UDAF Java and SQL Examples

Updated on 2022-11-18 GMT+08:00

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UDAF Java Example

package com.xxx.udf;
import org.apache.flink.table.functions.AggregateFunction;
public class UdfClass_UDAF {
    public static class AverageAccumulator  {
        public int sum;
    }
    public static class Average extends AggregateFunction<Integer, AverageAccumulator> {
        public void accumulate(AverageAccumulator acc, Integer value) {
            acc.sum += value;
        }
        @Override
        public Integer getValue(AverageAccumulator acc) {
            return acc.sum;
        }
        @Override
        public AverageAccumulator createAccumulator() {
            return new AverageAccumulator();
        }
    }
}

UDAF SQL Example

CREATE TEMPORARY FUNCTION udaf as 'com.xxx.udf.UdfClass_UDAF$Average';
CREATE TABLE udfSource (a int) WITH ('connector' = 'datagen','rows-per-second'='1','fields.a.min'='1','fields.a.max'='3');
CREATE TABLE udfSink (b int,c int) WITH ('connector' = 'print');
INSERT INTO
  udfSink
SELECT
  a,
  udaf(a)
FROM
  udfSource group by a;

Parent topic: Managing UDFs on the Flink Web UI

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