flink1.12.x Table API 和 SQL:sink将查询结果写入到文件(非聚合查询)

需要掌握:flink1.12.x Table API 和 SQL:创建工程,读取csv文件,创建表,实现查询(静态表)

介绍

本文实现查询一个表,并将数据写入到另一个表中,保存到文件系统中

非聚合查询

如果是 聚合查询,来一个数据,计算一个数据,需要 Retract 和 Add 操作,,而文件系统 只支持 append 操作,所以会报错

java

package test;

import org.apache.flink.api.common.RuntimeExecutionMode;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.table.api.EnvironmentSettings;
import org.apache.flink.table.api.Table;
import org.apache.flink.table.api.TableResult;
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;
import org.apache.flink.types.Row;


public class TestTable读取文件_输出到文件sql {
    public static void main(String[] args) throws Exception {
        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
        env.setRuntimeMode(RuntimeExecutionMode.AUTOMATIC);//自动模式,根据数据源自行判断

        //构建Table环境
        EnvironmentSettings bsSettings = EnvironmentSettings.newInstance().useBlinkPlanner().inStreamingMode().build();
        StreamTableEnvironment stEnv = StreamTableEnvironment.create(env, bsSettings);

        /*
        注意不要出现关键字,如:order等
        需要依赖flink-csv
         */
        TableResult table=stEnv.executeSql("CREATE TABLE t_order (" +
                "  name STRING," +
                "  price double," +
                "  username STRING" +
                ") WITH ( " +
                "  'connector' = 'filesystem'," +
                "  'path' = 'file:///D:/bigdata/flink_table_sql/data'," +
                "  'format' = 'csv'," +
                "  'csv.field-delimiter' = ','" +
                ")");
        /*
        创建结果表

         */
        TableResult sinkTable=stEnv.executeSql("CREATE TABLE sink_order (" +
                "  username STRING," +
                "  price double" +
                ") WITH ( " +
                "  'connector' = 'filesystem'," +
                "  'path' = 'file:///D:/bigdata/flink_table_sql/sink'," +
                "  'csv.disable-quote-character' ='true'," +
                "  'format' = 'csv'," +
                "  'csv.field-delimiter'=','" +
                ")");

        //执行查询
        Table res=stEnv.sqlQuery("select username,price from t_order where price>60");
        System.out.println("Schema信息:");
        //打印Schema
        res.printSchema();

        /*
        不写报错
         No operators defined in streaming topology. Cannot execute.
         */
        DataStream<Tuple2<Boolean, Row>> dsRes = stEnv.toRetractStream(res, Row.class);
        dsRes.print();

        stEnv.executeSql("insert into sink_order select * from "+res);


        env.execute();
    }

}

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