2017-08-23 20:09:04 +00:00
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<?xml version="1.0" encoding="utf-8"?>
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2017-09-02 18:42:15 +00:00
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<!-- $Revision$ -->
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2017-08-23 20:09:04 +00:00
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<chapter xml:id="mongodb.tutorial.apm" xmlns="http://docbook.org/ns/docbook" xmlns:xlink="http://www.w3.org/1999/xlink">
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<title>Application Performance Monitoring (APM)</title>
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<para>
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Since version 1.3, the MongoDB driver contains an API for performance
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monitoring. This API allows you to find out how long specific operations
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take by setting up subscribers. Each subscriber is required to implement one
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or more interfaces under the <literal>MongoDB\Driver\Monitoring</literal>
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namespace. Currently, only the
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<classname>MongoDB\Driver\Monitoring\CommandSubscriber</classname> interface
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is available.
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</para>
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<para>
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The <classname>MongoDB\Driver\Monitoring\CommandSubscriber</classname>
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interface defines three methods: <literal>commandStarted</literal>,
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<literal>commandSucceeded</literal>, and <literal>commandFailed</literal>.
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Each of these three methods accept a single <parameter>event</parameter>
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argument of a specific class for the respective event. For example, the
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<literal>commandSucceeded</literal>'s <parameter>$event</parameter> argument
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is a <classname>MongoDB\Driver\Monitoring\CommandSucceededEvent</classname>
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object.
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</para>
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<para>
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In this tutorial we will implement a subscriber that creates a list of all
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the query profiles and the average time they took.
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</para>
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<section>
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<title>Subscriber Class Scaffolding</title>
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<para>
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We start with the framework for our subscriber:
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</para>
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<programlisting role="php">
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<![CDATA[
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<?php
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class QueryTimeCollector implements \MongoDB\Driver\Monitoring\CommandSubscriber
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{
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public function commandStarted( \MongoDB\Driver\Monitoring\CommandStartedEvent $event )
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{
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}
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public function commandSucceeded( \MongoDB\Driver\Monitoring\CommandSucceededEvent $event )
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{
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}
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public function commandFailed( \MongoDB\Driver\Monitoring\CommandFailedEvent $event )
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{
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}
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}
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?>
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]]>
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</programlisting>
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</section>
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<section>
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<title>Registering the Subscriber</title>
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<para>
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Once a subscriber object is instantiated, it needs to be registered with the
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driver's monitoring system. This is done by calling
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<methodname>MongoDB\Driver\Monitoring\addSubscriber</methodname>.
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</para>
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<programlisting role="php">
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<![CDATA[
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<?php
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\MongoDB\Driver\Monitoring\addSubscriber( new QueryTimeCollector() );
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?>
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]]>
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</programlisting>
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</section>
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<section>
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<title>Implementing the Logic</title>
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<para>
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With the object registered, the only thing left is to implement the logic
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in the subscriber class. To correlate the two events that make up a
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successfully executed command (commandStarted and commandSucceeded), each
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event object exposes a <literal>requestId</literal> field.
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</para>
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<para>
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To record the average time per query shape, we will start by checking for a
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<literal>find</literal> command in the commandStarted event. We will then add
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an item to the <literal>pendingCommands</literal> property indexed by its
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<literal>requestId</literal> and with its value representing the query shape.
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</para>
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<para>
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If we receive a corresponding commandSucceeded event with the same
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<literal>requestId</literal>, we add the duration of the event (from
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<literal>durationMicros</literal>) to the total time and increment the
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operation count.
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</para>
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<para>
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If a corresponding commandFailed event is encountered, we just remove the
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entry from the <literal>pendingCommands</literal> property.
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</para>
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<programlisting role="php">
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<![CDATA[
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<?php
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class QueryTimeCollector implements \MongoDB\Driver\Monitoring\CommandSubscriber
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{
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private $pendingCommands = [];
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private $queryShapeStats = [];
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/* Creates a query shape out of the filter argument. Right now it only
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* takes the top level fields into account */
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private function createQueryShape( array $filter )
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{
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return json_encode( array_keys( $filter ) );
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}
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public function commandStarted( \MongoDB\Driver\Monitoring\CommandStartedEvent $event )
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{
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if ( array_key_exists( 'find', (array) $event->getCommand() ) )
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{
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$queryShape = $this->createQueryShape( (array) $event->getCommand()->filter );
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$this->pendingCommands[$event->getRequestId()] = $queryShape;
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}
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}
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public function commandSucceeded( \MongoDB\Driver\Monitoring\CommandSucceededEvent $event )
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{
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$requestId = $event->getRequestId();
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if ( array_key_exists( $requestId, $this->pendingCommands ) )
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{
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$this->queryShapeStats[$this->pendingCommands[$requestId]]['count']++;
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$this->queryShapeStats[$this->pendingCommands[$requestId]]['duration'] += $event->getDurationMicros();
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unset( $this->pendingCommands[$requestId] );
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}
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}
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public function commandFailed( \MongoDB\Driver\Monitoring\CommandFailedEvent $event )
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{
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if ( array_key_exists( $event->getRequestId(), $this->pendingCommands ) )
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{
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unset( $this->pendingCommands[$event->getRequestId()] );
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}
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}
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public function __destruct()
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{
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foreach( $this->queryShapeStats as $shape => $stats )
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{
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echo "Shape: ", $shape, " (", $stats['count'], ")\n ",
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$stats['duration'] / $stats['count'], "µs\n\n";
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}
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}
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}
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$m = new \MongoDB\Driver\Manager( 'mongodb://localhost:27016' );
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/* Add the subscriber */
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\MongoDB\Driver\Monitoring\addSubscriber( new QueryTimeCollector() );
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/* Do a bunch of queries */
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$query = new \MongoDB\Driver\Query( [
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'region_slug' => 'scotland-highlands', 'age' => [ '$gte' => 20 ]
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] );
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$cursor = $m->executeQuery( 'dramio.whisky', $query );
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$query = new \MongoDB\Driver\Query( [
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'region_slug' => 'scotland-lowlands', 'age' => [ '$gte' => 15 ]
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] );
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$cursor = $m->executeQuery( 'dramio.whisky', $query );
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$query = new \MongoDB\Driver\Query( [ 'region_slug' => 'scotland-lowlands' ] );
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$cursor = $m->executeQuery( 'dramio.whisky', $query );
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?>
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]]>
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</programlisting>
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</section>
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</chapter>
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<!-- Keep this comment at the end of the file
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Local variables:
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mode: sgml
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End:
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vim600: syn=xml fen fdm=syntax fdl=2 si
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vim: et tw=78 syn=sgml
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vi: ts=1 sw=1
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-->
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