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名师互学网 > IT > 前沿技术 > 大数据 > 大数据系统

2021-10-30

2021-10-30

Apache Flink ——Table API 和 SQL
  • 创建环境
    • Table API
    • 创建表环境
    • SQL表的创建

创建环境 Table API
TableEnvironment tableEnv = ...; // see "Create a TableEnvironment" section

// create a Table
tableEnv.connect(...).createTemporaryTable("table1");
// register an output Table
tableEnv.connect(...).createTemporaryTable("outputTable");

// create a Table object from a Table API query
Table tapiResult = tableEnv.from("table1").select(...);
// create a Table object from a SQL query
Table sqlResult  = tableEnv.sqlQuery("SELECt ... FROM table1 ... ");

// emit a Table API result Table to a TableSink, same for SQL result
TableResult tableResult = tapiResult.executeInsert("outputTable");
tableResult...
创建表环境
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.table.api.EnvironmentSettings;
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;

EnvironmentSettings fsSettings = EnvironmentSettings.newInstance().useOldPlanner().inStreamingMode().build();
StreamExecutionEnvironment fsEnv = StreamExecutionEnvironment.getExecutionEnvironment();
StreamTableEnvironment fsTableEnv = StreamTableEnvironment.create(fsEnv, fsSettings);
// or TableEnvironment fsTableEnv = TableEnvironment.create(fsSettings);

import org.apache.flink.api.java.ExecutionEnvironment;
import org.apache.flink.table.api.bridge.java.BatchTableEnvironment;

ExecutionEnvironment fbEnv = ExecutionEnvironment.getExecutionEnvironment();
BatchTableEnvironment fbTableEnv = BatchTableEnvironment.create(fbEnv);

// **********************
// Blink STREAMING QUERY
// **********************
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.table.api.EnvironmentSettings;
import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;

StreamExecutionEnvironment bsEnv = StreamExecutionEnvironment.getExecutionEnvironment();
EnvironmentSettings bsSettings = EnvironmentSettings.newInstance().useBlinkPlanner().inStreamingMode().build();
StreamTableEnvironment bsTableEnv = StreamTableEnvironment.create(bsEnv, bsSettings);
// or TableEnvironment bsTableEnv = TableEnvironment.create(bsSettings);
SQL表的创建
Table revenue = tableEnv.sqlQuery(
    "SELECt cID, cName, SUM(revenue) AS revSum " +
    "FROM Orders " +
    "WHERe cCountry = 'FRANCE' " +
    "GROUP BY cID, cName"
  );
  tableEnv.executeSql(
    "INSERT INTO RevenueFrance " +
    "SELECt cID, cName, SUM(revenue) AS revSum " +
    "FROM Orders " +
    "WHERe cCountry = 'FRANCE' " +
    "GROUP BY cID, cName"
  );

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