
org.apache.flink.streaming.api.datastream.KeyedPartitionWindowedStream Maven / Gradle / Ivy
/*
* 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.streaming.api.datastream;
import org.apache.flink.annotation.Internal;
import org.apache.flink.api.common.functions.AggregateFunction;
import org.apache.flink.api.common.functions.MapPartitionFunction;
import org.apache.flink.api.common.functions.ReduceFunction;
import org.apache.flink.api.common.operators.Order;
import org.apache.flink.api.common.typeinfo.TypeInformation;
import org.apache.flink.api.java.functions.KeySelector;
import org.apache.flink.api.java.typeutils.TypeExtractor;
import org.apache.flink.configuration.ExecutionOptions;
import org.apache.flink.core.memory.ManagedMemoryUseCase;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.functions.windowing.WindowFunction;
import org.apache.flink.streaming.api.operators.sortpartition.KeyedSortPartitionOperator;
import org.apache.flink.streaming.api.windowing.assigners.GlobalWindows;
import org.apache.flink.streaming.api.windowing.windows.GlobalWindow;
import org.apache.flink.util.Collector;
import static org.apache.flink.util.Preconditions.checkArgument;
import static org.apache.flink.util.Preconditions.checkNotNull;
/**
* {@link KeyedPartitionWindowedStream} represents a data stream that collects all records with the
* same key separately into a full window.
*/
@Internal
public class KeyedPartitionWindowedStream implements PartitionWindowedStream {
private final StreamExecutionEnvironment environment;
private final KeyedStream input;
public KeyedPartitionWindowedStream(
StreamExecutionEnvironment environment, KeyedStream input) {
this.environment = environment;
this.input = input;
}
@Override
public SingleOutputStreamOperator mapPartition(
MapPartitionFunction mapPartitionFunction) {
checkNotNull(mapPartitionFunction, "The map partition function must not be null.");
mapPartitionFunction = environment.clean(mapPartitionFunction);
String opName = "MapPartition";
TypeInformation resultType =
TypeExtractor.getMapPartitionReturnTypes(
mapPartitionFunction, input.getType(), opName, true);
MapPartitionFunction function = mapPartitionFunction;
return input.window(GlobalWindows.createWithEndOfStreamTrigger())
.apply(
new WindowFunction() {
@Override
public void apply(
KEY key,
GlobalWindow window,
Iterable input,
Collector out)
throws Exception {
function.mapPartition(input, out);
}
},
resultType);
}
@Override
public SingleOutputStreamOperator reduce(ReduceFunction reduceFunction) {
checkNotNull(reduceFunction, "The reduce function must not be null.");
reduceFunction = environment.clean(reduceFunction);
return input.window(GlobalWindows.createWithEndOfStreamTrigger()).reduce(reduceFunction);
}
@Override
public SingleOutputStreamOperator aggregate(
AggregateFunction aggregateFunction) {
checkNotNull(aggregateFunction, "The aggregate function must not be null.");
aggregateFunction = environment.clean(aggregateFunction);
return input.window(GlobalWindows.createWithEndOfStreamTrigger())
.aggregate(aggregateFunction);
}
@Override
public SingleOutputStreamOperator sortPartition(int field, Order order) {
checkNotNull(order, "The order must not be null.");
checkArgument(field > 0, "The field mustn't be less than zero.");
TypeInformation inputType = input.getType();
KeyedSortPartitionOperator operator =
new KeyedSortPartitionOperator<>(inputType, field, order);
final String opName = "KeyedSortPartition";
SingleOutputStreamOperator result =
this.input
.transform(opName, inputType, operator)
.setParallelism(input.getParallelism());
int managedMemoryWeight =
Math.max(
1,
environment
.getConfiguration()
.get(ExecutionOptions.SORT_KEYED_PARTITION_MEMORY)
.getMebiBytes());
result.getTransformation()
.declareManagedMemoryUseCaseAtOperatorScope(
ManagedMemoryUseCase.OPERATOR, managedMemoryWeight);
return result;
}
@Override
public SingleOutputStreamOperator sortPartition(String field, Order order) {
checkNotNull(field, "The field must not be null.");
checkNotNull(order, "The order must not be null.");
TypeInformation inputType = input.getType();
KeyedSortPartitionOperator operator =
new KeyedSortPartitionOperator<>(inputType, field, order);
final String opName = "KeyedSortPartition";
SingleOutputStreamOperator result =
this.input
.transform(opName, inputType, operator)
.setParallelism(input.getParallelism());
int managedMemoryWeight =
Math.max(
1,
environment
.getConfiguration()
.get(ExecutionOptions.SORT_KEYED_PARTITION_MEMORY)
.getMebiBytes());
result.getTransformation()
.declareManagedMemoryUseCaseAtOperatorScope(
ManagedMemoryUseCase.OPERATOR, managedMemoryWeight);
return result;
}
@Override
public SingleOutputStreamOperator sortPartition(
KeySelector keySelector, Order order) {
checkNotNull(keySelector, "The field must not be null.");
checkNotNull(order, "The order must not be null.");
TypeInformation inputType = input.getType();
KeyedSortPartitionOperator operator =
new KeyedSortPartitionOperator<>(inputType, environment.clean(keySelector), order);
final String opName = "KeyedSortPartition";
SingleOutputStreamOperator result =
this.input
.transform(opName, inputType, operator)
.setParallelism(input.getParallelism());
int managedMemoryWeight =
Math.max(
1,
environment
.getConfiguration()
.get(ExecutionOptions.SORT_KEYED_PARTITION_MEMORY)
.getMebiBytes());
result.getTransformation()
.declareManagedMemoryUseCaseAtOperatorScope(
ManagedMemoryUseCase.OPERATOR, managedMemoryWeight);
return result;
}
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy