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io.druid.emitter.statsd.StatsDEmitterModule |
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--- | ||
layout: doc_page | ||
--- | ||
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# StatsD Emitter | ||
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To use this extension, make sure to [include](../../operations/including-extensions.html) `statsd-emitter` extension. | ||
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## Introduction | ||
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This extension emits druid metrics to a StatsD server. | ||
(https://github.com/etsy/statsd) | ||
(https://github.com/armon/statsite) | ||
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## Configuration | ||
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All the configuration parameters for the StatsD emitter are under `druid.emitter.statsd`. | ||
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|property|description|required?|default| | ||
|--------|-----------|---------|-------| | ||
|`druid.emitter.statsd.hostname`|The hostname of the StatsD server.|yes|none| | ||
|`druid.emitter.statsd.port`|The port of the StatsD server.|yes|none| | ||
|`druid.emitter.statsd.prefix`|Optional metric name prefix.|no|""| | ||
|`druid.emitter.statsd.separator`|Metric name separator|no|.| | ||
|`druid.emitter.statsd.includeHost`|Flag to include the hostname as part of the metric name.|no|false| | ||
|`druid.emitter.statsd.dimensionMapPath`|JSON file defining the StatsD type, and desired dimensions for every Druid metric|no|Default mapping provided. See below.| | ||
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### Druid to StatsD Event Converter | ||
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Each metric sent to StatsD must specify a type, one of `[timer, counter, guage]`. StatsD Emitter expects this mapping to | ||
be provided as a JSON file. Additionally, this mapping specifies which dimensions should be included for each metric. | ||
If the user does not specify their own JSON file, a default mapping is used. All | ||
metrics are expected to be mapped. Metrics which are not mapped will log an error. | ||
StatsD metric path is organized using the following schema: | ||
`<druid metric name> : { "dimensions" : <dimension list>, "type" : <StatsD type>}` | ||
e.g. | ||
`query/time" : { "dimensions" : ["dataSource", "type"], "type" : "timer"}` | ||
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For metrics which are emitted from multiple services with different dimensions, the metric name is prefixed with | ||
the service name. | ||
e.g. | ||
`"coordinator-segment/count" : { "dimensions" : ["dataSource"], "type" : "gauge" }, | ||
"historical-segment/count" : { "dimensions" : ["dataSource", "tier", "priority"], "type" : "gauge" }` | ||
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For most use-cases, the default mapping is sufficient. | ||
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<?xml version="1.0" encoding="UTF-8"?> | ||
<!-- | ||
~ Licensed to Metamarkets Group Inc. (Metamarkets) under one | ||
~ or more contributor license agreements. See the NOTICE file | ||
~ distributed with this work for additional information | ||
~ regarding copyright ownership. Metamarkets 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. | ||
--> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<parent> | ||
<artifactId>druid</artifactId> | ||
<groupId>io.druid</groupId> | ||
<version>0.9.1-SNAPSHOT</version> | ||
<relativePath>../../pom.xml</relativePath> | ||
</parent> | ||
<modelVersion>4.0.0</modelVersion> | ||
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<groupId>io.druid.extensions.contrib</groupId> | ||
<artifactId>statsd-emitter</artifactId> | ||
<name>statsd-emitter</name> | ||
<description>Extension support for emitting Druid metrics to StatsD</description> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>io.druid</groupId> | ||
<artifactId>druid-common</artifactId> | ||
<version>${project.parent.version}</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.druid</groupId> | ||
<artifactId>druid-api</artifactId> | ||
<version>${project.parent.version}</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.metamx</groupId> | ||
<artifactId>emitter</artifactId> | ||
<scope>provided</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.timgroup</groupId> | ||
<artifactId>java-statsd-client</artifactId> | ||
<version>3.0.1</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>junit</groupId> | ||
<artifactId>junit</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.easymock</groupId> | ||
<artifactId>easymock</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>pl.pragmatists</groupId> | ||
<artifactId>JUnitParams</artifactId> | ||
<version>1.0.4</version> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.druid</groupId> | ||
<artifactId>druid-server</artifactId> | ||
<version>${project.parent.version}</version> | ||
<type>test-jar</type> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.druid</groupId> | ||
<artifactId>druid-processing</artifactId> | ||
<version>${project.parent.version}</version> | ||
<type>test-jar</type> | ||
<scope>test</scope> | ||
</dependency> | ||
</dependencies> | ||
</project> |
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...ions-contrib/statsd-emitter/src/main/java/io/druid/emitter/statsd/DimensionConverter.java
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/* | ||
* Licensed to Metamarkets Group Inc. (Metamarkets) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* distributed with this work for additional information | ||
* regarding copyright ownership. Metamarkets 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 io.druid.emitter.statsd; | ||
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import com.fasterxml.jackson.core.type.TypeReference; | ||
import com.fasterxml.jackson.databind.ObjectMapper; | ||
import com.google.common.base.Strings; | ||
import com.google.common.collect.ImmutableList; | ||
import com.metamx.common.ISE; | ||
import com.metamx.common.logger.Logger; | ||
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import java.io.File; | ||
import java.io.FileInputStream; | ||
import java.io.IOException; | ||
import java.io.InputStream; | ||
import java.util.Map; | ||
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/** | ||
*/ | ||
public class DimensionConverter | ||
{ | ||
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private final static Logger log = new Logger(DimensionConverter.class); | ||
private Map<String, StatsDMetric> metricMap; | ||
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public DimensionConverter(ObjectMapper mapper, String dimensionMapPath) | ||
{ | ||
metricMap = readMap(mapper, dimensionMapPath); | ||
} | ||
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public StatsDMetric.Type addFilteredUserDims(String service, String metric, Map<String, Object> userDims, ImmutableList.Builder<String> builder) | ||
{ | ||
/* | ||
Find the metric in the map. If we cant find it try to look it up prefixed by the service name. | ||
This is because some metrics are reported differently, but with the same name, from different services. | ||
*/ | ||
StatsDMetric statsDMetric = null; | ||
if (metricMap.containsKey(metric)) { | ||
statsDMetric = metricMap.get(metric); | ||
} else if (metricMap.containsKey(service + "-" + metric)) { | ||
statsDMetric = metricMap.get(service + "-" + metric); | ||
} | ||
if (statsDMetric != null) { | ||
for (String dim : statsDMetric.dimensions) { | ||
if (userDims.containsKey(dim)) { | ||
builder.add(userDims.get(dim).toString()); | ||
} | ||
} | ||
return statsDMetric.type; | ||
} else { | ||
return null; | ||
} | ||
} | ||
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private Map<String, StatsDMetric> readMap(ObjectMapper mapper, String dimensionMapPath) | ||
{ | ||
try { | ||
InputStream is; | ||
if (Strings.isNullOrEmpty(dimensionMapPath)) { | ||
log.info("Using default metric dimension and types"); | ||
is = this.getClass().getClassLoader().getResourceAsStream("defaultMetricDimensions.json"); | ||
} else { | ||
log.info("Using metric dimensions at types at [%s]", dimensionMapPath); | ||
is = new FileInputStream(new File(dimensionMapPath)); | ||
} | ||
return mapper.reader(new TypeReference<Map<String, StatsDMetric>>() | ||
{ | ||
}).readValue(is); | ||
} | ||
catch (IOException e) { | ||
throw new ISE(e, "Failed to parse metric dimensions and types"); | ||
} | ||
} | ||
} |
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extensions-contrib/statsd-emitter/src/main/java/io/druid/emitter/statsd/StatsDEmitter.java
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/* | ||
* Licensed to Metamarkets Group Inc. (Metamarkets) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* distributed with this work for additional information | ||
* regarding copyright ownership. Metamarkets 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 io.druid.emitter.statsd; | ||
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import com.fasterxml.jackson.databind.ObjectMapper; | ||
import com.google.common.base.Joiner; | ||
import com.google.common.collect.ImmutableList; | ||
import com.metamx.common.logger.Logger; | ||
import com.metamx.emitter.core.Emitter; | ||
import com.metamx.emitter.core.Event; | ||
import com.metamx.emitter.service.ServiceMetricEvent; | ||
import com.timgroup.statsd.NonBlockingStatsDClient; | ||
import com.timgroup.statsd.StatsDClient; | ||
import com.timgroup.statsd.StatsDClientErrorHandler; | ||
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import java.io.IOException; | ||
import java.util.Map; | ||
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/** | ||
*/ | ||
public class StatsDEmitter implements Emitter | ||
{ | ||
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private final static Logger log = new Logger(StatsDEmitter.class); | ||
private final static String DRUID_METRIC_SEPARATOR = "\\/"; | ||
private final static String STATSD_SEPARATOR = ":|\\|"; | ||
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private final StatsDClient statsd; | ||
private final StatsDEmitterConfig config; | ||
private final DimensionConverter converter; | ||
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public StatsDEmitter(StatsDEmitterConfig config, ObjectMapper mapper) { | ||
this.config = config; | ||
this.converter = new DimensionConverter(mapper, config.getDimensionMapPath()); | ||
statsd = new NonBlockingStatsDClient( | ||
config.getPrefix(), | ||
config.getHostname(), | ||
config.getPort(), | ||
new StatsDClientErrorHandler() | ||
{ | ||
private int exceptionCount = 0; | ||
@Override | ||
public void handle(Exception exception) | ||
{ | ||
if (exceptionCount % 1000 == 0) { | ||
log.error(exception, "Error sending metric to StatsD."); | ||
} | ||
exceptionCount += 1; | ||
} | ||
} | ||
); | ||
} | ||
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@Override | ||
public void start() {} | ||
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@Override | ||
public void emit(Event event) | ||
{ | ||
if (event instanceof ServiceMetricEvent) { | ||
ServiceMetricEvent metricEvent = (ServiceMetricEvent) event; | ||
String host = metricEvent.getHost(); | ||
String service = metricEvent.getService(); | ||
String metric = metricEvent.getMetric(); | ||
Map<String, Object> userDims = metricEvent.getUserDims(); | ||
Number value = metricEvent.getValue(); | ||
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ImmutableList.Builder<String> nameBuilder = new ImmutableList.Builder<>(); | ||
if (config.getIncludeHost()) { | ||
nameBuilder.add(host); | ||
} | ||
nameBuilder.add(service); | ||
nameBuilder.add(metric); | ||
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StatsDMetric.Type metricType = converter.addFilteredUserDims(service, metric, userDims, nameBuilder); | ||
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if (metricType != null) { | ||
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String fullName = Joiner.on(config.getSeparator()) | ||
.join(nameBuilder.build()) | ||
.replaceAll(DRUID_METRIC_SEPARATOR, config.getSeparator()) | ||
.replaceAll(STATSD_SEPARATOR, config.getSeparator()); | ||
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switch (metricType) { | ||
case count: | ||
statsd.count(fullName, value.longValue()); | ||
break; | ||
case timer: | ||
statsd.time(fullName, value.longValue()); | ||
break; | ||
case gauge: | ||
statsd.gauge(fullName, value.longValue()); | ||
break; | ||
} | ||
} else { | ||
log.error("Metric=[%s] has no StatsD type mapping", metric); | ||
} | ||
} | ||
} | ||
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@Override | ||
public void flush() throws IOException {} | ||
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@Override | ||
public void close() throws IOException | ||
{ | ||
statsd.stop(); | ||
} | ||
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} |
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