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https://gitee.com/dromara/MilvusPlus.git
synced 2025-12-06 08:58:26 +08:00
增加solon支持
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@ -6,7 +6,7 @@
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<artifactId>milvus-plus-core</artifactId>
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<version>2.4.0-SNAPSHOT</version>
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<name>milvus-plus-core</name>
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<description>a tool about milvus-plus</description>
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<description>a tool about milvus-plus-core</description>
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<url>https://github.com/javpower/milvus-plus</url>
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<licenses>
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<license>
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29
milvus-plus-solon-starter/.gitignore
vendored
Executable file
29
milvus-plus-solon-starter/.gitignore
vendored
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target/
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!.mvn/wrapper/maven-wrapper.jar
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### STS ###
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.apt_generated
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.classpath
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.factorypath
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.project
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.settings
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.springBeans
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### IntelliJ IDEA ###
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.idea
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*.iws
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*.iml
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*.ipr
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*.log
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*.flattened-pom.xml
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### NetBeans ###
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nbproject/private/
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build/
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nbbuild/
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dist/
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nbdist/
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.nb-gradle/
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### Mac files ###
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*.DS_Store
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70
milvus-plus-solon-starter/pom.xml
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70
milvus-plus-solon-starter/pom.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0"
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<parent>
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<groupId>org.noear</groupId>
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<artifactId>solon-parent</artifactId>
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<version>2.7.6</version>
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<relativePath />
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</parent>
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<groupId>io.github.javpower</groupId>
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<artifactId>milvus-plus-solon-starter</artifactId>
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<version>1.0</version>
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<packaging>jar</packaging>
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<description>milvus-plus-solon-starter</description>
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<properties>
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<java.version>1.8</java.version>
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</properties>
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<dependencies>
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<dependency>
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<groupId>io.github.javpower</groupId>
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<artifactId>milvus-plus-core</artifactId>
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<version>2.4.0-SNAPSHOT</version>
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</dependency>
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<dependency>
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<groupId>org.noear</groupId>
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<artifactId>solon-web</artifactId>
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</dependency>
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<dependency>
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<groupId>org.noear</groupId>
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<artifactId>solon.logging.logback</artifactId>
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</dependency>
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<dependency>
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<groupId>org.noear</groupId>
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<artifactId>solon-test</artifactId>
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<scope>test</scope>
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</dependency>
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</dependencies>
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<build>
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<finalName>${project.artifactId}</finalName>
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<plugins>
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<plugin>
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<groupId>org.noear</groupId>
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<artifactId>solon-maven-plugin</artifactId>
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</plugin>
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</plugins>
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</build>
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<repositories>
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<repository>
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<id>tencent</id>
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<url>https://mirrors.cloud.tencent.com/nexus/repository/maven-public/</url>
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<snapshots>
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<enabled>false</enabled>
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</snapshots>
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</repository>
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</repositories>
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</project>
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11
milvus-plus-solon-starter/src/main/java/io/github/javpower/solon/App.java
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11
milvus-plus-solon-starter/src/main/java/io/github/javpower/solon/App.java
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package io.github.javpower.solon;
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import org.noear.solon.Solon;
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import org.noear.solon.annotation.SolonMain;
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@SolonMain
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public class App {
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public static void main(String[] args) {
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Solon.start(App.class, args);
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}
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}
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package io.github.javpower.solon;
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import com.alibaba.fastjson.JSONObject;
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import io.github.javpower.milvus.plus.model.vo.MilvusResp;
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import io.github.javpower.milvus.plus.model.vo.MilvusResult;
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import io.github.javpower.solon.test.model.Face;
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import io.github.javpower.solon.test.test.FaceMilvusMapper;
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import io.milvus.v2.service.vector.response.DeleteResp;
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import io.milvus.v2.service.vector.response.InsertResp;
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import io.milvus.v2.service.vector.response.UpsertResp;
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import lombok.extern.slf4j.Slf4j;
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import org.noear.solon.annotation.Controller;
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import org.noear.solon.annotation.Get;
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import org.noear.solon.annotation.Inject;
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import org.noear.solon.annotation.Mapping;
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import java.util.ArrayList;
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import java.util.List;
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@Controller
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@Slf4j
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public class DemoController {
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@Inject
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FaceMilvusMapper mapper;
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@Mapping("/test")
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@Get
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public void hello() {
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Face face=new Face();
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List<Float> vector = new ArrayList<>();
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for (int i = 0; i < 128; i++) {
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vector.add((float) (Math.random() * 100)); // 这里仅作为示例使用随机数
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}
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face.setPersonId(1l);
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face.setFaceVector(vector);
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//新增
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List<Face> faces=new ArrayList<>();
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for (int i = 1; i < 10 ;i++){
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Face face1=new Face();
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face1.setPersonId(Long.valueOf(i));
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List<Float> vector1 = new ArrayList<>();
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for (int j = 0; j < 128; j++) {
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vector1.add((float) (Math.random() * 100)); // 这里仅作为示例使用随机数
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}
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face1.setFaceVector(vector1);
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faces.add(face1);
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}
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MilvusResp<InsertResp> insert = mapper.insert(faces.toArray(faces.toArray(new Face[0]))); log.info("insert--{}", JSONObject.toJSONString(insert));
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//id查询
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MilvusResp<List<MilvusResult<Face>>> query = mapper.getById(9l);
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log.info("query--getById---{}", JSONObject.toJSONString(query));
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//向量查询
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MilvusResp<List<MilvusResult<Face>>> query1 = mapper.queryWrapper()
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.vector(Face::getFaceVector, vector)
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.ne(Face::getPersonId, 1L)
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.topK(3)
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.query();
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log.info("向量查询 query--queryWrapper---{}", JSONObject.toJSONString(query1));
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//标量查询
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MilvusResp<List<MilvusResult<Face>>> query2 = mapper.queryWrapper()
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.eq(Face::getPersonId, 2L)
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.topK(3)
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.query();
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log.info("标量查询 query--queryWrapper---{}", JSONObject.toJSONString(query2));
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//更新
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vector.clear();
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for (int i = 0; i < 128; i++) {
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vector.add((float) (Math.random() * 100)); // 这里仅作为示例使用随机数
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}
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MilvusResp<UpsertResp> update = mapper.updateById(face);log.info("update--{}", JSONObject.toJSONString(update));
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//id查询
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MilvusResp<List<MilvusResult<Face>>> query3 = mapper.getById(1L);log.info("query--getById---{}", JSONObject.toJSONString(query3));
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//删除
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MilvusResp<DeleteResp> remove = mapper.removeById(1L);log.info("remove--{}", JSONObject.toJSONString(remove));
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//查询
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MilvusResp<List<MilvusResult<Face>>> query4 = mapper.getById(1L);log.info("query--{}", JSONObject.toJSONString(query4));
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}
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}
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package io.github.javpower.solon.entity;
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import lombok.Data;
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import org.noear.solon.annotation.Component;
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import org.noear.solon.annotation.Inject;
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import java.util.List;
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/**
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* @author xgc
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**/
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@Data
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@Component
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public class MilvusProperties {
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@Inject("${milvus.enable}")
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private boolean enable;
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@Inject("${milvus.uri}")
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private String uri;
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@Inject("${milvus.token}")
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private String token;
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@Inject("${milvus.packages}")
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private List<String> packages;
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}
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package io.github.javpower.solon.mapper;
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import io.github.javpower.milvus.plus.core.mapper.BaseMilvusMapper;
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import io.github.javpower.solon.service.MilvusInit;
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import io.milvus.v2.client.MilvusClientV2;
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public class MilvusMapper<T> extends BaseMilvusMapper<T> {
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@Override
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public MilvusClientV2 getClient() {
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return MilvusInit.client;
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}
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}
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package io.github.javpower.solon.service;
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import io.github.javpower.milvus.plus.service.AbstractMilvusClientBuilder;
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import io.github.javpower.solon.entity.MilvusProperties;
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import io.milvus.v2.client.MilvusClientV2;
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import org.noear.solon.annotation.Component;
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import org.noear.solon.annotation.Init;
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import org.noear.solon.annotation.Inject;
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import org.noear.solon.core.bean.LifecycleBean;
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import org.springframework.beans.BeanUtils;
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@Component
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public class MilvusInit extends AbstractMilvusClientBuilder implements LifecycleBean {
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public static MilvusClientV2 client;
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@Inject
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MilvusProperties milvusProperties;
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// Spring会调用这个方法来初始化client
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@Init
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public void initialize() {
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io.github.javpower.milvus.plus.model.MilvusProperties milvusProperties1=new io.github.javpower.milvus.plus.model.MilvusProperties();
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BeanUtils.copyProperties(milvusProperties,milvusProperties1);
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super.setProperties(milvusProperties1);
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super.initialize();
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client = getClient();
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}
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@Override
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public void start() throws Throwable {
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}
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@Override
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public void stop() throws Throwable {
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super.close();
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LifecycleBean.super.stop();
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}
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}
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package io.github.javpower.solon.test.model;
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import io.github.javpower.milvus.plus.annotation.ExtraParam;
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import io.github.javpower.milvus.plus.annotation.MilvusCollection;
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import io.github.javpower.milvus.plus.annotation.MilvusField;
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import io.github.javpower.milvus.plus.annotation.MilvusIndex;
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import io.milvus.v2.common.DataType;
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import io.milvus.v2.common.IndexParam;
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import lombok.Data;
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import java.util.List;
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@Data
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@MilvusCollection(name = "face_collection") // 指定Milvus集合的名称
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public class Face {
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@MilvusField(
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name = "person_id", // 字段名称
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dataType = DataType.Int64, // 数据类型为64位整数
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isPrimaryKey = true, // 标记为主键
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autoID = false // 假设这个ID是自动生成的
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)
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private Long personId; // 人员的唯一标识符
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@MilvusField(
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name = "face_vector", // 字段名称
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dataType = DataType.FloatVector, // 数据类型为浮点型向量
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dimension = 128 // 向量维度,假设人脸特征向量的维度是128
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)
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@MilvusIndex(
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indexType = IndexParam.IndexType.IVF_FLAT, // 使用IVF_FLAT索引类型
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metricType = IndexParam.MetricType.L2, // 使用L2距离度量类型
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indexName = "face_index", // 索引名称
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extraParams = { // 指定额外的索引参数
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@ExtraParam(key = "nlist", value = "100") // 例如,IVF的nlist参数
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}
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)
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private List<Float> faceVector; // 存储人脸特征的向量
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}
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package io.github.javpower.solon.test.test;
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import io.github.javpower.solon.mapper.MilvusMapper;
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import io.github.javpower.solon.test.model.Face;
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import org.noear.solon.annotation.Component;
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@Component
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public class FaceMilvusMapper extends MilvusMapper<Face> {
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}
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13
milvus-plus-solon-starter/src/main/resources/app.yml
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13
milvus-plus-solon-starter/src/main/resources/app.yml
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server.port: 8880
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solon.app:
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name: 'milvus-plus-solon'
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group: 'milvus'
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milvus:
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uri: https://in03-a5357975ab80da7.api.gcp-us-west1.zillizcloud.com
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token: xxx
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enable: true
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packages:
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- io.github.javpower.solon.test.model
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@ -3,7 +3,7 @@ server:
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milvus:
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uri: https://in03-a5357975ab80da7.api.gcp-us-west1.zillizcloud.com
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token: XXXx
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token: 6fab5641a3156d2666feba14390e4ef4b6d376b5dce91faed303eec91a4bdb82239b70b29eb252b981daa3170516245818d4ee12
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enable: true
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packages:
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- io.github.javpower.milvus.demo.model
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