java代码实现通过easyexcel导出百万级sql查询语句
时间: 2023-08-04 18:31:50 浏览: 103
百万级数据快速导出到Excel
要通过EasyExcel导出百万级SQL查询语句,可以使用以下步骤:
1. 使用Java中的EasyExcel库来读写Excel文件,可以在代码中添加以下依赖项:
```
<dependency>
<groupId>com.alibaba</groupId>
<artifactId>easyexcel</artifactId>
<version>2.2.10</version>
</dependency>
```
2. 创建一个实体类来存储查询结果,例如:
```
public class QueryResult {
private String column1;
private String column2;
// ...
// getter and setter methods
}
```
3. 使用JDBC连接到数据库并执行SQL查询:
```
String url = "jdbc:mysql://localhost:3306/mydb";
String user = "root";
String password = "password";
Connection conn = DriverManager.getConnection(url, user, password);
String sql = "SELECT column1, column2, ... FROM mytable WHERE ...";
PreparedStatement pstmt = conn.prepareStatement(sql, ResultSet.TYPE_FORWARD_ONLY, ResultSet.CONCUR_READ_ONLY);
pstmt.setFetchSize(Integer.MIN_VALUE);
ResultSet rs = pstmt.executeQuery();
List<QueryResult> results = new ArrayList<>();
while(rs.next()) {
QueryResult result = new QueryResult();
result.setColumn1(rs.getString("column1"));
result.setColumn2(rs.getString("column2"));
// ...
results.add(result);
}
```
请注意,在处理大量数据时,需要使用`ResultSet.TYPE_FORWARD_ONLY`和`ResultSet.CONCUR_READ_ONLY`类型的结果集,并设置`fetchSize`为`Integer.MIN_VALUE`,这将使JDBC驱动程序尽可能快地将数据发送到客户端,以便EasyExcel可以及时处理它们。
4. 通过EasyExcel的写操作,将查询结果导出到Excel文件中:
```
String fileName = "query_results.xlsx";
ExcelWriter writer = EasyExcel.write(fileName, QueryResult.class).build();
Sheet sheet = new Sheet(1, 0, QueryResult.class);
writer.write(results, sheet);
writer.finish();
```
5. 遍历查询结果并生成SQL查询语句:
```
StringBuilder sqlBuilder = new StringBuilder();
for(QueryResult result : results) {
sqlBuilder.append("SELECT * FROM mytable WHERE column1 = '")
.append(result.getColumn1()).append("' AND column2 = '")
.append(result.getColumn2()).append("' AND ...;\n");
}
```
6. 将生成的SQL查询语句写入磁盘:
```
String sqlFileName = "query.sql";
FileWriter sqlWriter = new FileWriter(sqlFileName);
sqlWriter.write(sqlBuilder.toString());
sqlWriter.close();
```
请注意,在处理大量数据时,内存可能会成为一个问题。您可以考虑使用SXSSFWorkbook来处理大量数据,它可以在内存中保持较小的数据集,并将其写入磁盘。
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