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* or more contributor license agreements. See the NOTICE file
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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,
* 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.hadoop.util.functional;
import javax.annotation.Nullable;
import java.io.Closeable;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Iterator;
import java.util.List;
import java.util.NoSuchElementException;
import java.util.Objects;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.fs.RemoteIterator;
import org.apache.hadoop.fs.statistics.IOStatistics;
import org.apache.hadoop.fs.statistics.IOStatisticsSource;
import org.apache.hadoop.io.IOUtils;
import static java.util.Objects.requireNonNull;
import static org.apache.hadoop.fs.statistics.IOStatisticsLogging.logIOStatisticsAtDebug;
import static org.apache.hadoop.fs.statistics.IOStatisticsSupport.retrieveIOStatistics;
/**
* A set of remote iterators supporting transformation and filtering,
* with IOStatisticsSource passthrough, and of conversions of
* the iterators to lists/arrays and of performing actions
* on the values.
*
* This aims to make it straightforward to use lambda-expressions to
* transform the results of an iterator, without losing the statistics
* in the process, and to chain the operations together.
*
* The closeable operation will be passed through RemoteIterators which
* wrap other RemoteIterators. This is to support any iterator which
* can be closed to release held connections, file handles etc.
* Unless client code is written to assume that RemoteIterator instances
* may be closed, this is not likely to be broadly used. It is added
* to make it possible to adopt this feature in a managed way.
*
* One notable feature is that the
* {@link #foreach(RemoteIterator, ConsumerRaisingIOE)} method will
* LOG at debug any IOStatistics provided by the iterator, if such
* statistics are provided. There's no attempt at retrieval and logging
* if the LOG is not set to debug, so it is a zero cost feature unless
* the logger {@code org.apache.hadoop.fs.functional.RemoteIterators}
* is at DEBUG.
*
* Based on the S3A Listing code, and some some work on moving other code
* to using iterative listings so as to pick up the statistics.
*/
@InterfaceAudience.Public
@InterfaceStability.Unstable
public final class RemoteIterators {
/**
* Log used for logging any statistics in
* {@link #foreach(RemoteIterator, ConsumerRaisingIOE)}
* at DEBUG.
*/
private static final Logger LOG = LoggerFactory.getLogger(
RemoteIterators.class);
private RemoteIterators() {
}
/**
* Create an iterator from a singleton.
* @param singleton instance
* @param type
* @return a remote iterator
*/
public static RemoteIterator remoteIteratorFromSingleton(
@Nullable T singleton) {
return new SingletonIterator<>(singleton);
}
/**
* Create a remote iterator from a java.util.Iterator.
* @param type
* @param iterator iterator.
* @return a remote iterator
*/
public static RemoteIterator remoteIteratorFromIterator(
Iterator iterator) {
return new WrappedJavaIterator<>(iterator);
}
/**
* Create a remote iterator from a java.util.Iterable -e.g. a list
* or other collection.
* @param type
* @param iterable iterable.
* @return a remote iterator
*/
public static RemoteIterator remoteIteratorFromIterable(
Iterable iterable) {
return new WrappedJavaIterator<>(iterable.iterator());
}
/**
* Create a remote iterator from an array.
* @param type
* @param array array.
* @return a remote iterator
*/
public static RemoteIterator remoteIteratorFromArray(T[] array) {
return new WrappedJavaIterator<>(Arrays.stream(array).iterator());
}
/**
* Create an iterator from an iterator and a transformation function.
* @param source type
* @param result type
* @param iterator source
* @param mapper transformation
* @return a remote iterator
*/
public static RemoteIterator mappingRemoteIterator(
RemoteIterator iterator,
FunctionRaisingIOE mapper) {
return new MappingRemoteIterator<>(iterator, mapper);
}
/**
* Create a RemoteIterator from a RemoteIterator, casting the
* type in the process. This is to help with filesystem API
* calls where overloading causes confusion (e.g. listStatusIterator())
* @param source type
* @param result type
* @param iterator source
* @return a remote iterator
*/
public static RemoteIterator typeCastingRemoteIterator(
RemoteIterator iterator) {
return new TypeCastingRemoteIterator<>(iterator);
}
/**
* Create a RemoteIterator from a RemoteIterator and a filter
* function which returns true for every element to be passed
* through.
*
* Elements are filtered in the hasNext() method; if not used
* the filtering will be done on demand in the {@code next()}
* call.
*
* @param type
* @param iterator source
* @param filter filter
* @return a remote iterator
*/
public static RemoteIterator filteringRemoteIterator(
RemoteIterator iterator,
FunctionRaisingIOE filter) {
return new FilteringRemoteIterator<>(iterator, filter);
}
/**
* This adds an extra close operation alongside the passthrough
* to any Closeable.close() method supported by the source iterator.
* @param iterator source
* @param toClose extra object to close.
* @param source type.
* @return a new iterator
*/
public static RemoteIterator closingRemoteIterator(
RemoteIterator iterator,
Closeable toClose) {
return new CloseRemoteIterator<>(iterator, toClose);
}
/**
* Wrap an iterator with one which adds a continuation probe.
* This allows work to exit fast without complicated breakout logic
* @param iterator source
* @param continueWork predicate which will trigger a fast halt if it returns false.
* @param source type.
* @return a new iterator
*/
public static RemoteIterator haltableRemoteIterator(
final RemoteIterator iterator,
final CallableRaisingIOE continueWork) {
return new HaltableRemoteIterator<>(iterator, continueWork);
}
/**
* A remote iterator which simply counts up, stopping once the
* value is greater than the value of {@code excludedFinish}.
* This is primarily for tests or when submitting work into a TaskPool.
* equivalent to
*
* for(long l = start, l < excludedFinish; l++) yield l;
*
* @param start start value
* @param excludedFinish excluded finish
* @return an iterator which returns longs from [start, finish)
*/
public static RemoteIterator rangeExcludingIterator(
final long start, final long excludedFinish) {
return new RangeExcludingLongIterator(start, excludedFinish);
}
/**
* Build a list from a RemoteIterator.
* @param source source iterator
* @param type
* @return a list of the values.
* @throws IOException if the source RemoteIterator raises it.
*/
public static List toList(RemoteIterator source)
throws IOException {
List l = new ArrayList<>();
foreach(source, l::add);
return l;
}
/**
* Build an array from a RemoteIterator.
* @param source source iterator
* @param a destination array; if too small a new array
* of the same type is created
* @param type
* @return an array of the values.
* @throws IOException if the source RemoteIterator raises it.
*/
public static T[] toArray(RemoteIterator source,
T[] a) throws IOException {
List list = toList(source);
return list.toArray(a);
}
/**
* Apply an operation to all values of a RemoteIterator.
*
* If the iterator is an IOStatisticsSource returning a non-null
* set of statistics, and this classes log is set to DEBUG,
* then the statistics of the operation are evaluated and logged at
* debug.
*
* The number of entries processed is returned, as it is useful to
* know this, especially during tests or when reporting values
* to users.
*
* This does not close the iterator afterwards.
* @param source iterator source
* @param consumer consumer of the values.
* @return the number of elements processed
* @param type of source
* @throws IOException if the source RemoteIterator or the consumer raise one.
*/
public static long foreach(
RemoteIterator source,
ConsumerRaisingIOE consumer) throws IOException {
long count = 0;
try {
while (source.hasNext()) {
count++;
consumer.accept(source.next());
}
} finally {
cleanupRemoteIterator(source);
}
return count;
}
/**
* Clean up after an iteration.
* If the log is at debug, calculate and log the IOStatistics.
* If the iterator is closeable, cast and then cleanup the iterator
* @param source iterator source
* @param type of source
*/
public static void cleanupRemoteIterator(RemoteIterator source) {
// maybe log the results
logIOStatisticsAtDebug(LOG, "RemoteIterator Statistics: {}", source);
if (source instanceof Closeable) {
/* source is closeable, so close.*/
IOUtils.cleanupWithLogger(LOG, (Closeable) source);
}
}
/**
* A remote iterator from a singleton. It has a single next()
* value, after which hasNext() returns false and next() fails.
*
* If it is a source of
* remote statistics, these are returned.
* @param type.
*/
private static final class SingletonIterator
implements RemoteIterator, IOStatisticsSource {
/**
* Single entry.
*/
private final T singleton;
/** Has the entry been processed? */
private boolean processed;
/**
* Instantiate.
* @param singleton single value...may be null
*/
private SingletonIterator(@Nullable T singleton) {
this.singleton = singleton;
// if the entry is null, consider it processed.
this.processed = singleton == null;
}
@Override
public boolean hasNext() throws IOException {
return !processed;
}
@SuppressWarnings("NewExceptionWithoutArguments")
@Override
public T next() throws IOException {
if (hasNext()) {
processed = true;
return singleton;
} else {
throw new NoSuchElementException();
}
}
@Override
public IOStatistics getIOStatistics() {
return retrieveIOStatistics(singleton);
}
@Override
public String toString() {
return "SingletonIterator{"
+ (singleton != null ? singleton : "")
+ '}';
}
}
/**
* Create a remote iterator from a simple java.util.Iterator, or
* an iterable.
*
* If the iterator is a source of statistics that is passed through.
*
* The {@link #close()} will close the source iterator if it is
* Closeable;
* @param iterator type.
*/
private static final class WrappedJavaIterator
implements RemoteIterator, IOStatisticsSource, Closeable {
/**
* inner iterator..
*/
private final Iterator source;
private final Closeable sourceToClose;
/**
* Construct from an interator.
* @param source source iterator.
*/
private WrappedJavaIterator(Iterator source) {
this.source = requireNonNull(source);
sourceToClose = new MaybeClose(source);
}
@Override
public boolean hasNext() {
return source.hasNext();
}
@Override
public T next() {
return source.next();
}
@Override
public IOStatistics getIOStatistics() {
return retrieveIOStatistics(source);
}
@Override
public String toString() {
return "FromIterator{" + source + '}';
}
@Override
public void close() throws IOException {
sourceToClose.close();
}
}
/**
* Wrapper of another remote iterator; IOStatistics
* and Closeable methods are passed down if implemented.
* This class may be subclassed within the hadoop codebase
* if custom iterators are needed.
* @param source type
* @param type of returned value
*/
public static abstract class WrappingRemoteIterator
implements RemoteIterator, IOStatisticsSource, Closeable {
/**
* Source iterator.
*/
private final RemoteIterator source;
private final Closeable sourceToClose;
protected WrappingRemoteIterator(final RemoteIterator source) {
this.source = requireNonNull(source);
sourceToClose = new MaybeClose(source);
}
protected RemoteIterator getSource() {
return source;
}
@Override
public IOStatistics getIOStatistics() {
return retrieveIOStatistics(source);
}
@Override
public void close() throws IOException {
sourceToClose.close();
}
/**
* Check for the source having a next element.
* If it does not, this object's close() method
* is called and false returned
* @return true if there is a new value
* @throws IOException failure to retrieve next value
*/
protected boolean sourceHasNext() throws IOException {
boolean hasNext;
try {
hasNext = getSource().hasNext();
} catch (IOException e) {
IOUtils.cleanupWithLogger(LOG, this);
throw e;
}
if (!hasNext) {
// there is nothing less so automatically close.
close();
}
return hasNext;
}
/**
* Get the next source value.
* This calls {@link #sourceHasNext()} first to verify
* that there is data.
* @return the next value
* @throws IOException failure
* @throws NoSuchElementException no more data
*/
protected S sourceNext() throws IOException {
try {
if (!sourceHasNext()) {
throw new NoSuchElementException();
}
return getSource().next();
} catch (NoSuchElementException | IOException e) {
IOUtils.cleanupWithLogger(LOG, this);
throw e;
}
}
@Override
public String toString() {
return source.toString();
}
}
/**
* Iterator taking a source and a transformational function.
* @param source type
* @param final output type.There
*/
private static final class MappingRemoteIterator
extends WrappingRemoteIterator {
/**
* Mapper to invoke.
*/
private final FunctionRaisingIOE mapper;
private MappingRemoteIterator(
RemoteIterator source,
FunctionRaisingIOE mapper) {
super(source);
this.mapper = requireNonNull(mapper);
}
@Override
public boolean hasNext() throws IOException {
return sourceHasNext();
}
@Override
public T next() throws IOException {
return mapper.apply(sourceNext());
}
@Override
public String toString() {
return "FunctionRemoteIterator{" + getSource() + '}';
}
}
/**
* RemoteIterator which can change the type of the input.
* This is useful in some situations.
* @param source type
* @param final output type.
*/
private static final class TypeCastingRemoteIterator
extends WrappingRemoteIterator {
private TypeCastingRemoteIterator(
RemoteIterator source) {
super(source);
}
@Override
public boolean hasNext() throws IOException {
return sourceHasNext();
}
@Override
public T next() throws IOException {
return (T)sourceNext();
}
@Override
public String toString() {
return getSource().toString();
}
}
/**
* Extend the wrapped iterator by filtering source values out.
* Only those values for which the filter predicate returns true
* will be returned.
* @param type of iterator.
*/
@SuppressWarnings("NewExceptionWithoutArguments")
private static final class FilteringRemoteIterator
extends WrappingRemoteIterator {
/**
* Filter Predicate.
* Takes the input type or any superclass.
*/
private final FunctionRaisingIOE
filter;
/**
* Next value; will be null if none has been evaluated, or the
* last one was already returned by next().
*/
private S next;
/**
* An iterator which combines filtering with transformation.
* All source elements for which filter = true are returned,
* transformed via the mapper.
* @param source source iterator.
* @param filter filter predicate.
*/
private FilteringRemoteIterator(
RemoteIterator source,
FunctionRaisingIOE filter) {
super(source);
this.filter = requireNonNull(filter);
}
/**
* Fetch: retrieve the next value.
* @return true if a new value was found after filtering.
* @throws IOException failure in retrieval from source or mapping
*/
private boolean fetch() throws IOException {
while (next == null && sourceHasNext()) {
S candidate = getSource().next();
if (filter.apply(candidate)) {
next = candidate;
return true;
}
}
return false;
}
/**
* Trigger a fetch if an entry is needed.
* @return true if there was already an entry return,
* or there was not but one could then be retrieved.set
* @throws IOException failure in fetch operation
*/
@Override
public boolean hasNext() throws IOException {
if (next != null) {
return true;
}
return fetch();
}
/**
* Return the next value.
* Will retrieve the next elements if needed.
* This is where the mapper takes place.
* @return true if there is another data element.
* @throws IOException failure in fetch operation or the transformation.
* @throws NoSuchElementException no more data
*/
@Override
public S next() throws IOException {
if (hasNext()) {
S result = next;
next = null;
return result;
}
throw new NoSuchElementException();
}
@Override
public String toString() {
return "FilteringRemoteIterator{" + getSource() + '}';
}
}
/**
* A wrapping remote iterator which adds another entry to
* close. This is to assist cleanup.
* @param type
*/
private static final class CloseRemoteIterator
extends WrappingRemoteIterator {
private final MaybeClose toClose;
private boolean closed;
private CloseRemoteIterator(
final RemoteIterator source,
final Closeable toClose) {
super(source);
this.toClose = new MaybeClose(Objects.requireNonNull(toClose));
}
@Override
public boolean hasNext() throws IOException {
return sourceHasNext();
}
@Override
public S next() throws IOException {
return sourceNext();
}
@Override
public void close() throws IOException {
if (closed) {
return;
}
closed = true;
LOG.debug("Closing {}", this);
try {
super.close();
} finally {
toClose.close();
}
}
}
/**
* Class to help with Closeable logic, where sources may/may not
* be closeable, only one invocation is allowed.
* On the second and later call of close(), it is a no-op.
*/
private static final class MaybeClose implements Closeable {
private Closeable toClose;
/**
* Construct.
* @param o object to close.
*/
private MaybeClose(Object o) {
this(o, true);
}
/**
* Construct -close the object if it is closeable and close==true.
* @param o object to close.
* @param close should close?
*/
private MaybeClose(Object o, boolean close) {
if (close && o instanceof Closeable) {
this.toClose = (Closeable) o;
} else {
this.toClose = null;
}
}
@Override
public void close() throws IOException {
if (toClose != null) {
try {
toClose.close();
} finally {
toClose = null;
}
}
}
}
/**
* An iterator which allows for a fast exit predicate.
* @param source type
*/
private static final class HaltableRemoteIterator
extends WrappingRemoteIterator {
/**
* Probe as to whether work should continue.
*/
private final CallableRaisingIOE continueWork;
/**
* Wrap an iterator with one which adds a continuation probe.
* The probe will be called in the {@link #hasNext()} method, before
* the source iterator is itself checked and in {@link #next()}
* before retrieval.
* That is: it may be called multiple times per iteration.
* @param source source iterator.
* @param continueWork predicate which will trigger a fast halt if it returns false.
*/
private HaltableRemoteIterator(
final RemoteIterator source,
final CallableRaisingIOE continueWork) {
super(source);
this.continueWork = continueWork;
}
@Override
public boolean hasNext() throws IOException {
return sourceHasNext();
}
@Override
public S next() throws IOException {
return sourceNext();
}
@Override
protected boolean sourceHasNext() throws IOException {
return continueWork.apply() && super.sourceHasNext();
}
}
/**
* A remote iterator which simply counts up, stopping once the
* value is greater than the finish.
* This is primarily for tests or when submitting work into a TaskPool.
*/
private static final class RangeExcludingLongIterator implements RemoteIterator {
/**
* Current value.
*/
private long current;
/**
* End value.
*/
private final long excludedFinish;
/**
* Construct.
* @param start start value.
* @param excludedFinish halt the iterator once the current value is equal
* to or greater than this.
*/
private RangeExcludingLongIterator(final long start, final long excludedFinish) {
this.current = start;
this.excludedFinish = excludedFinish;
}
@Override
public boolean hasNext() throws IOException {
return current < excludedFinish;
}
@Override
public Long next() throws IOException {
if (!hasNext()) {
throw new NoSuchElementException();
}
final long s = current;
current++;
return s;
}
}
}
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