mirror of https://github.com/milvus-io/milvus.git
481 lines
13 KiB
C++
481 lines
13 KiB
C++
// Licensed to the Apache Software Foundation (ASF) under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing,
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// software distributed under the License is distributed on an
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// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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// KIND, either express or implied. See the License for the
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// specific language governing permissions and limitations
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// under the License.
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#pragma once
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#include "Status.h"
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#include <memory>
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#include <string>
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#include <vector>
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/** \brief Milvus SDK namespace
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*/
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namespace milvus {
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/**
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* @brief Index Type
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*/
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enum class IndexType {
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INVALID = 0,
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FLAT = 1,
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IVFFLAT = 2,
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IVFSQ8 = 3,
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RNSG = 4,
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IVFSQ8H = 5,
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IVFPQ = 6,
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SPTAGKDT = 7,
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SPTAGBKT = 8,
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HNSW = 11,
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};
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enum class MetricType {
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L2 = 1, // Euclidean Distance
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IP = 2, // Cosine Similarity
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HAMMING = 3, // Hamming Distance
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JACCARD = 4, // Jaccard Distance
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TANIMOTO = 5, // Tanimoto Distance
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};
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/**
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* @brief Connect API parameter
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*/
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struct ConnectParam {
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std::string ip_address; ///< Server IP address
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std::string port; ///< Server PORT
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};
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/**
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* @brief Table Schema
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*/
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struct TableSchema {
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std::string table_name; ///< Table name
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int64_t dimension = 0; ///< Vector dimension, must be a positive value
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int64_t index_file_size = 0; ///< Index file size, must be a positive value
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MetricType metric_type = MetricType::L2; ///< Index metric type
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};
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/**
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* @brief Range information
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* for DATE range, the format is like: 'year-month-day'
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*/
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struct Range {
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std::string start_value; ///< Range start
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std::string end_value; ///< Range stop
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};
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/**
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* @brief Record inserted
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*/
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struct RowRecord {
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std::vector<float> float_data; ///< Vector raw float data
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std::vector<uint8_t> binary_data; ///< Vector raw binary data
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};
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/**
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* @brief TopK query result
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*/
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struct QueryResult {
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std::vector<int64_t> ids; ///< Query ids result
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std::vector<float> distances; ///< Query distances result
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};
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using TopKQueryResult = std::vector<QueryResult>; ///< Topk query result
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/**
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* @brief index parameters
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*/
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struct IndexParam {
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std::string table_name; ///< Table name for create index
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IndexType index_type; ///< Create index type
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int32_t nlist; ///< Index nlist
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};
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/**
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* @brief partition parameters
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*/
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struct PartitionParam {
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std::string table_name;
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std::string partition_name;
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std::string partition_tag;
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};
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using PartitionList = std::vector<PartitionParam>;
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/**
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* @brief SDK main class
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*/
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class Connection {
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public:
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/**
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* @brief CreateConnection
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*
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* Create a connection instance and return it's shared pointer
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*
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* @return Connection instance pointer
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*/
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static std::shared_ptr<Connection>
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Create();
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/**
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* @brief DestroyConnection
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*
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* Destroy the connection instance
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*
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* @param connection, the shared pointer to the instance to be destroyed
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*
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* @return if destroy is successful
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*/
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static Status
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Destroy(std::shared_ptr<Connection>& connection_ptr);
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/**
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* @brief Connect
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*
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* This method is used to connect server.
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* Connect function should be called before any operations.
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*
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* @param param, use to provide server information
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*
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* @return Indicate if connect is successful
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*/
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virtual Status
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Connect(const ConnectParam& param) = 0;
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/**
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* @brief Connect
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*
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* This method is used to connect server.
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* Connect function should be called before any operations.
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*
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* @param uri, use to provide server uri, example: milvus://ipaddress:port
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*
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* @return Indicate if connect is successful
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*/
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virtual Status
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Connect(const std::string& uri) = 0;
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/**
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* @brief connected
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*
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* This method is used to test whether server is connected.
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*
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* @return Indicate if connection status
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*/
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virtual Status
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Connected() const = 0;
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/**
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* @brief Disconnect
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*
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* This method is used to disconnect server.
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*
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* @return Indicate if disconnect is successful
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*/
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virtual Status
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Disconnect() = 0;
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/**
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* @brief Create table method
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*
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* This method is used to create table.
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*
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* @param param, use to provide table information to be created.
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*
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* @return Indicate if table is created successfully
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*/
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virtual Status
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CreateTable(const TableSchema& param) = 0;
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/**
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* @brief Test table existence method
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*
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* This method is used to create table.
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*
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* @param table_name, target table's name.
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*
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* @return Indicate if table is cexist
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*/
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virtual bool
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HasTable(const std::string& table_name) = 0;
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/**
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* @brief Drop table method
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*
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* This method is used to drop table(and its partitions).
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*
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* @param table_name, target table's name.
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*
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* @return Indicate if table is drop successfully.
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*/
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virtual Status
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DropTable(const std::string& table_name) = 0;
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/**
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* @brief Create index method
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*
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* This method is used to create index for whole table(and its partitions).
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*
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* @param IndexParam
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* table_name, table name is going to be create index.
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* index type,
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* nlist,
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* index file size
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*
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* @return Indicate if build index successfully.
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*/
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virtual Status
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CreateIndex(const IndexParam& index_param) = 0;
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/**
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* @brief Insert vector to table
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*
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* This method is used to insert vector array to table.
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*
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* @param table_name, target table's name.
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* @param partition_tag, target partition's tag, keep empty if no partition.
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* @param record_array, vector array is inserted.
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* @param id_array,
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* specify id for each vector,
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* if this array is empty, milvus will generate unique id for each vector,
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* and return all ids by this parameter.
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*
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* @return Indicate if vector array are inserted successfully
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*/
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virtual Status
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Insert(const std::string& table_name, const std::string& partition_tag, const std::vector<RowRecord>& record_array,
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std::vector<int64_t>& id_array) = 0;
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/**
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* @brief Search vector
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*
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* This method is used to query vector in table.
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*
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* @param table_name, target table's name.
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* @param partition_tags, target partitions, keep empty if no partition.
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* @param query_record_array, all vector are going to be queried.
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* @param query_range_array, [deprecated] time ranges, if not specified, will search in whole table
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* @param topk, how many similarity vectors will be searched.
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* @param nprobe, the number of centroids choose to search.
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* @param topk_query_result_array, result array.
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*
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* @return Indicate if query is successful.
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*/
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virtual Status
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Search(const std::string& table_name, const std::vector<std::string>& partition_tags,
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const std::vector<RowRecord>& query_record_array, const std::vector<Range>& query_range_array, int64_t topk,
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int64_t nprobe, TopKQueryResult& topk_query_result) = 0;
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/**
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* @brief Show table description
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*
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* This method is used to show table information.
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*
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* @param table_name, target table's name.
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* @param table_schema, table_schema is given when operation is successful.
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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DescribeTable(const std::string& table_name, TableSchema& table_schema) = 0;
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/**
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* @brief Get table row count
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*
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* This method is used to get table row count.
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*
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* @param table_name, target table's name.
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* @param row_count, table total row count(including partitions).
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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CountTable(const std::string& table_name, int64_t& row_count) = 0;
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/**
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* @brief Show all tables in database
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*
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* This method is used to list all tables.
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*
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* @param table_array, all tables in database.
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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ShowTables(std::vector<std::string>& table_array) = 0;
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/**
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* @brief Give the client version
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*
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* This method is used to give the client version.
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*
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* @return Client version.
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*/
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virtual std::string
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ClientVersion() const = 0;
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/**
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* @brief Give the server version
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*
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* This method is used to give the server version.
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*
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* @return Server version.
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*/
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virtual std::string
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ServerVersion() const = 0;
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/**
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* @brief Give the server status
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*
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* This method is used to give the server status.
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*
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* @return Server status.
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*/
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virtual std::string
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ServerStatus() const = 0;
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/**
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* @brief dump server tasks information
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*
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* This method is internal used.
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*
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* @return Task information in tasktables.
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*/
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virtual std::string
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DumpTaskTables() const = 0;
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/**
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* [deprecated]
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* @brief delete tables by date range
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*
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* This method is used to delete table data by date range.
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*
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* @param table_name, target table's name.
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* @param Range, table range to delete.
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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DeleteByDate(const std::string& table_name, const Range& range) = 0;
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/**
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* @brief preload table
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*
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* This method is used to preload table
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*
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* @param table_name
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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PreloadTable(const std::string& table_name) const = 0;
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/**
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* @brief describe index
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*
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* This method is used to describe index
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*
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* @param table_name, target table's name.
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* @param index_param, returned index information.
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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DescribeIndex(const std::string& table_name, IndexParam& index_param) const = 0;
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/**
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* @brief drop index
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*
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* This method is used to drop index of table(and its partitions)
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*
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* @param table_name, target table's name.
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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DropIndex(const std::string& table_name) const = 0;
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/**
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* @brief Create partition method
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*
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* This method is used to create table partition
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*
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* @param param, use to provide partition information to be created.
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*
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* @return Indicate if partition is created successfully
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*/
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virtual Status
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CreatePartition(const PartitionParam& param) = 0;
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/**
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* @brief Test table existence method
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*
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* This method is used to create table
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*
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* @param table_name, table name is going to be tested.
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* @param partition_array, partition array of the table.
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*
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* @return Indicate if this operation is successful
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*/
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virtual Status
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ShowPartitions(const std::string& table_name, PartitionList& partition_array) const = 0;
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/**
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* @brief Delete partition method
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*
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* This method is used to delete table partition.
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*
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* @param param, target partition to be deleted.
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* NOTE: if param.table_name is empty, you must specify param.partition_name,
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* else you can specify param.table_name and param.tag and let the param.partition_name be empty
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*
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* @return Indicate if partition is delete successfully.
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*/
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virtual Status
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DropPartition(const PartitionParam& param) = 0;
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/**
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* @brief Get config method
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*
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* This method is used to set config.
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*
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* @param node_name, config node name.
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* @param value, config value.
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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GetConfig(const std::string& node_name, std::string& value) const = 0;
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/**
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* @brief Set config method
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*
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* This method is used to set config.
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*
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* @param node_name, config node name.
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* @param value, config value.
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*
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* @return Indicate if this operation is successful.
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*/
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virtual Status
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SetConfig(const std::string& node_name, const std::string& value) const = 0;
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};
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} // namespace milvus
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