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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.flink.table.functions.aggfunctions
import java.math.BigDecimal
import java.lang.{Iterable => JIterable}
import org.apache.flink.api.common.typeinfo.{BasicTypeInfo, TypeInformation}
import org.apache.flink.api.java.tuple.{Tuple2 => JTuple2}
import org.apache.flink.api.java.typeutils.TupleTypeInfo
import org.apache.flink.table.functions.AggregateFunction
/** The initial accumulator for Sum aggregate function */
class SumAccumulator[T] extends JTuple2[T, Boolean]
/**
* Base class for built-in Sum aggregate function
*
* @tparam T the type for the aggregation result
*/
abstract class SumAggFunction[T: Numeric] extends AggregateFunction[T, SumAccumulator[T]] {
private val numeric = implicitly[Numeric[T]]
override def createAccumulator(): SumAccumulator[T] = {
val acc = new SumAccumulator[T]()
acc.f0 = numeric.zero //sum
acc.f1 = false
acc
}
def accumulate(accumulator: SumAccumulator[T], value: Any): Unit = {
if (value != null) {
val v = value.asInstanceOf[T]
accumulator.f0 = numeric.plus(v, accumulator.f0)
accumulator.f1 = true
}
}
override def getValue(accumulator: SumAccumulator[T]): T = {
if (accumulator.f1) {
accumulator.f0
} else {
null.asInstanceOf[T]
}
}
def merge(acc: SumAccumulator[T], its: JIterable[SumAccumulator[T]]): Unit = {
val iter = its.iterator()
while (iter.hasNext) {
val a = iter.next()
if (a.f1) {
acc.f0 = numeric.plus(acc.f0, a.f0)
acc.f1 = true
}
}
}
def resetAccumulator(acc: SumAccumulator[T]): Unit = {
acc.f0 = numeric.zero
acc.f1 = false
}
override def getAccumulatorType: TypeInformation[SumAccumulator[T]] = {
new TupleTypeInfo(
classOf[SumAccumulator[T]],
getValueTypeInfo,
BasicTypeInfo.BOOLEAN_TYPE_INFO)
}
def getValueTypeInfo: TypeInformation[_]
}
/**
* Built-in Byte Sum aggregate function
*/
class ByteSumAggFunction extends SumAggFunction[Byte] {
override def getValueTypeInfo = BasicTypeInfo.BYTE_TYPE_INFO
}
/**
* Built-in Short Sum aggregate function
*/
class ShortSumAggFunction extends SumAggFunction[Short] {
override def getValueTypeInfo = BasicTypeInfo.SHORT_TYPE_INFO
}
/**
* Built-in Int Sum aggregate function
*/
class IntSumAggFunction extends SumAggFunction[Int] {
override def getValueTypeInfo = BasicTypeInfo.INT_TYPE_INFO
}
/**
* Built-in Long Sum aggregate function
*/
class LongSumAggFunction extends SumAggFunction[Long] {
override def getValueTypeInfo = BasicTypeInfo.LONG_TYPE_INFO
}
/**
* Built-in Float Sum aggregate function
*/
class FloatSumAggFunction extends SumAggFunction[Float] {
override def getValueTypeInfo = BasicTypeInfo.FLOAT_TYPE_INFO
}
/**
* Built-in Double Sum aggregate function
*/
class DoubleSumAggFunction extends SumAggFunction[Double] {
override def getValueTypeInfo = BasicTypeInfo.DOUBLE_TYPE_INFO
}
/** The initial accumulator for Big Decimal Sum aggregate function */
class DecimalSumAccumulator extends JTuple2[BigDecimal, Boolean] {
f0 = BigDecimal.ZERO
f1 = false
}
/**
* Built-in Big Decimal Sum aggregate function
*/
class DecimalSumAggFunction extends AggregateFunction[BigDecimal, DecimalSumAccumulator] {
override def createAccumulator(): DecimalSumAccumulator = {
new DecimalSumAccumulator
}
def accumulate(acc: DecimalSumAccumulator, value: Any): Unit = {
if (value != null) {
val v = value.asInstanceOf[BigDecimal]
acc.f0 = acc.f0.add(v)
acc.f1 = true
}
}
override def getValue(acc: DecimalSumAccumulator): BigDecimal = {
if (acc.f1) {
acc.f0
} else {
null.asInstanceOf[BigDecimal]
}
}
def merge(acc: DecimalSumAccumulator, its: JIterable[DecimalSumAccumulator]): Unit = {
val iter = its.iterator()
while (iter.hasNext) {
val a = iter.next()
if (a.f1) {
acc.f0 = acc.f0.add(a.f0)
acc.f1 = true
}
}
}
def resetAccumulator(acc: DecimalSumAccumulator): Unit = {
acc.f0 = BigDecimal.ZERO
acc.f1 = false
}
override def getAccumulatorType: TypeInformation[DecimalSumAccumulator] = {
new TupleTypeInfo(
classOf[DecimalSumAccumulator],
BasicTypeInfo.BIG_DEC_TYPE_INFO,
BasicTypeInfo.BOOLEAN_TYPE_INFO)
}
}