org.apache.flink.state.api.WindowSavepointReader Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* 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,
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*/
package org.apache.flink.state.api;
import org.apache.flink.annotation.PublicEvolving;
import org.apache.flink.api.common.functions.AggregateFunction;
import org.apache.flink.api.common.functions.ReduceFunction;
import org.apache.flink.api.common.typeinfo.TypeInformation;
import org.apache.flink.api.common.typeutils.TypeSerializer;
import org.apache.flink.runtime.state.StateBackend;
import org.apache.flink.state.api.functions.WindowReaderFunction;
import org.apache.flink.state.api.input.KeyedStateInputFormat;
import org.apache.flink.state.api.input.SourceBuilder;
import org.apache.flink.state.api.input.operator.WindowReaderOperator;
import org.apache.flink.state.api.input.operator.window.PassThroughReader;
import org.apache.flink.state.api.runtime.MutableConfig;
import org.apache.flink.state.api.runtime.metadata.SavepointMetadataV2;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.windowing.windows.Window;
import org.apache.flink.util.Preconditions;
import javax.annotation.Nullable;
import java.io.IOException;
/**
* This class provides entry points for reading keyed state written out using the {@code
* WindowOperator}.
*
* @param The type of {@code Window}.
*/
@PublicEvolving
public class WindowSavepointReader {
/** The execution environment. Used for creating inputs for reading state. */
private final StreamExecutionEnvironment env;
/**
* The savepoint metadata, which maintains the current set of existing / newly added operator
* states.
*/
private final SavepointMetadataV2 metadata;
/**
* The state backend that was previously used to write existing operator states in this
* savepoint. If null, the reader will use the state backend defined via the cluster
* configuration.
*/
@Nullable private final StateBackend stateBackend;
/** The window serializer used to write the window operator. */
private final TypeSerializer windowSerializer;
WindowSavepointReader(
StreamExecutionEnvironment env,
SavepointMetadataV2 metadata,
@Nullable StateBackend stateBackend,
TypeSerializer windowSerializer) {
Preconditions.checkNotNull(env, "The execution environment must not be null");
Preconditions.checkNotNull(metadata, "The savepoint metadata must not be null");
Preconditions.checkNotNull(windowSerializer, "The window serializer must not be null");
this.env = env;
this.metadata = metadata;
this.stateBackend = stateBackend;
this.windowSerializer = windowSerializer;
}
/** Reads from a window that uses an evictor. */
public EvictingWindowSavepointReader evictor() {
return new EvictingWindowSavepointReader<>(env, metadata, stateBackend, windowSerializer);
}
/**
* Reads window state generated using a {@link ReduceFunction}.
*
* @param uid The uid of the operator.
* @param function The reduce function used to create the window.
* @param keyType The key type of the window.
* @param reduceType The type information of the reduce function.
* @param The type of the reduce function.
* @param The key type of the operator.
* @return A {@code DataStream} of objects read from keyed state.
* @throws IOException If savepoint does not contain the specified uid.
*/
public DataStream reduce(
String uid,
ReduceFunction function,
TypeInformation keyType,
TypeInformation reduceType)
throws IOException {
return reduce(uid, function, new PassThroughReader<>(), keyType, reduceType, reduceType);
}
/**
* Reads window state generated using a {@link ReduceFunction}.
*
* @param uid The uid of the operator.
* @param function The reduce function used to create the window.
* @param readerFunction The window reader function.
* @param keyType The key type of the window.
* @param reduceType The type information of the reduce function.
* @param outputType The output type of the reader function.
* @param The type of the key.
* @param The type of the reduce function.
* @param The output type of the reduce function.
* @return A {@code DataStream} of objects read from keyed state.
* @throws IOException If savepoint does not contain the specified uid.
*/
public DataStream reduce(
String uid,
ReduceFunction function,
WindowReaderFunction readerFunction,
TypeInformation keyType,
TypeInformation reduceType,
TypeInformation outputType)
throws IOException {
WindowReaderOperator, K, T, W, OUT> operator =
WindowReaderOperator.reduce(
function, readerFunction, keyType, windowSerializer, reduceType);
return readWindowOperator(uid, outputType, operator);
}
/**
* Reads window state generated using an {@link AggregateFunction}.
*
* @param uid The uid of the operator.
* @param aggregateFunction The aggregate function used to create the window.
* @param keyType The key type of the window.
* @param accType The type information of the accumulator function.
* @param outputType The output type of the reader function.
* @param The type of the key.
* @param The type of the values that are aggregated.
* @param The type of the accumulator (intermediate aggregate state).
* @param The type of the aggregated result.
* @return A {@code DataStream} of objects read from keyed state.
* @throws IOException If savepoint does not contain the specified uid.
*/
public DataStream aggregate(
String uid,
AggregateFunction aggregateFunction,
TypeInformation keyType,
TypeInformation accType,
TypeInformation outputType)
throws IOException {
return aggregate(
uid, aggregateFunction, new PassThroughReader<>(), keyType, accType, outputType);
}
/**
* Reads window state generated using an {@link AggregateFunction}.
*
* @param uid The uid of the operator.
* @param aggregateFunction The aggregate function used to create the window.
* @param readerFunction The window reader function.
* @param keyType The key type of the window.
* @param accType The type information of the accumulator function.
* @param outputType The output type of the reader function.
* @param The type of the key.
* @param The type of the values that are aggregated.
* @param The type of the accumulator (intermediate aggregate state).
* @param The type of the aggregated result.
* @param The output type of the reader function.
* @return A {@code DataStream} of objects read from keyed state.
* @throws IOException If savepoint does not contain the specified uid.
*/
public DataStream aggregate(
String uid,
AggregateFunction aggregateFunction,
WindowReaderFunction readerFunction,
TypeInformation keyType,
TypeInformation accType,
TypeInformation outputType)
throws IOException {
WindowReaderOperator, K, R, W, OUT> operator =
WindowReaderOperator.aggregate(
aggregateFunction, readerFunction, keyType, windowSerializer, accType);
return readWindowOperator(uid, outputType, operator);
}
/**
* Reads window state generated without any preaggregation such as {@code WindowedStream#apply}
* and {@code WindowedStream#process}.
*
* @param uid The uid of the operator.
* @param readerFunction The window reader function.
* @param keyType The key type of the window.
* @param stateType The type of records stored in state.
* @param outputType The output type of the reader function.
* @param The type of the key.
* @param The type of the records stored in state.
* @param The output type of the reader function.
* @return A {@code DataStream} of objects read from keyed state.
* @throws IOException If the savepoint does not contain the specified uid.
*/
public DataStream process(
String uid,
WindowReaderFunction readerFunction,
TypeInformation keyType,
TypeInformation stateType,
TypeInformation outputType)
throws IOException {
WindowReaderOperator, K, T, W, OUT> operator =
WindowReaderOperator.process(readerFunction, keyType, windowSerializer, stateType);
return readWindowOperator(uid, outputType, operator);
}
private DataStream readWindowOperator(
String uid,
TypeInformation outputType,
WindowReaderOperator, K, T, W, OUT> operator)
throws IOException {
KeyedStateInputFormat format =
new KeyedStateInputFormat<>(
metadata.getOperatorState(uid),
stateBackend,
MutableConfig.of(env.getConfiguration()),
operator);
return SourceBuilder.fromFormat(env, format, outputType);
}
}
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