parent
c46e6e4c68
commit
f8067f8f96
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@ -27,6 +27,7 @@ import org.datavec.api.split.streams.FileStreamCreatorFunction;
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import org.datavec.api.writable.Writable;
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import org.nd4j.common.function.Function;
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import java.io.Closeable;
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import java.io.IOException;
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import java.io.InputStream;
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import java.net.URI;
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@ -84,4 +85,54 @@ public abstract class BaseRecordReader implements RecordReader {
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public List<List<Writable>> next(int num) {
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throw new UnsupportedOperationException();
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}
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/**
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* Closes this resource, relinquishing any underlying resources.
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* This method is invoked automatically on objects managed by the
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* {@code try}-with-resources statement.
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*
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* <p>While this interface method is declared to throw {@code
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* Exception}, implementers are <em>strongly</em> encouraged to
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* declare concrete implementations of the {@code close} method to
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* throw more specific exceptions, or to throw no exception at all
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* if the close operation cannot fail.
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*
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* <p> Cases where the close operation may fail require careful
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* attention by implementers. It is strongly advised to relinquish
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* the underlying resources and to internally <em>mark</em> the
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* resource as closed, prior to throwing the exception. The {@code
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* close} method is unlikely to be invoked more than once and so
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* this ensures that the resources are released in a timely manner.
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* Furthermore it reduces problems that could arise when the resource
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* wraps, or is wrapped, by another resource.
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*
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* <p><em>Implementers of this interface are also strongly advised
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* to not have the {@code close} method throw {@link
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* InterruptedException}.</em>
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* <p>
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* This exception interacts with a thread's interrupted status,
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* and runtime misbehavior is likely to occur if an {@code
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* InterruptedException} is {@linkplain Throwable#addSuppressed
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* suppressed}.
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* <p>
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* More generally, if it would cause problems for an
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* exception to be suppressed, the {@code AutoCloseable.close}
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* method should not throw it.
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*
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* <p>Note that unlike the {@link Closeable#close close}
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* method of {@link Closeable}, this {@code close} method
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* is <em>not</em> required to be idempotent. In other words,
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* calling this {@code close} method more than once may have some
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* visible side effect, unlike {@code Closeable.close} which is
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* required to have no effect if called more than once.
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* <p>
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* However, implementers of this interface are strongly encouraged
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* to make their {@code close} methods idempotent.
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*
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* @throws Exception if this resource cannot be closed
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*/
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@Override
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public void close() throws Exception {
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inputSplit.close();
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}
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}
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@ -33,7 +33,7 @@ import java.net.URI;
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import java.util.Collection;
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import java.util.List;
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public interface RecordReader extends Closeable, Serializable, Configurable {
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public interface RecordReader extends AutoCloseable, Serializable, Configurable {
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String NAME_SPACE = RecordReader.class.getName();
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@ -82,9 +82,10 @@ public class ComposableRecordReader extends BaseRecordReader {
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}
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@Override
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public void close() throws IOException {
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for (RecordReader reader : readers)
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reader.close();
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public void close() throws Exception {
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for (RecordReader reader : readers) {
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reader.close();
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}
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}
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@Override
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@ -80,7 +80,7 @@ public class ConcatenatingRecordReader extends BaseRecordReader {
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}
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@Override
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public void close() throws IOException {
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public void close() throws Exception {
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for (RecordReader reader : readers)
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reader.close();
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}
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@ -68,11 +68,6 @@ public class CollectionRecordReader extends BaseRecordReader {
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return records.hasNext();
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}
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@Override
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public void close() throws IOException {
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}
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@Override
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public void setConf(Configuration conf) {
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@ -72,11 +72,6 @@ public class CollectionSequenceRecordReader extends BaseRecordReader implements
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return records.hasNext();
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}
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@Override
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public void close() throws IOException {
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}
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@Override
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public void setConf(Configuration conf) {
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@ -150,24 +150,6 @@ public class ListStringRecordReader extends BaseRecordReader {
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throw new UnsupportedOperationException("Loading from metadata not yet implemented");
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}
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/**
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* Closes this stream and releases any system resources associated
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* with it. If the stream is already closed then invoking this
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* method has no effect.
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* <p>
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* <p> As noted in {@link AutoCloseable#close()}, cases where the
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* close may fail require careful attention. It is strongly advised
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* to relinquish the underlying resources and to internally
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* <em>mark</em> the {@code Closeable} as closed, prior to throwing
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* the {@code IOException}.
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*
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* @throws IOException if an I/O error occurs
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*/
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@Override
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public void close() throws IOException {
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}
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/**
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* Set the configuration to be used by this object.
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*
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@ -152,7 +152,7 @@ public class FileBatchRecordReader implements RecordReader {
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}
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@Override
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public void close() throws IOException {
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public void close() throws Exception {
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recordReader.close();
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}
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@ -172,7 +172,7 @@ public class FileBatchSequenceRecordReader implements SequenceRecordReader {
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}
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@Override
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public void close() throws IOException {
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public void close() throws Exception {
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recordReader.close();
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}
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@ -258,7 +258,7 @@ public class TransformProcessRecordReader implements RecordReader {
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* @throws IOException if an I/O error occurs
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*/
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@Override
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public void close() throws IOException {
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public void close() throws Exception {
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recordReader.close();
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}
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@ -308,7 +308,7 @@ public class TransformProcessSequenceRecordReader implements SequenceRecordReade
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* @throws IOException if an I/O error occurs
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*/
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@Override
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public void close() throws IOException {
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public void close() throws Exception {
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sequenceRecordReader.close();
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}
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}
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@ -20,6 +20,7 @@
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package org.datavec.api.split;
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import lombok.Getter;
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import org.apache.commons.io.FilenameUtils;
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import org.apache.commons.io.filefilter.IOFileFilter;
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import org.apache.commons.io.filefilter.RegexFileFilter;
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@ -36,7 +37,7 @@ import java.util.*;
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public class FileSplit extends BaseInputSplit {
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protected File rootDir;
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@Getter protected File rootDir;
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// Use for Collections, pass in list of file type strings
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protected String[] allowFormat = null;
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protected boolean recursive = true;
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@ -227,11 +228,6 @@ public class FileSplit extends BaseInputSplit {
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}
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public File getRootDir() {
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return rootDir;
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}
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private List<File> listFiles(File dir, String[] allowedFormats, boolean recursive) {
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Preconditions.checkState(dir.isDirectory(), "Argument is not a directory: %s", dir);
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IOFileFilter filter;
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@ -26,7 +26,7 @@ import java.io.OutputStream;
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import java.net.URI;
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import java.util.Iterator;
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public interface InputSplit {
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public interface InputSplit extends AutoCloseable {
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/**
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*/
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boolean resetSupported();
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/**
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* Close input/ output streams if any
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*/
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void close();
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}
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@ -115,9 +115,8 @@ public class TransformSplit extends BaseInputSplit {
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* Close input/ output streams if any
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*/
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@Override
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public void close() {
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public void close() throws Exception {
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sourceSplit.close();
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}
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public interface URITransform {
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@ -230,8 +230,10 @@ public class CSVSequenceRecordReaderTest extends BaseND4JTest {
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}
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@Override
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public void close() throws Exception {
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}
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}
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@ -46,6 +46,11 @@ public class InputSplitTests extends BaseND4JTest {
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@Test
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public void testSample() throws URISyntaxException {
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BaseInputSplit split = new BaseInputSplit() {
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@Override
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public void close() throws Exception {
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}
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{
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String[] paths = {"label0/group1_img.tif", "label1/group1_img.jpg", "label2/group1_img.png",
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"label3/group1_img.jpeg", "label4/group1_img.bmp", "label5/group1_img.JPEG",
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@ -18,19 +18,16 @@
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* *****************************************************************************
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*/
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package org.datavec.api.split.parittion;
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package org.datavec.api.split.partition;
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import org.junit.jupiter.api.io.TempDir;
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import org.nd4j.common.tests.BaseND4JTest;
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import com.google.common.io.Files;
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import org.datavec.api.conf.Configuration;
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import org.datavec.api.split.FileSplit;
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import org.datavec.api.split.partition.NumberOfRecordsPartitioner;
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import org.datavec.api.split.partition.PartitionMetaData;
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import org.datavec.api.split.partition.Partitioner;
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import org.junit.jupiter.api.Test;
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import java.io.File;
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import java.io.OutputStream;
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import java.nio.file.Path;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertNotNull;
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@ -38,9 +35,8 @@ import static org.junit.jupiter.api.Assertions.assertTrue;
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public class PartitionerTests extends BaseND4JTest {
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@Test
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public void testRecordsPerFilePartition() {
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public void testRecordsPerFilePartition(@TempDir Path tmpDir) {
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Partitioner partitioner = new NumberOfRecordsPartitioner();
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File tmpDir = Files.createTempDir();
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FileSplit fileSplit = new FileSplit(tmpDir);
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assertTrue(fileSplit.needsBootstrapForWrite());
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fileSplit.bootStrapForWrite();
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}
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@Test
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public void testInputAddFile() throws Exception {
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public void testInputAddFile(@TempDir Path tmpDir) throws Exception {
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Partitioner partitioner = new NumberOfRecordsPartitioner();
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File tmpDir = Files.createTempDir();
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FileSplit fileSplit = new FileSplit(tmpDir);
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assertTrue(fileSplit.needsBootstrapForWrite());
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fileSplit.bootStrapForWrite();
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@ -154,11 +154,6 @@ public abstract class BaseAudioRecordReader extends BaseRecordReader {
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}
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@Override
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public void close() throws IOException {
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}
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@Override
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public void setConf(Configuration conf) {
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this.conf = conf;
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@ -336,8 +336,7 @@ public class NativeImageLoader extends BaseImageLoader {
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@Override
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public Image asImageMatrix(InputStream inputStream, boolean nchw) throws IOException {
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throw new RuntimeException("Deprecated. Not implemented.");
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/*Mat mat = streamToMat(inputStream);
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Mat mat = streamToMat(inputStream);
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Mat image = imdecode(mat, IMREAD_ANYDEPTH | IMREAD_ANYCOLOR);
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if (image == null || image.empty()) {
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PIX pix = pixReadMem(mat.data(), mat.cols());
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@ -348,14 +347,20 @@ public class NativeImageLoader extends BaseImageLoader {
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pixDestroy(pix);
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}
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INDArray a = asMatrix(image);
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if(!nchw)
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a = a.permute(0,2,3,1); //NCHW to NHWC
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if(!nchw) a = swapNCHWtoNHWC(a);
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Image i = new Image(a, image.channels(), image.rows(), image.cols());
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image.deallocate();
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return i;
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}
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*/
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/**
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* Change channel order from NCHW to NHWC
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* @param a input INDArray
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* @return swapped INDArray
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*/
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private INDArray swapNCHWtoNHWC(INDArray a) {
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return a.permute(0,2,3,1); //NCHW to NHWC
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}
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/**
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@ -405,8 +405,8 @@ public abstract class BaseImageRecordReader extends BaseRecordReader {
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}
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@Override
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public void close() throws IOException {
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this.inputSplit.close();
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public void close() throws Exception {
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inputSplit.close();
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}
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@Override
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@ -80,7 +80,7 @@ public class LoaderTests {
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String subDir = "cifar/cifar-10-batches-bin/data_batch_1.bin";
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String path = FilenameUtils.concat(System.getProperty("user.home"), subDir);
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byte[] fullDataExpected = new byte[3073];
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FileInputStream inExpected = new FileInputStream(new File(path));
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FileInputStream inExpected = new FileInputStream(path);
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inExpected.read(fullDataExpected);
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byte[] fullDataActual = new byte[3073];
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@ -45,6 +45,7 @@ import org.nd4j.common.io.ClassPathResource;
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import java.io.File;
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import java.net.URI;
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import java.nio.file.Path;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collections;
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@ -54,18 +55,13 @@ import static org.junit.jupiter.api.Assertions.*;
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public class TestObjectDetectionRecordReader {
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@TempDir
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public File testDir;
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@Test
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public void test() throws Exception {
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public void test(@TempDir Path testDir) throws Exception {
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for(boolean nchw : new boolean[]{true, false}) {
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ImageObjectLabelProvider lp = new TestImageObjectDetectionLabelProvider();
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File f = testDir;
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new ClassPathResource("datavec-data-image/objdetect/").copyDirectory(f);
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String path = new File(f, "000012.jpg").getParent();
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new ClassPathResource("datavec-data-image/objdetect/").copyDirectory(testDir);
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Path path = testDir.resolve("000012.jpg").getParent();
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int h = 32;
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int w = 32;
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int gH = 10;
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//Enforce consistent iteration order for tests
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URI[] u = new FileSplit(new File(path)).locations();
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URI[] u = new FileSplit(path).locations();
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Arrays.sort(u);
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RecordReader rr = new ObjectDetectionRecordReader(h, w, c, gH, gW, nchw, lp);
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@ -154,7 +150,7 @@ public class TestObjectDetectionRecordReader {
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rr.reset();
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Record record = rr.nextRecord();
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RecordMetaDataImageURI metadata = (RecordMetaDataImageURI) record.getMetaData();
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assertEquals(new File(path, "000012.jpg"), new File(metadata.getURI()));
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assertEquals( path.resolve( "000012.jpg").toFile(), new File(metadata.getURI()));
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assertEquals(3, metadata.getOrigC());
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assertEquals((int) origH[0], metadata.getOrigH());
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assertEquals((int) origW[0], metadata.getOrigW());
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@ -44,9 +44,7 @@ import java.lang.reflect.Array;
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import java.util.*;
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@Slf4j
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@Builder
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@AllArgsConstructor
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@EqualsAndHashCode(callSuper = true)
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public class DynamicCustomOp extends DifferentialFunction implements CustomOp {
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private String opName;
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@ -56,7 +54,6 @@ public class DynamicCustomOp extends DifferentialFunction implements CustomOp {
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@Builder.Default
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protected List<INDArray> outputArguments = new ArrayList<>();
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@Builder.Default
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protected List<Double> tArguments = new ArrayList<>();
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@ -33,6 +33,7 @@ import java.net.MalformedURLException;
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import java.net.URISyntaxException;
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import java.net.URL;
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import java.nio.file.Files;
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import java.nio.file.Path;
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import java.nio.file.attribute.FileAttribute;
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import java.util.Enumeration;
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import java.util.zip.ZipEntry;
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@ -143,7 +144,6 @@ public class ClassPathResource extends AbstractFileResolvingResource {
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public void copyDirectory(File destination) throws IOException {
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Preconditions.checkState(destination.exists() && destination.isDirectory(), "Destination directory must exist and be a directory: %s", destination);
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URL url = this.getUrl();
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if (isJarURL(url)) {
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@ -180,6 +180,7 @@ public class ClassPathResource extends AbstractFileResolvingResource {
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try(BufferedOutputStream bos = new BufferedOutputStream(new FileOutputStream(extractTo))){
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InputStream is = getInputStream(name, clazz, classLoader);
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IOUtils.copy(is, bos);
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is.close();
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}
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}
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}
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@ -209,6 +210,9 @@ public class ClassPathResource extends AbstractFileResolvingResource {
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}
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}
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public void copyDirectory(Path destination) throws IOException {
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copyDirectory(destination.toFile());
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}
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public boolean exists() {
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URL url;
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if (this.clazz != null) {
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@ -27,4 +27,6 @@ dependencies {
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implementation projects.cavisDnn.cavisDnnApi
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implementation projects.cavisDatavec.cavisDatavecApi
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implementation "commons-io:commons-io"
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implementation "com.fasterxml.jackson.core:jackson-annotations"
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implementation "com.fasterxml.jackson.core:jackson-core"
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}
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