Java Example Code

Scenario

This section provides Java example code that demonstrates how to use a Spark job to access data from the GaussDB(DWS) data source.

A datasource connection has been created and bound to a queue on the DLI management console.

Note

Hard-coded or plaintext passwords pose significant security risks. To ensure security, encrypt your passwords, store them in configuration files or environment variables, and decrypt them when needed.

Preparations

1. Import dependencies.

   • Maven dependency involved

     <dependency>
       <groupId>org.apache.spark</groupId>
       <artifactId>spark-sql_2.11</artifactId>
       <version>2.3.2</version>
     </dependency>
     

   • Import dependency packages.

     import org.apache.spark.sql.SparkSession;
     

2. Create a session.

   SparkSession sparkSession = SparkSession.builder().appName("datasource-dws").getOrCreate();
   

Accessing a Data Source Through a SQL API

1. Create a table to connect to a GaussDB(DWS) data source and set connection parameters.

   sparkSession.sql("CREATE TABLE IF NOT EXISTS dli_to_dws USING JDBC OPTIONS ('url'='jdbc:postgresql://10.0.0.233:8000/postgres','dbtable'='test','user'='dbadmin','password'='**')");
   

2. Insert data.

   sparkSession.sql("insert into dli_to_dws values(3,'L'),(4,'X')");
   

3. Query data.

   sparkSession.sql("select * from dli_to_dws").show();
   

Submitting a Spark Job

1. Generate a JAR package based on the code file and upload the package to DLI.

2. In the Spark job editor, select the corresponding dependency module and execute the Spark job.

   Note

   • If the Spark version is 2.3.2 (will be offline soon) or 2.4.5, specify the Module to sys.datasource.dws when you submit a job.

   • If the Spark version is 3.1.1, you do not need to select a module. Configure Spark parameters (--conf).

     spark.driver.extraClassPath=/usr/share/extension/dli/spark-jar/datasource/dws/*

     spark.executor.extraClassPath=/usr/share/extension/dli/spark-jar/datasource/dws/*

Complete Example Code

Accessing GaussDB(DWS) tables through SQL APIs

import org.apache.spark.sql.SparkSession;

public class java_dws {
    public static void main(String[] args) {
        SparkSession sparkSession = SparkSession.builder().appName("datasource-dws").getOrCreate();

        sparkSession.sql("CREATE TABLE IF NOT EXISTS dli_to_dws USING JDBC OPTIONS ('url'='jdbc:postgresql://10.0.0.233:8000/postgres','dbtable'='test','user'='dbadmin','password'='**')");

        //*****************************SQL model***********************************
        //Insert data into the DLI data table
        sparkSession.sql("insert into dli_to_dws values(3,'Liu'),(4,'Xie')");

        //Read data from DLI data table
        sparkSession.sql("select * from dli_to_dws").show();

        //drop table
        sparkSession.sql("drop table dli_to_dws");

        sparkSession.close();
    }
}

last updated: 2024-07-02 00:32