qdrant_client.conversions.conversion module

class GrpcToRest

Bases: object

classmethod convert_alias_description(model: AliasDescription) → AliasDescription

classmethod convert_alias_operations(model: AliasOperations) → Union[CreateAliasOperation, DeleteAliasOperation, RenameAliasOperation]

classmethod convert_binary_quantization_config(model: BinaryQuantization) → BinaryQuantizationConfig

classmethod convert_bool_index_params(model: BoolIndexParams) → BoolIndexParams

classmethod convert_collection_config(model: CollectionConfig) → CollectionConfig

classmethod convert_collection_description(model: CollectionDescription) → CollectionDescription

classmethod convert_collection_info(model: CollectionInfo) → CollectionInfo

classmethod convert_collection_params(model: CollectionParams) → CollectionParams

classmethod convert_collection_params_diff(model: CollectionParamsDiff) → CollectionParamsDiff

classmethod convert_collection_status(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf81270>) → CollectionStatus

classmethod convert_compression_ratio(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83d30>) → CompressionRatio

classmethod convert_condition(model: Condition) → Union[FieldCondition, IsEmptyCondition, IsNullCondition, HasIdCondition, HasVectorCondition, NestedCondition, Filter]

classmethod convert_context_example_pair(model: ContextExamplePair) → ContextExamplePair

classmethod convert_context_input(model: ContextInput) → Union[ContextPair, List[ContextPair]]

classmethod convert_context_input_pair(model: ContextInputPair) → ContextPair

classmethod convert_count_result(model: CountResult) → CountResult

classmethod convert_create_alias(model: CreateAlias) → CreateAlias

classmethod convert_datatype(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83dc0>) → Datatype

classmethod convert_datetime_index_params(model: DatetimeIndexParams) → DatetimeIndexParams

classmethod convert_datetime_range(model: DatetimeRange) → DatetimeRange

classmethod convert_decay_params_expression(model: DecayParamsExpression) → DecayParamsExpression

classmethod convert_delete_alias(model: DeleteAlias) → DeleteAlias

classmethod convert_dense_vector(model: DenseVector) → list[float]

classmethod convert_direction(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6d000>) → Direction

classmethod convert_discover_input(model: DiscoverInput) → DiscoverInput

classmethod convert_discover_points(model: DiscoverPoints) → DiscoverRequest

classmethod convert_distance(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf82d10>) → Distance

classmethod convert_div_expression(model: DivExpression) → DivExpression

classmethod convert_document(model: Document) → Document

classmethod convert_expression(model: Expression) → Union[float, str, FieldCondition, IsEmptyCondition, IsNullCondition, HasIdCondition, HasVectorCondition, NestedCondition, Filter, GeoDistance, DatetimeExpression, DatetimeKeyExpression, MultExpression, SumExpression, NegExpression, AbsExpression, DivExpression, SqrtExpression, PowExpression, ExpExpression, Log10Expression, LnExpression, LinDecayExpression, ExpDecayExpression, GaussDecayExpression]

classmethod convert_facet_value(model: FacetValue) → Union[bool, int, str]

classmethod convert_facet_value_hit(model: FacetHit) → FacetValueHit

classmethod convert_field_condition(model: FieldCondition) → FieldCondition

classmethod convert_filter(model: Filter) → Filter

classmethod convert_float_index_params(model: FloatIndexParams) → FloatIndexParams

classmethod convert_formula_query(model: Formula) → FormulaQuery

classmethod convert_fusion(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c4f0>) → Fusion

classmethod convert_geo_bounding_box(model: GeoBoundingBox) → GeoBoundingBox

classmethod convert_geo_distance(model: GeoDistance) → GeoDistance

classmethod convert_geo_index_params(model: GeoIndexParams) → GeoIndexParams

classmethod convert_geo_line_string(model: GeoLineString) → GeoLineString

classmethod convert_geo_point(model: GeoPoint) → GeoPoint

classmethod convert_geo_polygon(model: GeoPolygon) → GeoPolygon

classmethod convert_geo_radius(model: GeoRadius) → GeoRadius

classmethod convert_group_id(model: GroupId) → Union[int, str]

classmethod convert_groups_result(model: GroupsResult) → GroupsResult

classmethod convert_has_id_condition(model: HasIdCondition) → HasIdCondition

classmethod convert_has_vector_condition(model: HasVectorCondition) → HasVectorCondition

classmethod convert_health_check_reply(model: HealthCheckReply) → VersionInfo

classmethod convert_hnsw_config(model: HnswConfigDiff) → HnswConfig

classmethod convert_hnsw_config_diff(model: HnswConfigDiff) → HnswConfigDiff

classmethod convert_image(model: Image) → Image

classmethod convert_inference_object(model: InferenceObject) → InferenceObject

classmethod convert_init_from(model: str) → InitFrom

classmethod convert_integer_index_params(model: IntegerIndexParams) → IntegerIndexParams

classmethod convert_is_empty_condition(model: IsEmptyCondition) → IsEmptyCondition

classmethod convert_is_null_condition(model: IsNullCondition) → IsNullCondition

classmethod convert_keyword_index_params(model: KeywordIndexParams) → KeywordIndexParams

classmethod convert_lookup_location(model: LookupLocation) → LookupLocation

classmethod convert_match(model: Match) → Union[MatchValue, MatchText, MatchAny, MatchExcept]

classmethod convert_max_optimization_threads(model: MaxOptimizationThreads) → Union[int, MaxOptimizationThreadsSetting]

classmethod convert_modifier(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83a00>) → Modifier

classmethod convert_mult_expression(model: MultExpression) → MultExpression

classmethod convert_multi_dense_vector(model: MultiDenseVector) → list[list[float]]

classmethod convert_multivector_comparator(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf81630>) → MultiVectorComparator

classmethod convert_multivector_config(model: MultiVectorConfig) → MultiVectorConfig

classmethod convert_named_vectors(model: NamedVectors) → dict[str, Union[List[float], SparseVector, List[List[float]], Document, Image, InferenceObject]]

classmethod convert_named_vectors_output(model: NamedVectorsOutput) → dict[str, Union[List[float], SparseVector, List[List[float]]]]

classmethod convert_nested_condition(model: NestedCondition) → NestedCondition

classmethod convert_optimizer_config(model: OptimizersConfigDiff) → OptimizersConfig

classmethod convert_optimizer_status(model: OptimizerStatus) → Union[OptimizersStatusOneOf, OptimizersStatusOneOf1]

classmethod convert_optimizers_config_diff(model: OptimizersConfigDiff) → OptimizersConfigDiff

classmethod convert_order_by(model: OrderBy) → OrderBy

classmethod convert_order_value(model: OrderValue) → Union[int, float]

classmethod convert_payload(model: MessageMapContainer) → Dict[str, Any]

classmethod convert_payload_schema(model: dict[str, collections_pb2.PayloadSchemaInfo]) → dict[str, PayloadIndexInfo]

classmethod convert_payload_schema_info(model: PayloadSchemaInfo) → PayloadIndexInfo

classmethod convert_payload_schema_params(model: PayloadIndexParams) → Union[KeywordIndexParams, IntegerIndexParams, FloatIndexParams, GeoIndexParams, TextIndexParams, BoolIndexParams, DatetimeIndexParams, UuidIndexParams]

classmethod convert_payload_schema_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83430>) → PayloadSchemaType

classmethod convert_point_group(model: PointGroup) → PointGroup

classmethod convert_point_id(model: PointId) → Union[int, str]

classmethod convert_point_struct(model: PointStruct) → PointStruct

classmethod convert_point_vectors(model: PointVectors) → PointVectors

classmethod convert_points_selector(model: PointsSelector, shard_key_selector: Optional[ShardKeySelector] = None) → Union[PointIdsList, FilterSelector]

classmethod convert_points_update_operation(model: PointsUpdateOperation) → Union[UpsertOperation, DeleteOperation, SetPayloadOperation, OverwritePayloadOperation, DeletePayloadOperation, ClearPayloadOperation, UpdateVectorsOperation, DeleteVectorsOperation]

classmethod convert_pow_expression(model: PowExpression) → PowExpression

classmethod convert_prefetch_query(model: PrefetchQuery) → Prefetch

classmethod convert_product_quantization_config(model: ProductQuantization) → ProductQuantizationConfig

classmethod convert_quantization_config(model: QuantizationConfig) → Union[ScalarQuantization, ProductQuantization, BinaryQuantization]

classmethod convert_quantization_config_diff(model: QuantizationConfigDiff) → Union[ScalarQuantization, ProductQuantization, BinaryQuantization, Disabled]

classmethod convert_quantization_search_params(model: QuantizationSearchParams) → QuantizationSearchParams

classmethod convert_query(model: Query) → Union[NearestQuery, RecommendQuery, DiscoverQuery, ContextQuery, OrderByQuery, FusionQuery, FormulaQuery, SampleQuery]

classmethod convert_query_points(model: QueryPoints) → QueryRequest

classmethod convert_range(model: Range) → Range

classmethod convert_read_consistency(model: ReadConsistency) → Union[int, ReadConsistencyType]

classmethod convert_read_consistency_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22cabf3cd0>) → ReadConsistencyType

classmethod convert_recommend_input(model: RecommendInput) → RecommendInput

classmethod convert_recommend_points(model: RecommendPoints) → RecommendRequest

classmethod convert_recommend_strategy(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c520>) → RecommendStrategy

classmethod convert_record(model: RetrievedPoint) → Record

classmethod convert_rename_alias(model: RenameAlias) → RenameAlias

classmethod convert_retrieved_point(model: RetrievedPoint) → Record

classmethod convert_sample(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c340>) → Sample

classmethod convert_scalar_quantization_config(model: ScalarQuantization) → ScalarQuantizationConfig

classmethod convert_scored_point(model: ScoredPoint) → ScoredPoint

classmethod convert_search_matrix_offsets(model: SearchMatrixOffsets) → SearchMatrixOffsetsResponse

classmethod convert_search_matrix_pair(model: SearchMatrixPair) → SearchMatrixPair

classmethod convert_search_matrix_pairs(model: SearchMatrixPairs) → SearchMatrixPairsResponse

classmethod convert_search_params(model: SearchParams) → SearchParams

classmethod convert_search_points(model: SearchPoints) → SearchRequest

classmethod convert_shard_key(model: ShardKey) → Union[int, str]

classmethod convert_shard_key_selector(model: ShardKeySelector) → Union[int, str, List[Union[int, str]]]

classmethod convert_sharding_method(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf81330>) → ShardingMethod

classmethod convert_snapshot_description(model: SnapshotDescription) → SnapshotDescription

classmethod convert_sparse_index_config(model: SparseIndexConfig) → SparseIndexParams

classmethod convert_sparse_vector(model: SparseVector) → SparseVector

classmethod convert_sparse_vector_config(model: SparseVectorConfig) → dict[str, SparseVectorParams]

classmethod convert_sparse_vector_params(model: SparseVectorParams) → SparseVectorParams

classmethod convert_start_from(model: StartFrom) → Union[int, float, datetime, date]

classmethod convert_strict_mode_config(model: StrictModeConfig) → StrictModeConfig

classmethod convert_strict_mode_config_output(model: StrictModeConfig) → StrictModeConfigOutput

classmethod convert_strict_mode_multivector(model: StrictModeMultivector) → StrictModeMultivector

classmethod convert_strict_mode_multivector_config(model: StrictModeMultivectorConfig) → Dict[str, StrictModeMultivector]

classmethod convert_strict_mode_multivector_config_output(model: StrictModeMultivectorConfig) → Dict[str, StrictModeMultivectorOutput]

classmethod convert_strict_mode_multivector_output(model: StrictModeMultivector) → StrictModeMultivectorOutput

classmethod convert_strict_mode_sparse(model: StrictModeSparse) → StrictModeSparse

classmethod convert_strict_mode_sparse_config(model: StrictModeSparseConfig) → Dict[str, StrictModeSparse]

classmethod convert_strict_mode_sparse_config_output(model: StrictModeSparseConfig) → Dict[str, StrictModeSparseOutput]

classmethod convert_strict_mode_sparse_output(model: StrictModeSparse) → StrictModeSparseOutput

classmethod convert_sum_expression(model: SumExpression) → SumExpression

classmethod convert_target_vector(model: TargetVector) → Union[int, str, List[float], SparseVector]

classmethod convert_text_index_params(model: TextIndexParams) → TextIndexParams

classmethod convert_timestamp(model: Timestamp) → datetime

classmethod convert_tokenizer_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83e50>) → TokenizerType

classmethod convert_update_collection(model: UpdateCollection) → UpdateCollection

classmethod convert_update_result(model: UpdateResult) → UpdateResult

classmethod convert_update_status(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c8b0>) → UpdateStatus

classmethod convert_uuid_index_params(model: UuidIndexParams) → UuidIndexParams

classmethod convert_values_count(model: ValuesCount) → ValuesCount

classmethod convert_vector(model: Vector) → Union[list[float], list[list[float]], SparseVector, Document, Image, InferenceObject]

classmethod convert_vector_example(model: VectorExample) → Union[int, str, List[float], SparseVector]

classmethod convert_vector_input(model: VectorInput) → Union[List[float], SparseVector, List[List[float]], int, str, Document, Image, InferenceObject]

classmethod convert_vector_output(model: VectorOutput) → Union[list[float], list[list[float]], SparseVector]

classmethod convert_vector_params(model: VectorParams) → VectorParams

classmethod convert_vector_params_diff(model: VectorParamsDiff) → VectorParamsDiff

classmethod convert_vectors(model: Vectors) → Union[List[float], List[List[float]], Dict[str, Union[List[float], SparseVector, List[List[float]], Document, Image, InferenceObject]], Document, Image, InferenceObject]

classmethod convert_vectors_config(model: VectorsConfig) → Union[VectorParams, Dict[str, VectorParams]]

classmethod convert_vectors_config_diff(model: VectorsConfigDiff) → Dict[str, VectorParamsDiff]

classmethod convert_vectors_output(model: VectorsOutput) → Union[List[float], List[List[float]], Dict[str, Union[List[float], SparseVector, List[List[float]]]]]

classmethod convert_vectors_selector(model: VectorsSelector) → list[str]

classmethod convert_wal_config(model: WalConfigDiff) → WalConfig

classmethod convert_wal_config_diff(model: WalConfigDiff) → WalConfigDiff

classmethod convert_with_lookup(model: WithLookup) → WithLookup

classmethod convert_with_payload_interface(model: WithPayloadSelector) → Union[bool, List[str], PayloadSelectorInclude, PayloadSelectorExclude]

classmethod convert_with_payload_selector(model: WithPayloadSelector) → Union[bool, List[str], PayloadSelectorInclude, PayloadSelectorExclude]

classmethod convert_with_vectors_selector(model: WithVectorsSelector) → Union[bool, List[str]]

classmethod convert_write_ordering(model: WriteOrdering) → WriteOrdering

class RestToGrpc

Bases: object

classmethod convert_alias_description(model: AliasDescription) → AliasDescription

classmethod convert_alias_operations(model: Union[CreateAliasOperation, DeleteAliasOperation, RenameAliasOperation]) → AliasOperations

classmethod convert_batch_vector_struct(model: Union[List[List[float]], List[List[List[float]]], Dict[str, List[Union[List[float], SparseVector, List[List[float]], Document, Image, InferenceObject]]], List[Document], List[Image], List[InferenceObject]], num_records: int) → list[points_pb2.Vectors]

classmethod convert_binary_quantization_config(model: BinaryQuantizationConfig) → BinaryQuantization

classmethod convert_bool_index_params(model: BoolIndexParams) → BoolIndexParams

classmethod convert_collection_config(model: CollectionConfig) → CollectionConfig

classmethod convert_collection_description(model: CollectionDescription) → CollectionDescription

classmethod convert_collection_info(model: CollectionInfo) → CollectionInfo

classmethod convert_collection_params(model: CollectionParams) → CollectionParams

classmethod convert_collection_params_diff(model: CollectionParamsDiff) → CollectionParamsDiff

classmethod convert_collection_status(model: CollectionStatus) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf81270>

classmethod convert_compression_ratio(model: CompressionRatio) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83d30>

classmethod convert_condition(model: Union[FieldCondition, IsEmptyCondition, IsNullCondition, HasIdCondition, HasVectorCondition, NestedCondition, Filter]) → Condition

classmethod convert_context_example_pair(model: ContextExamplePair) → ContextExamplePair

classmethod convert_context_input(model: Union[ContextPair, List[ContextPair]]) → ContextInput

classmethod convert_context_input_pair(model: ContextPair) → ContextInputPair

classmethod convert_count_result(model: CountResult) → CountResult

classmethod convert_create_alias(model: CreateAlias) → CreateAlias

classmethod convert_datatype(model: Datatype) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83dc0>

classmethod convert_datetime(model: Union[datetime, date]) → Timestamp

classmethod convert_datetime_index_params(model: DatetimeIndexParams) → DatetimeIndexParams

classmethod convert_datetime_range(model: DatetimeRange) → DatetimeRange

classmethod convert_decay_params_expression(model: DecayParamsExpression) → DecayParamsExpression

classmethod convert_delete_alias(model: DeleteAlias) → DeleteAlias

classmethod convert_dense_vector(model: list[float]) → DenseVector

classmethod convert_direction(model: Direction) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6d000>

classmethod convert_discover_input(model: DiscoverInput) → DiscoverInput

classmethod convert_discover_points(model: DiscoverRequest, collection_name: str) → DiscoverPoints

classmethod convert_discover_request(model: DiscoverRequest, collection_name: str) → DiscoverPoints

classmethod convert_distance(model: Distance) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf82d10>

classmethod convert_div_expression(model: DivExpression) → DivExpression

classmethod convert_document(model: Document) → Document

classmethod convert_expression(model: Union[float, str, FieldCondition, IsEmptyCondition, IsNullCondition, HasIdCondition, HasVectorCondition, NestedCondition, Filter, GeoDistance, DatetimeExpression, DatetimeKeyExpression, MultExpression, SumExpression, NegExpression, AbsExpression, DivExpression, SqrtExpression, PowExpression, ExpExpression, Log10Expression, LnExpression, LinDecayExpression, ExpDecayExpression, GaussDecayExpression]) → Expression

classmethod convert_extended_point_id(model: Union[int, str]) → PointId

classmethod convert_facet_value(model: Union[bool, int, str]) → FacetValue

classmethod convert_facet_value_hit(model: FacetValueHit) → FacetHit

classmethod convert_field_condition(model: FieldCondition) → FieldCondition

classmethod convert_filter(model: Filter) → Filter

classmethod convert_float_index_params(model: FloatIndexParams) → FloatIndexParams

classmethod convert_formula_query(model: FormulaQuery) → Formula

classmethod convert_fusion(model: Fusion) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c4f0>

classmethod convert_geo_bounding_box(model: GeoBoundingBox) → GeoBoundingBox

classmethod convert_geo_distance(model: GeoDistance) → GeoDistance

classmethod convert_geo_index_params(model: GeoIndexParams) → GeoIndexParams

classmethod convert_geo_line_string(model: GeoLineString) → GeoLineString

classmethod convert_geo_point(model: GeoPoint) → GeoPoint

classmethod convert_geo_polygon(model: GeoPolygon) → GeoPolygon

classmethod convert_geo_radius(model: GeoRadius) → GeoRadius

classmethod convert_group_id(model: Union[int, str]) → GroupId

classmethod convert_groups_result(model: GroupsResult) → GroupsResult

classmethod convert_has_id_condition(model: HasIdCondition) → HasIdCondition

classmethod convert_has_vector_condition(model: HasVectorCondition) → HasVectorCondition

classmethod convert_health_check_reply(model: VersionInfo) → HealthCheckReply

classmethod convert_hnsw_config(model: HnswConfig) → HnswConfigDiff

classmethod convert_hnsw_config_diff(model: HnswConfigDiff) → HnswConfigDiff

classmethod convert_image(model: Image) → Image

classmethod convert_inference_object(model: InferenceObject) → InferenceObject

classmethod convert_init_from(model: InitFrom) → str

classmethod convert_integer_index_params(model: IntegerIndexParams) → IntegerIndexParams

classmethod convert_is_empty_condition(model: IsEmptyCondition) → IsEmptyCondition

classmethod convert_is_null_condition(model: IsNullCondition) → IsNullCondition

classmethod convert_keyword_index_params(model: KeywordIndexParams) → KeywordIndexParams

classmethod convert_lookup_location(model: LookupLocation) → LookupLocation

classmethod convert_match(model: Union[MatchValue, MatchText, MatchAny, MatchExcept]) → Match

classmethod convert_max_optimization_threads(model: Union[int, MaxOptimizationThreadsSetting]) → MaxOptimizationThreads

classmethod convert_modifier(model: Modifier) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83a00>

classmethod convert_mult_expression(model: MultExpression) → MultExpression

classmethod convert_multi_dense_vector(model: list[list[float]]) → MultiDenseVector

classmethod convert_multivector_comparator(model: MultiVectorComparator) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf81630>

classmethod convert_multivector_config(model: MultiVectorConfig) → MultiVectorConfig

classmethod convert_named_vector_struct(model: Union[List[float], NamedVector, NamedSparseVector]) → tuple[list[float], Optional[points_pb2.SparseIndices], Optional[str]]

classmethod convert_nested_condition(model: NestedCondition) → NestedCondition

classmethod convert_optimizer_status(model: Union[OptimizersStatusOneOf, OptimizersStatusOneOf1]) → OptimizerStatus

classmethod convert_optimizers_config(model: OptimizersConfig) → OptimizersConfigDiff

classmethod convert_optimizers_config_diff(model: OptimizersConfigDiff) → OptimizersConfigDiff

classmethod convert_order_by(model: OrderBy) → OrderBy

classmethod convert_order_by_interface(model: Union[str, OrderBy]) → OrderBy

classmethod convert_order_value(model: Union[int, float]) → OrderValue

classmethod convert_payload(model: Dict[str, Any]) → dict[str, json_with_int_pb2.Value]

classmethod convert_payload_index_info(model: PayloadIndexInfo) → PayloadSchemaInfo

classmethod convert_payload_schema(model: dict[str, PayloadIndexInfo]) → dict[str, collections_pb2.PayloadSchemaInfo]

classmethod convert_payload_schema_params(model: Union[KeywordIndexParams, IntegerIndexParams, FloatIndexParams, GeoIndexParams, TextIndexParams, BoolIndexParams, DatetimeIndexParams, UuidIndexParams]) → PayloadIndexParams

classmethod convert_payload_schema_type(model: PayloadSchemaType) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83430>

classmethod convert_payload_selector(model: Union[PayloadSelectorInclude, PayloadSelectorExclude]) → WithPayloadSelector

classmethod convert_point_group(model: PointGroup) → PointGroup

classmethod convert_point_insert_operation(model: Union[PointsBatch, PointsList]) → list[points_pb2.PointStruct]

classmethod convert_point_struct(model: PointStruct) → PointStruct

classmethod convert_point_vectors(model: PointVectors) → PointVectors

classmethod convert_points_selector(model: Union[PointIdsList, FilterSelector]) → PointsSelector

classmethod convert_points_update_operation(model: Union[UpsertOperation, DeleteOperation, SetPayloadOperation, OverwritePayloadOperation, DeletePayloadOperation, ClearPayloadOperation, UpdateVectorsOperation, DeleteVectorsOperation]) → PointsUpdateOperation

classmethod convert_pow_expression(model: PowExpression) → PowExpression

classmethod convert_prefetch_query(model: Prefetch) → PrefetchQuery

classmethod convert_product_quantization_config(model: ProductQuantizationConfig) → ProductQuantization

classmethod convert_quantization_config(model: Union[ScalarQuantization, ProductQuantization, BinaryQuantization]) → QuantizationConfig

classmethod convert_quantization_config_diff(model: Union[ScalarQuantization, ProductQuantization, BinaryQuantization, Disabled]) → QuantizationConfigDiff

classmethod convert_quantization_search_params(model: QuantizationSearchParams) → QuantizationSearchParams

classmethod convert_query(model: Union[NearestQuery, RecommendQuery, DiscoverQuery, ContextQuery, OrderByQuery, FusionQuery, FormulaQuery, SampleQuery]) → Query

classmethod convert_query_interface(model: Union[List[float], SparseVector, List[List[float]], int, str, Document, Image, InferenceObject, NearestQuery, RecommendQuery, DiscoverQuery, ContextQuery, OrderByQuery, FusionQuery, FormulaQuery, SampleQuery]) → Query

classmethod convert_query_points(model: QueryRequest, collection_name: str) → QueryPoints

classmethod convert_query_request(model: QueryRequest, collection_name: str) → QueryPoints

classmethod convert_range(model: Range) → Range

classmethod convert_read_consistency(model: Union[int, ReadConsistencyType]) → ReadConsistency

classmethod convert_read_consistency_type(model: ReadConsistencyType) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22cabf3cd0>

classmethod convert_recommend_example(model: Union[int, str, List[float], SparseVector]) → VectorExample

classmethod convert_recommend_examples_to_ids(examples: Sequence[Union[int, str, List[float], SparseVector]]) → list[points_pb2.PointId]

classmethod convert_recommend_examples_to_vectors(examples: Sequence[Union[int, str, List[float], SparseVector]]) → list[points_pb2.Vector]

classmethod convert_recommend_input(model: RecommendInput) → RecommendInput

classmethod convert_recommend_points(model: RecommendRequest, collection_name: str) → RecommendPoints

classmethod convert_recommend_request(model: RecommendRequest, collection_name: str) → RecommendPoints

classmethod convert_recommend_strategy(model: RecommendStrategy) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c520>

classmethod convert_record(model: Record) → RetrievedPoint

classmethod convert_rename_alias(model: RenameAlias) → RenameAlias

classmethod convert_retrieved_point(model: Record) → RetrievedPoint

classmethod convert_sample(model: Sample) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c340>

classmethod convert_scalar_quantization_config(model: ScalarQuantizationConfig) → ScalarQuantization

classmethod convert_scored_point(model: ScoredPoint) → ScoredPoint

classmethod convert_search_matrix_offsets(model: SearchMatrixOffsetsResponse) → SearchMatrixOffsets

classmethod convert_search_matrix_pair(model: SearchMatrixPair) → SearchMatrixPair

classmethod convert_search_matrix_pairs(model: SearchMatrixPairsResponse) → SearchMatrixPairs

classmethod convert_search_params(model: SearchParams) → SearchParams

classmethod convert_search_points(model: SearchRequest, collection_name: str) → SearchPoints

classmethod convert_search_request(model: SearchRequest, collection_name: str) → SearchPoints

classmethod convert_shard_key(model: Union[int, str]) → ShardKey

classmethod convert_shard_key_selector(model: Union[int, str, List[Union[int, str]]]) → ShardKeySelector

classmethod convert_sharding_method(model: ShardingMethod) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf81330>

classmethod convert_snapshot_description(model: SnapshotDescription) → SnapshotDescription

classmethod convert_sparse_index_params(model: SparseIndexParams) → SparseIndexConfig

classmethod convert_sparse_vector(model: SparseVector) → SparseVector

classmethod convert_sparse_vector_config(model: Mapping[str, SparseVectorParams]) → SparseVectorConfig

classmethod convert_sparse_vector_params(model: SparseVectorParams) → SparseVectorParams

classmethod convert_sparse_vector_to_vector(model: SparseVector) → Vector

classmethod convert_sparse_vector_to_vector_output(model: SparseVector) → VectorOutput

classmethod convert_start_from(model: Union[int, float, datetime, date]) → StartFrom

classmethod convert_strict_mode_config(model: StrictModeConfig) → StrictModeConfig

classmethod convert_strict_mode_config_output(model: StrictModeConfigOutput) → StrictModeConfig

classmethod convert_strict_mode_multivector(model: StrictModeMultivector) → StrictModeMultivector

classmethod convert_strict_mode_multivector_config(model: Dict[str, StrictModeMultivector]) → StrictModeMultivectorConfig

classmethod convert_strict_mode_multivector_config_output(model: Dict[str, StrictModeMultivectorOutput]) → StrictModeMultivectorConfig

classmethod convert_strict_mode_multivector_output(model: StrictModeMultivectorOutput) → StrictModeMultivector

classmethod convert_strict_mode_sparse(model: StrictModeSparse) → StrictModeSparse

classmethod convert_strict_mode_sparse_config(model: Dict[str, StrictModeSparse]) → StrictModeSparseConfig

classmethod convert_strict_mode_sparse_config_output(model: Dict[str, StrictModeSparseOutput]) → StrictModeSparseConfig

classmethod convert_strict_mode_sparse_output(model: StrictModeSparseOutput) → StrictModeSparse

classmethod convert_sum_expression(model: SumExpression) → SumExpression

classmethod convert_target_vector(model: Union[int, str, List[float], SparseVector]) → TargetVector

classmethod convert_text_index_params(model: TextIndexParams) → TextIndexParams

classmethod convert_tokenizer_type(model: TokenizerType) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83e50>

classmethod convert_update_collection(model: UpdateCollection, collection_name: str) → UpdateCollection

classmethod convert_update_operation(model: Union[UpsertOperation, DeleteOperation, SetPayloadOperation, OverwritePayloadOperation, DeletePayloadOperation, ClearPayloadOperation, UpdateVectorsOperation, DeleteVectorsOperation]) → PointsUpdateOperation

classmethod convert_update_result(model: UpdateResult) → UpdateResult

classmethod convert_update_stats(model: UpdateStatus) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6c8b0>

classmethod convert_uuid_index_params(model: UuidIndexParams) → UuidIndexParams

classmethod convert_values_count(model: ValuesCount) → ValuesCount

classmethod convert_vector_example(model: Union[int, str, List[float], SparseVector]) → VectorExample

classmethod convert_vector_input(model: Union[List[float], SparseVector, List[List[float]], int, str, Document, Image, InferenceObject]) → VectorInput

classmethod convert_vector_params(model: VectorParams) → VectorParams

classmethod convert_vector_params_diff(model: VectorParamsDiff) → VectorParamsDiff

classmethod convert_vector_struct(model: Union[List[float], List[List[float]], Dict[str, Union[List[float], SparseVector, List[List[float]], Document, Image, InferenceObject]], Document, Image, InferenceObject]) → Vectors

classmethod convert_vector_struct_output(model: Union[List[float], List[List[float]], Dict[str, Union[List[float], SparseVector, List[List[float]]]]]) → VectorsOutput

classmethod convert_vectors_config(model: Union[VectorParams, Dict[str, VectorParams]]) → VectorsConfig

classmethod convert_vectors_config_diff(model: Dict[str, VectorParamsDiff]) → VectorsConfigDiff

classmethod convert_wal_config(model: WalConfig) → WalConfigDiff

classmethod convert_wal_config_diff(model: WalConfigDiff) → WalConfigDiff

classmethod convert_with_lookup(model: WithLookup) → WithLookup

classmethod convert_with_payload_interface(model: Union[bool, List[str], PayloadSelectorInclude, PayloadSelectorExclude]) → WithPayloadSelector

classmethod convert_with_payload_selector(model: Union[PayloadSelectorInclude, PayloadSelectorExclude]) → WithPayloadSelector

classmethod convert_with_vectors(model: Union[bool, List[str]]) → WithVectorsSelector

classmethod convert_write_ordering(model: WriteOrdering) → WriteOrdering

grpc_field_type_to_payload_schema(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6fd30>) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83430>

grpc_payload_schema_to_field_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f22caf83430>) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f2274c6fd30>

grpc_to_payload(grpc_: MessageMap[str, Value]) → dict[str, Any]

has_field(message: Any, field: str) → bool

Same as protobuf HasField, but also works for primitive values (https://stackoverflow.com/questions/51918871/check-if-a-field-has-been-set-in-protocol-buffer-3)

Parameters:

• message (Any) – protobuf message

• field (str) – name of the field

json_to_value(payload: Any) → Value

payload_to_grpc(payload: dict[str, Any]) → dict[str, json_with_int_pb2.Value]

value_to_json(value: Value) → Any