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Composable asynchronous/reactive streams with powerful data processing capabilities.
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/*
* Copyright (C) 2015 SoftIndex LLC.
*
* Licensed 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 io.datakernel.stream.processor;
import com.google.common.base.Function;
import io.datakernel.async.CompletionCallback;
import io.datakernel.eventloop.Eventloop;
import io.datakernel.stream.*;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
import java.util.List;
import static com.google.common.base.Preconditions.checkArgument;
import static com.google.common.base.Preconditions.checkNotNull;
/**
* Represent {@link AbstractStreamTransformer_1_1} which receives data and saves it in collection, when it
* receive end of stream it sorts it and streams to destination.
*
* @param type of keys
* @param type of objects
*/
public class StreamSorter extends AbstractStreamConsumer implements StreamDataReceiver, StreamSorterMBean {
private final StreamMergeSorterStorage storage;
private final Function keyFunction;
private final Comparator keyComparator;
private final boolean deduplicate;
protected final int itemsInMemorySize;
private final Comparator itemComparator;
protected List list;
private List listOfPartitions;
private StreamProducer saveProducer;
private StreamForwarder result;
protected long jmxItems;
/**
* Creates a new instance of StreamSorter
*
* @param eventloop event loop in which StreamSorter will run
* @param storage storage for storing elements which was no placed to RAM
* @param keyFunction function for searching key
* @param keyComparator comparator for comparing key
* @param deduplicate if it is true it means that in result will be not objects with same key
* @param itemsInMemorySize size of elements which can be saved in RAM before sorting
*/
public StreamSorter(Eventloop eventloop, StreamMergeSorterStorage storage,
final Function keyFunction, final Comparator keyComparator, boolean deduplicate,
int itemsInMemorySize) {
super(eventloop);
this.storage = checkNotNull(storage);
this.keyComparator = checkNotNull(keyComparator);
this.keyFunction = checkNotNull(keyFunction);
this.deduplicate = deduplicate;
checkArgument(itemsInMemorySize > 0, "itemsInMemorySize must be positive value, got %s", itemsInMemorySize);
this.itemsInMemorySize = itemsInMemorySize;
this.itemComparator = new Comparator() {
private final Function _keyFunction = keyFunction;
private final Comparator _keyComparator = keyComparator;
@Override
public int compare(T item1, T item2) {
K key1 = _keyFunction.apply(item1);
K key2 = _keyFunction.apply(item2);
return _keyComparator.compare(key1, key2);
}
};
this.list = new ArrayList<>(itemsInMemorySize + (itemsInMemorySize >> 4));
this.listOfPartitions = new ArrayList<>();
this.result = new StreamForwarder<>(eventloop);
this.result.addCompletionCallback(new CompletionCallback() {
@Override
public void onComplete() {
closeUpstream();
}
@Override
public void onException(Exception exception) {
closeUpstreamWithError(exception);
}
});
}
public StreamProducer getSortedStream() {
return result;
}
@Override
public StreamDataReceiver getDataReceiver() {
return this;
}
/**
* Adds received data to storage, checks if its count bigger than itemsInMemorySize, if it is
* streams it to storage
*
* @param value received value
*/
@SuppressWarnings("AssertWithSideEffects")
@Override
public void onData(T value) {
assert jmxItems != ++jmxItems;
list.add(value);
if (list.size() >= itemsInMemorySize) {
nextState();
}
}
protected void nextState() {
if (result.getUpstream() != null) {
return;
}
boolean bufferFull = list.size() >= itemsInMemorySize;
if (saveProducer != null) {
if (bufferFull) {
suspendUpstream();
}
return;
}
if (getUpstreamStatus() == StreamProducer.END_OF_STREAM) {
StreamMerger merger = StreamMerger.streamMerger(eventloop, keyFunction, keyComparator, deduplicate);
Collections.sort(list, itemComparator);
StreamProducer queueProducer = StreamProducers.ofIterable(eventloop, list);
list = null;
queueProducer.streamTo(merger.newInput());
for (int partition : listOfPartitions) {
storage.streamReader(partition).streamTo(merger.newInput());
}
merger.streamTo(result);
return;
}
if (bufferFull) {
Collections.sort(list, itemComparator);
saveProducer = StreamProducers.ofIterable(eventloop, list);
this.listOfPartitions.add(storage.nextPartition());
StreamConsumer consumer = storage.streamWriter();
saveProducer.streamTo(consumer);
saveProducer.addCompletionCallback(new CompletionCallback() {
@Override
public void onComplete() {
eventloop.post(new Runnable() {
@Override
public void run() {
saveProducer = null;
nextState();
}
});
}
@Override
public void onException(Exception e) {
// closeWithError(e);
new StreamProducers.ClosingWithError(eventloop, e).streamTo(result);
}
});
this.list = new ArrayList<>(list.size() + (list.size() >> 4));
return;
}
resumeUpstream();
}
/**
* After producer end of stream it sorts elements and stream it to consumer
*/
@Override
public void onEndOfStream() {
nextState();
}
@Override
public void onError(Exception e) {
result.onError(e);
upstreamProducer.closeWithError(e);
}
@Override
public long getItems() {
return jmxItems;
}
@SuppressWarnings("AssertWithSideEffects")
@Override
public String toString() {
String items = "?";
assert (items = "" + jmxItems) != null;
return '{' + super.toString() + " items:" + items + '}';
}
}
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