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java 导出Excel 大数据量(一)

2016-06-20 13:55 459 查看
 
分析导出实现代码,XLSX支持:

Java代码


/**

     * 生成<span style="white-space: normal; background-color: rgb(255, 255, 255);">XLSX</span>,2007版本的excel,每个sheet无6.5W的行数限制,但是到了一定数量,可能内存溢出,

     * 次方法适合在预计10W以下的数据导出时使用,本机测试,14W可以导出。列数量在8列左右

     *

     * @param fileOut

     *            输出流

     * @param sheetMap

     *            要设置的数据信息

     * @throws SQLException

     */ 

    public
static void createXSLXByResultSet(OutputStream fileOut, WriteXLSBean... beans) 

            throws SQLException { 

        try { 

            //重点 Workbook 

            Workbook wb =
new XSSFWorkbook(); 

            for (int i =
0, len = beans.length; i < len; i++) { 

                WriteXLSBean xlsBean = beans[i]; 

                Sheet sheet = wb.createSheet(xlsBean.getSheetName()); 

                ResultSet rs = xlsBean.getRs(); 

                ResultSetMetaData rsmd = rs.getMetaData(); 

                TypeHandlerRegistry tr = BeanContext.tr; 

                Map<String, String> th = xlsBean.getTh(); 

                int index =
0; 

                while (rs.next()) { 

                    long t1 = System.currentTimeMillis(); 

                    org.apache.poi.ss.usermodel.Row row = sheet 

                            .createRow(index); 

                    for (int j =
0, numberOfColumns = rsmd.getColumnCount(); j < numberOfColumns; j++) { 

                        String key = rsmd.getColumnLabel(j +
1).toLowerCase(); 

                       
if (th.containsKey(key)) { 

                            TypeHandler<?> type = tr.getTypeHandler(JdbcType 

                                    .forCode(rsmd.getColumnType(j +
1))); 

                            Object obj = type.getResult(rs, key); 

                            row.createCell(j).setCellValue(obj ==
null ? "" 

                                    : obj.toString()); 

                        } 

                    } 

                    System.out.println(index +
" :"                             + (System.currentTimeMillis() - t1)); 

                    index++; 

                } 

            } 

           
//重点 Workbook 
            wb.write(fileOut); 

        }
catch (IOException e) { 
            e.printStackTrace(); 

           
throw new ServiceRunTimeException("生产xls文档错误", e); 

        }
finally { 
 
        } 

    } 

<span style="font-size:18px;">/**
* 生成<span style="white-space: normal; background-color: rgb(255, 255, 255);">XLSX</span>,2007版本的excel,每个sheet无6.5W的行数限制,但是到了一定数量,可能内存溢出,
* 次方法适合在预计10W以下的数据导出时使用,本机测试,14W可以导出。列数量在8列左右
*
* @param fileOut
*            输出流
* @param sheetMap
*            要设置的数据信息
* @throws SQLException
*/
public static void createXSLXByResultSet(OutputStream fileOut, WriteXLSBean... beans)
throws SQLException {
try {
//重点 Workbook
Workbook wb = new XSSFWorkbook();
for (int i = 0, len = beans.length; i < len; i++) {
WriteXLSBean xlsBean = beans[i];
Sheet sheet = wb.createSheet(xlsBean.getSheetName());
ResultSet rs = xlsBean.getRs();
ResultSetMetaData rsmd = rs.getMetaData();
TypeHandlerRegistry tr = BeanContext.tr;
Map<String, String> th = xlsBean.getTh();
int index = 0;
while (rs.next()) {
long t1 = System.currentTimeMillis();
org.apache.poi.ss.usermodel.Row row = sheet
.createRow(index);
for (int j = 0, numberOfColumns = rsmd.getColumnCount(); j < numberOfColumns; j++) {
String key = rsmd.getColumnLabel(j + 1).toLowerCase();
if (th.containsKey(key)) {
TypeHandler<?> type = tr.getTypeHandler(JdbcType
.forCode(rsmd.getColumnType(j + 1)));
Object obj = type.getResult(rs, key);
row.createCell(j).setCellValue(obj == null ? ""
: obj.toString());
}
}
System.out.println(index + " :"
+ (System.currentTimeMillis() - t1));
index++;
}
}
//重点 Workbook
wb.write(fileOut);
} catch (IOException e) {
e.printStackTrace();
throw new ServiceRunTimeException("生产xls文档错误", e);
} finally {

}
}</span>

在上面 标注了重点的两处,分别是:
1.构建一个Excel对象
2.将该对象写入一个OutPutStream
而在构建过程中,没有地方写入OutPutSteam ,也就是说必须在内存中构建整个 Excel,才能进行写出操作,在大数据量情况下,这样将导致所有数据加载到内存中,而不能输出,导致最后 内存溢出。
根据运行环境不用,可能内存溢出的 情况不同
根据情况,如果数据量达到10W以上,建议使用
1、多个Excel,每个Excel一个Sheet,因为所有Sheet都是Workbook的组成部分。如果不分多个Excel,即使分Sheet也没用,

2、每个Excel中列数适中,比如: 5W行每个Excel档,实现分多次导出和分页查询原理一样

3、对多个Excel导出到一个临时目录,并通过程序压缩,然后提供给客户下载

4、用另外一种方式,见 2
http://lyjilu.iteye.com/blog/2083106

2003版通过数据库结果存到List中,然后进行生产:Table 就是List Row 是Map

Java代码







/**

     * 生产xls,2003版本的excel,每个sheet有6.5W的行数限制

     *

     * @param fileOut

     *            输出流,未关闭

     * @param sheetMap

     *            要导出的数据信息

     */ 

   
public static void createXSLByMap(OutputStream fileOut, Map<String, Table<Row<String, Object>>> sheetMap){ 

       
try { 
            HSSFWorkbook wb =
new HSSFWorkbook(); 
            Set<String> keys = sheetMap.keySet(); 

           
for (Iterator<String> iterator = keys.iterator(); iterator 
                    .hasNext();) { 

                String SheetKey = iterator.next(); 

                Sheet sheet = wb.createSheet(SheetKey); 

                List<Row<String, Object>> sheetRows = sheetMap.get(SheetKey); 

               
for (int i = 0, len = sheetRows.size(); i < len; i++) { 

                    Map<String, Object> cellMap = sheetRows.get(i); 

                    Set<String> cellSet = cellMap.keySet(); 

                    org.apache.poi.ss.usermodel.Row row = sheet.createRow(i); 

                   
int j = 0; 
                   
for (Iterator<String> iterCell = cellSet.iterator(); iterCell 

                            .hasNext(); j++) { 

                        String cellKey = iterCell.next(); 

                        Object obj = cellMap.get(cellKey); 

                        row.createCell(j).setCellValue(obj ==
null ? "" 

                                : obj.toString()); 

                    } 

                } 

            } 

            wb.write(fileOut); 

        }
catch (IOException e) { 
            e.printStackTrace(); 

           
throw new ServiceRunTimeException("生产xls文档错误", e); 

        }
finally { 
        } 
    } 
<span style="font-size:18px;">/**
* 生产xls,2003版本的excel,每个sheet有6.5W的行数限制
*
* @param fileOut
*            输出流,未关闭
* @param sheetMap
*            要导出的数据信息
*/
public static void createXSLByMap(OutputStream fileOut, Map<String, Table<Row<String, Object>>> sheetMap) {
try {
HSSFWorkbook wb = new HSSFWorkbook();
Set<String> keys = sheetMap.keySet();
for (Iterator<String> iterator = keys.iterator(); iterator
.hasNext();) {
String SheetKey = iterator.next();
Sheet sheet = wb.createSheet(SheetKey);
List<Row<String, Object>> sheetRows = sheetMap.get(SheetKey);
for (int i = 0, len = sheetRows.size(); i < len; i++) {
Map<String, Object> cellMap = sheetRows.get(i);
Set<String> cellSet = cellMap.keySet();
org.apache.poi.ss.usermodel.Row row = sheet.createRow(i);
int j = 0;
for (Iterator<String> iterCell = cellSet.iterator(); iterCell
.hasNext(); j++) {
String cellKey = iterCell.next();
Object obj = cellMap.get(cellKey);
row.createCell(j).setCellValue(obj == null ? ""
: obj.toString());
}
}
}
wb.write(fileOut);
} catch (IOException e) {
e.printStackTrace();
throw new ServiceRunTimeException("生产xls文档错误", e);
} finally {
}
}</span>


新版本 POI+office 2007版本excel可以导出几十万条而不内存溢出,详细见:
http://lyjilu.iteye.com/blog/2083106
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