HADOOP-14475 Metrics of S3A don't print out when enabled. Contributed by Younger and Sean Mackrory.
This commit is contained in:
parent
a957f1c60e
commit
6555af81a2
@ -78,6 +78,7 @@
|
||||
import com.google.common.base.Preconditions;
|
||||
import com.google.common.util.concurrent.ListeningExecutorService;
|
||||
|
||||
import org.apache.commons.io.IOUtils;
|
||||
import org.apache.commons.lang.StringUtils;
|
||||
import org.apache.hadoop.classification.InterfaceAudience;
|
||||
import org.apache.hadoop.classification.InterfaceStability;
|
||||
@ -2423,6 +2424,8 @@ public void close() throws IOException {
|
||||
metadataStore.close();
|
||||
metadataStore = null;
|
||||
}
|
||||
IOUtils.closeQuietly(instrumentation);
|
||||
instrumentation = null;
|
||||
}
|
||||
}
|
||||
|
||||
|
@ -18,6 +18,7 @@
|
||||
|
||||
package org.apache.hadoop.fs.s3a;
|
||||
|
||||
import com.google.common.annotations.VisibleForTesting;
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
|
||||
@ -29,8 +30,10 @@
|
||||
import org.apache.hadoop.metrics2.MetricsCollector;
|
||||
import org.apache.hadoop.metrics2.MetricsInfo;
|
||||
import org.apache.hadoop.metrics2.MetricsRecordBuilder;
|
||||
import org.apache.hadoop.metrics2.MetricsSource;
|
||||
import org.apache.hadoop.metrics2.MetricsSystem;
|
||||
import org.apache.hadoop.metrics2.MetricsTag;
|
||||
import org.apache.hadoop.metrics2.annotation.Metrics;
|
||||
import org.apache.hadoop.metrics2.impl.MetricsSystemImpl;
|
||||
import org.apache.hadoop.metrics2.lib.Interns;
|
||||
import org.apache.hadoop.metrics2.lib.MetricsRegistry;
|
||||
import org.apache.hadoop.metrics2.lib.MutableCounterLong;
|
||||
@ -58,16 +61,49 @@
|
||||
* the operations to increment/query metric values are designed to handle
|
||||
* lookup failures.
|
||||
*/
|
||||
@Metrics(about = "Metrics for S3a", context = "S3AFileSystem")
|
||||
@InterfaceAudience.Private
|
||||
@InterfaceStability.Evolving
|
||||
public class S3AInstrumentation {
|
||||
public class S3AInstrumentation implements Closeable, MetricsSource {
|
||||
private static final Logger LOG = LoggerFactory.getLogger(
|
||||
S3AInstrumentation.class);
|
||||
|
||||
public static final String CONTEXT = "S3AFileSystem";
|
||||
private static final String METRICS_SOURCE_BASENAME = "S3AMetrics";
|
||||
|
||||
/**
|
||||
* {@value #METRICS_SYSTEM_NAME} The name of the s3a-specific metrics
|
||||
* system instance used for s3a metrics.
|
||||
*/
|
||||
public static final String METRICS_SYSTEM_NAME = "s3a-file-system";
|
||||
|
||||
/**
|
||||
* {@value #CONTEXT} Currently all s3a metrics are placed in a single
|
||||
* "context". Distinct contexts may be used in the future.
|
||||
*/
|
||||
public static final String CONTEXT = "s3aFileSystem";
|
||||
|
||||
/**
|
||||
* {@value #METRIC_TAG_FILESYSTEM_ID} The name of a field added to metrics
|
||||
* records that uniquely identifies a specific FileSystem instance.
|
||||
*/
|
||||
public static final String METRIC_TAG_FILESYSTEM_ID = "s3aFileSystemId";
|
||||
|
||||
/**
|
||||
* {@value #METRIC_TAG_BUCKET} The name of a field added to metrics records
|
||||
* that indicates the hostname portion of the FS URL.
|
||||
*/
|
||||
public static final String METRIC_TAG_BUCKET = "bucket";
|
||||
|
||||
// metricsSystemLock must be used to synchronize modifications to
|
||||
// metricsSystem and the following counters.
|
||||
private static Object metricsSystemLock = new Object();
|
||||
private static MetricsSystem metricsSystem = null;
|
||||
private static int metricsSourceNameCounter = 0;
|
||||
private static int metricsSourceActiveCounter = 0;
|
||||
|
||||
private String metricsSourceName;
|
||||
|
||||
private final MetricsRegistry registry =
|
||||
new MetricsRegistry("S3AFileSystem").setContext(CONTEXT);
|
||||
new MetricsRegistry("s3aFileSystem").setContext(CONTEXT);
|
||||
private final MutableCounterLong streamOpenOperations;
|
||||
private final MutableCounterLong streamCloseOperations;
|
||||
private final MutableCounterLong streamClosed;
|
||||
@ -146,7 +182,6 @@ public class S3AInstrumentation {
|
||||
STORE_IO_THROTTLED
|
||||
};
|
||||
|
||||
|
||||
private static final Statistic[] GAUGES_TO_CREATE = {
|
||||
OBJECT_PUT_REQUESTS_ACTIVE,
|
||||
OBJECT_PUT_BYTES_PENDING,
|
||||
@ -157,12 +192,10 @@ public class S3AInstrumentation {
|
||||
|
||||
public S3AInstrumentation(URI name) {
|
||||
UUID fileSystemInstanceId = UUID.randomUUID();
|
||||
registry.tag("FileSystemId",
|
||||
"A unique identifier for the FS ",
|
||||
fileSystemInstanceId.toString() + "-" + name.getHost());
|
||||
registry.tag("fsURI",
|
||||
"URI of this filesystem",
|
||||
name.toString());
|
||||
registry.tag(METRIC_TAG_FILESYSTEM_ID,
|
||||
"A unique identifier for the instance",
|
||||
fileSystemInstanceId.toString());
|
||||
registry.tag(METRIC_TAG_BUCKET, "Hostname from the FS URL", name.getHost());
|
||||
streamOpenOperations = streamCounter(STREAM_OPENED);
|
||||
streamCloseOperations = streamCounter(STREAM_CLOSE_OPERATIONS);
|
||||
streamClosed = streamCounter(STREAM_CLOSED);
|
||||
@ -204,6 +237,39 @@ public S3AInstrumentation(URI name) {
|
||||
"ops", "latency", interval);
|
||||
quantiles(S3GUARD_METADATASTORE_THROTTLE_RATE,
|
||||
"events", "frequency (Hz)", interval);
|
||||
|
||||
registerAsMetricsSource(name);
|
||||
}
|
||||
|
||||
@VisibleForTesting
|
||||
public MetricsSystem getMetricsSystem() {
|
||||
synchronized (metricsSystemLock) {
|
||||
if (metricsSystem == null) {
|
||||
metricsSystem = new MetricsSystemImpl();
|
||||
metricsSystem.init(METRICS_SYSTEM_NAME);
|
||||
}
|
||||
}
|
||||
return metricsSystem;
|
||||
}
|
||||
|
||||
/**
|
||||
* Register this instance as a metrics source.
|
||||
* @param name s3a:// URI for the associated FileSystem instance
|
||||
*/
|
||||
private void registerAsMetricsSource(URI name) {
|
||||
int number;
|
||||
synchronized(metricsSystemLock) {
|
||||
getMetricsSystem();
|
||||
|
||||
metricsSourceActiveCounter++;
|
||||
number = ++metricsSourceNameCounter;
|
||||
}
|
||||
String msName = METRICS_SOURCE_BASENAME + number;
|
||||
if (number > 1) {
|
||||
msName = msName + number;
|
||||
}
|
||||
metricsSourceName = msName + "-" + name.getHost();
|
||||
metricsSystem.register(metricsSourceName, "", this);
|
||||
}
|
||||
|
||||
/**
|
||||
@ -560,6 +626,23 @@ private void mergeInputStreamStatistics(InputStreamStatistics statistics) {
|
||||
streamBytesDiscardedInAbort.incr(statistics.bytesDiscardedInAbort);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void getMetrics(MetricsCollector collector, boolean all) {
|
||||
registry.snapshot(collector.addRecord(registry.info().name()), true);
|
||||
}
|
||||
|
||||
public void close() {
|
||||
synchronized (metricsSystemLock) {
|
||||
metricsSystem.unregisterSource(metricsSourceName);
|
||||
int activeSources = --metricsSourceActiveCounter;
|
||||
if (activeSources == 0) {
|
||||
metricsSystem.publishMetricsNow();
|
||||
metricsSystem.shutdown();
|
||||
metricsSystem = null;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Statistics updated by an input stream during its actual operation.
|
||||
* These counters not thread-safe and are for use in a single instance
|
||||
|
@ -1,4 +1,3 @@
|
||||
|
||||
<!---
|
||||
Licensed under the Apache License, Version 2.0 (the "License");
|
||||
you may not use this file except in compliance with the License.
|
||||
@ -1599,6 +1598,43 @@ basis.
|
||||
to set fadvise policies on input streams. Once implemented,
|
||||
this will become the supported mechanism used for configuring the input IO policy.
|
||||
|
||||
##<a name="metrics"></a>Metrics
|
||||
|
||||
S3A metrics can be monitored through Hadoop's metrics2 framework. S3A creates
|
||||
its own metrics system called s3a-file-system, and each instance of the client
|
||||
will create its own metrics source, named with a JVM-unique numerical ID.
|
||||
|
||||
As a simple example, the following can be added to `hadoop-metrics2.properties`
|
||||
to write all S3A metrics to a log file every 10 seconds:
|
||||
|
||||
s3a-file-system.sink.my-metrics-config.class=org.apache.hadoop.metrics2.sink.FileSink
|
||||
s3a-file-system.sink.my-metrics-config.filename=/var/log/hadoop-yarn/s3a-metrics.out
|
||||
*.period=10
|
||||
|
||||
Lines in that file will be structured like the following:
|
||||
|
||||
1511208770680 s3aFileSystem.s3aFileSystem: Context=s3aFileSystem, s3aFileSystemId=892b02bb-7b30-4ffe-80ca-3a9935e1d96e, bucket=bucket,
|
||||
Hostname=hostname-1.hadoop.apache.com, files_created=1, files_copied=2, files_copied_bytes=10000, files_deleted=5, fake_directories_deleted=3,
|
||||
directories_created=3, directories_deleted=0, ignored_errors=0, op_copy_from_local_file=0, op_exists=0, op_get_file_status=15, op_glob_status=0,
|
||||
op_is_directory=0, op_is_file=0, op_list_files=0, op_list_located_status=0, op_list_status=3, op_mkdirs=1, op_rename=2, object_copy_requests=0,
|
||||
object_delete_requests=6, object_list_requests=23, object_continue_list_requests=0, object_metadata_requests=46, object_multipart_aborted=0,
|
||||
object_put_bytes=0, object_put_requests=4, object_put_requests_completed=4, stream_write_failures=0, stream_write_block_uploads=0,
|
||||
stream_write_block_uploads_committed=0, stream_write_block_uploads_aborted=0, stream_write_total_time=0, stream_write_total_data=0,
|
||||
s3guard_metadatastore_put_path_request=10, s3guard_metadatastore_initialization=0, object_put_requests_active=0, object_put_bytes_pending=0,
|
||||
stream_write_block_uploads_active=0, stream_write_block_uploads_pending=0, stream_write_block_uploads_data_pending=0,
|
||||
S3guard_metadatastore_put_path_latencyNumOps=0, S3guard_metadatastore_put_path_latency50thPercentileLatency=0,
|
||||
S3guard_metadatastore_put_path_latency75thPercentileLatency=0, S3guard_metadatastore_put_path_latency90thPercentileLatency=0,
|
||||
S3guard_metadatastore_put_path_latency95thPercentileLatency=0, S3guard_metadatastore_put_path_latency99thPercentileLatency=0
|
||||
|
||||
Depending on other configuration, metrics from other systems, contexts, etc. may
|
||||
also get recorded, for example the following:
|
||||
|
||||
1511208770680 metricssystem.MetricsSystem: Context=metricssystem, Hostname=s3a-metrics-4.gce.cloudera.com, NumActiveSources=1, NumAllSources=1,
|
||||
NumActiveSinks=1, NumAllSinks=0, Sink_fileNumOps=2, Sink_fileAvgTime=1.0, Sink_fileDropped=0, Sink_fileQsize=0, SnapshotNumOps=5,
|
||||
SnapshotAvgTime=0.0, PublishNumOps=2, PublishAvgTime=0.0, DroppedPubAll=0
|
||||
|
||||
Note that low-level metrics from the AWS SDK itself are not currently included
|
||||
in these metrics.
|
||||
|
||||
##<a name="further_reading"></a> Other Topics
|
||||
|
||||
|
@ -0,0 +1,51 @@
|
||||
/*
|
||||
* 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.
|
||||
*/
|
||||
|
||||
package org.apache.hadoop.fs.s3a;
|
||||
|
||||
import org.apache.hadoop.fs.Path;
|
||||
import org.apache.hadoop.fs.contract.ContractTestUtils;
|
||||
import org.apache.hadoop.metrics2.lib.MutableCounterLong;
|
||||
import org.junit.Test;
|
||||
|
||||
import java.io.IOException;
|
||||
|
||||
/**
|
||||
* Test s3a performance metrics register and output.
|
||||
*/
|
||||
public class ITestS3AMetrics extends AbstractS3ATestBase {
|
||||
|
||||
@Test
|
||||
public void testMetricsRegister()
|
||||
throws IOException, InterruptedException {
|
||||
S3AFileSystem fs = getFileSystem();
|
||||
Path dest = new Path("newfile1");
|
||||
ContractTestUtils.touch(fs, dest);
|
||||
|
||||
String targetMetricSource = "S3AMetrics1" + "-" + fs.getBucket();
|
||||
assertNotNull("No metrics under test fs for " + targetMetricSource,
|
||||
fs.getInstrumentation().getMetricsSystem()
|
||||
.getSource(targetMetricSource));
|
||||
|
||||
MutableCounterLong fileCreated =
|
||||
(MutableCounterLong) fs.getInstrumentation().getRegistry()
|
||||
.get(Statistic.FILES_CREATED.getSymbol());
|
||||
assertEquals("Metrics system should report single file created event",
|
||||
1, fileCreated.value());
|
||||
}
|
||||
}
|
Loading…
Reference in New Issue
Block a user