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Define MetricsRegistry which is a JVM wide singleton for metric data
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Metrics Reporter is associated with the Metrics Registry
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Application services are instrumented with DropWizard Metrics
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The reporter reads the data from registry at fixed defined interval and writes this data to the MongoDB datastore is the relevant collection
Clone the repository using command
git clone git://github.com/aparnachaudhary/mongodb-metrics-reporter.git
To build, issue this from the command line
mvn clean install
The module has following compile time dependencies
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io.dropwizard.metrics:metrics-core:jar:3.1.2
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org.mongodb:mongo-java-driver:jar:3.1.1
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org.slf4j:slf4j-api:jar:1.7.13
Add the following dependency to your project’s Maven POM file.
<dependency>
<groupId>io.github.aparnachaudhary</groupId>
<artifactId>mongodb-metrics</artifactId>
<version>${version.mongodb-reporter}</version>
</dependency>
// create metric registry
MetricRegistry metricRegistry = new MetricRegistry();
// register JVM metrics
metricRegistry.register("jvm.attribute", new JvmAttributeGaugeSet());
MongoDBReporter reporter = MongoDBReporter.forRegistry(metricRegistry)
.serverAddresses(new ServerAddress[]{new ServerAddress("192.168.99.100", 32768)})
.withDatabaseName("javasedemo")
.prefixedWith("javase")
.build();
// Report metrics every 5 seconds
reporter.start(5, TimeUnit.SECONDS);
// register metric
metricRegistry.counter("demo.counter").inc();
// sleep for 10 seconds so that metric is reported to MongoDB store
try {
TimeUnit.SECONDS.sleep(10);
} catch (InterruptedException e) {
e.printStackTrace();
}
Executing the above program creates two collections (counter and gauge) in javasedemo database.
Counter collection:
/* 0 */
{
"_id" : ObjectId("565b3b7ec8f3530f3a327001"),
"name" : "javase.demo.counter",
"count" : 1,
"timestamp" : ISODate("2015-11-29T17:53:02Z")
}
/* 1 */
{
"_id" : ObjectId("565b3b83c8f3530f3a327005"),
"name" : "javase.demo.counter",
"count" : 1,
"timestamp" : ISODate("2015-11-29T17:53:07Z")
}
Gauge collection:
Since we also registered the JvmAttributeGaugeSet; JVM metrics are registered in the gauge collection.
/* 0 */
{
"_id" : ObjectId("565b3b7ec8f3530f3a326ffe"),
"name" : "javase.jvm.attribute.name",
"value" : "69434@server.local",
"timestamp" : ISODate("2015-11-29T17:53:02Z")
}
/* 1 */
{
"_id" : ObjectId("565b3b7ec8f3530f3a326fff"),
"name" : "javase.jvm.attribute.uptime",
"value" : 5711,
"timestamp" : ISODate("2015-11-29T17:53:02Z")
}
/* 2 */
{
"_id" : ObjectId("565b3b7ec8f3530f3a327000"),
"name" : "javase.jvm.attribute.vendor",
"value" : "Oracle Corporation Java HotSpot(TM) 64-Bit Server VM 25.5-b02 (1.8)",
"timestamp" : ISODate("2015-11-29T17:53:02Z")
}
/* 3 */
{
"_id" : ObjectId("565b3b83c8f3530f3a327002"),
"name" : "javase.jvm.attribute.name",
"value" : "69434@server.local",
"timestamp" : ISODate("2015-11-29T17:53:07Z")
}
/* 4 */
{
"_id" : ObjectId("565b3b83c8f3530f3a327003"),
"name" : "javase.jvm.attribute.uptime",
"value" : 10561,
"timestamp" : ISODate("2015-11-29T17:53:07Z")
}
/* 5 */
{
"_id" : ObjectId("565b3b83c8f3530f3a327004"),
"name" : "javase.jvm.attribute.vendor",
"value" : "Oracle Corporation Java HotSpot(TM) 64-Bit Server VM 25.5-b02 (1.8)",
"timestamp" : ISODate("2015-11-29T17:53:07Z")
}
Sample applications demonstrating the use of Metrics library with MongoDB reporter.
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JavaSE application - https://github.com/aparnachaudhary/mongodb-metrics-demo/tree/master/javase-demo
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CDI application - https://github.com/aparnachaudhary/mongodb-metrics-demo/tree/master/cdi-demo
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JavaEE application - https://github.com/aparnachaudhary/mongodb-metrics-demo/tree/master/javaee-demo