MallZoneMinuteCountDataConsumer.java
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package com.viontech.keliu.consumer;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.viontech.keliu.constants.KafkaConstants;
import com.viontech.keliu.constants.ProcessConstants;
import com.viontech.keliu.constants.RedisConstants;
import com.viontech.keliu.dao.DZoneMinuteCountDataDao;
import com.viontech.keliu.entity.ZoneCountData;
import com.viontech.keliu.service.SpeedStatService;
import lombok.extern.slf4j.Slf4j;
import org.apache.kafka.clients.consumer.ConsumerRecord;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.kafka.annotation.KafkaListener;
import org.springframework.kafka.support.Acknowledgment;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import javax.annotation.Resource;
import java.util.*;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Future;
import java.util.stream.Collectors;
@Slf4j
@Component
public class MallZoneMinuteCountDataConsumer {
@Value("${vion.consumer.mallZoneMinuteCount.batchSize:20}")
private Integer batchSize;
@Value("${vion.consumer.mallZoneMinuteCount.batchThreadNum:5}")
private Integer batchThreadNum;
@Autowired
private ObjectMapper objectMapper;
@Resource
private DZoneMinuteCountDataDao dZoneMinuteCountDataDao;
@Resource
private SpeedStatService speedStatService;
@KafkaListener(topics = KafkaConstants.MALL_ZONE_MINUTE_COUNT_DATA_TOPIC
, autoStartup = "${vion.consumer.mallZoneMinuteCount.autoStartup:false}"
, groupId = "MallZoneMinuteCountToDb"
, concurrency = "${vion.consumer.mallZoneMinuteCount.concurrency:1}")
public void consumerMallZoneMinuteCount(List<ConsumerRecord<String, String>> recordList, Acknowledgment ack) {
if (CollectionUtils.isEmpty(recordList)) {
return;
}
try {
long startTime = System.currentTimeMillis();
List<ZoneCountData> dataList = new ArrayList<>();
for (ConsumerRecord<String, String> consumerRecord : recordList) {
try {
ZoneCountData dataContent = objectMapper.readValue(consumerRecord.value(), ZoneCountData.class);
if (dataContent != null) {
dataList.add(dataContent);
}
} catch (Exception ee) {
log.error("处理Mall_ZoneMinuteCount.offset={}, JsonDeserializerThrowable={}", consumerRecord.offset(), ee.getMessage(), ee);
}
}
if (!CollectionUtils.isEmpty(dataList)) {
// 先插入再更新
List<ZoneCountData> insertList = dataList.stream().filter(d -> ProcessConstants.DbOperationType.INSERT.equals(d.getOperationType())).collect(Collectors.toList());
batchHandle(insertList, ProcessConstants.DbOperationType.INSERT);
List<ZoneCountData> updateList = dataList.stream().filter(d -> ProcessConstants.DbOperationType.UPDATE.equals(d.getOperationType())).collect(Collectors.toList());
batchHandle(updateList, ProcessConstants.DbOperationType.UPDATE);
}
log.info("处理Mall_ZoneMinuteCount, batchHandle, {}条，耗时：{} ms", dataList.size(), System.currentTimeMillis() - startTime);
} catch (Throwable exx) {
log.error("处理Mall_ZoneMinuteCount.Throwable={}", exx.getMessage(), exx);
}
ack.acknowledge();
}
/**
* 分批处理
* @param recordList
*/
private void batchHandle(List<ZoneCountData> recordList, String operationType) {
if (CollectionUtils.isEmpty(recordList)) {
return;
}
// 总记录数
int total = recordList.size();
ExecutorService threadPool = Executors.newFixedThreadPool(batchThreadNum);
List<Future> futureList = new ArrayList<>();
for (int i = 0; i < total; i += batchSize) {
List<ZoneCountData> subList = recordList.subList(i, Math.min(i + batchSize, total));
Future<?> future = threadPool.submit(() -> {
try {
if (ProcessConstants.DbOperationType.INSERT.equals(operationType)) {
insertHandle(subList);
} else if (ProcessConstants.DbOperationType.UPDATE.equals(operationType)) {
updateHandle(subList);
}
} catch (Exception ex) {
log.error("处理Mall_ZoneMinuteCount分批处理, batchSize={}, batchException={}", subList.size(), ex.getMessage(), ex);
}
});
futureList.add(future);
}
threadPool.shutdown();
for (Future future : futureList) {
try {
future.get();
} catch (Exception e) {
log.error("batchHandle.getFuture.Exception={}", e.getMessage(), e);
}
}
}
/**
* 处理插入操作
* 首先进行批量插入，插入失败后单条插入
* @param insertList
*/
private void insertHandle(List<ZoneCountData> insertList) {
if (CollectionUtils.isEmpty(insertList)) {
return;
}
// 成功插入条数
Integer insertCount = 0;
try {
dZoneMinuteCountDataDao.batchInsert(insertList);
insertCount = insertList.size();
} catch (Exception ex) {
log.error("处理Mall_ZoneMinuteCount.insertHandle={}, batchInsert.Exception={}", insertList.size(), ex.getMessage(), ex);
log.info("准备二次单条插入，处理Mall_ZoneMinuteCount.insertHandle={}, batchInsert.Exception={}", insertList.size(), ex.getMessage());
for (ZoneCountData countData : insertList) {
try {
dZoneMinuteCountDataDao.insert(countData);
insertCount = insertCount + 1;
} catch (Exception e) {
try {
log.info("数据二次写入错误:{}", objectMapper.writeValueAsString(countData));
log.error("数据二次写入错误:{}", e.getMessage(), e);
} catch (Exception ee) {
log.error("数据二次写入错误日志:{}", ee.getMessage(), ee);
}
}
}
}
speedStatService.stat(RedisConstants.PDS_MALLZONEMINUTECOUNT_WRITE, insertCount);
}
/**
* 处理更新操作
* 首先进行批量插入，插入失败后单条插入
* @param updateList
*/
private void updateHandle(List<ZoneCountData> updateList) {
if (CollectionUtils.isEmpty(updateList)) {
return;
}
// 成功插入条数
Integer updateCount = 0;
try {
dZoneMinuteCountDataDao.batchUpdate(updateList);
updateCount = updateList.size();
} catch (Exception ex) {
log.error("处理Mall_ZoneMinuteCount.updateHandle={}, batchUpdate.Exception={}", updateList.size(), ex.getMessage(), ex);
log.info("准备二次单条更新，处理Mall_ZoneMinuteCount.updateHandle={}, batchUpdate.Exception={}", updateList.size(), ex.getMessage());
for (ZoneCountData countData : updateList) {
try {
dZoneMinuteCountDataDao.update(countData);
updateCount = updateCount + 1;
} catch (Exception e) {
try {
log.info("数据二次更新错误:{}", objectMapper.writeValueAsString(countData));
log.error("数据二次更新错误:{}", e.getMessage(), e);
} catch (Exception ee) {
log.error("数据二次更新错误日志:{}", ee.getMessage(), ee);
}
}
}
}
speedStatService.stat(RedisConstants.PDS_MALLZONEMINUTECOUNT_WRITE, updateCount);
}
}