// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use this file except in compliance // with the License. You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // nolint package milvusclient_test import ( "context" "fmt" "github.com/milvus-io/milvus/client/v2/column" "github.com/milvus-io/milvus/client/v2/milvusclient" ) func ExampleClient_Insert_columnbase() { ctx, cancel := context.WithCancel(context.Background()) defer cancel() cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{ Address: milvusAddr, }) if err != nil { // handle error } defer cli.Close(ctx) resp, err := cli.Insert(ctx, milvusclient.NewColumnBasedInsertOption("quick_setup"). WithInt64Column("id", []int64{1, 2, 3, 4, 5, 6, 7, 8, 9}). WithVarcharColumn("color", []string{"pink_8682", "red_7025", "orange_6781", "pink_9298", "red_4794", "yellow_4222", "red_9392", "grey_8510", "white_9381", "purple_4976"}). WithFloatVectorColumn("vector", 5, [][]float32{ {0.3580376395471989, -0.6023495712049978, 0.18414012509913835, -0.26286205330961354, 0.9029438446296592}, {0.19886812562848388, 0.06023560599112088, 0.6976963061752597, 0.2614474506242501, 0.838729485096104}, {0.43742130801983836, -0.5597502546264526, 0.6457887650909682, 0.7894058910881185, 0.20785793220625592}, {0.3172005263489739, 0.9719044792798428, -0.36981146090600725, -0.4860894583077995, 0.95791889146345}, {0.4452349528804562, -0.8757026943054742, 0.8220779437047674, 0.46406290649483184, 0.30337481143159106}, {0.985825131989184, -0.8144651566660419, 0.6299267002202009, 0.1206906911183383, -0.1446277761879955}, {0.8371977790571115, -0.015764369584852833, -0.31062937026679327, -0.562666951622192, -0.8984947637863987}, {-0.33445148015177995, -0.2567135004164067, 0.8987539745369246, 0.9402995886420709, 0.5378064918413052}, {0.39524717779832685, 0.4000257286739164, -0.5890507376891594, -0.8650502298996872, -0.6140360785406336}, {0.5718280481994695, 0.24070317428066512, -0.3737913482606834, -0.06726932177492717, -0.6980531615588608}, }), ) if err != nil { // handle err } fmt.Println(resp) } func ExampleClient_Insert_binaryVector() { ctx, cancel := context.WithCancel(context.Background()) defer cancel() cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{ Address: milvusAddr, }) if err != nil { // handle error } defer cli.Close(ctx) resp, err := cli.Insert(ctx, milvusclient.NewColumnBasedInsertOption("quick_setup"). WithBinaryVectorColumn("binary_vector", 128, [][]byte{ {0b10011011, 0b01010100, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, {0b10011011, 0b01010101, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, })) if err != nil { // handle err } fmt.Println(resp) } func ExampleClient_Insert_jsonData() { ctx, cancel := context.WithCancel(context.Background()) defer cancel() cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{ Address: milvusAddr, }) if err != nil { // handle error } defer cli.Close(ctx) resp, err := cli.Insert(ctx, milvusclient.NewColumnBasedInsertOption("my_json_collection"). WithInt64Column("pk", []int64{1, 2, 3, 4}). WithFloatVectorColumn("embedding", 3, [][]float32{ {0.12, 0.34, 0.56}, {0.56, 0.78, 0.90}, {0.91, 0.18, 0.23}, {0.56, 0.38, 0.21}, }).WithColumns( column.NewColumnJSONBytes("metadata", [][]byte{ []byte(`{ "product_info": {"category": "electronics", "brand": "BrandA"}, "price": 99.99, "in_stock": True, "tags": ["summer_sale"] }`), []byte(`null`), []byte(`null`), []byte(`"metadata": { "product_info": {"category": None, "brand": "BrandB"}, "price": 59.99, "in_stock": None }`), }), )) if err != nil { // handle err } fmt.Println(resp) } func ExampleClient_Upsert_columnBase() { ctx, cancel := context.WithCancel(context.Background()) defer cancel() cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{ Address: milvusAddr, }) if err != nil { // handle error } defer cli.Close(ctx) resp, err := cli.Upsert(ctx, milvusclient.NewColumnBasedInsertOption("quick_setup"). WithInt64Column("id", []int64{1, 2, 3, 4, 5, 6, 7, 8, 9}). WithVarcharColumn("color", []string{"pink_8682", "red_7025", "orange_6781", "pink_9298", "red_4794", "yellow_4222", "red_9392", "grey_8510", "white_9381", "purple_4976"}). WithFloatVectorColumn("vector", 5, [][]float32{ {0.3580376395471989, -0.6023495712049978, 0.18414012509913835, -0.26286205330961354, 0.9029438446296592}, {0.19886812562848388, 0.06023560599112088, 0.6976963061752597, 0.2614474506242501, 0.838729485096104}, {0.43742130801983836, -0.5597502546264526, 0.6457887650909682, 0.7894058910881185, 0.20785793220625592}, {0.3172005263489739, 0.9719044792798428, -0.36981146090600725, -0.4860894583077995, 0.95791889146345}, {0.4452349528804562, -0.8757026943054742, 0.8220779437047674, 0.46406290649483184, 0.30337481143159106}, {0.985825131989184, -0.8144651566660419, 0.6299267002202009, 0.1206906911183383, -0.1446277761879955}, {0.8371977790571115, -0.015764369584852833, -0.31062937026679327, -0.562666951622192, -0.8984947637863987}, {-0.33445148015177995, -0.2567135004164067, 0.8987539745369246, 0.9402995886420709, 0.5378064918413052}, {0.39524717779832685, 0.4000257286739164, -0.5890507376891594, -0.8650502298996872, -0.6140360785406336}, {0.5718280481994695, 0.24070317428066512, -0.3737913482606834, -0.06726932177492717, -0.6980531615588608}, }), ) if err != nil { // handle err } fmt.Println(resp) } func ExampleClient_Delete() { ctx, cancel := context.WithCancel(context.Background()) defer cancel() cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{ Address: milvusAddr, }) if err != nil { // handle error } defer cli.Close(ctx) res, err := cli.Delete(ctx, milvusclient.NewDeleteOption("quick_setup"). WithInt64IDs("id", []int64{1, 2, 3})) if err != nil { // handle error } fmt.Println(res.DeleteCount) }