java多线程批量导出excel

该代码示例展示了如何使用Java的ExecutorService和ApachePOI库来批量导出Excel文件,通过设定每个线程处理的数据量和线程数量,优化了数据写入的效率。每批数据会被分配到不同的线程进行处理,生成单独的Excel文件。
import java.io.FileOutputStream;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import org.apache.poi.ss.usermodel.*;
import org.apache.poi.xssf.usermodel.XSSFWorkbook;

public class ExcelExporter {
    public static void main(String[] args) {
        // 模拟数据
        List<List<String>> dataList = new ArrayList<>();
        dataList.add(List.of("ID", "Name", "Age"));
        dataList.add(List.of("1", "John", "25"));
        dataList.add(List.of("2", "Mary", "30"));
        dataList.add(List.of("3", "Tom", "28"));

        // 设定每个线程处理的数据量和线程数
        int batchSize = 2;
        int threadCount = 2;

        // 创建线程池
        ExecutorService executor = Executors.newFixedThreadPool(threadCount);

        // 创建导出任务
        for (int i = 0; i < dataList.size(); i += batchSize) {
            int endIndex = Math.min(i + batchSize, dataList.size());
            List<List<String>> subList = dataList.subList(i, endIndex);
            Runnable exportTask = new ExportTask(subList);
            executor.execute(exportTask);
        }

        // 关闭线程池
        executor.shutdown();
    }

    static class ExportTask implements Runnable {
        private List<List<String>> dataList;

        public ExportTask(List<List<String>> dataList) {
            this.dataList = dataList;
        }

        @Override
        public void run() {
            try (Workbook workbook = new XSSFWorkbook();
                 FileOutputStream fileOut = new FileOutputStream("Export" + Thread.currentThread().getId() + ".xlsx")) {

                Sheet sheet = workbook.createSheet("Sheet1");
                int rowNum = 0;
                for (List<String> rowData : dataList) {
                    Row row = sheet.createRow(rowNum++);
                    int cellNum = 0;
                    for (String cellData : rowData) {
                        Cell cell = row.createCell(cellNum++);
                        cell.setCellValue(cellData);
                    }
                }
                workbook.write(fileOut);

                System.out.println("Exported by Thread " + Thread.currentThread().getId());
            } catch (Exception e) {
                e.printStackTrace();
            }
        }
    }
}

这个问题属于技术问题,我可以为您提供一些实现方案。您可以使用Apache POI库来导出Excel文件,同时使用Java多线程技术提高导出效率。具体实现可以参考以下代码示例: ```java import java.io.FileOutputStream; import java.util.ArrayList; import java.util.List; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; import org.apache.poi.ss.usermodel.Row; import org.apache.poi.ss.usermodel.Sheet; import org.apache.poi.xssf.streaming.SXSSFWorkbook; public class ExcelExportUtil { public static void exportDataToExcel(List<Data> dataList, int sheetSize, String filePath) { SXSSFWorkbook wb = new SXSSFWorkbook(); Sheet sh = null; Row row = null; int rowIndex = 0; ExecutorService threadPool = Executors.newFixedThreadPool(sheetSize); for (int i = 0; i < dataList.size(); i++) { Data data = dataList.get(i); if (i % sheetSize == 0) { sh = wb.createSheet("Sheet " + (i / sheetSize + 1)); row = sh.createRow(rowIndex++); // create header row.createCell(0).setCellValue("Column 1"); row.createCell(1).setCellValue("Column 2"); row.createCell(2).setCellValue("Column 3"); } // create data rows row = sh.createRow(rowIndex++); row.createCell(0).setCellValue(data.getColumn1()); row.createCell(1).setCellValue(data.getColumn2()); row.createCell(2).setCellValue(data.getColumn3()); } // write excel to file try (FileOutputStream fos = new FileOutputStream(filePath)) { wb.write(fos); } catch (Exception e) { e.printStackTrace(); } // shutdown thread pool threadPool.shutdown(); } static class Data { private String column1; private String column2; private String column3; public Data(String column1, String column2, String column3) { this.column1 = column1; this.column2 = column2; this.column3 = column3; } public String getColumn1() { return column1; } public String getColumn2() { return column2; } public String getColumn3() { return column3; } } public static void main(String[] args) { // generate test data List<Data> dataList = new ArrayList<>(); for (int i = 1; i <= 10000; i++) { dataList.add(new Data("Data " + i, "Value " + i, "Item " + i)); } // export data to excel exportDataToExcel(dataList, 1000, "test.xlsx"); } } ```
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