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medbot.slides.html
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<!DOCTYPE html>
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<title>medbot slides</title>
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<h1 id=""It's-about-time-to-take-your-medication!"">"It's about time to take your medication!"<a class="anchor-link" href="#"It's-about-time-to-take-your-medication!"">¶</a></h1><h2 id="or-how-to-write-a-friendly-reminder-bot-;-)">or how to write a friendly reminder bot ;-)<a class="anchor-link" href="#or-how-to-write-a-friendly-reminder-bot-;-)">¶</a></h2><ul>
<li>Florian Wilhelm, Blue Yonder</li>
<li>EuroPython 2015, Bilbao, Spain</li>
<li><a href="https://github.com/blue-yonder/medbot/">https://github.com/blue-yonder/medbot/</a></li>
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<h1 id="Motivation">Motivation<a class="anchor-link" href="#Motivation">¶</a></h1><p>Why would anyone write a chat bot?</p>
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<h1 id="Motivation">Motivation<a class="anchor-link" href="#Motivation">¶</a></h1><p>Learn about...</p>
<ul>
<li>the concepts of event-driven/asynchronous programming</li>
<li>the basics of chat protocols like XMPP</li>
<li>how to write a small Google App</li>
<li>help a friend with diabetes</li>
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<h1 id="Event-driven-Programming">Event-driven Programming<a class="anchor-link" href="#Event-driven-Programming">¶</a></h1><blockquote><p>In an event-driven program, program flow is determined by external events. It is characterized by an <em>event loop</em> and the use of callback to trigger actions when events happen. - <strong>Jessica McKellar, Twisted Network Programming Essentials</strong></p>
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<li>main loop listens for events and triggers <em>callback functions</em> (continuations) when one of these events is detected</li>
<li>mostly single-threaded but multi-threaded architectures also exist</li>
<li>can be blocking (synchronous) or non-blocking (asynchronous)</li>
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<h1 id="Asynchronous-Programming">Asynchronous Programming<a class="anchor-link" href="#Asynchronous-Programming">¶</a></h1><blockquote><p>Asynchronous I/O, or non-blocking I/O is a form of input/output processing that permits other processing to continue before the transmission has finished - <strong>Wikipedia</strong></p>
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<li>a form of cooperative multi-tasking</li>
<li>concept can be implemented as an event loop</li>
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<p><img src="gfx/asynchronous_st.png" alt="single threaded"></p>
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<p><img src="gfx/asynchronous_mt.png" alt="multi-threaded"></p>
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<h1 id="When-to-use-asynchronous-event-driven-programming?">When to use asynchronous event-driven programming?<a class="anchor-link" href="#When-to-use-asynchronous-event-driven-programming?">¶</a></h1><ul>
<li>if you have many tasks</li>
<li>your tasks are largely independent (no much inter-communication)</li>
<li>some tasks block while waiting for I/O, events...</li>
<li>your tasks share mutable data (that would need to be synced)</li>
</ul>
<p>Escpecially <em>network applications</em> and <em>user interfaces</em> have exactly these properties</p>
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<h1 id="Examples">Examples<a class="anchor-link" href="#Examples">¶</a></h1><p><strong>Task</strong>: Fetch some urls and check the elapsed time</p>
<ol>
<li>single-threaded</li>
<li>multi-threaded</li>
<li>asynchronous</li>
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<h2 id="Single-threaded">Single-threaded<a class="anchor-link" href="#Single-threaded">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="kn">import</span> <span class="nn">urllib</span><span class="o">,</span> <span class="nn">time</span><span class="o">,</span> <span class="nn">hashlib</span>
<span class="n">hosts</span> <span class="o">=</span> <span class="p">[</span><span class="s">'http://www.scikit-learn.org'</span><span class="p">,</span> <span class="s">'http://www.numpy.org'</span><span class="p">,</span> <span class="s">'http://www.scipy.org'</span><span class="p">,</span> <span class="s">'http://pandas.pydata.org'</span><span class="p">]</span>
<span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
<span class="k">for</span> <span class="n">host</span> <span class="ow">in</span> <span class="n">hosts</span><span class="p">:</span>
<span class="n">f</span> <span class="o">=</span> <span class="n">urllib</span><span class="o">.</span><span class="n">request</span><span class="o">.</span><span class="n">urlopen</span><span class="p">(</span><span class="n">host</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">()</span><span class="o">.</span><span class="n">upper</span><span class="p">()[:</span><span class="mi">20</span><span class="p">],</span> <span class="n">host</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s">"Elapsed time: {}"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">))</span>
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<pre>b'<HTML>\n<HEAD>\n <TIT' http://www.scikit-learn.org
b'\n<!DOCTYPE HTML PUBL' http://www.numpy.org
b'<!DOCTYPE HTML>\n\n<HT' http://www.scipy.org
b'<!DOCTYPE HTML PUBLI' http://pandas.pydata.org
Elapsed time: 1.3736803531646729
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<h2 id="Multi-threaded">Multi-threaded<a class="anchor-link" href="#Multi-threaded">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="kn">import</span> <span class="nn">threading</span>
<span class="k">def</span> <span class="nf">print_page</span><span class="p">(</span><span class="n">host</span><span class="p">):</span>
<span class="n">f</span> <span class="o">=</span> <span class="n">urllib</span><span class="o">.</span><span class="n">request</span><span class="o">.</span><span class="n">urlopen</span><span class="p">(</span><span class="n">host</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">()</span><span class="o">.</span><span class="n">upper</span><span class="p">()[:</span><span class="mi">20</span><span class="p">],</span> <span class="n">host</span><span class="p">)</span>
<span class="c"># generate jobs</span>
<span class="n">jobs</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
<span class="k">for</span> <span class="n">host</span> <span class="ow">in</span> <span class="n">hosts</span><span class="p">:</span>
<span class="n">jobs</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">threading</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">print_page</span><span class="p">,</span> <span class="n">args</span><span class="o">=</span><span class="p">(</span><span class="n">host</span><span class="p">,)))</span>
<span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
<span class="c"># start jobs</span>
<span class="k">for</span> <span class="n">job</span> <span class="ow">in</span> <span class="n">jobs</span><span class="p">:</span>
<span class="n">job</span><span class="o">.</span><span class="n">start</span><span class="p">()</span>
<span class="c"># wait for jobs to finish</span>
<span class="k">for</span> <span class="n">job</span> <span class="ow">in</span> <span class="n">jobs</span><span class="p">:</span>
<span class="n">job</span><span class="o">.</span><span class="n">join</span><span class="p">()</span>
<span class="nb">print</span><span class="p">(</span><span class="s">"Elapsed time: {}"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">))</span>
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<pre>b'\n<!DOCTYPE HTML PUBL' http://www.numpy.org
b'<HTML>\n<HEAD>\n <TIT' http://www.scikit-learn.org
b'<!DOCTYPE HTML>\n\n<HT' http://www.scipy.org
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<h2 id="Asynchronous">Asynchronous<a class="anchor-link" href="#Asynchronous">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="c"># This code runs only with Python 2</span>
<span class="kn">from</span> <span class="nn">twisted.internet</span> <span class="k">import</span> <span class="n">defer</span><span class="p">,</span> <span class="n">task</span>
<span class="kn">from</span> <span class="nn">twisted.web.client</span> <span class="k">import</span> <span class="n">getPage</span>
<span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">print_capitalized</span><span class="p">(</span><span class="n">html</span><span class="p">,</span> <span class="n">host</span><span class="p">):</span>
<span class="nb">print</span><span class="p">(</span><span class="n">html</span><span class="o">.</span><span class="n">upper</span><span class="p">()[:</span><span class="mi">20</span><span class="p">],</span> <span class="n">host</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">print_elapsed_time</span><span class="p">(</span><span class="n">result</span><span class="p">):</span>
<span class="nb">print</span><span class="p">(</span><span class="s">"Elapsed time: {}"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">))</span>
<span class="k">def</span> <span class="nf">main</span><span class="p">(</span><span class="n">react</span><span class="p">,</span> <span class="n">hosts</span><span class="p">):</span>
<span class="n">dlist</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
<span class="k">for</span> <span class="n">host</span> <span class="ow">in</span> <span class="n">hosts</span><span class="p">:</span>
<span class="n">d</span> <span class="o">=</span> <span class="n">getPage</span><span class="p">(</span><span class="n">host</span><span class="p">)</span>
<span class="n">d</span><span class="o">.</span><span class="n">addCallback</span><span class="p">(</span><span class="n">print_capitalized</span><span class="p">,</span> <span class="n">host</span><span class="p">)</span>
<span class="n">dlist</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">d</span><span class="p">)</span>
<span class="k">return</span> <span class="n">defer</span><span class="o">.</span><span class="n">gatherResults</span><span class="p">(</span><span class="n">dlist</span><span class="p">)</span><span class="o">.</span><span class="n">addCallback</span><span class="p">(</span><span class="n">print_elapsed_time</span><span class="p">)</span>
<span class="n">task</span><span class="o">.</span><span class="n">react</span><span class="p">(</span><span class="n">main</span><span class="p">,</span> <span class="p">(</span><span class="n">hosts</span><span class="p">,))</span>
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<pre>b'\n<!DOCTYPE HTML PUBL' http://www.numpy.org
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<h1 id="Some-thoughts-about-callbacks">Some thoughts about callbacks<a class="anchor-link" href="#Some-thoughts-about-callbacks">¶</a></h1><blockquote><p>It requires super human discipline to write readable code in callbacks and if you don't believe me look at any piece of JavaScript code - <strong>Guido van Rossum</strong></p>
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<h2 id="Asynchronous">Asynchronous<a class="anchor-link" href="#Asynchronous">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="kn">import</span> <span class="nn">asyncio</span>
<span class="kn">import</span> <span class="nn">aiohttp</span>
<span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span>
<span class="nd">@asyncio</span><span class="o">.</span><span class="n">coroutine</span>
<span class="k">def</span> <span class="nf">print_page</span><span class="p">(</span><span class="n">host</span><span class="p">):</span>
<span class="n">response</span> <span class="o">=</span> <span class="k">yield from</span> <span class="n">aiohttp</span><span class="o">.</span><span class="n">request</span><span class="p">(</span><span class="s">'GET'</span><span class="p">,</span> <span class="n">host</span><span class="p">)</span>
<span class="n">html</span> <span class="o">=</span> <span class="k">yield from</span> <span class="n">response</span><span class="o">.</span><span class="n">read</span><span class="p">()</span>
<span class="nb">print</span><span class="p">(</span><span class="n">html</span><span class="o">.</span><span class="n">upper</span><span class="p">()[:</span><span class="mi">20</span><span class="p">],</span> <span class="n">host</span><span class="p">)</span>
<span class="n">tasks</span> <span class="o">=</span> <span class="nb">list</span><span class="p">()</span>
<span class="k">for</span> <span class="n">host</span> <span class="ow">in</span> <span class="n">hosts</span><span class="p">:</span>
<span class="n">tasks</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">print_page</span><span class="p">(</span><span class="n">host</span><span class="p">))</span>
<span class="n">loop</span> <span class="o">=</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">get_event_loop</span><span class="p">()</span>
<span class="n">loop</span><span class="o">.</span><span class="n">run_until_complete</span><span class="p">(</span><span class="n">asyncio</span><span class="o">.</span><span class="n">wait</span><span class="p">(</span><span class="n">tasks</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="s">"Elapsed time: {}"</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span><span class="p">))</span>
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<pre>b'\n<!DOCTYPE HTML PUBL' http://www.numpy.org
b'<!DOCTYPE HTML>\n\n<HT' http://www.scipy.org
b'<HTML>\n<HEAD>\n <TIT' http://www.scikit-learn.org
b'<!DOCTYPE HTML PUBLI' http://pandas.pydata.org
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<h1 id="What-should-our-MedBot-do?">What should our MedBot do?<a class="anchor-link" href="#What-should-our-MedBot-do?">¶</a></h1><p><img src="gfx/bot.png" alt="bot"></p>
<ul>
<li>notify a friend at 8pm about taking his long-acting insulin using Google Talk/Hangouts</li>
<li>wait 20min for a reply then ask again, repeat this twice</li>
<li>when message is retrieved check for "yes" and praise him, do nothing if no "yes"</li>
<li>after having asked three times in total, i.e. 60min later, send give up message</li>
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<h1 id="State-machine">State machine<a class="anchor-link" href="#State-machine">¶</a></h1><p><img src="gfx/state_machine.png" alt="state_machine"></p>
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<h1 id="XMPP">XMPP<a class="anchor-link" href="#XMPP">¶</a></h1><ul>
<li>Extensible Messaging and Presence Protocol based on XML</li>
<li>developed by the Jabber open-source community in 1999 for near real-time instant messaging</li>
<li>GTalk is based on XMPP but Hangout switched to a proprietary protocol</li>
<li>Facebook provided an XMPP API until May, 2015</li>
<li>AIM limited XMPP support</li>
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<h1 id="SleekXMPP">SleekXMPP<a class="anchor-link" href="#SleekXMPP">¶</a></h1><ul>
<li>MIT licensed XMPP library</li>
<li>Python 2.6/3.1+</li>
<li>Featured in the O'Reilly book <a href="http://shop.oreilly.com/product/9780596521271.do">XMPP: The Definitive Guide</a> by Kevin Smith, Remko Tronçon, and Peter Saint-Andre</li>
<li><strong>Design goals:</strong> low number of dependencies, every XEP as a plugin and rewarding to work with</li>
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<h1 id="Google-Hangouts-protocol">Google Hangouts protocol<a class="anchor-link" href="#Google-Hangouts-protocol">¶</a></h1><ul>
<li>replaces Google Talk, Google+ Messenger and the Google+ video chat system</li>
<li>proprietary protocol, cannot be integrated with multi-chat clients like Pidgin or Adium</li>
<li>Some more features like photo messages and share location</li>
<li>Python library: <a href="https://github.com/tdryer/hangups">hangups</a></li>
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<h1 id="Hangups">Hangups<a class="anchor-link" href="#Hangups">¶</a></h1><ul>
<li>by Tom Dryer, MIT licensed</li>
<li>reverse-engineered the Hangouts protocol</li>
<li>provides a basic command-line chatting client</li>
<li>supports OAuth2 authentication as "iOS device"</li>
<li>quite active, already some bots use it</li>
<li><a href="https://github.com/tdryer/hangups">https://github.com/tdryer/hangups</a></li>
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<h1 id="Implementation">Implementation<a class="anchor-link" href="#Implementation">¶</a></h1><ul>
<li>The implementation uses the concepts of event-driven/asynchronous programming introduced above.</li>
<li>Checkout <a href="https://github.com/blue-yonder/medbot/">https://github.com/blue-yonder/medbot/</a>.<ul>
<li><strong>src/medbot_xmpp.py</strong> for an implementation using XMPP</li>
<li><strong>src/medbot_asyncio.py</strong> for an implementation using ASYNCIO</li>
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<h2 id="Setting-up-the-event-loop">Setting up the event loop<a class="anchor-link" href="#Setting-up-the-event-loop">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="k">def</span> <span class="nf">run</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">on_connect</span><span class="o">.</span><span class="n">add_observer</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_on_connect</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">on_disconnect</span><span class="o">.</span><span class="n">add_observer</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_on_disconnect</span><span class="p">)</span>
<span class="n">loop</span> <span class="o">=</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">get_event_loop</span><span class="p">()</span>
<span class="c"># Set alarm</span>
<span class="n">wait_time</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_secs_to_next_alarm</span><span class="p">()</span>
<span class="n">loop</span><span class="o">.</span><span class="n">call_later</span><span class="p">(</span><span class="n">wait_time</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">set_alarm</span><span class="p">)</span>
<span class="n">loop</span><span class="o">.</span><span class="n">run_until_complete</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_client</span><span class="o">.</span><span class="n">connect</span><span class="p">())</span>
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<h2 id="Sending-the-alarm">Sending the alarm<a class="anchor-link" href="#Sending-the-alarm">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="nd">@asyncio</span><span class="o">.</span><span class="n">coroutine</span>
<span class="k">def</span> <span class="nf">send_alarm</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="n">_logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s">'Sending reminder...'</span><span class="p">)</span>
<span class="n">msg</span> <span class="o">=</span> <span class="s">'Hey buddy, did you take your insulin?'</span>
<span class="n">conv</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_conv_with_recipient</span><span class="p">()</span>
<span class="k">yield from</span> <span class="bp">self</span><span class="o">.</span><span class="n">_send_message</span><span class="p">(</span><span class="n">conv</span><span class="p">,</span> <span class="n">msg</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_asked</span> <span class="o">=</span> <span class="k">True</span>
<span class="n">repeat_timeout</span> <span class="o">=</span> <span class="mi">60</span><span class="o">*</span><span class="mi">20</span>
<span class="k">yield from</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="n">repeat_timeout</span><span class="p">)</span>
<span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">2</span><span class="p">):</span>
<span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_asked</span><span class="p">:</span> <span class="k">break</span>
<span class="k">yield from</span> <span class="bp">self</span><span class="o">.</span><span class="n">_send_message</span><span class="p">(</span><span class="n">conv</span><span class="p">,</span> <span class="s">'How about now?'</span><span class="p">)</span>
<span class="k">yield from</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="n">repeat_timeout</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_asked</span><span class="p">:</span>
<span class="k">yield from</span> <span class="bp">self</span><span class="o">.</span><span class="n">_send_message</span><span class="p">(</span><span class="n">conv</span><span class="p">,</span> <span class="s">"I'm giving up!"</span><span class="p">)</span>
<span class="n">wait_time</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_get_secs_to_next_alarm</span><span class="p">()</span>
<span class="n">loop</span> <span class="o">=</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">get_event_loop</span><span class="p">()</span>
<span class="n">loop</span><span class="o">.</span><span class="n">call_later</span><span class="p">(</span><span class="n">wait_time</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">set_alarm</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_asked</span> <span class="o">=</span> <span class="k">False</span>
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<h2 id="Handling-a-message">Handling a message<a class="anchor-link" href="#Handling-a-message">¶</a></h2>
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<div class=" highlight hl-ipython3"><pre><span class="nd">@asyncio</span><span class="o">.</span><span class="n">coroutine</span>
<span class="k">def</span> <span class="nf">_on_event</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">conv_event</span><span class="p">):</span>
<span class="n">_logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s">"Message received..."</span><span class="p">)</span>
<span class="n">conv</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_conv_list</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">conv_event</span><span class="o">.</span><span class="n">conversation_id</span><span class="p">)</span>
<span class="n">user</span> <span class="o">=</span> <span class="n">conv</span><span class="o">.</span><span class="n">get_user</span><span class="p">(</span><span class="n">conv_event</span><span class="o">.</span><span class="n">user_id</span><span class="p">)</span>
<span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">conv_event</span><span class="p">,</span> <span class="n">hangups</span><span class="o">.</span><span class="n">ChatMessageEvent</span><span class="p">):</span>
<span class="n">text</span> <span class="o">=</span> <span class="n">conv_event</span><span class="o">.</span><span class="n">text</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
<span class="k">else</span><span class="p">:</span>
<span class="n">text</span> <span class="o">=</span> <span class="s">''</span>
<span class="n">from_recipient</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_recipient_id</span> <span class="o">==</span> <span class="n">user</span><span class="o">.</span><span class="n">id_</span>
<span class="n">is_positive</span> <span class="o">=</span> <span class="n">text</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s">'yes'</span><span class="p">)</span>
<span class="k">if</span> <span class="n">from_recipient</span> <span class="ow">and</span> <span class="n">is_positive</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_asked</span><span class="p">:</span>
<span class="n">_logger</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s">"Positive reply received"</span><span class="p">)</span>
<span class="bp">self</span><span class="o">.</span><span class="n">_asked</span> <span class="o">=</span> <span class="k">False</span>
<span class="k">yield from</span> <span class="bp">self</span><span class="o">.</span><span class="n">_send_message</span><span class="p">(</span><span class="n">conv</span><span class="p">,</span> <span class="s">"That's great!"</span><span class="p">)</span>
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<h1 id="OAuth2">OAuth2<a class="anchor-link" href="#OAuth2">¶</a></h1><ul>
<li>open standard for authorization</li>
<li>allows resource owners to authorize third-party access to their resources <em>without sharing their credentials</em></li>
<li>clients use access-tokens to access the protected resources on a server</li>
<li><a href="https://developers.google.com/identity/protocols/OAuth2">https://developers.google.com/identity/protocols/OAuth2</a></li>
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<p><img src="gfx/webflow.png" alt="webflow by Google, CC 3.0">
<a href="https://developers.google.com/identity/protocols/OAuth2InstalledApp">https://developers.google.com/identity/protocols/OAuth2InstalledApp</a></p>
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<p><img src="gfx/authentication.png" alt="Authentication"></p>
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<h1 id="MedBot-in-action">MedBot in action<a class="anchor-link" href="#MedBot-in-action">¶</a></h1><p><img src="gfx/chat_screen.png" alt="screenshot"></p>
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<h1 id="Credits">Credits<a class="anchor-link" href="#Credits">¶</a></h1><ul>
<li>Thanks to Tom Dryer for some explanations about hangups.</li>
<li>OAuth2 webflow diagram was created and <a href="https://developers.google.com/readme/policies/">shared by Google</a> and used according to terms described in the <a href="http://creativecommons.org/licenses/by/3.0/">Creative Commons 3.0 Attribution License</a>. The image was scaled and white changed to alpha.</li>
<li>Bot was taken from <a href="https://pixabay.com/en/android-robotics-machine-robot-150996/">pixabay</a>, <a href="https://pixabay.com/en/service/terms/#download_terms">Creative Commons CC0</a></li>
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<h1 id="Thanks-for-your-attention">Thanks for your attention<a class="anchor-link" href="#Thanks-for-your-attention">¶</a></h1><p><img src="gfx/bot_waves.png" alt="bot"></p>
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<p><img src="gfx/by_advertisement.png" alt="advertisement"></p>
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<script>
// Full list of configuration options available here: https://github.com/hakimel/reveal.js#configuration
Reveal.initialize({
controls: true,
progress: true,
history: true,
theme: Reveal.getQueryHash().theme, // available themes are in /css/theme
transition: Reveal.getQueryHash().transition || 'linear', // default/cube/page/concave/zoom/linear/none
// Optional libraries used to extend on reveal.js
dependencies: [
{ src: "https://cdn.jsdelivr.net/reveal.js/2.6.2/lib/js/classList.js", condition: function() { return !document.body.classList; } },
{ src: "https://cdn.jsdelivr.net/reveal.js/2.6.2/plugin/notes/notes.js", async: true, condition: function() { return !!document.body.classList; } }
]
});
</script>
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<script src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_HTML"></script>
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<script type="text/x-mathjax-config">
MathJax.Hub.Config({
tex2jax: {
inlineMath: [ ['$','$'], ["\\(","\\)"] ],
displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
processEscapes: true,
processEnvironments: true
},
// Center justify equations in code and markdown cells. Elsewhere
// we use CSS to left justify single line equations in code cells.
displayAlign: 'center',
"HTML-CSS": {