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Data Types</a> &#187;</li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <div class="section" id="module-Queue"> <span id="queue-a-synchronized-queue-class"></span><h1>8.10. <a class="reference internal" href="#module-Queue" title="Queue: A synchronized queue class."><code class="xref py py-mod docutils literal notranslate"><span class="pre">Queue</span></code></a> — A synchronized queue class<a class="headerlink" href="#module-Queue" title="Permalink to this headline">¶</a></h1> <div class="admonition note"> <p class="first admonition-title">Note</p> <p class="last">The <a class="reference internal" href="#module-Queue" title="Queue: A synchronized queue class."><code class="xref py py-mod docutils literal notranslate"><span class="pre">Queue</span></code></a> module has been renamed to <code class="xref py py-mod docutils literal notranslate"><span class="pre">queue</span></code> in Python 3. The <a class="reference internal" href="../glossary.html#term-2to3"><span class="xref std std-term">2to3</span></a> tool will automatically adapt imports when converting your sources to Python 3.</p> </div> <p><strong>Source code:</strong> <a class="reference external" href="https://github.com/python/cpython/tree/2.7/Lib/Queue.py">Lib/Queue.py</a></p> <hr class="docutils" /> <p>The <a class="reference internal" href="#module-Queue" title="Queue: A synchronized queue class."><code class="xref py py-mod docutils literal notranslate"><span class="pre">Queue</span></code></a> module implements multi-producer, multi-consumer queues. It is especially useful in threaded programming when information must be exchanged safely between multiple threads. The <a class="reference internal" href="#Queue.Queue" title="Queue.Queue"><code class="xref py py-class docutils literal notranslate"><span class="pre">Queue</span></code></a> class in this module implements all the required locking semantics. It depends on the availability of thread support in Python; see the <a class="reference internal" href="threading.html#module-threading" title="threading: Higher-level threading interface."><code class="xref py py-mod docutils literal notranslate"><span class="pre">threading</span></code></a> module.</p> <p>The module implements three types of queue, which differ only in the order in which the entries are retrieved. In a FIFO queue, the first tasks added are the first retrieved. In a LIFO queue, the most recently added entry is the first retrieved (operating like a stack). With a priority queue, the entries are kept sorted (using the <a class="reference internal" href="heapq.html#module-heapq" title="heapq: Heap queue algorithm (a.k.a. priority queue)."><code class="xref py py-mod docutils literal notranslate"><span class="pre">heapq</span></code></a> module) and the lowest valued entry is retrieved first.</p> <p>The <a class="reference internal" href="#module-Queue" title="Queue: A synchronized queue class."><code class="xref py py-mod docutils literal notranslate"><span class="pre">Queue</span></code></a> module defines the following classes and exceptions:</p> <dl class="class"> <dt id="Queue.Queue"> <em class="property">class </em><code class="descclassname">Queue.</code><code class="descname">Queue</code><span class="sig-paren">(</span><em>maxsize=0</em><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue" title="Permalink to this definition">¶</a></dt> <dd><p>Constructor for a FIFO queue. <em>maxsize</em> is an integer that sets the upperbound limit on the number of items that can be placed in the queue. Insertion will block once this size has been reached, until queue items are consumed. If <em>maxsize</em> is less than or equal to zero, the queue size is infinite.</p> </dd></dl> <dl class="class"> <dt id="Queue.LifoQueue"> <em class="property">class </em><code class="descclassname">Queue.</code><code class="descname">LifoQueue</code><span class="sig-paren">(</span><em>maxsize=0</em><span class="sig-paren">)</span><a class="headerlink" href="#Queue.LifoQueue" title="Permalink to this definition">¶</a></dt> <dd><p>Constructor for a LIFO queue. <em>maxsize</em> is an integer that sets the upperbound limit on the number of items that can be placed in the queue. Insertion will block once this size has been reached, until queue items are consumed. If <em>maxsize</em> is less than or equal to zero, the queue size is infinite.</p> <div class="versionadded"> <p><span class="versionmodified">New in version 2.6.</span></p> </div> </dd></dl> <dl class="class"> <dt id="Queue.PriorityQueue"> <em class="property">class </em><code class="descclassname">Queue.</code><code class="descname">PriorityQueue</code><span class="sig-paren">(</span><em>maxsize=0</em><span class="sig-paren">)</span><a class="headerlink" href="#Queue.PriorityQueue" title="Permalink to this definition">¶</a></dt> <dd><p>Constructor for a priority queue. <em>maxsize</em> is an integer that sets the upperbound limit on the number of items that can be placed in the queue. Insertion will block once this size has been reached, until queue items are consumed. If <em>maxsize</em> is less than or equal to zero, the queue size is infinite.</p> <p>The lowest valued entries are retrieved first (the lowest valued entry is the one returned by <code class="docutils literal notranslate"><span class="pre">sorted(list(entries))[0]</span></code>). A typical pattern for entries is a tuple in the form: <code class="docutils literal notranslate"><span class="pre">(priority_number,</span> <span class="pre">data)</span></code>.</p> <div class="versionadded"> <p><span class="versionmodified">New in version 2.6.</span></p> </div> </dd></dl> <dl class="exception"> <dt id="Queue.Empty"> <em class="property">exception </em><code class="descclassname">Queue.</code><code class="descname">Empty</code><a class="headerlink" href="#Queue.Empty" title="Permalink to this definition">¶</a></dt> <dd><p>Exception raised when non-blocking <a class="reference internal" href="#Queue.Queue.get" title="Queue.Queue.get"><code class="xref py py-meth docutils literal notranslate"><span class="pre">get()</span></code></a> (or <a class="reference internal" href="#Queue.Queue.get_nowait" title="Queue.Queue.get_nowait"><code class="xref py py-meth docutils literal notranslate"><span class="pre">get_nowait()</span></code></a>) is called on a <a class="reference internal" href="#Queue.Queue" title="Queue.Queue"><code class="xref py py-class docutils literal notranslate"><span class="pre">Queue</span></code></a> object which is empty.</p> </dd></dl> <dl class="exception"> <dt id="Queue.Full"> <em class="property">exception </em><code class="descclassname">Queue.</code><code class="descname">Full</code><a class="headerlink" href="#Queue.Full" title="Permalink to this definition">¶</a></dt> <dd><p>Exception raised when non-blocking <a class="reference internal" href="#Queue.Queue.put" title="Queue.Queue.put"><code class="xref py py-meth docutils literal notranslate"><span class="pre">put()</span></code></a> (or <a class="reference internal" href="#Queue.Queue.put_nowait" title="Queue.Queue.put_nowait"><code class="xref py py-meth docutils literal notranslate"><span class="pre">put_nowait()</span></code></a>) is called on a <a class="reference internal" href="#Queue.Queue" title="Queue.Queue"><code class="xref py py-class docutils literal notranslate"><span class="pre">Queue</span></code></a> object which is full.</p> </dd></dl> <div class="admonition seealso"> <p class="first admonition-title">See also</p> <p class="last"><a class="reference internal" href="collections.html#collections.deque" title="collections.deque"><code class="xref py py-class docutils literal notranslate"><span class="pre">collections.deque</span></code></a> is an alternative implementation of unbounded queues with fast atomic <code class="xref py py-func docutils literal notranslate"><span class="pre">append()</span></code> and <code class="xref py py-func docutils literal notranslate"><span class="pre">popleft()</span></code> operations that do not require locking.</p> </div> <div class="section" id="queue-objects"> <span id="queueobjects"></span><h2>8.10.1. Queue Objects<a class="headerlink" href="#queue-objects" title="Permalink to this headline">¶</a></h2> <p>Queue objects (<a class="reference internal" href="#Queue.Queue" title="Queue.Queue"><code class="xref py py-class docutils literal notranslate"><span class="pre">Queue</span></code></a>, <a class="reference internal" href="#Queue.LifoQueue" title="Queue.LifoQueue"><code class="xref py py-class docutils literal notranslate"><span class="pre">LifoQueue</span></code></a>, or <a class="reference internal" href="#Queue.PriorityQueue" title="Queue.PriorityQueue"><code class="xref py py-class docutils literal notranslate"><span class="pre">PriorityQueue</span></code></a>) provide the public methods described below.</p> <dl class="method"> <dt id="Queue.Queue.qsize"> <code class="descclassname">Queue.</code><code class="descname">qsize</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.qsize" title="Permalink to this definition">¶</a></dt> <dd><p>Return the approximate size of the queue. Note, qsize() &gt; 0 doesn’t guarantee that a subsequent get() will not block, nor will qsize() &lt; maxsize guarantee that put() will not block.</p> </dd></dl> <dl class="method"> <dt id="Queue.Queue.empty"> <code class="descclassname">Queue.</code><code class="descname">empty</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.empty" title="Permalink to this definition">¶</a></dt> <dd><p>Return <code class="docutils literal notranslate"><span class="pre">True</span></code> if the queue is empty, <code class="docutils literal notranslate"><span class="pre">False</span></code> otherwise. If empty() returns <code class="docutils literal notranslate"><span class="pre">True</span></code> it doesn’t guarantee that a subsequent call to put() will not block. Similarly, if empty() returns <code class="docutils literal notranslate"><span class="pre">False</span></code> it doesn’t guarantee that a subsequent call to get() will not block.</p> </dd></dl> <dl class="method"> <dt id="Queue.Queue.full"> <code class="descclassname">Queue.</code><code class="descname">full</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.full" title="Permalink to this definition">¶</a></dt> <dd><p>Return <code class="docutils literal notranslate"><span class="pre">True</span></code> if the queue is full, <code class="docutils literal notranslate"><span class="pre">False</span></code> otherwise. If full() returns <code class="docutils literal notranslate"><span class="pre">True</span></code> it doesn’t guarantee that a subsequent call to get() will not block. Similarly, if full() returns <code class="docutils literal notranslate"><span class="pre">False</span></code> it doesn’t guarantee that a subsequent call to put() will not block.</p> </dd></dl> <dl class="method"> <dt id="Queue.Queue.put"> <code class="descclassname">Queue.</code><code class="descname">put</code><span class="sig-paren">(</span><em>item</em><span class="optional">[</span>, <em>block</em><span class="optional">[</span>, <em>timeout</em><span class="optional">]</span><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.put" title="Permalink to this definition">¶</a></dt> <dd><p>Put <em>item</em> into the queue. If optional args <em>block</em> is true and <em>timeout</em> is <code class="docutils literal notranslate"><span class="pre">None</span></code> (the default), block if necessary until a free slot is available. If <em>timeout</em> is a positive number, it blocks at most <em>timeout</em> seconds and raises the <a class="reference internal" href="#Queue.Full" title="Queue.Full"><code class="xref py py-exc docutils literal notranslate"><span class="pre">Full</span></code></a> exception if no free slot was available within that time. Otherwise (<em>block</em> is false), put an item on the queue if a free slot is immediately available, else raise the <a class="reference internal" href="#Queue.Full" title="Queue.Full"><code class="xref py py-exc docutils literal notranslate"><span class="pre">Full</span></code></a> exception (<em>timeout</em> is ignored in that case).</p> <div class="versionadded"> <p><span class="versionmodified">New in version 2.3: </span>The <em>timeout</em> parameter.</p> </div> </dd></dl> <dl class="method"> <dt id="Queue.Queue.put_nowait"> <code class="descclassname">Queue.</code><code class="descname">put_nowait</code><span class="sig-paren">(</span><em>item</em><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.put_nowait" title="Permalink to this definition">¶</a></dt> <dd><p>Equivalent to <code class="docutils literal notranslate"><span class="pre">put(item,</span> <span class="pre">False)</span></code>.</p> </dd></dl> <dl class="method"> <dt id="Queue.Queue.get"> <code class="descclassname">Queue.</code><code class="descname">get</code><span class="sig-paren">(</span><span class="optional">[</span><em>block</em><span class="optional">[</span>, <em>timeout</em><span class="optional">]</span><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.get" title="Permalink to this definition">¶</a></dt> <dd><p>Remove and return an item from the queue. If optional args <em>block</em> is true and <em>timeout</em> is <code class="docutils literal notranslate"><span class="pre">None</span></code> (the default), block if necessary until an item is available. If <em>timeout</em> is a positive number, it blocks at most <em>timeout</em> seconds and raises the <a class="reference internal" href="#Queue.Empty" title="Queue.Empty"><code class="xref py py-exc docutils literal notranslate"><span class="pre">Empty</span></code></a> exception if no item was available within that time. Otherwise (<em>block</em> is false), return an item if one is immediately available, else raise the <a class="reference internal" href="#Queue.Empty" title="Queue.Empty"><code class="xref py py-exc docutils literal notranslate"><span class="pre">Empty</span></code></a> exception (<em>timeout</em> is ignored in that case).</p> <div class="versionadded"> <p><span class="versionmodified">New in version 2.3: </span>The <em>timeout</em> parameter.</p> </div> </dd></dl> <dl class="method"> <dt id="Queue.Queue.get_nowait"> <code class="descclassname">Queue.</code><code class="descname">get_nowait</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.get_nowait" title="Permalink to this definition">¶</a></dt> <dd><p>Equivalent to <code class="docutils literal notranslate"><span class="pre">get(False)</span></code>.</p> </dd></dl> <p>Two methods are offered to support tracking whether enqueued tasks have been fully processed by daemon consumer threads.</p> <dl class="method"> <dt id="Queue.Queue.task_done"> <code class="descclassname">Queue.</code><code class="descname">task_done</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.task_done" title="Permalink to this definition">¶</a></dt> <dd><p>Indicate that a formerly enqueued task is complete. Used by queue consumer threads. For each <a class="reference internal" href="#Queue.Queue.get" title="Queue.Queue.get"><code class="xref py py-meth docutils literal notranslate"><span class="pre">get()</span></code></a> used to fetch a task, a subsequent call to <a class="reference internal" href="#Queue.Queue.task_done" title="Queue.Queue.task_done"><code class="xref py py-meth docutils literal notranslate"><span class="pre">task_done()</span></code></a> tells the queue that the processing on the task is complete.</p> <p>If a <a class="reference internal" href="#Queue.Queue.join" title="Queue.Queue.join"><code class="xref py py-meth docutils literal notranslate"><span class="pre">join()</span></code></a> is currently blocking, it will resume when all items have been processed (meaning that a <a class="reference internal" href="#Queue.Queue.task_done" title="Queue.Queue.task_done"><code class="xref py py-meth docutils literal notranslate"><span class="pre">task_done()</span></code></a> call was received for every item that had been <a class="reference internal" href="#Queue.Queue.put" title="Queue.Queue.put"><code class="xref py py-meth docutils literal notranslate"><span class="pre">put()</span></code></a> into the queue).</p> <p>Raises a <a class="reference internal" href="exceptions.html#exceptions.ValueError" title="exceptions.ValueError"><code class="xref py py-exc docutils literal notranslate"><span class="pre">ValueError</span></code></a> if called more times than there were items placed in the queue.</p> <div class="versionadded"> <p><span class="versionmodified">New in version 2.5.</span></p> </div> </dd></dl> <dl class="method"> <dt id="Queue.Queue.join"> <code class="descclassname">Queue.</code><code class="descname">join</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#Queue.Queue.join" title="Permalink to this definition">¶</a></dt> <dd><p>Blocks until all items in the queue have been gotten and processed.</p> <p>The count of unfinished tasks goes up whenever an item is added to the queue. The count goes down whenever a consumer thread calls <a class="reference internal" href="#Queue.Queue.task_done" title="Queue.Queue.task_done"><code class="xref py py-meth docutils literal notranslate"><span class="pre">task_done()</span></code></a> to indicate that the item was retrieved and all work on it is complete. When the count of unfinished tasks drops to zero, <a class="reference internal" href="#Queue.Queue.join" title="Queue.Queue.join"><code class="xref py py-meth docutils literal notranslate"><span class="pre">join()</span></code></a> unblocks.</p> <div class="versionadded"> <p><span class="versionmodified">New in version 2.5.</span></p> </div> </dd></dl> <p>Example of how to wait for enqueued tasks to be completed:</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">worker</span><span class="p">():</span> <span class="k">while</span> <span class="kc">True</span><span class="p">:</span> <span class="n">item</span> <span class="o">=</span> <span class="n">q</span><span class="o">.</span><span class="n">get</span><span class="p">()</span> <span class="n">do_work</span><span class="p">(</span><span class="n">item</span><span class="p">)</span> <span class="n">q</span><span class="o">.</span><span class="n">task_done</span><span class="p">()</span> <span class="n">q</span> <span class="o">=</span> <span class="n">Queue</span><span class="p">()</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">num_worker_threads</span><span class="p">):</span> <span class="n">t</span> <span class="o">=</span> <span class="n">Thread</span><span class="p">(</span><span class="n">target</span><span class="o">=</span><span class="n">worker</span><span class="p">)</span> <span class="n">t</span><span class="o">.</span><span class="n">daemon</span> <span class="o">=</span> <span class="kc">True</span> <span class="n">t</span><span class="o">.</span><span class="n">start</span><span class="p">()</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">source</span><span class="p">():</span> <span class="n">q</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">item</span><span class="p">)</span> <span class="n">q</span><span class="o">.</span><span class="n">join</span><span class="p">()</span> <span class="c1"># block until all tasks are done</span> </pre></div> </div> </div> </div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <h3><a href="../contents.html">Table Of Contents</a></h3> <ul> <li><a class="reference internal" href="#">8.10. <code class="docutils literal notranslate"><span class="pre">Queue</span></code> — A synchronized queue class</a><ul> <li><a class="reference internal" href="#queue-objects">8.10.1. Queue Objects</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="mutex.html" title="previous chapter">8.9. <code class="docutils literal notranslate"><span class="pre">mutex</span></code> — Mutual exclusion support</a></p> <h4>Next topic</h4> <p class="topless"><a href="weakref.html" title="next chapter">8.11. <code class="docutils literal notranslate"><span class="pre">weakref</span></code> — Weak references</a></p> <div role="note" aria-label="source link"> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="../_sources/library/queue.rst.txt" rel="nofollow">Show Source</a></li> </ul> </div> <div id="searchbox" style="display: none" role="search"> <h3>Quick search</h3> <div class="searchformwrapper"> <form class="search" action="../search.html" method="get"> <input type="text" name="q" /> <input type="submit" value="Go" /> <input type="hidden" name="check_keywords" value="yes" /> <input type="hidden" name="area" value="default" /> </form> </div> </div> <script type="text/javascript">$('#searchbox').show(0);</script> </div> </div> <div class="clearer"></div> </div> <div class="related" role="navigation" aria-label="related navigation"> <h3>Navigation</h3> <ul> <li class="right" style="margin-right: 10px"> <a href="../genindex.html" title="General Index" >index</a></li> <li class="right" > <a href="../py-modindex.html" title="Python Module Index" >modules</a> |</li> <li class="right" > <a href="weakref.html" title="8.11. weakref — Weak references" >next</a> |</li> <li class="right" > <a href="mutex.html" title="8.9. mutex — Mutual exclusion support" >previous</a> |</li> <li><img src="../_static/py.png" alt="" style="vertical-align: middle; margin-top: -1px"/></li> <li><a href="https://www.python.org/">Python</a> &#187;</li> <li> <a href="../index.html">Python 2.7.16 documentation</a> &#187; </li> <li class="nav-item nav-item-1"><a href="index.html" >The Python Standard Library</a> &#187;</li> <li class="nav-item nav-item-2"><a href="datatypes.html" >8. 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