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HADOOP-19348. Add support for Analytics Accelerator Library for Amazon S3 (DRAFT) #7192
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Original file line number | Diff line number | Diff line change |
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@@ -1760,4 +1760,22 @@ private Constants() { | |
* Value: {@value}. | ||
*/ | ||
public static final String S3A_IO_RATE_LIMIT = "fs.s3a.io.rate.limit"; | ||
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/** | ||
* Config to enable Analytics Accelerator Library for Amazon S3 | ||
* https://github.com/awslabs/analytics-accelerator-s3 | ||
*/ | ||
public static final String ANALYTICS_ACCELERATOR_ENABLED_KEY = "fs.s3a.analytics.accelerator.enabled"; | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. use the prefix ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX here. |
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/** | ||
* Default value for {@link #ANALYTICS_ACCELERATOR_ENABLED_KEY } | ||
* Value {@value}. | ||
*/ | ||
public static final boolean ANALYTICS_ACCELERATOR_ENABLED_DEFAULT = false; | ||
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/** | ||
* Prefix to configure Analytics Accelerator Library | ||
*/ | ||
public static final String ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX = "fs.s3a.analytics.accelerator"; | ||
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} |
Original file line number | Diff line number | Diff line change |
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@@ -54,7 +54,9 @@ | |
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import software.amazon.awssdk.core.ResponseInputStream; | ||
import software.amazon.awssdk.core.exception.SdkException; | ||
import software.amazon.awssdk.services.s3.S3AsyncClient; | ||
import software.amazon.awssdk.services.s3.S3Client; | ||
import software.amazon.awssdk.services.s3.internal.crt.S3CrtAsyncClient; | ||
import software.amazon.awssdk.services.s3.model.CompleteMultipartUploadRequest; | ||
import software.amazon.awssdk.services.s3.model.CompleteMultipartUploadResponse; | ||
import software.amazon.awssdk.services.s3.model.GetBucketLocationRequest; | ||
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@@ -87,6 +89,11 @@ | |
import software.amazon.awssdk.transfer.s3.model.Copy; | ||
import software.amazon.awssdk.transfer.s3.model.CopyRequest; | ||
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import software.amazon.s3.analyticsaccelerator.S3SdkObjectClient; | ||
import software.amazon.s3.analyticsaccelerator.S3SeekableInputStreamConfiguration; | ||
import software.amazon.s3.analyticsaccelerator.S3SeekableInputStreamFactory; | ||
import software.amazon.s3.analyticsaccelerator.common.ConnectorConfiguration; | ||
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import org.apache.hadoop.fs.impl.prefetch.ExecutorServiceFuturePool; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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@@ -317,6 +324,13 @@ public class S3AFileSystem extends FileSystem implements StreamCapabilities, | |
*/ | ||
private S3Client s3Client; | ||
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/** | ||
* CRT-Based S3Client created of analytics accelerator library is enabled | ||
* and managed by the ClientManager. Analytics accelerator library can be | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. nit: Not true as of now, S3AFileSystem is managing the CRT as we are not creating it in the ClientManager/S3AStoreImpl. |
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* enabled with {@link Constants#ANALYTICS_ACCELERATOR_ENABLED_KEY} | ||
*/ | ||
private S3AsyncClient crtClient; | ||
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// initial callback policy is fail-once; it's there just to assist | ||
// some mock tests and other codepaths trying to call the low level | ||
// APIs on an uninitialized filesystem. | ||
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@@ -344,6 +358,9 @@ public class S3AFileSystem extends FileSystem implements StreamCapabilities, | |
// If true, the prefetching input stream is used for reads. | ||
private boolean prefetchEnabled; | ||
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// If true, S3SeekableInputStream from Analytics Accelerator for Amazon S3 will be used. | ||
private boolean analyticsAcceleratorEnabled; | ||
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// Size in bytes of a single prefetch block. | ||
private int prefetchBlockSize; | ||
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@@ -525,6 +542,11 @@ public class S3AFileSystem extends FileSystem implements StreamCapabilities, | |
*/ | ||
private boolean s3AccessGrantsEnabled; | ||
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/** | ||
* Factory to create S3SeekableInputStream if {@link this#analyticsAcceleratorEnabled} is true | ||
*/ | ||
private S3SeekableInputStreamFactory s3SeekableInputStreamFactory; | ||
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/** Add any deprecated keys. */ | ||
@SuppressWarnings("deprecation") | ||
private static void addDeprecatedKeys() { | ||
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@@ -672,6 +694,7 @@ public void initialize(URI name, Configuration originalConf) | |
s3ExpressStore); | ||
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this.prefetchEnabled = conf.getBoolean(PREFETCH_ENABLED_KEY, PREFETCH_ENABLED_DEFAULT); | ||
this.analyticsAcceleratorEnabled = conf.getBoolean(ANALYTICS_ACCELERATOR_ENABLED_KEY, ANALYTICS_ACCELERATOR_ENABLED_DEFAULT); | ||
long prefetchBlockSizeLong = | ||
longBytesOption(conf, PREFETCH_BLOCK_SIZE_KEY, PREFETCH_BLOCK_DEFAULT_SIZE, 1); | ||
if (prefetchBlockSizeLong > (long) Integer.MAX_VALUE) { | ||
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@@ -718,6 +741,17 @@ public void initialize(URI name, Configuration originalConf) | |
// the encryption algorithms) | ||
ClientManager clientManager = createClientManager(name, delegationTokensEnabled); | ||
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if (this.analyticsAcceleratorEnabled) { | ||
LOG.info("Using S3SeekableInputStream"); | ||
this.crtClient = S3CrtAsyncClient.builder().maxConcurrency(600).build(); | ||
ConnectorConfiguration configuration = new ConnectorConfiguration(conf, ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX); | ||
S3SeekableInputStreamConfiguration seekableInputStreamConfiguration = | ||
S3SeekableInputStreamConfiguration.fromConfiguration(configuration); | ||
this.s3SeekableInputStreamFactory = | ||
new S3SeekableInputStreamFactory( | ||
new S3SdkObjectClient(this.crtClient), seekableInputStreamConfiguration); | ||
} | ||
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inputPolicy = S3AInputPolicy.getPolicy( | ||
conf.getTrimmed(INPUT_FADVISE, | ||
Options.OpenFileOptions.FS_OPTION_OPENFILE_READ_POLICY_DEFAULT), | ||
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@@ -1876,6 +1910,8 @@ private FSDataInputStream executeOpen( | |
final Path path, | ||
final OpenFileSupport.OpenFileInformation fileInformation) | ||
throws IOException { | ||
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// create the input stream statistics before opening | ||
// the file so that the time to prepare to open the file is included. | ||
S3AInputStreamStatistics inputStreamStats = | ||
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@@ -1892,6 +1928,14 @@ private FSDataInputStream executeOpen( | |
fileInformation.applyOptions(readContext); | ||
LOG.debug("Opening '{}'", readContext); | ||
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if (this.analyticsAcceleratorEnabled) { | ||
return new FSDataInputStream( | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. input stream creation to be moved to S3AStore, work tracked here: https://issues.apache.org/jira/browse/HADOOP-19369 |
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new S3ASeekableStream( | ||
this.bucket, | ||
pathToKey(path), | ||
s3SeekableInputStreamFactory)); | ||
} | ||
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if (this.prefetchEnabled) { | ||
Configuration configuration = getConf(); | ||
initLocalDirAllocatorIfNotInitialized(configuration); | ||
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@@ -4421,9 +4465,11 @@ public void close() throws IOException { | |
protected synchronized void stopAllServices() { | ||
try { | ||
trackDuration(getDurationTrackerFactory(), FILESYSTEM_CLOSE.getSymbol(), () -> { | ||
closeAutocloseables(LOG, store); | ||
closeAutocloseables(LOG, store, s3SeekableInputStreamFactory); | ||
store = null; | ||
s3Client = null; | ||
crtClient = null; | ||
s3SeekableInputStreamFactory = null; | ||
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// At this point the S3A client is shut down, | ||
// now the executor pools are closed | ||
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@@ -0,0 +1,113 @@ | ||
/* | ||
* Licensed to the Apache Software Foundation (ASF) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* distributed with this work for additional information | ||
* regarding copyright ownership. The ASF licenses this file | ||
* 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. | ||
*/ | ||
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package org.apache.hadoop.fs.s3a; | ||
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import java.io.IOException; | ||
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import org.apache.hadoop.fs.FSExceptionMessages; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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import org.apache.hadoop.fs.FSInputStream; | ||
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import software.amazon.s3.analyticsaccelerator.S3SeekableInputStream; | ||
import software.amazon.s3.analyticsaccelerator.S3SeekableInputStreamFactory; | ||
import software.amazon.s3.analyticsaccelerator.util.S3URI; | ||
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public class S3ASeekableStream extends FSInputStream { | ||
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private S3SeekableInputStream inputStream; | ||
private long lastReadCurrentPos = 0; | ||
private final String key; | ||
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public static final Logger LOG = LoggerFactory.getLogger(S3ASeekableStream.class); | ||
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public S3ASeekableStream(String bucket, String key, S3SeekableInputStreamFactory s3SeekableInputStreamFactory) { | ||
this.inputStream = s3SeekableInputStreamFactory.createStream(S3URI.of(bucket, key)); | ||
this.key = key; | ||
} | ||
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@Override | ||
public int read() throws IOException { | ||
throwIfClosed(); | ||
return inputStream.read(); | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We need to deal with all the Exception handling in read() and seek() calls as done in S3AInputStream. |
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} | ||
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@Override | ||
public void seek(long pos) throws IOException { | ||
throwIfClosed(); | ||
inputStream.seek(pos); | ||
} | ||
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@Override | ||
public synchronized long getPos() { | ||
if (!isClosed()) { | ||
lastReadCurrentPos = inputStream.getPos(); | ||
} | ||
return lastReadCurrentPos; | ||
} | ||
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/** | ||
* Reads the last n bytes from the stream into a byte buffer. Blocks until end of stream is | ||
* reached. Leaves the position of the stream unaltered. | ||
* | ||
* @param buf buffer to read data into | ||
* @param off start position in buffer at which data is written | ||
* @param n the number of bytes to read; the n-th byte should be the last byte of the stream. | ||
* @return the total number of bytes read into the buffer | ||
*/ | ||
public void readTail(byte[] buf, int off, int n) throws IOException { | ||
throwIfClosed(); | ||
inputStream.readTail(buf, off, n); | ||
} | ||
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@Override | ||
public int read(byte[] buf, int off, int len) throws IOException { | ||
throwIfClosed(); | ||
return inputStream.read(buf, off, len); | ||
} | ||
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@Override | ||
public boolean seekToNewSource(long l) throws IOException { | ||
return false; | ||
} | ||
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@Override | ||
public void close() throws IOException { | ||
if (inputStream != null) { | ||
inputStream.close(); | ||
inputStream = null; | ||
super.close(); | ||
} | ||
} | ||
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protected void throwIfClosed() throws IOException { | ||
if (isClosed()) { | ||
throw new IOException(FSExceptionMessages.STREAM_IS_CLOSED); | ||
} | ||
} | ||
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protected boolean isClosed() { | ||
return inputStream == null; | ||
} | ||
} |
Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,97 @@ | ||
/* | ||
* Licensed to the Apache Software Foundation (ASF) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* distributed with this work for additional information | ||
* regarding copyright ownership. The ASF licenses this file | ||
* 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. | ||
*/ | ||
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package org.apache.hadoop.fs.s3a; | ||
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import java.io.IOException; | ||
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import org.junit.Test; | ||
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import org.apache.hadoop.conf.Configuration; | ||
import org.apache.hadoop.fs.FSDataInputStream; | ||
import org.apache.hadoop.fs.FileSystem; | ||
import org.apache.hadoop.fs.Path; | ||
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import static org.apache.hadoop.fs.s3a.Constants.ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX; | ||
import static org.apache.hadoop.fs.s3a.Constants.ANALYTICS_ACCELERATOR_ENABLED_KEY; | ||
import static org.apache.hadoop.fs.s3a.S3ATestUtils.removeBaseAndBucketOverrides; | ||
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import software.amazon.s3.analyticsaccelerator.S3SeekableInputStreamConfiguration; | ||
import software.amazon.s3.analyticsaccelerator.common.ConnectorConfiguration; | ||
import software.amazon.s3.analyticsaccelerator.util.PrefetchMode; | ||
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public class ITestS3AS3SeekableStream extends AbstractS3ATestBase { | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. How about a contract test to use the new stream for all types of read. |
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final String PHYSICAL_IO_PREFIX = "physicalio"; | ||
final String LOGICAL_IO_PREFIX = "logicalio"; | ||
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@Test | ||
public void testConnectorFrameWorkIntegration() throws IOException { | ||
describe("Verify S3 connector framework integration"); | ||
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Configuration conf = getConfiguration(); | ||
removeBaseAndBucketOverrides(conf, ANALYTICS_ACCELERATOR_ENABLED_KEY); | ||
conf.setBoolean(ANALYTICS_ACCELERATOR_ENABLED_KEY, true); | ||
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String testFile = "s3a://noaa-cors-pds/raw/2023/017/ohfh/OHFH017d.23_.gz"; | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. there is a config fs.s3a.scale.test.csvfile for this file. use that. |
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S3AFileSystem s3AFileSystem = (S3AFileSystem) FileSystem.newInstance(new Path(testFile).toUri(), conf); | ||
byte[] buffer = new byte[500]; | ||
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try (FSDataInputStream inputStream = s3AFileSystem.open(new Path(testFile))) { | ||
inputStream.seek(5); | ||
inputStream.read(buffer, 0, 500); | ||
} | ||
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} | ||
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@Test | ||
public void testConnectorFrameworkConfigurable() { | ||
describe("Verify S3 connector framework reads configuration"); | ||
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Configuration conf = getConfiguration(); | ||
removeBaseAndBucketOverrides(conf); | ||
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//Disable Predictive Prefetching | ||
conf.set(ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX + "." + LOGICAL_IO_PREFIX + ".prefetching.mode", "all"); | ||
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//Set Blobstore Capacity | ||
conf.setInt(ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX + "." + PHYSICAL_IO_PREFIX + ".blobstore.capacity", 1); | ||
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ConnectorConfiguration connectorConfiguration = new ConnectorConfiguration(conf, ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX); | ||
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S3SeekableInputStreamConfiguration configuration = S3SeekableInputStreamConfiguration.fromConfiguration(connectorConfiguration); | ||
assertEquals(configuration.getLogicalIOConfiguration().getPrefetchingMode(), PrefetchMode.ALL); | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. use assertj |
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assert configuration.getPhysicalIOConfiguration().getBlobStoreCapacity() == 1; | ||
} | ||
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@Test | ||
public void testInvalidConfigurationThrows() { | ||
describe("Verify S3 connector framework throws with invalid configuration"); | ||
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Configuration conf = getConfiguration(); | ||
removeBaseAndBucketOverrides(conf); | ||
//Disable Sequential Prefetching | ||
conf.setInt(ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX + "." + PHYSICAL_IO_PREFIX + ".blobstore.capacity", -1); | ||
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ConnectorConfiguration connectorConfiguration = new ConnectorConfiguration(conf, ANALYTICS_ACCELERATOR_CONFIGURATION_PREFIX); | ||
assertThrows(IllegalArgumentException.class, () -> | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. use assertJ with a message, |
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S3SeekableInputStreamConfiguration.fromConfiguration(connectorConfiguration)); | ||
} | ||
} |
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Think we discussed the CRT should be provided scope? (not sure though)