Robust handling and management of S3 streams for MSQ shuffle storage (#13741)

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Rohan Garg 2023-02-07 14:17:37 +05:30 committed by GitHub
parent b33962cab7
commit a0f8889f23
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2 changed files with 142 additions and 29 deletions

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@ -25,19 +25,33 @@ import com.amazonaws.services.s3.model.ListObjectsV2Request;
import com.amazonaws.services.s3.model.ListObjectsV2Result; import com.amazonaws.services.s3.model.ListObjectsV2Result;
import com.amazonaws.services.s3.model.S3ObjectSummary; import com.amazonaws.services.s3.model.S3ObjectSummary;
import com.google.common.base.Joiner; import com.google.common.base.Joiner;
import com.google.common.base.Preconditions;
import com.google.common.base.Predicates;
import org.apache.druid.data.input.impl.RetryingInputStream; import org.apache.druid.data.input.impl.RetryingInputStream;
import org.apache.druid.data.input.impl.prefetch.ObjectOpenFunction; import org.apache.druid.data.input.impl.prefetch.ObjectOpenFunction;
import org.apache.druid.java.util.common.FileUtils;
import org.apache.druid.java.util.common.IAE; import org.apache.druid.java.util.common.IAE;
import org.apache.druid.java.util.common.IOE;
import org.apache.druid.java.util.common.RE;
import org.apache.druid.java.util.common.StringUtils;
import org.apache.druid.storage.StorageConnector; import org.apache.druid.storage.StorageConnector;
import org.apache.druid.storage.s3.S3Utils; import org.apache.druid.storage.s3.S3Utils;
import org.apache.druid.storage.s3.ServerSideEncryptingAmazonS3; import org.apache.druid.storage.s3.ServerSideEncryptingAmazonS3;
import javax.annotation.Nonnull; import javax.annotation.Nonnull;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileNotFoundException;
import java.io.IOException; import java.io.IOException;
import java.io.InputStream; import java.io.InputStream;
import java.io.OutputStream; import java.io.OutputStream;
import java.io.SequenceInputStream;
import java.util.ArrayList; import java.util.ArrayList;
import java.util.Enumeration;
import java.util.List; import java.util.List;
import java.util.UUID;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.concurrent.atomic.AtomicLong;
import java.util.stream.Collectors; import java.util.stream.Collectors;
public class S3StorageConnector implements StorageConnector public class S3StorageConnector implements StorageConnector
@ -48,11 +62,23 @@ public class S3StorageConnector implements StorageConnector
private static final String DELIM = "/"; private static final String DELIM = "/";
private static final Joiner JOINER = Joiner.on(DELIM).skipNulls(); private static final Joiner JOINER = Joiner.on(DELIM).skipNulls();
private static final long DOWNLOAD_MAX_CHUNK_SIZE = 100_000_000;
public S3StorageConnector(S3OutputConfig config, ServerSideEncryptingAmazonS3 serverSideEncryptingAmazonS3) public S3StorageConnector(S3OutputConfig config, ServerSideEncryptingAmazonS3 serverSideEncryptingAmazonS3)
{ {
this.config = config; this.config = config;
this.s3Client = serverSideEncryptingAmazonS3; this.s3Client = serverSideEncryptingAmazonS3;
Preconditions.checkNotNull(config, "config is null");
Preconditions.checkNotNull(config.getTempDir(), "tempDir is null in s3 config");
try {
FileUtils.mkdirp(config.getTempDir());
}
catch (IOException e) {
throw new RE(
e,
StringUtils.format("Cannot create tempDir : [%s] for s3 storage connector", config.getTempDir())
);
}
} }
@Override @Override
@ -62,13 +88,13 @@ public class S3StorageConnector implements StorageConnector
} }
@Override @Override
public InputStream read(String path) throws IOException public InputStream read(String path)
{ {
return buildInputStream(new GetObjectRequest(config.getBucket(), objectPath(path))); return buildInputStream(new GetObjectRequest(config.getBucket(), objectPath(path)), path);
} }
@Override @Override
public InputStream readRange(String path, long from, long size) throws IOException public InputStream readRange(String path, long from, long size)
{ {
if (from < 0 || size < 0) { if (from < 0 || size < 0) {
throw new IAE( throw new IAE(
@ -78,13 +104,56 @@ public class S3StorageConnector implements StorageConnector
size size
); );
} }
return buildInputStream(new GetObjectRequest(config.getBucket(), objectPath(path)).withRange(from, from + size - 1)); return buildInputStream(
new GetObjectRequest(config.getBucket(), objectPath(path)).withRange(from, from + size - 1),
path
);
} }
private RetryingInputStream buildInputStream(GetObjectRequest getObjectRequest) throws IOException private InputStream buildInputStream(GetObjectRequest getObjectRequest, String path)
{ {
return new RetryingInputStream<>( // fetch the size of the whole object to make chunks
getObjectRequest, long readEnd;
AtomicLong currReadStart = new AtomicLong(0);
if (getObjectRequest.getRange() != null) {
currReadStart.set(getObjectRequest.getRange()[0]);
readEnd = getObjectRequest.getRange()[1] + 1;
} else {
readEnd = this.s3Client.getObjectMetadata(config.getBucket(), objectPath(path)).getInstanceLength();
}
// build a sequence input stream from chunks
return new SequenceInputStream(new Enumeration<InputStream>()
{
@Override
public boolean hasMoreElements()
{
// don't stop until the whole object is downloaded
return currReadStart.get() < readEnd;
}
@Override
public InputStream nextElement()
{
File outFile = new File(config.getTempDir().getAbsolutePath(), UUID.randomUUID().toString());
// in a single chunk, only download a maximum of DOWNLOAD_MAX_CHUNK_SIZE
long endPoint = Math.min(currReadStart.get() + DOWNLOAD_MAX_CHUNK_SIZE, readEnd) - 1;
try {
if (!outFile.createNewFile()) {
throw new IOE(
StringUtils.format(
"Could not create temporary file [%s] for copying [%s]",
outFile.getAbsolutePath(),
objectPath(path)
)
);
}
FileUtils.copyLarge(
() -> new RetryingInputStream<>(
new GetObjectRequest(
config.getBucket(),
objectPath(path)
).withRange(currReadStart.get(), endPoint),
new ObjectOpenFunction<GetObjectRequest>() new ObjectOpenFunction<GetObjectRequest>()
{ {
@Override @Override
@ -96,18 +165,55 @@ public class S3StorageConnector implements StorageConnector
@Override @Override
public InputStream open(GetObjectRequest object, long offset) public InputStream open(GetObjectRequest object, long offset)
{ {
final GetObjectRequest offsetObjectRequest = new GetObjectRequest( if (object.getRange() != null) {
object.getBucketName(), long[] oldRange = object.getRange();
object.getKey() object.setRange(oldRange[0] + offset, oldRange[1]);
); } else {
offsetObjectRequest.setRange(offset); object.setRange(offset);
return open(offsetObjectRequest); }
return open(object);
} }
}, },
S3Utils.S3RETRY, S3Utils.S3RETRY,
config.getMaxRetry() 3
),
outFile,
new byte[8 * 1024],
Predicates.alwaysFalse(),
1,
StringUtils.format("Retrying copying of [%s] to [%s]", objectPath(path), outFile.getAbsolutePath())
); );
} }
catch (IOException e) {
throw new RE(e, StringUtils.format("Unable to copy [%s] to [%s]", objectPath(path), outFile));
}
try {
AtomicBoolean isClosed = new AtomicBoolean(false);
return new FileInputStream(outFile)
{
@Override
public void close() throws IOException
{
// close should be idempotent
if (isClosed.get()) {
return;
}
isClosed.set(true);
super.close();
// since endPoint is inclusive in s3's get request API, the next currReadStart is endpoint + 1
currReadStart.set(endPoint + 1);
if (!outFile.delete()) {
throw new RE("Cannot delete temp file [%s]", outFile);
}
}
};
}
catch (FileNotFoundException e) {
throw new RE(e, StringUtils.format("Unable to find temp file [%s]", outFile));
}
}
});
}
@Override @Override
public OutputStream write(String path) throws IOException public OutputStream write(String path) throws IOException

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@ -24,6 +24,7 @@ import com.amazonaws.services.s3.model.DeleteObjectsRequest;
import com.amazonaws.services.s3.model.GetObjectRequest; import com.amazonaws.services.s3.model.GetObjectRequest;
import com.amazonaws.services.s3.model.ListObjectsV2Request; import com.amazonaws.services.s3.model.ListObjectsV2Request;
import com.amazonaws.services.s3.model.ListObjectsV2Result; import com.amazonaws.services.s3.model.ListObjectsV2Result;
import com.amazonaws.services.s3.model.ObjectMetadata;
import com.amazonaws.services.s3.model.S3Object; import com.amazonaws.services.s3.model.S3Object;
import com.amazonaws.services.s3.model.S3ObjectSummary; import com.amazonaws.services.s3.model.S3ObjectSummary;
import com.google.common.collect.ImmutableList; import com.google.common.collect.ImmutableList;
@ -104,9 +105,15 @@ public class S3StorageConnectorTest
public void pathRead() throws IOException public void pathRead() throws IOException
{ {
EasyMock.reset(S3_CLIENT); EasyMock.reset(S3_CLIENT);
ObjectMetadata objectMetadata = new ObjectMetadata();
long contentLength = "test".getBytes(StandardCharsets.UTF_8).length;
objectMetadata.setContentLength(contentLength);
S3Object s3Object = new S3Object(); S3Object s3Object = new S3Object();
s3Object.setObjectContent(new ByteArrayInputStream("test".getBytes(StandardCharsets.UTF_8))); s3Object.setObjectContent(new ByteArrayInputStream("test".getBytes(StandardCharsets.UTF_8)));
EasyMock.expect(S3_CLIENT.getObject(new GetObjectRequest(BUCKET, PREFIX + "/" + TEST_FILE))).andReturn(s3Object); EasyMock.expect(S3_CLIENT.getObjectMetadata(EasyMock.anyObject())).andReturn(objectMetadata);
EasyMock.expect(S3_CLIENT.getObject(
new GetObjectRequest(BUCKET, PREFIX + "/" + TEST_FILE).withRange(0, contentLength - 1))
).andReturn(s3Object);
EasyMock.replay(S3_CLIENT); EasyMock.replay(S3_CLIENT);
String readText = new BufferedReader( String readText = new BufferedReader(
@ -141,8 +148,8 @@ public class S3StorageConnectorTest
InputStream is = storageConnector.readRange(TEST_FILE, start, length); InputStream is = storageConnector.readRange(TEST_FILE, start, length);
byte[] dataBytes = new byte[length]; byte[] dataBytes = new byte[length];
Assert.assertEquals(is.read(dataBytes), length); Assert.assertEquals(length, is.read(dataBytes));
Assert.assertEquals(is.read(), -1); // reading further produces no data Assert.assertEquals(-1, is.read()); // reading further produces no data
Assert.assertEquals(dataQueried, new String(dataBytes, StandardCharsets.UTF_8)); Assert.assertEquals(dataQueried, new String(dataBytes, StandardCharsets.UTF_8));
EasyMock.reset(S3_CLIENT); EasyMock.reset(S3_CLIENT);
} }