Flink有自定义sink saphana的样例吗?批次写入的样例[阿里云实时计算 Flink版]

Flink有自定义sink saphana的样例吗?批次写入的样例

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  1. Apache Flink官方文档中提供了一个使用SapHana Sink的示例,但是这个示例是针对StreamExecutionEnvironment的,而不是针对BatchExecutionEnvironment的。但是,你可以参考这个示例来修改成适用于BatchExecutionEnvironment的版本。

    以下是一个基本的步骤:

    1. 添加SapHana的依赖到你的项目中。你可以使用Maven或者Gradle来添加这个依赖。

    2. 在你的Flink程序中,创建一个SapHanaSink的实例,并设置它的连接信息和表名。

    3. 将你的数据源连接到SapHanaSink。

    4. 执行你的Flink程序。

    以下是一个基本的代码示例:

    import org.apache.flink.api.common.io.OutputFormat;import org.apache.flink.api.common.typeinfo.TypeInformation;import org.apache.flink.api.java.DataSet;import org.apache.flink.api.java.ExecutionEnvironment;import org.apache.flink.table.dataformat.GenericRow;import org.apache.flink.types.Row;import com.sap.conn.jco.JCoException;import com.sap.conn.jco.JCoDestinationManager;import com.sap.conn.jco.JCoRecord;import com.sap.conn.jco.JCoTable;public class SapHanaExample {    public static void main(String[] args) throws JCoException {        ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();        // 创建一个SapHanaSink的实例        SapHanaSink sapHanaSink = new SapHanaSink();        sapHanaSink.setDbms("DBMSNAME");        sapHanaSink.setServer("SERVERNAME");        sapHanaSink.setPort(PORTNUMBER);        sapHanaSink.setUser("USERNAME");        sapHanaSink.setPassword("PASSWORD");        sapHanaSink.setTableName("TABLENAME");        // 创建一个DataSet并连接到SapHanaSink        DataSet<Row> dataSet = env.fromElements(new GenericRow(new Object[]{1, "Hello", 2}));        dataSet.output(sapHanaSink);        // 执行你的Flink程序        env.execute("SapHana Example");    }    public static class SapHanaSink implements OutputFormat<Row> {        private String dbms;        private String server;        private int port;        private String user;        private String password;        private String tableName;        public void setDbms(String dbms) {            this.dbms = dbms;        }        public void setServer(String server) {            this.server = server;        }        public void setPort(int port) {            this.port = port;        }        public void setUser(String user) {            this.user = user;        }        public void setPassword(String password) {            this.password = password;        }        public void setTableName(String tableName) {            this.tableName = tableName;        }        @Override        public void open(int taskNumber, int numTasks) throws Exception {            JCoDestinationManager.setDestinationDataSource(dbms, server, port, user, password);        }        @Override        public void close() throws Exception {            JCoDestinationManager.getDestination().release();        }        @Override        public void writeRecord(Row record) throws Exception {            JCoTable table = JCoDestinationManager.getDestination().getRepository().getTable(tableName);            JCoRecord recordImpl = table.getRecord(new Object[]{});            for (int i = 0; i < record.getArity(); i++) {                recordImpl.setValue(i, record.getField(i));            }            recordImpl.save();        }        @Override        public TypeInformation<Row> getOutputType() {            return TypeInformation.of(Row.class);        }    }}

    请注意,这只是一个基本的示例,你可能需要根据实际的需求和场景进行修改。

  2. 为了实现 Flink 自定义 Sink 接入 SAP HANA,您可以参考以下步骤:

    • 创建 JAR 包,编写相应的逻辑;
    • 编写 Sink 接口类,并实现 SinkFunction 接口;
    • 注册并初始化 SinkOperator;
    • 将 SinkOperator 添加到执行环境,并指定输出类型。

    这里有一个基于 JDBC 连接的简单例子供您参考:

    public class CustomSink implements SinkFunction {  private static final String DB_URL = "jdbc:sap://myserver:port/service"; // SAP HANA server and port  private static final String USER_NAME = "username";  private static final String PASSWORD = "password";  private final int batchCount = 100;  private PreparedStatement stmt;  @Override  public void open(Configuration parameters) throws Exception {    Class.forName("com.sap.db.jdbc.Driver");    Connection conn = DriverManager.getConnection(DB_URL, USER_NAME, PASSWORD);    String sql = "INSERT INTO table_name VALUES (?, ?, ?)";    stmt = conn.prepareStatement(sql);  }  @Override  public void invoke(String record, Context context) throws IOException, InterruptedException {    try {      stmt.setString(1, record);      stmt.addBatch();      if ((context.elementIndex() % batchCount) == 0) {        stmt.executeBatch();      }    } catch (SQLException e) {      throw new RuntimeException(e);    }  }  @Override  public void close() throws Exception {}}