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优化测试代码结构

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This commit is contained in:
code2tan 2024-06-03 23:02:37 +08:00
parent 66e05d606e
commit 9e81fec263
2 changed files with 44 additions and 37 deletions
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77
milvus-spring-demo/src/main/java/org/dromara/milvus/demo/ApplicationRunnerTest.java
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@ -1,18 +1,20 @@
package org.dromara.milvus.demo;
import com.alibaba.fastjson.JSONObject;
import org.dromara.milvus.demo.model.Face;
import org.dromara.milvus.demo.test.FaceMilvusMapper;
import org.dromara.milvus.plus.model.vo.MilvusResp;
import org.dromara.milvus.plus.model.vo.MilvusResult;
import io.milvus.v2.service.vector.response.InsertResp;
import lombok.extern.slf4j.Slf4j;
import org.dromara.milvus.demo.mapper.FaceMilvusMapper;
import org.dromara.milvus.demo.model.Face;
import org.dromara.milvus.plus.model.vo.MilvusResp;
import org.dromara.milvus.plus.model.vo.MilvusResult;
import org.springframework.boot.ApplicationArguments;
import org.springframework.boot.ApplicationRunner;
import org.springframework.stereotype.Component;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import java.util.stream.LongStream;
@Component
@Slf4j
@ -25,52 +27,57 @@ public class ApplicationRunnerTest implements ApplicationRunner {
@Override
public void run(ApplicationArguments args) {
face();
insertFace();
getByIdTest();
vectorQuery();
scalarQuery();
}
private void face(){
Face face=new Face();
List<Float> vector = new ArrayList<>();
for (int i = 0; i < 128; i++) {
vector.add((float) (Math.random() * 100)); // 这里仅作为示例使用随机数
}
face.setPersonId(1l);
face.setFaceVector(vector);
private void insertFace() {
List<Face> faces = LongStream.range(1, 10)
.mapToObj(i -> {
Face faceTmp = new Face();
faceTmp.setPersonId(i);
List<Float> vectorTmp = IntStream.range(0, 128)
.mapToObj(j -> (float) (Math.random() * 100))
.collect(Collectors.toList());
faceTmp.setFaceVector(vectorTmp);
faceTmp.setPersonName(i % 2 == 0 ? "张三" + i : "李四" + i);
return faceTmp;
})
.collect(Collectors.toList());
//新增
List<Face> faces=new ArrayList<>();
for (int i = 1; i < 10 ;i++){
Face face1=new Face();
face1.setPersonId(Long.valueOf(i));
List<Float> vector1 = new ArrayList<>();
for (int j = 0; j < 128; j++) {
vector1.add((float) (Math.random() * 100)); // 这里仅作为示例使用随机数
}
face1.setFaceVector(vector1);
if(i%2==0){
face1.setPersonName("张三"+i);
}else {
face1.setPersonName("李四"+i);
}
faces.add(face1);
}
MilvusResp<InsertResp> insert = mapper.insertWrapper().partition("face_001").insert(faces.toArray(new Face[0]));
MilvusResp<InsertResp> insert = mapper.insertWrapper()
.partition("face_001")
.insert(faces.toArray(new Face[0]));
log.info("insert--{}", JSONObject.toJSONString(insert));
//MilvusResp<InsertResp> insert = mapper.insert(faces.toArray(faces.toArray(new Face[0]))); log.info("insert--{}", JSONObject.toJSONString(insert));
}
public void getByIdTest() {
//id查询
MilvusResp<List<MilvusResult<Face>>> query = mapper.getById(9l);
MilvusResp<List<MilvusResult<Face>>> query = mapper.getById(9L);
log.info("query--getById---{}", JSONObject.toJSONString(query));
}
public void vectorQuery() {
//向量查询
List<Float> vector = IntStream.range(0, 128)
.mapToObj(i -> (float) (Math.random() * 100))
.collect(Collectors.toList());
MilvusResp<List<MilvusResult<Face>>> query1 = mapper.queryWrapper()
.vector(Face::getFaceVector, vector)
.like(Face::getPersonName, "张三")
.topK(3)
.query();
log.info("向量查询 query--queryWrapper---{}", JSONObject.toJSONString(query1));
}
public void scalarQuery() {
//标量查询
MilvusResp<List<MilvusResult<Face>>> query2 = mapper.queryWrapper()
.eq(Face::getPersonId, 2L)
.limit(3l)
.limit(3L)
.query();
log.info("标量查询 query--queryWrapper---{}", JSONObject.toJSONString(query2));
}
}

2
milvus-spring-demo/src/main/java/org/dromara/milvus/demo/test/FaceMilvusMapper.java → milvus-spring-demo/src/main/java/org/dromara/milvus/demo/mapper/FaceMilvusMapper.java
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@ -1,4 +1,4 @@
package org.dromara.milvus.demo.test;
package org.dromara.milvus.demo.mapper;
import org.dromara.milvus.demo.model.Face;
import org.dromara.milvus.plus.mapper.MilvusMapper;