_encode_Auto_Ref_RustOpaque_flutter_rust_bridgefor_generatedRustAutoOpaqueInnerVectorDB(
that, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 5, port: port_);
funcId: 6, port: port_);
},
codec: SseCodec(
decodeSuccessData: sse_decode_record_usize_usize_usize_usize_usize,
@@ -299,7 +330,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
that, serializer);
sse_encode_u_64(key, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 6, port: port_);
funcId: 7, port: port_);
},
codec: SseCodec(
decodeSuccessData: sse_decode_list_prim_f_32_strict,
@@ -325,7 +356,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
final serializer = SseSerializer(generalizedFrbRustBinding);
sse_encode_String(filePath, serializer);
sse_encode_usize(dimensions, serializer);
return pdeCallFfi(generalizedFrbRustBinding, serializer, funcId: 7)!;
return pdeCallFfi(generalizedFrbRustBinding, serializer, funcId: 8)!;
},
codec: SseCodec(
decodeSuccessData:
@@ -354,7 +385,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
that, serializer);
sse_encode_u_64(key, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 8, port: port_);
funcId: 9, port: port_);
},
codec: SseCodec(
decodeSuccessData: sse_decode_usize,
@@ -380,7 +411,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
sse_encode_Auto_Ref_RustOpaque_flutter_rust_bridgefor_generatedRustAutoOpaqueInnerVectorDB(
that, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 9, port: port_);
funcId: 10, port: port_);
},
codec: SseCodec(
decodeSuccessData: sse_decode_unit,
@@ -411,7 +442,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
sse_encode_list_prim_f_32_loose(query, serializer);
sse_encode_usize(count, serializer);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 10, port: port_);
funcId: 11, port: port_);
},
codec: SseCodec(
decodeSuccessData:
@@ -436,7 +467,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
callFfi: () {
final serializer = SseSerializer(generalizedFrbRustBinding);
sse_encode_String(name, serializer);
return pdeCallFfi(generalizedFrbRustBinding, serializer, funcId: 11)!;
return pdeCallFfi(generalizedFrbRustBinding, serializer, funcId: 12)!;
},
codec: SseCodec(
decodeSuccessData: sse_decode_String,
@@ -459,7 +490,7 @@ class RustLibApiImpl extends RustLibApiImplPlatform implements RustLibApi {
callFfi: (port_) {
final serializer = SseSerializer(generalizedFrbRustBinding);
pdeCallFfi(generalizedFrbRustBinding, serializer,
funcId: 12, port: port_);
funcId: 13, port: port_);
},
codec: SseCodec(
decodeSuccessData: sse_decode_unit,
@@ -977,6 +1008,10 @@ class VectorDbImpl extends RustOpaque implements VectorDb {
RustLib.instance.api.crateApiUsearchApiVectorDbBulkAddVectors(
that: this, keys: keys, vectors: vectors);
Future<BigInt> bulkRemoveVectors({required Uint64List keys}) =>
RustLib.instance.api
.crateApiUsearchApiVectorDbBulkRemoveVectors(that: this, keys: keys);
Future<(List<Uint64List>, List<Float32List>)> bulkSearchVectors(
{required List<Float32List> queries, required BigInt count}) =>
RustLib.instance.api.crateApiUsearchApiVectorDbBulkSearchVectors(

View File

@@ -114,6 +114,18 @@ impl VectorDB {
removed_count
}
pub fn bulk_remove_vectors(&self, keys: Vec<u64>) -> usize {
let mut removed_count = 0;
for key in keys {
removed_count += self
.index
.remove(key)
.expect("Failed to (bulk) remove vector");
}
self.save_index();
removed_count
}
pub fn reset_index(&self) {
self.index.reset().expect("Failed to reset index");
self.save_index();

View File

@@ -38,7 +38,7 @@ flutter_rust_bridge::frb_generated_boilerplate!(
default_rust_auto_opaque = RustAutoOpaqueMoi,
);
pub(crate) const FLUTTER_RUST_BRIDGE_CODEGEN_VERSION: &str = "2.9.0";
pub(crate) const FLUTTER_RUST_BRIDGE_CODEGEN_CONTENT_HASH: i32 = -674813457;
pub(crate) const FLUTTER_RUST_BRIDGE_CODEGEN_CONTENT_HASH: i32 = -1131116360;
// Section: executor
@@ -160,6 +160,61 @@ fn wire__crate__api__usearch_api__VectorDb_bulk_add_vectors_impl(
},
)
}
fn wire__crate__api__usearch_api__VectorDb_bulk_remove_vectors_impl(
port_: flutter_rust_bridge::for_generated::MessagePort,
ptr_: flutter_rust_bridge::for_generated::PlatformGeneralizedUint8ListPtr,
rust_vec_len_: i32,
data_len_: i32,
) {
FLUTTER_RUST_BRIDGE_HANDLER.wrap_normal::<flutter_rust_bridge::for_generated::SseCodec, _, _>(
flutter_rust_bridge::for_generated::TaskInfo {
debug_name: "VectorDb_bulk_remove_vectors",
port: Some(port_),
mode: flutter_rust_bridge::for_generated::FfiCallMode::Normal,
},
move || {
let message = unsafe {
flutter_rust_bridge::for_generated::Dart2RustMessageSse::from_wire(
ptr_,
rust_vec_len_,
data_len_,
)
};
let mut deserializer =
flutter_rust_bridge::for_generated::SseDeserializer::new(message);
let api_that = <RustOpaqueMoi<
flutter_rust_bridge::for_generated::RustAutoOpaqueInner<VectorDB>,
>>::sse_decode(&mut deserializer);
let api_keys = <Vec<u64>>::sse_decode(&mut deserializer);
deserializer.end();
move |context| {
transform_result_sse::<_, ()>((move || {
let mut api_that_guard = None;
let decode_indices_ =
flutter_rust_bridge::for_generated::lockable_compute_decode_order(vec![
flutter_rust_bridge::for_generated::LockableOrderInfo::new(
&api_that, 0, false,
),
]);
for i in decode_indices_ {
match i {
0 => api_that_guard = Some(api_that.lockable_decode_sync_ref()),
_ => unreachable!(),
}
}
let api_that_guard = api_that_guard.unwrap();
let output_ok = Result::<_, ()>::Ok(
crate::api::usearch_api::VectorDB::bulk_remove_vectors(
&*api_that_guard,
api_keys,
),
)?;
Ok(output_ok)
})())
}
},
)
}
fn wire__crate__api__usearch_api__VectorDb_bulk_search_vectors_impl(
port_: flutter_rust_bridge::for_generated::MessagePort,
ptr_: flutter_rust_bridge::for_generated::PlatformGeneralizedUint8ListPtr,
@@ -807,49 +862,55 @@ fn pde_ffi_dispatcher_primary_impl(
rust_vec_len,
data_len,
),
3 => wire__crate__api__usearch_api__VectorDb_bulk_search_vectors_impl(
3 => wire__crate__api__usearch_api__VectorDb_bulk_remove_vectors_impl(
port,
ptr,
rust_vec_len,
data_len,
),
4 => wire__crate__api__usearch_api__VectorDb_delete_index_impl(
4 => wire__crate__api__usearch_api__VectorDb_bulk_search_vectors_impl(
port,
ptr,
rust_vec_len,
data_len,
),
5 => wire__crate__api__usearch_api__VectorDb_get_index_stats_impl(
5 => wire__crate__api__usearch_api__VectorDb_delete_index_impl(
port,
ptr,
rust_vec_len,
data_len,
),
6 => wire__crate__api__usearch_api__VectorDb_get_vector_impl(
6 => wire__crate__api__usearch_api__VectorDb_get_index_stats_impl(
port,
ptr,
rust_vec_len,
data_len,
),
8 => wire__crate__api__usearch_api__VectorDb_remove_vector_impl(
7 => wire__crate__api__usearch_api__VectorDb_get_vector_impl(
port,
ptr,
rust_vec_len,
data_len,
),
9 => wire__crate__api__usearch_api__VectorDb_reset_index_impl(
9 => wire__crate__api__usearch_api__VectorDb_remove_vector_impl(
port,
ptr,
rust_vec_len,
data_len,
),
10 => wire__crate__api__usearch_api__VectorDb_search_vectors_impl(
10 => wire__crate__api__usearch_api__VectorDb_reset_index_impl(
port,
ptr,
rust_vec_len,
data_len,
),
12 => wire__crate__api__simple__init_app_impl(port, ptr, rust_vec_len, data_len),
11 => wire__crate__api__usearch_api__VectorDb_search_vectors_impl(
port,
ptr,
rust_vec_len,
data_len,
),
13 => wire__crate__api__simple__init_app_impl(port, ptr, rust_vec_len, data_len),
_ => unreachable!(),
}
}
@@ -862,8 +923,8 @@ fn pde_ffi_dispatcher_sync_impl(
) -> flutter_rust_bridge::for_generated::WireSyncRust2DartSse {
// Codec=Pde (Serialization + dispatch), see doc to use other codecs
match func_id {
7 => wire__crate__api__usearch_api__VectorDb_new_impl(ptr, rust_vec_len, data_len),
11 => wire__crate__api__simple__greet_impl(ptr, rust_vec_len, data_len),
8 => wire__crate__api__usearch_api__VectorDb_new_impl(ptr, rust_vec_len, data_len),
12 => wire__crate__api__simple__greet_impl(ptr, rust_vec_len, data_len),
_ => unreachable!(),
}
}