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      <h2>API Reference</h2>
    
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            <div class="docs-updated">updated: 2018-01-24 15:40</div>
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  <div class="section" id="api-reference">
<h1>API Reference<a class="headerlink" href="#api-reference" title="Permalink to this headline"></a></h1>
<div class="section" id="executors">
<h2>Executors<a class="headerlink" href="#executors" title="Permalink to this headline"></a></h2>
<dl class="class">
<dt id="futurist.GreenThreadPoolExecutor">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">GreenThreadPoolExecutor</code><span class="sig-paren">(</span><em>max_workers=1000</em>, <em>check_and_reject=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.GreenThreadPoolExecutor" title="Permalink to this definition"></a></dt>
<dd><p>Executor that uses a green thread pool to execute calls asynchronously.</p>
<p>See: <a class="reference external" href="https://docs.python.org/dev/library/concurrent.futures.html">https://docs.python.org/dev/library/concurrent.futures.html</a>
and <a class="reference external" href="http://eventlet.net/doc/modules/greenpool.html">http://eventlet.net/doc/modules/greenpool.html</a> for information on
how this works.</p>
<p>It gathers statistics about the submissions executed for post-analysis…</p>
<dl class="method">
<dt id="futurist.GreenThreadPoolExecutor.__init__">
<code class="descname">__init__</code><span class="sig-paren">(</span><em>max_workers=1000</em>, <em>check_and_reject=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.GreenThreadPoolExecutor.__init__" title="Permalink to this definition"></a></dt>
<dd><p>Initializes a green thread pool executor.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>max_workers</strong> (<em>int</em>) – maximum number of workers that can be
simulatenously active at the same time, further
submitted work will be queued up when this limit
is reached.</li>
<li><strong>check_and_reject</strong> (<em>callback</em>) – a callback function that will be provided
two position arguments, the first argument
will be this executor instance, and the second
will be the number of currently queued work
items in this executors backlog; the callback
should raise a <a class="reference internal" href="#futurist.RejectedSubmission" title="futurist.RejectedSubmission"><code class="xref py py-class docutils literal"><span class="pre">RejectedSubmission</span></code></a>
exception if it wants to have this submission
rejected.</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="attribute">
<dt id="futurist.GreenThreadPoolExecutor.alive">
<code class="descname">alive</code><a class="headerlink" href="#futurist.GreenThreadPoolExecutor.alive" title="Permalink to this definition"></a></dt>
<dd><p>Accessor to determine if the executor is alive/active.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.GreenThreadPoolExecutor.statistics">
<code class="descname">statistics</code><a class="headerlink" href="#futurist.GreenThreadPoolExecutor.statistics" title="Permalink to this definition"></a></dt>
<dd><p><a class="reference internal" href="#futurist.ExecutorStatistics" title="futurist.ExecutorStatistics"><code class="xref py py-class docutils literal"><span class="pre">ExecutorStatistics</span></code></a> about the executors executions.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.GreenThreadPoolExecutor.submit">
<code class="descname">submit</code><span class="sig-paren">(</span><em>fn</em>, <em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.GreenThreadPoolExecutor.submit" title="Permalink to this definition"></a></dt>
<dd><p>Submit some work to be executed (and gather statistics).</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>args</strong> (<em>list</em>) – non-keyworded arguments</li>
<li><strong>kwargs</strong> (<em>dictionary</em>) – key-value arguments</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

</dd></dl>

<dl class="class">
<dt id="futurist.ProcessPoolExecutor">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">ProcessPoolExecutor</code><span class="sig-paren">(</span><em>max_workers=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.ProcessPoolExecutor" title="Permalink to this definition"></a></dt>
<dd><p>Executor that uses a process pool to execute calls asynchronously.</p>
<p>It gathers statistics about the submissions executed for post-analysis…</p>
<p>See: <a class="reference external" href="https://docs.python.org/dev/library/concurrent.futures.html">https://docs.python.org/dev/library/concurrent.futures.html</a></p>
<dl class="attribute">
<dt id="futurist.ProcessPoolExecutor.alive">
<code class="descname">alive</code><a class="headerlink" href="#futurist.ProcessPoolExecutor.alive" title="Permalink to this definition"></a></dt>
<dd><p>Accessor to determine if the executor is alive/active.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.ProcessPoolExecutor.statistics">
<code class="descname">statistics</code><a class="headerlink" href="#futurist.ProcessPoolExecutor.statistics" title="Permalink to this definition"></a></dt>
<dd><p><a class="reference internal" href="#futurist.ExecutorStatistics" title="futurist.ExecutorStatistics"><code class="xref py py-class docutils literal"><span class="pre">ExecutorStatistics</span></code></a> about the executors executions.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.ProcessPoolExecutor.submit">
<code class="descname">submit</code><span class="sig-paren">(</span><em>fn</em>, <em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.ProcessPoolExecutor.submit" title="Permalink to this definition"></a></dt>
<dd><p>Submit some work to be executed (and gather statistics).</p>
</dd></dl>

</dd></dl>

<dl class="class">
<dt id="futurist.SynchronousExecutor">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">SynchronousExecutor</code><span class="sig-paren">(</span><em>green=False</em>, <em>run_work_func=&lt;function &lt;lambda&gt;&gt;</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.SynchronousExecutor" title="Permalink to this definition"></a></dt>
<dd><p>Executor that uses the caller to execute calls synchronously.</p>
<p>This provides an interface to a caller that looks like an executor but
will execute the calls inside the caller thread instead of executing it
in a external process/thread for when this type of functionality is
useful to provide…</p>
<p>It gathers statistics about the submissions executed for post-analysis…</p>
<dl class="method">
<dt id="futurist.SynchronousExecutor.__init__">
<code class="descname">__init__</code><span class="sig-paren">(</span><em>green=False</em>, <em>run_work_func=&lt;function &lt;lambda&gt;&gt;</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.SynchronousExecutor.__init__" title="Permalink to this definition"></a></dt>
<dd><p>Synchronous executor constructor.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>green</strong> (<em>bool</em>) – when enabled this forces the usage of greened lock
classes and green futures (so that the internals of this
object operate correctly under eventlet)</li>
<li><strong>run_work_func</strong> – callable that takes a single work item and
runs it (typically in a blocking manner)</li>
<li><strong>run_work_func</strong> – callable</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="attribute">
<dt id="futurist.SynchronousExecutor.alive">
<code class="descname">alive</code><a class="headerlink" href="#futurist.SynchronousExecutor.alive" title="Permalink to this definition"></a></dt>
<dd><p>Accessor to determine if the executor is alive/active.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.SynchronousExecutor.restart">
<code class="descname">restart</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.SynchronousExecutor.restart" title="Permalink to this definition"></a></dt>
<dd><p>Restarts this executor (<em>iff</em> previously shutoff/shutdown).</p>
<p>NOTE(harlowja): clears any previously gathered statistics.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.SynchronousExecutor.statistics">
<code class="descname">statistics</code><a class="headerlink" href="#futurist.SynchronousExecutor.statistics" title="Permalink to this definition"></a></dt>
<dd><p><a class="reference internal" href="#futurist.ExecutorStatistics" title="futurist.ExecutorStatistics"><code class="xref py py-class docutils literal"><span class="pre">ExecutorStatistics</span></code></a> about the executors executions.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.SynchronousExecutor.submit">
<code class="descname">submit</code><span class="sig-paren">(</span><em>fn</em>, <em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.SynchronousExecutor.submit" title="Permalink to this definition"></a></dt>
<dd><p>Submit some work to be executed (and gather statistics).</p>
</dd></dl>

</dd></dl>

<dl class="class">
<dt id="futurist.ThreadPoolExecutor">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">ThreadPoolExecutor</code><span class="sig-paren">(</span><em>max_workers=None</em>, <em>check_and_reject=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.ThreadPoolExecutor" title="Permalink to this definition"></a></dt>
<dd><p>Executor that uses a thread pool to execute calls asynchronously.</p>
<p>It gathers statistics about the submissions executed for post-analysis…</p>
<p>See: <a class="reference external" href="https://docs.python.org/dev/library/concurrent.futures.html">https://docs.python.org/dev/library/concurrent.futures.html</a></p>
<dl class="method">
<dt id="futurist.ThreadPoolExecutor.__init__">
<code class="descname">__init__</code><span class="sig-paren">(</span><em>max_workers=None</em>, <em>check_and_reject=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.ThreadPoolExecutor.__init__" title="Permalink to this definition"></a></dt>
<dd><p>Initializes a thread pool executor.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>max_workers</strong> (<em>int</em>) – maximum number of workers that can be
simultaneously active at the same time, further
submitted work will be queued up when this limit
is reached.</li>
<li><strong>check_and_reject</strong> (<em>callback</em>) – a callback function that will be provided
two position arguments, the first argument
will be this executor instance, and the second
will be the number of currently queued work
items in this executors backlog; the callback
should raise a <a class="reference internal" href="#futurist.RejectedSubmission" title="futurist.RejectedSubmission"><code class="xref py py-class docutils literal"><span class="pre">RejectedSubmission</span></code></a>
exception if it wants to have this submission
rejected.</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="attribute">
<dt id="futurist.ThreadPoolExecutor.alive">
<code class="descname">alive</code><a class="headerlink" href="#futurist.ThreadPoolExecutor.alive" title="Permalink to this definition"></a></dt>
<dd><p>Accessor to determine if the executor is alive/active.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.ThreadPoolExecutor.statistics">
<code class="descname">statistics</code><a class="headerlink" href="#futurist.ThreadPoolExecutor.statistics" title="Permalink to this definition"></a></dt>
<dd><p><a class="reference internal" href="#futurist.ExecutorStatistics" title="futurist.ExecutorStatistics"><code class="xref py py-class docutils literal"><span class="pre">ExecutorStatistics</span></code></a> about the executors executions.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.ThreadPoolExecutor.submit">
<code class="descname">submit</code><span class="sig-paren">(</span><em>fn</em>, <em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.ThreadPoolExecutor.submit" title="Permalink to this definition"></a></dt>
<dd><p>Submit some work to be executed (and gather statistics).</p>
</dd></dl>

</dd></dl>

</div>
<div class="section" id="futures">
<h2>Futures<a class="headerlink" href="#futures" title="Permalink to this headline"></a></h2>
<dl class="class">
<dt id="futurist.Future">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">Future</code><a class="headerlink" href="#futurist.Future" title="Permalink to this definition"></a></dt>
<dd><p>Represents the result of an asynchronous computation.</p>
<dl class="method">
<dt id="futurist.Future.add_done_callback">
<code class="descname">add_done_callback</code><span class="sig-paren">(</span><em>fn</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.add_done_callback" title="Permalink to this definition"></a></dt>
<dd><p>Attaches a callable that will be called when the future finishes.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>fn</strong> – A callable that will be called with this future as its only
argument when the future completes or is cancelled. The callable
will always be called by a thread in the same process in which
it was added. If the future has already completed or been
cancelled then the callable will be called immediately. These
callables are called in the order that they were added.</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.cancel">
<code class="descname">cancel</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.cancel" title="Permalink to this definition"></a></dt>
<dd><p>Cancel the future if possible.</p>
<p>Returns True if the future was cancelled, False otherwise. A future
cannot be cancelled if it is running or has already completed.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.cancelled">
<code class="descname">cancelled</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.cancelled" title="Permalink to this definition"></a></dt>
<dd><p>Return True if the future was cancelled.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.done">
<code class="descname">done</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.done" title="Permalink to this definition"></a></dt>
<dd><p>Return True of the future was cancelled or finished executing.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.exception">
<code class="descname">exception</code><span class="sig-paren">(</span><em>timeout=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.exception" title="Permalink to this definition"></a></dt>
<dd><p>Return the exception raised by the call that the future represents.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><p class="first"><strong>timeout</strong> – The number of seconds to wait for the exception if the
future isn’t done. If None, then there is no limit on the wait
time.</p>
</td>
</tr>
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">The exception raised by the call that the future represents or None
if the call completed without raising.</p>
</td>
</tr>
<tr class="field-odd field"><th class="field-name">Raises:</th><td class="field-body"><ul class="first last simple">
<li><code class="xref py py-exc docutils literal"><span class="pre">CancelledError</span></code> – If the future was cancelled.</li>
<li><code class="xref py py-exc docutils literal"><span class="pre">TimeoutError</span></code> – If the future didn’t finish executing before the given
timeout.</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.exception_info">
<code class="descname">exception_info</code><span class="sig-paren">(</span><em>timeout=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.exception_info" title="Permalink to this definition"></a></dt>
<dd><p>Return a tuple of (exception, traceback) raised by the call that the
future represents.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><p class="first"><strong>timeout</strong> – The number of seconds to wait for the exception if the
future isn’t done. If None, then there is no limit on the wait
time.</p>
</td>
</tr>
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">The exception raised by the call that the future represents or None
if the call completed without raising.</p>
</td>
</tr>
<tr class="field-odd field"><th class="field-name">Raises:</th><td class="field-body"><ul class="first last simple">
<li><code class="xref py py-exc docutils literal"><span class="pre">CancelledError</span></code> – If the future was cancelled.</li>
<li><code class="xref py py-exc docutils literal"><span class="pre">TimeoutError</span></code> – If the future didn’t finish executing before the given
timeout.</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.result">
<code class="descname">result</code><span class="sig-paren">(</span><em>timeout=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.result" title="Permalink to this definition"></a></dt>
<dd><p>Return the result of the call that the future represents.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><p class="first"><strong>timeout</strong> – The number of seconds to wait for the result if the future
isn’t done. If None, then there is no limit on the wait time.</p>
</td>
</tr>
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first">The result of the call that the future represents.</p>
</td>
</tr>
<tr class="field-odd field"><th class="field-name">Raises:</th><td class="field-body"><ul class="first last simple">
<li><code class="xref py py-exc docutils literal"><span class="pre">CancelledError</span></code> – If the future was cancelled.</li>
<li><code class="xref py py-exc docutils literal"><span class="pre">TimeoutError</span></code> – If the future didn’t finish executing before the given
timeout.</li>
<li><code class="xref py py-exc docutils literal"><span class="pre">Exception</span></code> – If the call raised then that exception will be raised.</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.running">
<code class="descname">running</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.running" title="Permalink to this definition"></a></dt>
<dd><p>Return True if the future is currently executing.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.set_exception">
<code class="descname">set_exception</code><span class="sig-paren">(</span><em>exception</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.set_exception" title="Permalink to this definition"></a></dt>
<dd><p>Sets the result of the future as being the given exception.</p>
<p>Should only be used by Executor implementations and unit tests.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.set_exception_info">
<code class="descname">set_exception_info</code><span class="sig-paren">(</span><em>exception</em>, <em>traceback</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.set_exception_info" title="Permalink to this definition"></a></dt>
<dd><p>Sets the result of the future as being the given exception
and traceback.</p>
<p>Should only be used by Executor implementations and unit tests.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.set_result">
<code class="descname">set_result</code><span class="sig-paren">(</span><em>result</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.set_result" title="Permalink to this definition"></a></dt>
<dd><p>Sets the return value of work associated with the future.</p>
<p>Should only be used by Executor implementations and unit tests.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.Future.set_running_or_notify_cancel">
<code class="descname">set_running_or_notify_cancel</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.Future.set_running_or_notify_cancel" title="Permalink to this definition"></a></dt>
<dd><p>Mark the future as running or process any cancel notifications.</p>
<p>Should only be used by Executor implementations and unit tests.</p>
<p>If the future has been cancelled (cancel() was called and returned
True) then any threads waiting on the future completing (though calls
to as_completed() or wait()) are notified and False is returned.</p>
<p>If the future was not cancelled then it is put in the running state
(future calls to running() will return True) and True is returned.</p>
<p>This method should be called by Executor implementations before
executing the work associated with this future. If this method returns
False then the work should not be executed.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">False if the Future was cancelled, True otherwise.</td>
</tr>
<tr class="field-even field"><th class="field-name">Raises:</th><td class="field-body"><code class="xref py py-exc docutils literal"><span class="pre">RuntimeError</span></code> – if this method was already called or if set_result()
or set_exception() was called.</td>
</tr>
</tbody>
</table>
</dd></dl>

</dd></dl>

<dl class="class">
<dt id="futurist.GreenFuture">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">GreenFuture</code><a class="headerlink" href="#futurist.GreenFuture" title="Permalink to this definition"></a></dt>
<dd><p>Represents the result of an asynchronous computation.</p>
</dd></dl>

</div>
<div class="section" id="periodics">
<h2>Periodics<a class="headerlink" href="#periodics" title="Permalink to this headline"></a></h2>
<dl class="class">
<dt id="futurist.periodics.PeriodicWorker">
<em class="property">class </em><code class="descclassname">futurist.periodics.</code><code class="descname">PeriodicWorker</code><span class="sig-paren">(</span><em>callables</em>, <em>log=None</em>, <em>executor_factory=None</em>, <em>cond_cls=&lt;function Condition&gt;</em>, <em>event_cls=&lt;function Event&gt;</em>, <em>schedule_strategy='last_started'</em>, <em>now_func=&lt;function monotonic&gt;</em>, <em>on_failure=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker" title="Permalink to this definition"></a></dt>
<dd><p>Calls a collection of callables periodically (sleeping as needed…).</p>
<p>NOTE(harlowja): typically the <a class="reference internal" href="#futurist.periodics.PeriodicWorker.start" title="futurist.periodics.PeriodicWorker.start"><code class="xref py py-meth docutils literal"><span class="pre">start()</span></code></a> method is executed in a
background thread so that the periodic callables are executed in
the background/asynchronously (using the defined periods to determine
when each is called).</p>
<dl class="attribute">
<dt id="futurist.periodics.PeriodicWorker.BUILT_IN_STRATEGIES">
<code class="descname">BUILT_IN_STRATEGIES</code><em class="property"> = {'aligned_last_finished': (&lt;function _aligned_last_finished_strategy at 0x7f782d3e9230&gt;, &lt;function _now_plus_periodicity at 0x7f782d3e92a8&gt;), 'aligned_last_finished_jitter': (&lt;function _aligned_last_finished_strategy_with_jitter at 0x7f782d3e9b18&gt;, &lt;function _now_plus_periodicity at 0x7f782d3e92a8&gt;), 'last_finished': (&lt;function _last_finished_strategy at 0x7f782d3e9140&gt;, &lt;function _now_plus_periodicity at 0x7f782d3e92a8&gt;), 'last_finished_jitter': (&lt;function _last_finished_strategy_with_jitter at 0x7f782d3e9aa0&gt;, &lt;function _now_plus_periodicity at 0x7f782d3e92a8&gt;), 'last_started': (&lt;function _last_started_strategy at 0x7f782d3e91b8&gt;, &lt;function _now_plus_periodicity at 0x7f782d3e92a8&gt;), 'last_started_jitter': (&lt;function _last_started_strategy_with_jitter at 0x7f782d3e9a28&gt;, &lt;function _now_plus_periodicity at 0x7f782d3e92a8&gt;)}</em><a class="headerlink" href="#futurist.periodics.PeriodicWorker.BUILT_IN_STRATEGIES" title="Permalink to this definition"></a></dt>
<dd><p>Built in scheduling strategies (used to determine when next to run
a periodic callable).</p>
<p>The first element is the strategy to use after the initial start
and the second element is the strategy to use for the initial start.</p>
<p>These are made somewhat pluggable so that we can <em>easily</em> add-on
different types later (perhaps one that uses a cron-style syntax
for example).</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.PeriodicWorker.DEFAULT_JITTER">
<code class="descname">DEFAULT_JITTER</code><em class="property"> = Fraction(1, 20)</em><a class="headerlink" href="#futurist.periodics.PeriodicWorker.DEFAULT_JITTER" title="Permalink to this definition"></a></dt>
<dd><p>Default jitter percentage the built-in strategies (that have jitter
support) will use.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.PeriodicWorker.MAX_LOOP_IDLE">
<code class="descname">MAX_LOOP_IDLE</code><em class="property"> = 30</em><a class="headerlink" href="#futurist.periodics.PeriodicWorker.MAX_LOOP_IDLE" title="Permalink to this definition"></a></dt>
<dd><p>Max amount of time to wait when running (forces a wakeup when elapsed).</p>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.__init__">
<code class="descname">__init__</code><span class="sig-paren">(</span><em>callables</em>, <em>log=None</em>, <em>executor_factory=None</em>, <em>cond_cls=&lt;function Condition&gt;</em>, <em>event_cls=&lt;function Event&gt;</em>, <em>schedule_strategy='last_started'</em>, <em>now_func=&lt;function monotonic&gt;</em>, <em>on_failure=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.__init__" title="Permalink to this definition"></a></dt>
<dd><p>Creates a new worker using the given periodic callables.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>callables</strong> (<em>iterable</em>) – a iterable of tuple objects previously decorated
with the <a class="reference internal" href="#futurist.periodics.periodic" title="futurist.periodics.periodic"><code class="xref py py-func docutils literal"><span class="pre">periodic()</span></code></a> decorator, each item
in the iterable is expected to be in the format
of <code class="docutils literal"><span class="pre">(cb,</span> <span class="pre">args,</span> <span class="pre">kwargs)</span></code> where <code class="docutils literal"><span class="pre">cb</span></code> is the
decorated function and <code class="docutils literal"><span class="pre">args</span></code> and <code class="docutils literal"><span class="pre">kwargs</span></code> are
any positional and keyword arguments to send into
the callback when it is activated (both <code class="docutils literal"><span class="pre">args</span></code>
and <code class="docutils literal"><span class="pre">kwargs</span></code> may be provided as none to avoid
using them)</li>
<li><strong>log</strong> (<em>logger</em>) – logger to use when creating a new worker (defaults
to the module logger if none provided), it is currently
only used to report callback failures (if they occur)</li>
<li><strong>executor_factory</strong> (<em>ExecutorFactory</em><em> or </em><em>any callable</em>) – factory callable that can be used to generate
executor objects that will be used to
run the periodic callables (if none is
provided one will be created that uses
the <a class="reference internal" href="#futurist.SynchronousExecutor" title="futurist.SynchronousExecutor"><code class="xref py py-class docutils literal"><span class="pre">SynchronousExecutor</span></code></a>
class)</li>
<li><strong>cond_cls</strong> (<em>callable</em>) – callable object that can
produce <code class="docutils literal"><span class="pre">threading.Condition</span></code>
(or compatible/equivalent) objects</li>
<li><strong>event_cls</strong> (<em>callable</em>) – callable object that can produce <code class="docutils literal"><span class="pre">threading.Event</span></code>
(or compatible/equivalent) objects</li>
<li><strong>schedule_strategy</strong> (<em>string</em>) – string to select one of the built-in
strategies that can return the
next time a callable should run</li>
<li><strong>now_func</strong> (<em>callable</em>) – callable that can return the current time offset
from some point (used in calculating elapsed times
and next times to run); preferably this is
monotonically increasing</li>
<li><strong>on_failure</strong> (<em>callable</em>) – callable that will be called whenever a periodic
function fails with an error, it will be provided
four positional arguments and one keyword
argument, the first positional argument being the
callable that failed, the second being the type
of activity under which it failed (<code class="docutils literal"><span class="pre">IMMEDIATE</span></code> or
<code class="docutils literal"><span class="pre">PERIODIC</span></code>), the third being the spacing that the
callable runs at and the fourth <code class="docutils literal"><span class="pre">exc_info</span></code> tuple
of the failure. The keyword argument <code class="docutils literal"><span class="pre">traceback</span></code>
will also be provided that may be be a string
that caused the failure (this is required for
executors which run out of process, as those can not
<em>currently</em> transfer stack frames across process
boundaries); if no callable is provided then a
default failure logging function will be used
instead (do note that
any user provided callable should not raise
exceptions on being called)</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.__len__">
<code class="descname">__len__</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.__len__" title="Permalink to this definition"></a></dt>
<dd><p>How many callables/periodic work units are currently active.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.add">
<code class="descname">add</code><span class="sig-paren">(</span><em>cb</em>, <em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.add" title="Permalink to this definition"></a></dt>
<dd><p>Adds a new periodic callback to the current worker.</p>
<p>Returns a <a class="reference internal" href="#futurist.periodics.Watcher" title="futurist.periodics.Watcher"><code class="xref py py-class docutils literal"><span class="pre">Watcher</span></code></a> if added successfully or the value
<code class="docutils literal"><span class="pre">None</span></code> if not (or raises a <code class="docutils literal"><span class="pre">ValueError</span></code> if the callback is not
correctly formed and/or decorated).</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>cb</strong> (<em>callable</em>) – a callable object/method/function previously decorated
with the <a class="reference internal" href="#futurist.periodics.periodic" title="futurist.periodics.periodic"><code class="xref py py-func docutils literal"><span class="pre">periodic()</span></code></a> decorator</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="classmethod">
<dt id="futurist.periodics.PeriodicWorker.create">
<em class="property">classmethod </em><code class="descname">create</code><span class="sig-paren">(</span><em>objects</em>, <em>exclude_hidden=True</em>, <em>log=None</em>, <em>executor_factory=None</em>, <em>cond_cls=&lt;function Condition&gt;</em>, <em>event_cls=&lt;function Event&gt;</em>, <em>schedule_strategy='last_started'</em>, <em>now_func=&lt;function monotonic&gt;</em>, <em>on_failure=None</em>, <em>args=()</em>, <em>kwargs={}</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.create" title="Permalink to this definition"></a></dt>
<dd><p>Automatically creates a worker by analyzing object(s) methods.</p>
<p>Only picks up methods that have been tagged/decorated with
the <a class="reference internal" href="#futurist.periodics.periodic" title="futurist.periodics.periodic"><code class="xref py py-func docutils literal"><span class="pre">periodic()</span></code></a> decorator (does not match against private
or protected methods unless explicitly requested to).</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>objects</strong> (<em>iterable</em>) – the objects to introspect for decorated members</li>
<li><strong>exclude_hidden</strong> (<em>bool</em>) – exclude hidden members (ones that start with
an underscore)</li>
<li><strong>log</strong> (<em>logger</em>) – logger to use when creating a new worker (defaults
to the module logger if none provided), it is currently
only used to report callback failures (if they occur)</li>
<li><strong>executor_factory</strong> (<em>ExecutorFactory</em><em> or </em><em>any callable</em>) – factory callable that can be used to generate
executor objects that will be used to
run the periodic callables (if none is
provided one will be created that uses
the <a class="reference internal" href="#futurist.SynchronousExecutor" title="futurist.SynchronousExecutor"><code class="xref py py-class docutils literal"><span class="pre">SynchronousExecutor</span></code></a>
class)</li>
<li><strong>cond_cls</strong> (<em>callable</em>) – callable object that can
produce <code class="docutils literal"><span class="pre">threading.Condition</span></code>
(or compatible/equivalent) objects</li>
<li><strong>event_cls</strong> (<em>callable</em>) – callable object that can produce <code class="docutils literal"><span class="pre">threading.Event</span></code>
(or compatible/equivalent) objects</li>
<li><strong>schedule_strategy</strong> (<em>string</em>) – string to select one of the built-in
strategies that can return the
next time a callable should run</li>
<li><strong>now_func</strong> (<em>callable</em>) – callable that can return the current time offset
from some point (used in calculating elapsed times
and next times to run); preferably this is
monotonically increasing</li>
<li><strong>on_failure</strong> (<em>callable</em>) – callable that will be called whenever a periodic
function fails with an error, it will be provided
four positional arguments and one keyword
argument, the first positional argument being the
callable that failed, the second being the type
of activity under which it failed (<code class="docutils literal"><span class="pre">IMMEDIATE</span></code> or
<code class="docutils literal"><span class="pre">PERIODIC</span></code>), the third being the spacing that the
callable runs at and the fourth <code class="docutils literal"><span class="pre">exc_info</span></code> tuple
of the failure. The keyword argument <code class="docutils literal"><span class="pre">traceback</span></code>
will also be provided that may be be a string
that caused the failure (this is required for
executors which run out of process, as those can not
<em>currently</em> transfer stack frames across process
boundaries); if no callable is provided then a
default failure logging function will be used
instead (do note that
any user provided callable should not raise
exceptions on being called)</li>
<li><strong>args</strong> (<em>tuple</em>) – positional arguments to be passed to all callables</li>
<li><strong>kwargs</strong> (<em>dict</em>) – keyword arguments to be passed to all callables</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.iter_watchers">
<code class="descname">iter_watchers</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.iter_watchers" title="Permalink to this definition"></a></dt>
<dd><p>Iterator/generator over all the currently maintained watchers.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.reset">
<code class="descname">reset</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.reset" title="Permalink to this definition"></a></dt>
<dd><p>Resets the workers internal state.</p>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.start">
<code class="descname">start</code><span class="sig-paren">(</span><em>allow_empty=False</em>, <em>auto_stop_when_empty=False</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.start" title="Permalink to this definition"></a></dt>
<dd><p>Starts running (will not return until <a class="reference internal" href="#futurist.periodics.PeriodicWorker.stop" title="futurist.periodics.PeriodicWorker.stop"><code class="xref py py-meth docutils literal"><span class="pre">stop()</span></code></a> 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-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>allow_empty</strong> (<em>bool</em>) – instead of running with no callbacks raise when
this worker has no contained callables (this can be
set to true and <a class="reference internal" href="#futurist.periodics.PeriodicWorker.add" title="futurist.periodics.PeriodicWorker.add"><code class="xref py py-meth docutils literal"><span class="pre">add()</span></code></a> can be used to add
new callables on demand), note that when enabled
and no callbacks exist this will block and
sleep (until either stopped or callbacks are
added)</li>
<li><strong>auto_stop_when_empty</strong> (<em>bool</em>) – when the provided periodic functions have
all exited and this is false then the
thread responsible for executing those
methods will just spin/idle waiting for
a new periodic function to be added;
switching it to true will make this
idling not happen (and instead when no
more periodic work exists then the
calling thread will just return).</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.stop">
<code class="descname">stop</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.stop" title="Permalink to this definition"></a></dt>
<dd><p>Sets the tombstone (this stops any further executions).</p>
</dd></dl>

<dl class="method">
<dt id="futurist.periodics.PeriodicWorker.wait">
<code class="descname">wait</code><span class="sig-paren">(</span><em>timeout=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.PeriodicWorker.wait" title="Permalink to this definition"></a></dt>
<dd><p>Waits for the <a class="reference internal" href="#futurist.periodics.PeriodicWorker.start" title="futurist.periodics.PeriodicWorker.start"><code class="xref py py-meth docutils literal"><span class="pre">start()</span></code></a> method to gracefully exit.</p>
<p>An optional timeout can be provided, which will cause the method to
return within the specified timeout. If the timeout is reached, the
returned value will be False.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>timeout</strong> (<em>float/int</em>) – Maximum number of seconds that the <a class="reference internal" href="#futurist.periodics.PeriodicWorker.wait" title="futurist.periodics.PeriodicWorker.wait"><code class="xref py py-meth docutils literal"><span class="pre">wait()</span></code></a>
method should block for</td>
</tr>
</tbody>
</table>
</dd></dl>

</dd></dl>

<dl class="function">
<dt id="futurist.periodics.periodic">
<code class="descclassname">futurist.periodics.</code><code class="descname">periodic</code><span class="sig-paren">(</span><em>spacing</em>, <em>run_immediately=False</em>, <em>enabled=True</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.periodic" title="Permalink to this definition"></a></dt>
<dd><p>Tags a method/function as wanting/able to execute periodically.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>spacing</strong> (<em>float/int</em>) – how often to run the decorated function (required)</li>
<li><strong>run_immediately</strong> (<em>boolean</em>) – option to specify whether to run
immediately or wait until the spacing provided has
elapsed before running for the first time</li>
<li><strong>enabled</strong> (<em>boolean</em>) – whether the task is enabled to run</li>
</ul>
</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="class">
<dt id="futurist.periodics.Watcher">
<em class="property">class </em><code class="descclassname">futurist.periodics.</code><code class="descname">Watcher</code><span class="sig-paren">(</span><em>metrics</em>, <em>work</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.periodics.Watcher" title="Permalink to this definition"></a></dt>
<dd><p>A <strong>read-only</strong> object representing a periodic callback’s activities.</p>
<dl class="attribute">
<dt id="futurist.periodics.Watcher.average_elapsed">
<code class="descname">average_elapsed</code><a class="headerlink" href="#futurist.periodics.Watcher.average_elapsed" title="Permalink to this definition"></a></dt>
<dd><p>Avg. amount of time the periodic callback has ran for.</p>
<p>This may raise a <code class="docutils literal"><span class="pre">ZeroDivisionError</span></code> if there has been no runs.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.average_elapsed_waiting">
<code class="descname">average_elapsed_waiting</code><a class="headerlink" href="#futurist.periodics.Watcher.average_elapsed_waiting" title="Permalink to this definition"></a></dt>
<dd><p>Avg. amount of time the periodic callback has waited to run for.</p>
<p>This may raise a <code class="docutils literal"><span class="pre">ZeroDivisionError</span></code> if there has been no runs.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.elapsed">
<code class="descname">elapsed</code><a class="headerlink" href="#futurist.periodics.Watcher.elapsed" title="Permalink to this definition"></a></dt>
<dd><p>Total amount of time the periodic callback has ran for.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.elapsed_waiting">
<code class="descname">elapsed_waiting</code><a class="headerlink" href="#futurist.periodics.Watcher.elapsed_waiting" title="Permalink to this definition"></a></dt>
<dd><p>Total amount of time the periodic callback has waited to run for.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.failures">
<code class="descname">failures</code><a class="headerlink" href="#futurist.periodics.Watcher.failures" title="Permalink to this definition"></a></dt>
<dd><p>How many times the periodic callback ran unsuccessfully.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.requested_stop">
<code class="descname">requested_stop</code><a class="headerlink" href="#futurist.periodics.Watcher.requested_stop" title="Permalink to this definition"></a></dt>
<dd><p>If the work unit being ran has requested to be stopped.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.runs">
<code class="descname">runs</code><a class="headerlink" href="#futurist.periodics.Watcher.runs" title="Permalink to this definition"></a></dt>
<dd><p>How many times the periodic callback has been ran.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.successes">
<code class="descname">successes</code><a class="headerlink" href="#futurist.periodics.Watcher.successes" title="Permalink to this definition"></a></dt>
<dd><p>How many times the periodic callback ran successfully.</p>
</dd></dl>

<dl class="attribute">
<dt id="futurist.periodics.Watcher.work">
<code class="descname">work</code><a class="headerlink" href="#futurist.periodics.Watcher.work" title="Permalink to this definition"></a></dt>
<dd><p><strong>Read-only</strong> named work tuple this object watches.</p>
</dd></dl>

</dd></dl>

</div>
<div class="section" id="miscellaneous">
<h2>Miscellaneous<a class="headerlink" href="#miscellaneous" title="Permalink to this headline"></a></h2>
<dl class="class">
<dt id="futurist.ExecutorStatistics">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">ExecutorStatistics</code><span class="sig-paren">(</span><em>failures=0</em>, <em>executed=0</em>, <em>runtime=0.0</em>, <em>cancelled=0</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.ExecutorStatistics" title="Permalink to this definition"></a></dt>
<dd><p>Holds <em>immutable</em> information about a executors executions.</p>
<dl class="attribute">
<dt id="futurist.ExecutorStatistics.average_runtime">
<code class="descname">average_runtime</code><a class="headerlink" href="#futurist.ExecutorStatistics.average_runtime" title="Permalink to this definition"></a></dt>
<dd><p>The average runtime of all submissions executed.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">average runtime of all submissions executed</td>
</tr>
<tr class="field-even field"><th class="field-name">Return type:</th><td class="field-body">number</td>
</tr>
<tr class="field-odd field"><th class="field-name">Raises:</th><td class="field-body">ZeroDivisionError when no executions have occurred.</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="attribute">
<dt id="futurist.ExecutorStatistics.cancelled">
<code class="descname">cancelled</code><a class="headerlink" href="#futurist.ExecutorStatistics.cancelled" title="Permalink to this definition"></a></dt>
<dd><p>How many submissions were cancelled before executing.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">how many submissions were cancelled before executing</td>
</tr>
<tr class="field-even field"><th class="field-name">Return type:</th><td class="field-body">number</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="attribute">
<dt id="futurist.ExecutorStatistics.executed">
<code class="descname">executed</code><a class="headerlink" href="#futurist.ExecutorStatistics.executed" title="Permalink to this definition"></a></dt>
<dd><p>How many submissions were executed (failed or not).</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">how many submissions were executed</td>
</tr>
<tr class="field-even field"><th class="field-name">Return type:</th><td class="field-body">number</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="attribute">
<dt id="futurist.ExecutorStatistics.failures">
<code class="descname">failures</code><a class="headerlink" href="#futurist.ExecutorStatistics.failures" title="Permalink to this definition"></a></dt>
<dd><p>How many submissions ended up raising exceptions.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">how many submissions ended up raising exceptions</td>
</tr>
<tr class="field-even field"><th class="field-name">Return type:</th><td class="field-body">number</td>
</tr>
</tbody>
</table>
</dd></dl>

<dl class="attribute">
<dt id="futurist.ExecutorStatistics.runtime">
<code class="descname">runtime</code><a class="headerlink" href="#futurist.ExecutorStatistics.runtime" title="Permalink to this definition"></a></dt>
<dd><p>Total runtime of all submissions executed (failed or not).</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">total runtime of all submissions executed</td>
</tr>
<tr class="field-even field"><th class="field-name">Return type:</th><td class="field-body">number</td>
</tr>
</tbody>
</table>
</dd></dl>

</dd></dl>

</div>
<div class="section" id="exceptions">
<h2>Exceptions<a class="headerlink" href="#exceptions" title="Permalink to this headline"></a></h2>
<dl class="class">
<dt id="futurist.RejectedSubmission">
<em class="property">class </em><code class="descclassname">futurist.</code><code class="descname">RejectedSubmission</code><a class="headerlink" href="#futurist.RejectedSubmission" title="Permalink to this definition"></a></dt>
<dd><p>Exception raised when a submitted call is rejected (for some reason).</p>
</dd></dl>

</div>
<div class="section" id="waiters">
<h2>Waiters<a class="headerlink" href="#waiters" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt id="futurist.waiters.wait_for_any">
<code class="descclassname">futurist.waiters.</code><code class="descname">wait_for_any</code><span class="sig-paren">(</span><em>fs</em>, <em>timeout=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.waiters.wait_for_any" title="Permalink to this definition"></a></dt>
<dd><p>Wait for one (<strong>any</strong>) of the futures to complete.</p>
<p>Works correctly with both green and non-green futures (but not both
together, since this can’t be guaranteed to avoid dead-lock due to how
the waiting implementations are different when green threads are being
used).</p>
<p>Returns pair (done futures, not done futures).</p>
</dd></dl>

<dl class="function">
<dt id="futurist.waiters.wait_for_all">
<code class="descclassname">futurist.waiters.</code><code class="descname">wait_for_all</code><span class="sig-paren">(</span><em>fs</em>, <em>timeout=None</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.waiters.wait_for_all" title="Permalink to this definition"></a></dt>
<dd><p>Wait for all of the futures to complete.</p>
<p>Works correctly with both green and non-green futures (but not both
together, since this can’t be guaranteed to avoid dead-lock due to how
the waiting implementations are different when green threads are being
used).</p>
<p>Returns pair (done futures, not done futures).</p>
</dd></dl>

<dl class="class">
<dt id="futurist.waiters.DoneAndNotDoneFutures">
<em class="property">class </em><code class="descclassname">futurist.waiters.</code><code class="descname">DoneAndNotDoneFutures</code><span class="sig-paren">(</span><em>done</em>, <em>not_done</em><span class="sig-paren">)</span><a class="headerlink" href="#futurist.waiters.DoneAndNotDoneFutures" title="Permalink to this definition"></a></dt>
<dd><p>Named tuple returned from <code class="docutils literal"><span class="pre">wait_for*</span></code> calls.</p>
</dd></dl>

</div>
</div>


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