qdrant_client.conversions.conversion module

class GrpcToRest[source]

Bases: object

classmethod convert_alias_description(model: AliasDescription) → AliasDescription[source]

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

classmethod convert_binary_quantization_config(model: BinaryQuantization) → BinaryQuantizationConfig[source]

classmethod convert_collection_config(model: CollectionConfig) → CollectionConfig[source]

classmethod convert_collection_description(model: CollectionDescription) → CollectionDescription[source]

classmethod convert_collection_info(model: CollectionInfo) → CollectionInfo[source]

classmethod convert_collection_params(model: CollectionParams) → CollectionParams[source]

classmethod convert_collection_params_diff(model: CollectionParamsDiff) → CollectionParamsDiff[source]

classmethod convert_collection_status(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac48e0>) → CollectionStatus[source]

classmethod convert_compression_ratio(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4a90>) → CompressionRatio[source]

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

classmethod convert_context_example_pair(model: ContextExamplePair) → ContextExamplePair[source]

classmethod convert_count_result(model: CountResult) → CountResult[source]

classmethod convert_create_alias(model: CreateAlias) → CreateAlias[source]

classmethod convert_delete_alias(model: DeleteAlias) → DeleteAlias[source]

classmethod convert_discover_points(model: DiscoverPoints) → DiscoverRequest[source]

classmethod convert_distance(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4700>) → Distance[source]

classmethod convert_field_condition(model: FieldCondition) → FieldCondition[source]

classmethod convert_filter(model: Filter) → Filter[source]

classmethod convert_geo_bounding_box(model: GeoBoundingBox) → GeoBoundingBox[source]

classmethod convert_geo_point(model: GeoPoint) → GeoPoint[source]

classmethod convert_geo_radius(model: GeoRadius) → GeoRadius[source]

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

classmethod convert_groups_result(model: GroupsResult) → GroupsResult[source]

classmethod convert_has_id_condition(model: HasIdCondition) → HasIdCondition[source]

classmethod convert_hnsw_config(model: HnswConfigDiff) → HnswConfig[source]

classmethod convert_hnsw_config_diff(model: HnswConfigDiff) → HnswConfigDiff[source]

classmethod convert_init_from(model: str) → InitFrom[source]

classmethod convert_is_empty_condition(model: IsEmptyCondition) → IsEmptyCondition[source]

classmethod convert_is_null_condition(model: IsNullCondition) → IsNullCondition[source]

classmethod convert_lookup_location(model: LookupLocation) → LookupLocation[source]

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

classmethod convert_named_vectors(model: NamedVectors) → Dict[str, Union[SparseVector, List[float[float]]]][source]

classmethod convert_nested_condition(model: NestedCondition) → NestedCondition[source]

classmethod convert_optimizer_config(model: OptimizersConfigDiff) → OptimizersConfig[source]

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

classmethod convert_optimizers_config_diff(model: OptimizersConfigDiff) → OptimizersConfigDiff[source]

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

classmethod convert_payload_schema(model: Dict[str, PayloadSchemaInfo]) → Dict[str, PayloadIndexInfo][source]

classmethod convert_payload_schema_info(model: PayloadSchemaInfo) → PayloadIndexInfo[source]

classmethod convert_payload_schema_params(model: PayloadIndexParams) → TextIndexParams[source]

classmethod convert_payload_schema_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4970>) → PayloadSchemaType[source]

classmethod convert_point_group(model: PointGroup) → PointGroup[source]

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

classmethod convert_point_struct(model: PointStruct) → PointStruct[source]

classmethod convert_point_vectors(model: PointVectors) → PointVectors[source]

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

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

classmethod convert_product_quantization_config(model: ProductQuantization) → ProductQuantizationConfig[source]

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

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

classmethod convert_quantization_search_params(model: QuantizationSearchParams) → QuantizationSearchParams[source]

classmethod convert_range(model: Range) → Range[source]

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

classmethod convert_read_consistency_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729d59430>) → ReadConsistencyType[source]

classmethod convert_recommend_points(model: RecommendPoints) → RecommendRequest[source]

classmethod convert_recommend_strategy(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac47c0>) → RecommendStrategy[source]

classmethod convert_record(model: RetrievedPoint) → Record[source]

classmethod convert_rename_alias(model: RenameAlias) → RenameAlias[source]

classmethod convert_retrieved_point(model: RetrievedPoint) → Record[source]

classmethod convert_scalar_quantization_config(model: ScalarQuantization) → ScalarQuantizationConfig[source]

classmethod convert_scored_point(model: ScoredPoint) → ScoredPoint[source]

classmethod convert_search_params(model: SearchParams) → SearchParams[source]

classmethod convert_search_points(model: SearchPoints) → SearchRequest[source]

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

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

classmethod convert_sharding_method(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4af0>) → ShardingMethod[source]

classmethod convert_snapshot_description(model: SnapshotDescription) → SnapshotDescription[source]

classmethod convert_sparse_index_config(model: SparseIndexConfig) → SparseIndexParams[source]

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

classmethod convert_sparse_vector_params(model: SparseVectorParams) → SparseVectorParams[source]

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

classmethod convert_text_index_params(model: TextIndexParams) → TextIndexParams[source]

classmethod convert_tokenizer_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4be0>) → TokenizerType[source]

classmethod convert_update_collection(model: UpdateCollection) → UpdateCollection[source]

classmethod convert_update_result(model: UpdateResult) → UpdateResult[source]

classmethod convert_update_status(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4d00>) → UpdateStatus[source]

classmethod convert_values_count(model: ValuesCount) → ValuesCount[source]

classmethod convert_vector(model: Vector) → Union[List[float], SparseVector][source]

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

classmethod convert_vector_params(model: VectorParams) → VectorParams[source]

classmethod convert_vector_params_diff(model: VectorParamsDiff) → VectorParamsDiff[source]

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

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

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

classmethod convert_vectors_selector(model: VectorsSelector) → List[str][source]

classmethod convert_wal_config(model: WalConfigDiff) → WalConfig[source]

classmethod convert_wal_config_diff(model: WalConfigDiff) → WalConfigDiff[source]

classmethod convert_with_lookup(model: WithLookup) → WithLookup[source]

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

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

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

classmethod convert_write_ordering(model: WriteOrdering) → WriteOrdering[source]

class RestToGrpc[source]

Bases: object

classmethod convert_alias_description(model: AliasDescription) → AliasDescription[source]

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

classmethod convert_batch_vector_struct(model: Union[List[List[float[float]]], Dict[str[str], List[Union[SparseVector, List[float[float]]]]]], num_records: int) → List[Vectors][source]

classmethod convert_binary_quantization_config(model: BinaryQuantizationConfig) → BinaryQuantization[source]

classmethod convert_collection_config(model: CollectionConfig) → CollectionConfig[source]

classmethod convert_collection_description(model: CollectionDescription) → CollectionDescription[source]

classmethod convert_collection_info(model: CollectionInfo) → CollectionInfo[source]

classmethod convert_collection_params(model: CollectionParams) → CollectionParams[source]

classmethod convert_collection_params_diff(model: CollectionParamsDiff) → CollectionParamsDiff[source]

classmethod convert_collection_status(model: CollectionStatus) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac48e0>[source]

classmethod convert_compression_ratio(model: CompressionRatio) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4a90>[source]

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

classmethod convert_context_example_pair(model: ContextExamplePair) → ContextExamplePair[source]

classmethod convert_count_result(model: CountResult) → CountResult[source]

classmethod convert_create_alias(model: CreateAlias) → CreateAlias[source]

classmethod convert_delete_alias(model: DeleteAlias) → DeleteAlias[source]

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

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

classmethod convert_distance(model: Distance) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4700>[source]

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

classmethod convert_field_condition(model: FieldCondition) → FieldCondition[source]

classmethod convert_filter(model: Filter) → Filter[source]

classmethod convert_geo_bounding_box(model: GeoBoundingBox) → GeoBoundingBox[source]

classmethod convert_geo_point(model: GeoPoint) → GeoPoint[source]

classmethod convert_geo_radius(model: GeoRadius) → GeoRadius[source]

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

classmethod convert_groups_result(model: GroupsResult) → GroupsResult[source]

classmethod convert_has_id_condition(model: HasIdCondition) → HasIdCondition[source]

classmethod convert_hnsw_config(model: HnswConfig) → HnswConfigDiff[source]

classmethod convert_hnsw_config_diff(model: HnswConfigDiff) → HnswConfigDiff[source]

classmethod convert_init_from(model: InitFrom) → str[source]

classmethod convert_is_empty_condition(model: IsEmptyCondition) → IsEmptyCondition[source]

classmethod convert_is_null_condition(model: IsNullCondition) → IsNullCondition[source]

classmethod convert_lookup_location(model: LookupLocation) → LookupLocation[source]

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

classmethod convert_named_vector_struct(model: Union[NamedSparseVector, NamedVector, List[float[float]]]) → Tuple[List[float], Optional[str]][source]

classmethod convert_nested_condition(model: NestedCondition) → NestedCondition[source]

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

classmethod convert_optimizers_config(model: OptimizersConfig) → OptimizersConfigDiff[source]

classmethod convert_optimizers_config_diff(model: OptimizersConfigDiff) → OptimizersConfigDiff[source]

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

classmethod convert_payload_index_info(model: PayloadIndexInfo) → PayloadSchemaInfo[source]

classmethod convert_payload_schema(model: Dict[str, PayloadIndexInfo]) → Dict[str, PayloadSchemaInfo][source]

classmethod convert_payload_schema_params(model: TextIndexParams) → PayloadIndexParams[source]

classmethod convert_payload_schema_type(model: PayloadSchemaType) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4970>[source]

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

classmethod convert_point_group(model: PointGroup) → PointGroup[source]

classmethod convert_point_insert_operation(model: Union[PointsBatch, PointsList]) → List[PointStruct][source]

classmethod convert_point_struct(model: PointStruct) → PointStruct[source]

classmethod convert_point_vectors(model: PointVectors) → PointVectors[source]

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

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

classmethod convert_product_quantization_config(model: ProductQuantizationConfig) → ProductQuantization[source]

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

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

classmethod convert_quantization_search_params(model: QuantizationSearchParams) → QuantizationSearchParams[source]

classmethod convert_range(model: Range) → Range[source]

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

classmethod convert_read_consistency_type(model: ReadConsistencyType) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729d59430>[source]

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

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

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

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

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

classmethod convert_recommend_strategy(model: RecommendStrategy) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac47c0>[source]

classmethod convert_record(model: Record) → RetrievedPoint[source]

classmethod convert_rename_alias(model: RenameAlias) → RenameAlias[source]

classmethod convert_retrieved_point(model: Record) → RetrievedPoint[source]

classmethod convert_scalar_quantization_config(model: ScalarQuantizationConfig) → ScalarQuantization[source]

classmethod convert_scored_point(model: ScoredPoint) → ScoredPoint[source]

classmethod convert_search_params(model: SearchParams) → SearchParams[source]

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

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

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

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

classmethod convert_sharding_method(model: ShardingMethod) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4af0>[source]

classmethod convert_snapshot_description(model: SnapshotDescription) → SnapshotDescription[source]

classmethod convert_sparse_index_config(model: SparseIndexConfig) → SparseIndexConfig[source]

classmethod convert_sparse_vector(model: SparseVector) → Vector[source]

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

classmethod convert_sparse_vector_params(model: SparseVectorParams) → SparseVectorParams[source]

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

classmethod convert_text_index_params(model: TextIndexParams) → TextIndexParams[source]

classmethod convert_tokenizer_type(model: TokenizerType) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4be0>[source]

classmethod convert_update_collection(model: UpdateCollection, collection_name: str) → UpdateCollection[source]

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

classmethod convert_update_result(model: UpdateResult) → UpdateResult[source]

classmethod convert_update_stats(model: UpdateStatus) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4d00>[source]

classmethod convert_values_count(model: ValuesCount) → ValuesCount[source]

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

classmethod convert_vector_params(model: VectorParams) → VectorParams[source]

classmethod convert_vector_params_diff(model: VectorParamsDiff) → VectorParamsDiff[source]

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

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

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

classmethod convert_wal_config(model: WalConfig) → WalConfigDiff[source]

classmethod convert_wal_config_diff(model: WalConfigDiff) → WalConfigDiff[source]

classmethod convert_with_lookup(model: WithLookup) → WithLookup[source]

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

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

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

classmethod convert_write_ordering(model: WriteOrdering) → WriteOrdering[source]

grpc_field_type_to_payload_schema(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4d60>) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4970>[source]

grpc_payload_schema_to_field_type(model: <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4970>) → <google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper object at 0x7f1729ac4d60>[source]

grpc_to_payload(grpc: Dict[str, Value]) → Dict[str, Any][source]

has_field(message: Any, field: str) → bool[source]

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[source]

payload_to_grpc(payload: Dict[str, Any]) → Dict[str, Value][source]

value_to_json(value: Value) → Any[source]