Loading sdk/grpc/ClientProxy.cpp +0 −15 Original line number Diff line number Diff line Loading @@ -415,21 +415,6 @@ ClientProxy::ServerStatus() const { } } std::string ClientProxy::DumpTaskTables() const { if (channel_ == nullptr) { return "not connected to server"; } try { std::string dummy; Status status = client_ptr_->Cmd("tasktable", dummy); return dummy; } catch (std::exception& ex) { return "connection lost"; } } Status ClientProxy::DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) { try { Loading sdk/grpc/ClientProxy.h +0 −3 Original line number Diff line number Diff line Loading @@ -84,9 +84,6 @@ class ClientProxy : public Connection { std::string ServerStatus() const override; std::string DumpTaskTables() const override; Status DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) override; Loading sdk/include/MilvusApi.h +102 −112 Original line number Diff line number Diff line Loading @@ -54,20 +54,19 @@ struct ConnectParam { }; /** * @brief Table Schema * @brief Collection parameters */ struct TableSchema { std::string table_name; ///< Table name struct CollectionParam { std::string collection_name; ///< Collection_name name int64_t dimension = 0; ///< Vector dimension, must be a positive value int64_t index_file_size = 1024; ///< Index file size, must be a positive value, unit: MB MetricType metric_type = MetricType::L2; ///< Index metric type }; /** * @brief Record inserted * @brief Entity inserted, currently each entity represent a vector */ struct RowRecord { struct Entity { std::vector<float> float_data; ///< Vector raw float data std::vector<uint8_t> binary_data; ///< Vector raw binary data }; Loading @@ -76,7 +75,7 @@ struct RowRecord { * @brief TopK query result */ struct QueryResult { std::vector<int64_t> ids; ///< Query ids result std::vector<int64_t> ids; ///< Query entity ids result std::vector<float> distances; ///< Query distances result }; using TopKQueryResult = std::vector<QueryResult>; ///< Topk query result Loading @@ -85,13 +84,14 @@ using TopKQueryResult = std::vector<QueryResult>; ///< Topk query result * @brief Index parameters * Note: extra_params is extra parameters list, it must be json format * For different index type, parameter list is different accordingly, for example: * FLAT/IVFLAT/SQ8: "{nlist: '16384'}" * IVFPQ: "{nlist: '16384', nbits: "16"}" * NSG: "{search_length: '100', out_degree:'40', pool_size:'66'}" * HNSW "{M: '16', ef_construct:'500'}" * FLAT/IVFLAT/SQ8: "{nlist: '16384'}" nlist range:[1, 999999] * IVFPQ: "{nlist: '16384', m: "12"}" nlist range:[1, 999999] m is decided by dim and have a couple of results. * NSG: "{search_length: '45', out_degree:'50', candidate_pool_size:'300', "knng":'100'}" * search_length range:[10, 300] out_degree range:[5, 300] candidate_pool_size range:[50, 1000] knng range:[5, 300] * HNSW "{M: '16', efConstruction:'500'}" M range:[5, 48] efConstruction range:[topk, 4096] */ struct IndexParam { std::string table_name; ///< Table name for create index std::string collection_name; ///< Collection name for create index IndexType index_type; ///< Index type std::string extra_params; ///< Extra parameters according to different index type, must be json format }; Loading @@ -100,7 +100,7 @@ struct IndexParam { * @brief partition parameters */ struct PartitionParam { std::string table_name; std::string collection_name; std::string partition_tag; }; Loading @@ -126,11 +126,11 @@ struct PartitionStat { }; /** * @brief table info * @brief collection info */ struct TableInfo { int64_t total_row_count; ///< Table total row count std::vector<PartitionStat> partitions_stat; ///< Table's partitions statistics struct CollectionInfo { int64_t total_row_count; ///< Collection total entity count std::vector<PartitionStat> partitions_stat; ///< Collection's partitions statistics }; /** Loading Loading @@ -210,112 +210,132 @@ class Connection { Disconnect() = 0; /** * @brief Create table method * @brief Give the client version * * This method is used to create table. * This method is used to give the client version. * * @param param, use to provide table information to be created. * @return Client version. */ virtual std::string ClientVersion() const = 0; /** * @brief Give the server version * * This method is used to give the server version. * * @return Indicate if table is created successfully * @return Server version. */ virtual std::string ServerVersion() const = 0; /** * @brief Create collection method * * This method is used to create collection. * * @param param, use to provide collection information to be created. * * @return Indicate if collection is created successfully */ virtual Status CreateTable(const TableSchema& param) = 0; CreateCollection(const CollectionParam& param) = 0; /** * @brief Test table existence method * @brief Test collection existence method * * This method is used to create table. * This method is used to test collection existence. * * @param table_name, target table's name. * @param collection_name, target collection's name. * * @return Indicate if table is cexist * @return Indicate if collection is cexist */ virtual bool HasTable(const std::string& table_name) = 0; HasCollection(const std::string& collection_name) = 0; /** * @brief Drop table method * @brief Drop collection method * * This method is used to drop table(and its partitions). * This method is used to drop collection(and its partitions). * * @param table_name, target table's name. * @param collection_name, target collection's name. * * @return Indicate if table is drop successfully. * @return Indicate if collection is drop successfully. */ virtual Status DropTable(const std::string& table_name) = 0; DropCollection(const std::string& collection_name) = 0; /** * @brief Create index method * * This method is used to create index for whole table(and its partitions). * This method is used to create index for whole collection(and its partitions). * * @param IndexParam * table_name, table name is going to be create index. * index type, * nlist, * index file size * @param index_param, use to provide index information to be created. * * @return Indicate if build index successfully. * @return Indicate if create index successfully. */ virtual Status CreateIndex(const IndexParam& index_param) = 0; /** * @brief Insert vector to table * @brief Insert entity to table * * This method is used to insert vector array to table. * * @param table_name, target table's name. * @param collection_name, target collection's name. * @param partition_tag, target partition's tag, keep empty if no partition specified. * @param record_array, vector array is inserted. * @param entity_array, entity array is inserted, each entitu represent a vector. * @param id_array, * specify id for each vector, * if this array is empty, milvus will generate unique id for each vector, * specify id for each entity, * if this array is empty, milvus will generate unique id for each entity, * and return all ids by this parameter. * * @return Indicate if vector array are inserted successfully * @return Indicate if entity array are inserted successfully */ virtual Status Insert(const std::string& table_name, const std::string& partition_tag, const std::vector<RowRecord>& record_array, Insert(const std::string& collection_name, const std::string& partition_tag, const std::vector<Entity>& entity_array, std::vector<int64_t>& id_array) = 0; /** * @brief Get vector data by id * @brief Get entity data by id * * This method is used to get vector data by id from a table. * Return the first found vector if there are vectors with duplicated id * This method is used to get entity data by id from a collection. * Return the first found entity if there are entities with duplicated id * * @param table_name, target table's name. * @param vector_id, target vector id. * @param vector_data, returned vector data. * @param collection_name, target collection's name. * @param entity_id, target entity id. * @param entity_data, returned entity data. * * @return Indicate if the operation is succeed. */ virtual Status GetVectorByID(const std::string& table_name, int64_t vector_id, RowRecord& vector_data) = 0; GetEntityByID(const std::string& collection_name, int64_t entity_id, Entity& entity_data) = 0; /** * @brief Get vector ids from a segment * @brief Get entity ids from a segment * * This method is used to get vector ids from a segment * Return all vector(not deleted) ids * This method is used to get entity ids from a segment * Return all entity(not deleted) ids * * @param table_name, target table's name. * @param collection_name, target collection's name. * @param segment_name, target segment name. * @param id_array, returned vector id array. * @param id_array, returned entity id array. * * @return Indicate if the operation is succeed. */ virtual Status GetIDsInSegment(const std::string& table_name, const std::string& segment_name, std::vector<int64_t>& id_array) = 0; GetIDsInSegment(const std::string& collection_name, const std::string& segment_name, std::vector<int64_t>& id_array) = 0; /** * @brief Search vector * @brief Search entities in a collection * * This method is used to query vector in table. * This method is used to query entity in collection. * * @param table_name, target table's name. * @param collection_name, target collection's name. * @param partition_tag_array, target partitions, keep empty if no partition specified. * @param query_record_array, vectors to be queried. * @param topk, how many similarity vectors will be returned. Loading @@ -331,79 +351,59 @@ class Connection { */ virtual Status Search(const std::string& table_name, const PartitionTagList& partition_tag_array, const std::vector<RowRecord>& query_record_array, int64_t topk, const std::vector<Entity>& query_record_array, int64_t topk, const std::string& extra_params, TopKQueryResult& topk_query_result) = 0; /** * @brief Show table description * @brief Show collection description * * This method is used to show table information. * This method is used to show collection information. * * @param table_name, target table's name. * @param table_schema, table_schema is given when operation is successful. * @param collection_name, target collection's name. * @param collection_schema, collection_schema is given when operation is successful. * * @return Indicate if this operation is successful. */ virtual Status DescribeTable(const std::string& table_name, TableSchema& table_schema) = 0; DescribeCollection(const std::string& collection_name, TableSchema& collection_schema) = 0; /** * @brief Get table row count * @brief Get collection row count * * This method is used to get table row count. * This method is used to get collection row count. * * @param table_name, target table's name. * @param row_count, table total row count(including partitions). * @param collection_name, target collection's name. * @param entity_count, collection total entity count(including partitions). * * @return Indicate if this operation is successful. */ virtual Status CountTable(const std::string& table_name, int64_t& row_count) = 0; CountCollection(const std::string& collection_name, int64_t& entity_count) = 0; /** * @brief Show all tables in database * @brief Show all collections in database * * This method is used to list all tables. * This method is used to list all collections. * * @param table_array, all tables in database. * @param collection_array, all collections in database. * * @return Indicate if this operation is successful. */ virtual Status ShowTables(std::vector<std::string>& table_array) = 0; ShowCollections(std::vector<std::string>& collection_array) = 0; /** * @brief Show table information * @brief Show collections information * * This method is used to get detail information of a table. * This method is used to get detail information of a collections. * * @param table_name, target table's name. * @param table_info, target table's information * @param collections_name, target collections's name. * @param collections_info, target collections's information * * @return Indicate if this operation is successful. */ virtual Status ShowTableInfo(const std::string& table_name, TableInfo& table_info) = 0; /** * @brief Give the client version * * This method is used to give the client version. * * @return Client version. */ virtual std::string ClientVersion() const = 0; /** * @brief Give the server version * * This method is used to give the server version. * * @return Server version. */ virtual std::string ServerVersion() const = 0; ShowCollectionInfo(const std::string& collections_name, TableInfo& collections_info) = 0; /** * @brief Give the server status Loading @@ -415,16 +415,6 @@ class Connection { virtual std::string ServerStatus() const = 0; /** * @brief dump server tasks information * * This method is internal used. * * @return Task information in tasktables. */ virtual std::string DumpTaskTables() const = 0; /** * [deprecated] * @brief delete tables by vector id Loading sdk/interface/ConnectionImpl.cpp +0 −5 Original line number Diff line number Diff line Loading @@ -130,11 +130,6 @@ ConnectionImpl::ServerStatus() const { return client_proxy_->ServerStatus(); } std::string ConnectionImpl::DumpTaskTables() const { return client_proxy_->DumpTaskTables(); } Status ConnectionImpl::DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) { return client_proxy_->DeleteByID(table_name, id_array); Loading sdk/interface/ConnectionImpl.h +0 −3 Original line number Diff line number Diff line Loading @@ -86,9 +86,6 @@ class ConnectionImpl : public Connection { std::string ServerStatus() const override; std::string DumpTaskTables() const override; Status DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) override; Loading Loading
sdk/grpc/ClientProxy.cpp +0 −15 Original line number Diff line number Diff line Loading @@ -415,21 +415,6 @@ ClientProxy::ServerStatus() const { } } std::string ClientProxy::DumpTaskTables() const { if (channel_ == nullptr) { return "not connected to server"; } try { std::string dummy; Status status = client_ptr_->Cmd("tasktable", dummy); return dummy; } catch (std::exception& ex) { return "connection lost"; } } Status ClientProxy::DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) { try { Loading
sdk/grpc/ClientProxy.h +0 −3 Original line number Diff line number Diff line Loading @@ -84,9 +84,6 @@ class ClientProxy : public Connection { std::string ServerStatus() const override; std::string DumpTaskTables() const override; Status DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) override; Loading
sdk/include/MilvusApi.h +102 −112 Original line number Diff line number Diff line Loading @@ -54,20 +54,19 @@ struct ConnectParam { }; /** * @brief Table Schema * @brief Collection parameters */ struct TableSchema { std::string table_name; ///< Table name struct CollectionParam { std::string collection_name; ///< Collection_name name int64_t dimension = 0; ///< Vector dimension, must be a positive value int64_t index_file_size = 1024; ///< Index file size, must be a positive value, unit: MB MetricType metric_type = MetricType::L2; ///< Index metric type }; /** * @brief Record inserted * @brief Entity inserted, currently each entity represent a vector */ struct RowRecord { struct Entity { std::vector<float> float_data; ///< Vector raw float data std::vector<uint8_t> binary_data; ///< Vector raw binary data }; Loading @@ -76,7 +75,7 @@ struct RowRecord { * @brief TopK query result */ struct QueryResult { std::vector<int64_t> ids; ///< Query ids result std::vector<int64_t> ids; ///< Query entity ids result std::vector<float> distances; ///< Query distances result }; using TopKQueryResult = std::vector<QueryResult>; ///< Topk query result Loading @@ -85,13 +84,14 @@ using TopKQueryResult = std::vector<QueryResult>; ///< Topk query result * @brief Index parameters * Note: extra_params is extra parameters list, it must be json format * For different index type, parameter list is different accordingly, for example: * FLAT/IVFLAT/SQ8: "{nlist: '16384'}" * IVFPQ: "{nlist: '16384', nbits: "16"}" * NSG: "{search_length: '100', out_degree:'40', pool_size:'66'}" * HNSW "{M: '16', ef_construct:'500'}" * FLAT/IVFLAT/SQ8: "{nlist: '16384'}" nlist range:[1, 999999] * IVFPQ: "{nlist: '16384', m: "12"}" nlist range:[1, 999999] m is decided by dim and have a couple of results. * NSG: "{search_length: '45', out_degree:'50', candidate_pool_size:'300', "knng":'100'}" * search_length range:[10, 300] out_degree range:[5, 300] candidate_pool_size range:[50, 1000] knng range:[5, 300] * HNSW "{M: '16', efConstruction:'500'}" M range:[5, 48] efConstruction range:[topk, 4096] */ struct IndexParam { std::string table_name; ///< Table name for create index std::string collection_name; ///< Collection name for create index IndexType index_type; ///< Index type std::string extra_params; ///< Extra parameters according to different index type, must be json format }; Loading @@ -100,7 +100,7 @@ struct IndexParam { * @brief partition parameters */ struct PartitionParam { std::string table_name; std::string collection_name; std::string partition_tag; }; Loading @@ -126,11 +126,11 @@ struct PartitionStat { }; /** * @brief table info * @brief collection info */ struct TableInfo { int64_t total_row_count; ///< Table total row count std::vector<PartitionStat> partitions_stat; ///< Table's partitions statistics struct CollectionInfo { int64_t total_row_count; ///< Collection total entity count std::vector<PartitionStat> partitions_stat; ///< Collection's partitions statistics }; /** Loading Loading @@ -210,112 +210,132 @@ class Connection { Disconnect() = 0; /** * @brief Create table method * @brief Give the client version * * This method is used to create table. * This method is used to give the client version. * * @param param, use to provide table information to be created. * @return Client version. */ virtual std::string ClientVersion() const = 0; /** * @brief Give the server version * * This method is used to give the server version. * * @return Indicate if table is created successfully * @return Server version. */ virtual std::string ServerVersion() const = 0; /** * @brief Create collection method * * This method is used to create collection. * * @param param, use to provide collection information to be created. * * @return Indicate if collection is created successfully */ virtual Status CreateTable(const TableSchema& param) = 0; CreateCollection(const CollectionParam& param) = 0; /** * @brief Test table existence method * @brief Test collection existence method * * This method is used to create table. * This method is used to test collection existence. * * @param table_name, target table's name. * @param collection_name, target collection's name. * * @return Indicate if table is cexist * @return Indicate if collection is cexist */ virtual bool HasTable(const std::string& table_name) = 0; HasCollection(const std::string& collection_name) = 0; /** * @brief Drop table method * @brief Drop collection method * * This method is used to drop table(and its partitions). * This method is used to drop collection(and its partitions). * * @param table_name, target table's name. * @param collection_name, target collection's name. * * @return Indicate if table is drop successfully. * @return Indicate if collection is drop successfully. */ virtual Status DropTable(const std::string& table_name) = 0; DropCollection(const std::string& collection_name) = 0; /** * @brief Create index method * * This method is used to create index for whole table(and its partitions). * This method is used to create index for whole collection(and its partitions). * * @param IndexParam * table_name, table name is going to be create index. * index type, * nlist, * index file size * @param index_param, use to provide index information to be created. * * @return Indicate if build index successfully. * @return Indicate if create index successfully. */ virtual Status CreateIndex(const IndexParam& index_param) = 0; /** * @brief Insert vector to table * @brief Insert entity to table * * This method is used to insert vector array to table. * * @param table_name, target table's name. * @param collection_name, target collection's name. * @param partition_tag, target partition's tag, keep empty if no partition specified. * @param record_array, vector array is inserted. * @param entity_array, entity array is inserted, each entitu represent a vector. * @param id_array, * specify id for each vector, * if this array is empty, milvus will generate unique id for each vector, * specify id for each entity, * if this array is empty, milvus will generate unique id for each entity, * and return all ids by this parameter. * * @return Indicate if vector array are inserted successfully * @return Indicate if entity array are inserted successfully */ virtual Status Insert(const std::string& table_name, const std::string& partition_tag, const std::vector<RowRecord>& record_array, Insert(const std::string& collection_name, const std::string& partition_tag, const std::vector<Entity>& entity_array, std::vector<int64_t>& id_array) = 0; /** * @brief Get vector data by id * @brief Get entity data by id * * This method is used to get vector data by id from a table. * Return the first found vector if there are vectors with duplicated id * This method is used to get entity data by id from a collection. * Return the first found entity if there are entities with duplicated id * * @param table_name, target table's name. * @param vector_id, target vector id. * @param vector_data, returned vector data. * @param collection_name, target collection's name. * @param entity_id, target entity id. * @param entity_data, returned entity data. * * @return Indicate if the operation is succeed. */ virtual Status GetVectorByID(const std::string& table_name, int64_t vector_id, RowRecord& vector_data) = 0; GetEntityByID(const std::string& collection_name, int64_t entity_id, Entity& entity_data) = 0; /** * @brief Get vector ids from a segment * @brief Get entity ids from a segment * * This method is used to get vector ids from a segment * Return all vector(not deleted) ids * This method is used to get entity ids from a segment * Return all entity(not deleted) ids * * @param table_name, target table's name. * @param collection_name, target collection's name. * @param segment_name, target segment name. * @param id_array, returned vector id array. * @param id_array, returned entity id array. * * @return Indicate if the operation is succeed. */ virtual Status GetIDsInSegment(const std::string& table_name, const std::string& segment_name, std::vector<int64_t>& id_array) = 0; GetIDsInSegment(const std::string& collection_name, const std::string& segment_name, std::vector<int64_t>& id_array) = 0; /** * @brief Search vector * @brief Search entities in a collection * * This method is used to query vector in table. * This method is used to query entity in collection. * * @param table_name, target table's name. * @param collection_name, target collection's name. * @param partition_tag_array, target partitions, keep empty if no partition specified. * @param query_record_array, vectors to be queried. * @param topk, how many similarity vectors will be returned. Loading @@ -331,79 +351,59 @@ class Connection { */ virtual Status Search(const std::string& table_name, const PartitionTagList& partition_tag_array, const std::vector<RowRecord>& query_record_array, int64_t topk, const std::vector<Entity>& query_record_array, int64_t topk, const std::string& extra_params, TopKQueryResult& topk_query_result) = 0; /** * @brief Show table description * @brief Show collection description * * This method is used to show table information. * This method is used to show collection information. * * @param table_name, target table's name. * @param table_schema, table_schema is given when operation is successful. * @param collection_name, target collection's name. * @param collection_schema, collection_schema is given when operation is successful. * * @return Indicate if this operation is successful. */ virtual Status DescribeTable(const std::string& table_name, TableSchema& table_schema) = 0; DescribeCollection(const std::string& collection_name, TableSchema& collection_schema) = 0; /** * @brief Get table row count * @brief Get collection row count * * This method is used to get table row count. * This method is used to get collection row count. * * @param table_name, target table's name. * @param row_count, table total row count(including partitions). * @param collection_name, target collection's name. * @param entity_count, collection total entity count(including partitions). * * @return Indicate if this operation is successful. */ virtual Status CountTable(const std::string& table_name, int64_t& row_count) = 0; CountCollection(const std::string& collection_name, int64_t& entity_count) = 0; /** * @brief Show all tables in database * @brief Show all collections in database * * This method is used to list all tables. * This method is used to list all collections. * * @param table_array, all tables in database. * @param collection_array, all collections in database. * * @return Indicate if this operation is successful. */ virtual Status ShowTables(std::vector<std::string>& table_array) = 0; ShowCollections(std::vector<std::string>& collection_array) = 0; /** * @brief Show table information * @brief Show collections information * * This method is used to get detail information of a table. * This method is used to get detail information of a collections. * * @param table_name, target table's name. * @param table_info, target table's information * @param collections_name, target collections's name. * @param collections_info, target collections's information * * @return Indicate if this operation is successful. */ virtual Status ShowTableInfo(const std::string& table_name, TableInfo& table_info) = 0; /** * @brief Give the client version * * This method is used to give the client version. * * @return Client version. */ virtual std::string ClientVersion() const = 0; /** * @brief Give the server version * * This method is used to give the server version. * * @return Server version. */ virtual std::string ServerVersion() const = 0; ShowCollectionInfo(const std::string& collections_name, TableInfo& collections_info) = 0; /** * @brief Give the server status Loading @@ -415,16 +415,6 @@ class Connection { virtual std::string ServerStatus() const = 0; /** * @brief dump server tasks information * * This method is internal used. * * @return Task information in tasktables. */ virtual std::string DumpTaskTables() const = 0; /** * [deprecated] * @brief delete tables by vector id Loading
sdk/interface/ConnectionImpl.cpp +0 −5 Original line number Diff line number Diff line Loading @@ -130,11 +130,6 @@ ConnectionImpl::ServerStatus() const { return client_proxy_->ServerStatus(); } std::string ConnectionImpl::DumpTaskTables() const { return client_proxy_->DumpTaskTables(); } Status ConnectionImpl::DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) { return client_proxy_->DeleteByID(table_name, id_array); Loading
sdk/interface/ConnectionImpl.h +0 −3 Original line number Diff line number Diff line Loading @@ -86,9 +86,6 @@ class ConnectionImpl : public Connection { std::string ServerStatus() const override; std::string DumpTaskTables() const override; Status DeleteByID(const std::string& table_name, const std::vector<int64_t>& id_array) override; Loading