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  <div class="section" id="module-celery.monitoring">
<h1>Statistics and Monitoring - celery.monitoring<a class="headerlink" href="#module-celery.monitoring" title="Permalink to this headline">¶</a></h1>
<p>Publishing Statistics and Monitoring Celery.</p>
<dl class="class">
<dt id="celery.monitoring.Statistics">
<em class="property">
class </em><tt class="descclassname">celery.monitoring.</tt><tt class="descname">Statistics</tt><big>(</big><em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.Statistics" title="Permalink to this definition">¶</a></dt>
<dd><p>Base class for classes publishing celery statistics.</p>
<dl class="attribute">
<dt id="celery.monitoring.Statistics.type">
<tt class="descname">type</tt><a class="headerlink" href="#celery.monitoring.Statistics.type" title="Permalink to this definition">¶</a></dt>
<dd><strong>REQUIRED</strong> The type of statistics this class handles.</dd></dl>

<p><strong>Required handlers</strong></p>
<ul class="simple">
<li>on_start()</li>
<li>on_stop()</li>
</ul>
<dl class="method">
<dt id="celery.monitoring.Statistics.on_start">
<tt class="descname">on_start</tt><big>(</big><em>*args</em>, <em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.Statistics.on_start" title="Permalink to this definition">¶</a></dt>
<dd>What to do when the <a title="celery.monitoring.Statistics.run" class="reference internal" href="#celery.monitoring.Statistics.run"><tt class="xref docutils literal"><span class="pre">run()</span></tt></a> method is called.</dd></dl>

<dl class="method">
<dt id="celery.monitoring.Statistics.on_stop">
<tt class="descname">on_stop</tt><big>(</big><em>*args</em>, <em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.Statistics.on_stop" title="Permalink to this definition">¶</a></dt>
<dd>What to do when the <a title="celery.monitoring.Statistics.stop" class="reference internal" href="#celery.monitoring.Statistics.stop"><tt class="xref docutils literal"><span class="pre">stop()</span></tt></a> method is called.</dd></dl>

<dl class="method">
<dt id="celery.monitoring.Statistics.publish">
<tt class="descname">publish</tt><big>(</big><em>**data</em><big>)</big><a class="headerlink" href="#celery.monitoring.Statistics.publish" title="Permalink to this definition">¶</a></dt>
<dd><p>Publish statistics to be collected later by
<a title="celery.monitoring.StatsCollector" class="reference internal" href="#celery.monitoring.StatsCollector"><tt class="xref docutils literal"><span class="pre">StatsCollector</span></tt></a>.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field"><th class="field-name">Parameter:</th><td class="field-body"><em>data</em> &#8211; An arbitrary Python object containing the statistics
to be published.</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="celery.monitoring.Statistics.run">
<tt class="descname">run</tt><big>(</big><em>*args</em>, <em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.Statistics.run" title="Permalink to this definition">¶</a></dt>
<dd>Start producing statistics.</dd></dl>

<dl class="classmethod">
<dt id="celery.monitoring.Statistics.start">
<em class="property">
classmethod </em><tt class="descname">start</tt><big>(</big><em>*args</em>, <em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.Statistics.start" title="Permalink to this definition">¶</a></dt>
<dd>Convenience method instantiating and running <a title="celery.monitoring.Statistics.run" class="reference internal" href="#celery.monitoring.Statistics.run"><tt class="xref docutils literal"><span class="pre">run()</span></tt></a> in
one swoop.</dd></dl>

<dl class="method">
<dt id="celery.monitoring.Statistics.stop">
<tt class="descname">stop</tt><big>(</big><em>*args</em>, <em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.Statistics.stop" title="Permalink to this definition">¶</a></dt>
<dd>Stop producing and publish statistics.</dd></dl>

</dd></dl>

<dl class="class">
<dt id="celery.monitoring.StatsCollector">
<em class="property">
class </em><tt class="descclassname">celery.monitoring.</tt><tt class="descname">StatsCollector</tt><a class="headerlink" href="#celery.monitoring.StatsCollector" title="Permalink to this definition">¶</a></dt>
<dd><p>Collect and report Celery statistics.</p>
<dl class="docutils">
<dt><strong>NOTE</strong>: Please run only one collector at any time, or your stats</dt>
<dd>will be skewed.</dd>
</dl>
<dl class="attribute">
<dt id="celery.monitoring.StatsCollector.total_tasks_processed">
<tt class="descname">total_tasks_processed</tt><a class="headerlink" href="#celery.monitoring.StatsCollector.total_tasks_processed" title="Permalink to this definition">¶</a></dt>
<dd>The number of tasks executed in total since the first time
<a title="celery.monitoring.StatsCollector.collect" class="reference internal" href="#celery.monitoring.StatsCollector.collect"><tt class="xref docutils literal"><span class="pre">collect()</span></tt></a> was executed on this class instance.</dd></dl>

<dl class="attribute">
<dt id="celery.monitoring.StatsCollector.total_tasks_processed_by_type">
<tt class="descname">total_tasks_processed_by_type</tt><a class="headerlink" href="#celery.monitoring.StatsCollector.total_tasks_processed_by_type" title="Permalink to this definition">¶</a></dt>
<dd>A dictionary of task names and how many times they have been
executed in total since the first time <a title="celery.monitoring.StatsCollector.collect" class="reference internal" href="#celery.monitoring.StatsCollector.collect"><tt class="xref docutils literal"><span class="pre">collect()</span></tt></a> was executed
on this class instance.</dd></dl>

<dl class="attribute">
<dt id="celery.monitoring.StatsCollector.total_task_time_running">
<tt class="descname">total_task_time_running</tt><a class="headerlink" href="#celery.monitoring.StatsCollector.total_task_time_running" title="Permalink to this definition">¶</a></dt>
<dd>The total time, in seconds, it took to process all the tasks executed
since the first time <a title="celery.monitoring.StatsCollector.collect" class="reference internal" href="#celery.monitoring.StatsCollector.collect"><tt class="xref docutils literal"><span class="pre">collect()</span></tt></a> was executed on this class
instance.</dd></dl>

<dl class="attribute">
<dt id="celery.monitoring.StatsCollector.total_task_time_running_by_type">
<tt class="descname">total_task_time_running_by_type</tt><a class="headerlink" href="#celery.monitoring.StatsCollector.total_task_time_running_by_type" title="Permalink to this definition">¶</a></dt>
<dd>A dictionary of task names and their total running time in seconds,
counting all the tasks that has been run since the first time
<a title="celery.monitoring.StatsCollector.collect" class="reference internal" href="#celery.monitoring.StatsCollector.collect"><tt class="xref docutils literal"><span class="pre">collect()</span></tt></a> was executed on this class instance.</dd></dl>

<dl class="docutils">
<dt><strong>NOTE</strong>: You have to run <a title="celery.monitoring.StatsCollector.collect" class="reference internal" href="#celery.monitoring.StatsCollector.collect"><tt class="xref docutils literal"><span class="pre">collect()</span></tt></a> for these attributes</dt>
<dd>to be filled.</dd>
</dl>
<dl class="method">
<dt id="celery.monitoring.StatsCollector.collect">
<tt class="descname">collect</tt><big>(</big><big>)</big><a class="headerlink" href="#celery.monitoring.StatsCollector.collect" title="Permalink to this definition">¶</a></dt>
<dd>Collect any new statistics available since the last time
<a href="#id1"><span class="problematic" id="id2">:methd:`collect`</span></a> was executed.</dd></dl>

<dl class="method">
<dt id="celery.monitoring.StatsCollector.dump_to_cache">
<tt class="descname">dump_to_cache</tt><big>(</big><em>cache_key_prefix='celery-statistics'</em><big>)</big><a class="headerlink" href="#celery.monitoring.StatsCollector.dump_to_cache" title="Permalink to this definition">¶</a></dt>
<dd>Store collected statistics in the cache.</dd></dl>

<dl class="method">
<dt id="celery.monitoring.StatsCollector.report">
<tt class="descname">report</tt><big>(</big><big>)</big><a class="headerlink" href="#celery.monitoring.StatsCollector.report" title="Permalink to this definition">¶</a></dt>
<dd><p>Dump a nice statistics report from the data collected since
the first time <a title="celery.monitoring.StatsCollector.collect" class="reference internal" href="#celery.monitoring.StatsCollector.collect"><tt class="xref docutils literal"><span class="pre">collect()</span></tt></a> was executed on this instance.</p>
<p>It outputs the following information:</p>
<ul>
<li><dl class="first docutils">
<dt>Total processing time by task type and how many times each</dt>
<dd><p class="first last">task has been excuted.</p>
</dd>
</dl>
</li>
<li><p class="first">Total task processing time.</p>
</li>
<li><p class="first">Total number of tasks executed</p>
</li>
</ul>
</dd></dl>

<dl class="method">
<dt id="celery.monitoring.StatsCollector.task_time_running">
<tt class="descname">task_time_running</tt><big>(</big><em>task_id</em>, <em>task_name</em>, <em>args</em>, <em>kwargs</em>, <em>nsecs</em><big>)</big><a class="headerlink" href="#celery.monitoring.StatsCollector.task_time_running" title="Permalink to this definition">¶</a></dt>
<dd><p>Process statistics regarding how long a task has been running
(the :class:TaskTimerStats` class is responsible for sending these).</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><em>task_id</em> &#8211; The UUID of the task.</li>
<li><em>task_name</em> &#8211; The name of task.</li>
<li><em>args</em> &#8211; The tasks positional arguments.</li>
<li><em>kwargs</em> &#8211; The tasks keyword arguments.</li>
<li><em>nsecs</em> &#8211; The number of seconds (in <tt class="xref docutils literal"><span class="pre">time.time()</span></tt> format)
it took to execute the task.</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

</dd></dl>

<dl class="class">
<dt id="celery.monitoring.TaskTimerStats">
<em class="property">
class </em><tt class="descclassname">celery.monitoring.</tt><tt class="descname">TaskTimerStats</tt><big>(</big><em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.TaskTimerStats" title="Permalink to this definition">¶</a></dt>
<dd>Time a running <a title="celery.task.Task" class="reference external" href="celery.task.html#celery.task.Task"><tt class="xref docutils literal"><span class="pre">celery.task.Task</span></tt></a>.</dd></dl>

<dl class="class">
<dt id="celery.monitoring.TimerStats">
<em class="property">
class </em><tt class="descclassname">celery.monitoring.</tt><tt class="descname">TimerStats</tt><big>(</big><em>**kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.TimerStats" title="Permalink to this definition">¶</a></dt>
<dd><p>A generic timer producing <tt class="docutils literal"><span class="pre">celery</span></tt> statistics.</p>
<dl class="attribute">
<dt id="celery.monitoring.TimerStats.time_start">
<tt class="descname">time_start</tt><a class="headerlink" href="#celery.monitoring.TimerStats.time_start" title="Permalink to this definition">¶</a></dt>
<dd>The time when this class was instantiated (in <tt class="xref docutils literal"><span class="pre">time.time()</span></tt>
format.)</dd></dl>

<dl class="method">
<dt id="celery.monitoring.TimerStats.on_finish">
<tt class="descname">on_finish</tt><big>(</big><big>)</big><a class="headerlink" href="#celery.monitoring.TimerStats.on_finish" title="Permalink to this definition">¶</a></dt>
<dd><p>What to do when the timers <tt class="xref docutils literal"><span class="pre">stop()</span></tt> method is called.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field"><th class="field-name">Returns:</th><td class="field-body">the time in seconds it took between calling <tt class="xref docutils literal"><span class="pre">start()</span></tt> on
this class and <tt class="xref docutils literal"><span class="pre">stop()</span></tt>.</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="celery.monitoring.TimerStats.on_start">
<tt class="descname">on_start</tt><big>(</big><em>task_id</em>, <em>task_name</em>, <em>args</em>, <em>kwargs</em><big>)</big><a class="headerlink" href="#celery.monitoring.TimerStats.on_start" title="Permalink to this definition">¶</a></dt>
<dd>What to do when the timers <tt class="xref docutils literal"><span class="pre">run()</span></tt> method is called.</dd></dl>

</dd></dl>

</div>


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