easyexcel的底層是poi,它是對poi的封裝,原理是在讀取excel文件達到一定的數量後進行清空內存,並再繼續讀取內容,從而達到防止內存溢出的問題。
64M內存1分鐘內讀取75M(46W行25列)的Excel:
簡單上手三步驟:
1、編寫監聽器,當讀取數據達到一定數量時進行操作,並清空內存空間
package com.alibaba.easyexcel.test.temp.read;
import java.util.Map;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.alibaba.excel.context.AnalysisContext;
import com.alibaba.excel.event.AnalysisEventListener;
import com.alibaba.excel.metadata.CellData;
import com.alibaba.fastjson.JSON;
/**
* 模板的讀取類
*
* @author
*/
public class HDListener extends AnalysisEventListener<HeadReadData> {
private static final Logger LOGGER = LoggerFactory.getLogger(HDListener.class);
/**
* 每隔5條存儲數據庫,實際使用中可以3000條,然後清理list ,方便內存回收
*/
private static final int BATCH_COUNT = 5;
@Override
public void invokeHeadMap(Map<Integer, String> headMap, AnalysisContext context) {
LOGGER.info("HEAD:{}", JSON.toJSONString(headMap));
LOGGER.info("total:{}", context.readSheetHolder().getTotal());
}
@Override
public void invoke(HeadReadData data, AnalysisContext context) {
LOGGER.info("index:{}", context.readRowHolder().getRowIndex());
LOGGER.info("解析到一條數據:{}", JSON.toJSONString(data));
}
@Override
public void doAfterAllAnalysed(AnalysisContext context) {
LOGGER.info("所有數據解析完成!");
}
}
2、編寫讀取excel文件的對象,會根據該對象進行數據封裝返回
package com.alibaba.easyexcel.test.temp.read;
import com.alibaba.excel.annotation.ExcelProperty;
import lombok.Data;
import lombok.experimental.Accessors;
/**
* 臨時測試
*
* @author
**/
@Data
@Accessors(chain = true)
public class HeadReadData {
@ExcelProperty("頭1")
private String h1;
@ExcelProperty({"頭", "頭2"})
private String h2;
}
3、創建easyexcel讀取對象讀取文件內容
package com.alibaba.easyexcel.test.temp.read;
import java.io.File;
import org.junit.Ignore;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.alibaba.excel.EasyExcel;
import com.alibaba.excel.cache.Ehcache;
/**
* 臨時測試
*
* @author
**/
@Ignore
public class HeadReadTest {
private static final Logger LOGGER = LoggerFactory.getLogger(HeadReadTest.class);
@Test
public void test() throws Exception {
File file = new File("D:\\test\\headt1.xls");
EasyExcel.read(file, HeadReadData.class, new HDListener()).sheet(0).doRead();
}
}