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<h1 id="--git-pull-upstream-master--"><center> <span style="color:red"> git pull upstream master </span> </center><a class="anchor-link" href="#--git-pull-upstream-master--">&#182;</a></h1>
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</section><section>
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<h1><center> Answer questions from <br> the previous session</center></h1>
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<h1 id="-Creating-new-types-"><center> Creating new types </center><a class="anchor-link" href="#-Creating-new-types-">&#182;</a></h1><h2 id="-We-need-more-evolved-contents-!-"><center> We need more evolved contents ! </center><a class="anchor-link" href="#-We-need-more-evolved-contents-!-">&#182;</a></h2>
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</section><section>
<div class="slide" style="float: left"><div class="full" style="width: 100%; float: left">
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<h2 id="We-can-do-python-dictionary">We can do python dictionary<a class="anchor-link" href="#We-can-do-python-dictionary">&#182;</a></h2><div class="highlight"><pre><span></span><span class="n">planet</span> <span class="o">=</span> <span class="p">{</span>
<span class="s1">&#39;mass&#39;</span><span class="p">:</span> <span class="mf">2.3</span><span class="p">,</span>
<span class="s1">&#39;name&#39;</span><span class="p">:</span> <span class="n">mars</span>
<span class="p">}</span>
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</section><section>
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<h2 id="-Is-it-enough-?-"><center> Is it enough ? </center><a class="anchor-link" href="#-Is-it-enough-?-">&#182;</a></h2>
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<h2 id="-Clearly-not-"><center> Clearly not </center><a class="anchor-link" href="#-Clearly-not-">&#182;</a></h2>
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</section><section>
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<h1 id="-Object-oriented-programming-"><center> Object oriented programming </center><a class="anchor-link" href="#-Object-oriented-programming-">&#182;</a></h1>
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<ul>
<li>Programs are collections of individual units: the objects</li>
<li>Objects have distinct types and (hence) purposes</li>
<li>Functionalities of disctinct types have limited (or no) implementation dependencies</li>
<li>An object gathers data (<strong>state</strong>) and functions (<strong>behavior</strong>)</li>
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<center><img width="65%" src="./figures/objects.png"></center><p><a href="http://en.wikipedia.org/wiki/Object-oriented_programming">wikipedia: Object oriented (OO) programming</a></p>
<p><a href="http://en.wikipedia.org/wiki/Object-oriented_programming#Fundamental_features_and_concepts">wikipedia: OO Fundamental concepts</a></p>
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</section><section>
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<h2 id="Classes-and-Objects"><a href="https://en.wikipedia.org/wiki/Class_%28computer_programming%29">Classes</a> and <a href="https://en.wikipedia.org/wiki/Object_%28computer_science%29">Objects</a><a class="anchor-link" href="#Classes-and-Objects">&#182;</a></h2><ul>
<li>A <strong>Class</strong> is a type definition, constructed as the blue print used to create objects</li>
</ul>
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<ul>
<li><p>A <strong>Class</strong> defines</p>
<ul>
<li><a href="https://en.wikipedia.org/wiki/Member_variable">Members</a> : variables describing object states. Also called data members, characteristics, attributes, or properties.</li>
<li><a href="https://en.wikipedia.org/wiki/Method_%28computer_programming%29">Methods</a> : the actions associated with a particular object.</li>
<li><strong>Constructors</strong> : particular methods setting the initial state</li>
<li><strong>Destructors</strong> : particular methods destroying the object and freeing memory</li>
</ul>
</li>
</ul>
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<li>An <strong>Object</strong> is an <a href="https://en.wikipedia.org/wiki/Instance_%28computer_science%29">instance</a> (allocated in memory) constructed from a <strong>Class</strong> description</li>
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</section><section>
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<h2 id="Cat-example">Cat example<a class="anchor-link" href="#Cat-example">&#182;</a></h2>
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" width="100%"/>
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<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Cat</span><span class="p">:</span>
<span class="c1"># the constructor</span>
<span class="k">def</span> <span class="fm">__init__</span> <span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
<span class="c1"># the member name</span>
<span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span>
<span class="c1">#A given method</span>
<span class="k">def</span> <span class="nf">scream</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">print</span><span class="p">(</span><span class="s1">&#39;MIAOU&#39;</span><span class="p">)</span>
<span class="c1"># one accessor</span>
<span class="k">def</span> <span class="nf">getName</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">name</span>
</pre></div>
</div>
</div><div class="fragment" style="width: 100%;float: left"><div class="full" style="width: 100%; float: left">
<div class="text_cell_render border-box-sizing rendered_html">
<p><strong><span style="color:red">self</span></strong> stands for the <strong>current object</strong> or <strong>instance</strong></p>
</div>
</div></div></div>
</section><section>
<div class="slide" style="float: left"><div class="full" style="width: 100%; float: left">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Object-instance">Object instance<a class="anchor-link" href="#Object-instance">&#182;</a></h2>
</div>
</div><div class="split" style="width: 45%;padding: 2.5%; float: left">
<div class="text_cell_render border-box-sizing rendered_html">
<div class="highlight"><pre><span></span><span class="c1"># instanciates(creates) </span>
<span class="c1"># a Cat </span>
<span class="n">kitty</span> <span class="o">=</span> <span class="n">Cat</span><span class="p">(</span><span class="s1">&#39;kitty&#39;</span><span class="p">)</span>
<span class="k">print</span><span class="p">(</span><span class="n">kitty</span><span class="p">)</span>
<span class="k">print</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">kitty</span><span class="p">))</span>
<span class="c1"># call of method</span>
<span class="n">kitty</span><span class="o">.</span><span class="n">scream</span><span class="p">()</span>
<span class="c1"># force deletion</span>
<span class="k">del</span> <span class="n">kitty</span>
</pre></div>
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<div class="cell border-box-sizing code_cell rendered">
<div class="output_area">
<div class="output_subarea output_stream output_stdout output_text">
<pre>kitty:I am born
&lt;__main__.Cat object at 0x7fdc353d4160&gt;
&lt;class &#39;__main__.Cat&#39;&gt;
kitty:MIAOU
</pre>
</div>
</div>
</div>
</div></div>
</section><section>
<div class="slide" style="float: left"><div class="full" style="width: 100%; float: left">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Python-constraints-and-features"><em>Python</em> constraints and features<a class="anchor-link" href="#Python-constraints-and-features">&#182;</a></h2><ul>
<li>Methods have unique names</li>
<li>named parameters are accepted</li>
</ul>
<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Cat</span><span class="p">:</span>
<span class="k">def</span> <span class="nf">scream</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">scream</span><span class="o">=</span><span class="s1">&#39;MIAOU&#39;</span><span class="p">):</span>
<span class="k">print</span><span class="p">(</span><span class="n">scream</span><span class="p">)</span>
</pre></div>
<ul>
<li>Constructor with arguments (if construction needs arguments)</li>
</ul>
<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Cat</span><span class="p">:</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s1">&#39;kitty&#39;</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span>
</pre></div>
<ul>
<li><strong>destructor</strong> have no other argument than <strong>self</strong></li>
</ul>
<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Cat</span><span class="p">:</span>
<span class="k">def</span> <span class="fm">__del__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">print</span><span class="p">(</span><span class="s1">&#39;I am dying&#39;</span><span class="p">)</span>
</pre></div>
</div>
</div></div>
</section><section>
<div class="slide" style="float: left"><div class="full" style="width: 100%; float: left">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Inheritance"><a href="http://en.wikipedia.org/wiki/Inheritance_%28object-oriented_programming%29">Inheritance</a><a class="anchor-link" href="#Inheritance">&#182;</a></h2><ul>
<li>When a Class is based on another Class</li>
<li>Re-use/Factor implementation/code</li>
</ul>
<center><img width="60%" src="./figures/inheritance.png"></center>
</div>
</div></div>
</section><section>
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<div class="cell border-box-sizing code_cell rendered">
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" width="30%"/>
</div>
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</div></div><div class="fragment" style="width: 100%;float: left"><div class="full" style="width: 100%; float: left">
<div class="text_cell_render border-box-sizing rendered_html">
<ul>
<li><strong>getName</strong> is an accessor (why is it necessary ?) appearing twice</li>
<li>Cat's <strong>scream</strong> is different from Dog's <strong>scream</strong></li>
</ul>
</div>
</div></div></div>
</section><section>
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<div class="cell border-box-sizing code_cell rendered">
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LVIly4dyjxeWprG6NE94+ij967Q665duzEGDXosunUbnX7xxVe5vkwAAIBKpxQBAADUKJMmzU47dhycTpnyboXOq1MnL/r2PTUmTrwy+eSTpZn5zp3b2zoDgO2mPFtofPDB4vjDH/omN9xwVtStW6dCr//yy3OjY8fB6bhxMywZAQAA1ChKEQAAQI1QWLg+rrrq4fSKK8bEypVrK3Ru27a7xDPPXJPccMNZSUFBfkyZMqfM/I47Noojjtgz15cMQC1y5JF7xk47NSozM2XKnMjPz4u+fU9Nnn/+2qRDh90q9DcKC9fHwIET4oorxqQVfZYCAABUVUoRAABAtffyy3PTjh0Hp3/4w5sVOi9Jkrj88hNj8uT+yUEHfSsiIpYvXxOzZs0v87zOndtHfr5/TgGw/eTn58Vppx1YZuattz6LpUtXR0REu3a7xjPPXJP079+lws+sSZNmx99XXbJqBAAAUO35FA8AAKi21q/fFDfeODHt1m10VHQf9N133yn+8Ie+ye23n5f86xLjU6e+m5aWlv0dUKdO7XN96QDUQlnPn9LSNF588b1/PsQKCvKjf//TkyeeuCrZa68WFfpby5atju997zdx1VUPp2vWbMz1pQMAAGwxpQgAAKBamjnzszjttLvT3/zmlUjTiv2Q9YILjowXXxyYHHvsPl87lrV1Rt26deLEE9tm7usOAJWtY8d2Sb16dcrMfNNz7Igj9ogXXhiQXH75iZEkFXuE/eEPb8app96VzpjxSa4vHwAAYIsoRQAAANVKUVFJDB36fHruuQ+k8+Ytq9C5LVo0iTFjfhj3339p0qhRva8d37ChKP70pw/LfI0TTtgvGjeuFwCwvTVqVC+OP36/MjMvvzw31q/f9LX/Xr9+Qdx++3nJ+PFXxK67NqvQ31248Mu44ILh6Y03Tkw3bSrO9W0AAACoEKUIAACg2vjgg8XRteu96dChk6OkpLRC55599qHx0kuDkk6d2m/2J7J/+tOH6bp1m8p8nU6dOuT6NgBQi2VtobF+/ab4858/2uwSSied1DaZPn1Q0r37sRX6u2maxm9+80p06TI0feedv+X6NgAAAJSbUgQAAFDllZSUxvDhL6RdugxN58z5vELnNm3aIO6//9IYPbpnsuOOjcrMTp78bpnHkySJTp0OtHUGADlz+ukdkqwtMLK2gmratH7cdddFyejRPWOnncp+Nv6nuXO/iDPPvDe9446n06KiklzfDgAAgExKEQAAQJU2f/6KuOCC4ekddzwdFf3ypWPHdvHSS4OSCy44MrPIUFqaxrRpZX+JdPDB36rwkuMAUJlatdohDjroW2Vmpkx5N0pL08zXOvvsQ5Pp0wclnTtXbBWk4uLSGD78hTj33PvTTz5ZmutbAgAAUCalCAAAoEpK0zTGjZuRnnbakPQvf/m0Quc2aFA3brvtvHj44R8lu+yyQ7nOmTVrQSxdurrMTNaS5QCwPWQ9j5YtWx2zZy8o12u1aNEkHnzw8uQXv+gWjRvXq9Acs2YtiE6d7k6HD38hLU8JAwAAIBeUIgAAgCpn6dLV0bPnr9OBAyfE2rUbK3TuEUfsGdOmXZf88IcnZi4v/q+mTn0389ucLl062DoDgJwrz/No6tQ5FWopXHjhUckLLwxMjjtu3wrNsmFDUdxxx9NxySWj0kWLVuX61gAAAHyNUgQAAFClTJo0O+3Y8c502rT3KnReQUF+9O/fJZ544spkr71aVPjvZu2/vttuO8aBB7bO9e0BgOjQYbfYffedysxMmfJuhV939913isce65Pcdtt5UbdunQqd+6c/fRinnDI4HTduhiUjAACAKkUpAgAAqBJWrFgTP/zh79IrrhgTq1atq9C5Bxywazz77DVJ//6nJ/n5Ff9nzsKFX8YHHywuM9O5c4eoyMoTALAtnXbagWUef//9xbFgwYoKv26SJPHDH56YTJnSPzn44N0rdG5h4YYYOHBCXHbZL9MlSwpzfYsAAAAiQikCAACoAqZP/yA97bS702ef/WuFzqtTJy/69j01nn++f9K+/W5b/Peff/6dcmyd0b48LwUA20Xnzh0yM1OmVGwLjX+1//67xNNPX53ccMNZUVCQX6FzX3jh/ejUaUhanucrAADAtqYUAQAA5Mzq1Rti4MAJ6aWXjo4lS76q0Ll77NE8Hnusb3LDDWclFf2y5j9NnVr21hlNmtSPY4/d1zIRAFQZxx23b9K0aYMyM1lbQ2X5e/kweeKJq5J99mlZoXOXL18TP/jBb+OKK8akX31VsRWgAAAAKpNSBAAAkBNvvjkvunQZmo4bN6NC5yVJEt27HxsvvDAwOfrovbd6jsLCDfGXv3xaZubkkw+o8K9kAWBbKijIj44d25aZ+ctfPonKKCQcdlibmDr1uqRv31MjL69iHcFJk2ZHp053p6+++nFO7xcAAFB7KUUAAADb1caNxXHHHU+n5577QPrZZ8srdG6rVk1jzJgfxl13XZQ0bFi3UuZ54YX30qKikjIznTvbOgOAqqdTp7KfT0VFJTF9+geVsoVF/foFccMNZyWPPNIrWrduVqFz//a3lXHRRSPSgQMnpOvWbcrZ/QIAAGonpQgAAGC7ef/9RdG1673p8OEvRGlpxb6jOfvsQ2P69EHJaacdWKnbWEyZ8m6Zx/Pz8+Lkk9vZOgOAKufUUw9M6tQp++O9rd1C4z+dcML+yfTpg5Lu3Y+t0Hlpmsa4cTPijDPuSd9+e+F2v1cAAEDtpRQBAABsc8XFpTF8+Avp6affk77//qIKndu8eeP49a+/H6NH90yaNWtYqXP9/Re0ZWaOOWbv2HHHRtv9ngFAlmbNGsZ//VfZW0m9+OJ7kbUiUkU1aVI/7rrromTs2P+JVq2aVujcjz5aEmeffV96xx1PZ67UBAAAUBmUIgAAgG3qX778qPCXMqecckBMm3Zd0rXrwdtkpYbXX/8kLSxcX2amU6cO2+9mAUAFZW2hUVi4If7yl08qZQuN/3TqqQcmU6cOSE4//aAKnff3smRsSVkSAACgopQiAACAbeLvy2SnW7JM9t9/gRrjxv0oadVqh202Y3mWFO/UqXK36wCAytSlS4fM51Rlb6Hxr3beuXH89rc/SEaP7hk77FCxFZ3+ZVuttKLbagEAAJSXUgQAAFDp/va3lXHRRSPSgQMnxLp1myp07lFH7RWTJ/dPunc/dpuXEaZOLftLorZtd4m99mqxrccAgC225547x/7771Jm5vnn39nmc5x99qHJtGnXJf/93/tV6LyNG4vjjjuejnPPfSD97LPl23xOAACg9lGKAAAAKtWkSbPTTp3uTl999eMKnVevXp244YazYuLEK5M999x5m8/53nuLYsGCFWVmOne2dQYAVV/nzmVvofG3v62M7bFNxW677Ri//33v5K67LoqGDetW6Nw335wXXboMTceNm2HJCAAAoFIpRQAAAJVi+fI18YMf/Da94oox8dVX6yp07qGHtompUwckffuemuTlbZ/dKiZPfjfzS5fOndvbOgOAKq88z6vyPPcqQ5Ik0b37scm0aQOSo47aq0Lnrl69IQYOnBCXXjo6XbLkq+0xLgAAUAsoRQAAAFvtmWfeTjt2vDOt6PLcderkRd++p8aTT16V7Ltvy+06c9bWGTvv3DgOO2yP7ToTAGyJww/fM1q2bFJmJuu5V9n23HPn+OMf+yU33HBWFBTkV+jc6dM/iJNOGpw+/vhMq0YAAABbTSkCAADYYoWFG2LgwAnp//zPg/Hll2srdO5++7WKSZOuTm644aykol+WbK0lS76Kt99eWGamU6cOsb1WrQCArZGXl8QppxxYZmb27IXxxRfbd/WFv5cfk+efvzY58MDWFTq3sHB99Os3Lq64Yky6alXFVqACAAD4V0oRAADAFvnTnz5MTzllcDpu3IwKnff3ZbXj+eevTQ45ZPeczD5lypw0Tcv+8WmXLu3L+WoAkHtdunQo83iapjFt2ns5WXnhgANaxzPPXJP07Xtq5OdX7OPISZNmR8eOd6a5mh0AAKj+lCIAAIAK2bChKO644+n0kktGxaJFqyp07re+tWNMmNAnueuui5IGDerm7BqylhCvX78gTjhhf8tEAFBtnHRS28xn6/beQuNf1atXJ2644axk4sR+yZ577lyhc5cuXR09e/46Bg6ckK5duzFn1wAAAFRPShEAAEC5vfXW/OjU6e50+PAXorS0Yj/YPPvsQ2Pq1OuS44/fN6fXsH79pnj11Y/LzJx4YtvIZWkDACqqfv2C+O//3q/MzJ/+9GGsW7cpp3MeeeReMWXKdUn37sdGkpS/f5imaYwbNyNOPXVI+pe/fJrTawAAAKoXpQgAACBTcXFpDB/+QnreeQ+kn3yytELn7rxz4/jd7y6P0aN7Jjvs0DDXlxIvvTQ3Xb++7C+EOne2dQYA1U/W82vDhqJ45ZW5Od+GonHjenHXXRcl48b9KFq12qFC5y5YsCIuuGB4escdT6ebNhXn+lIAAIBqQCkCAAAo09y5X8SZZ96b3nHH01FUVFKhc88885B46aXrky5dOlSZrSimTHm3zON5eUmcdlr7KjMvAJRX584dkry8sh9hU6bkbguN/3Tyye2Sl18elJx//hEVOq+kpDSGD38hTj/9nvTddz/P9WUAAABVnFIEAADwjdI0jV//+pW0S5eh6Tvv/K1C5zZtWj/uuuui+NWvvpfstFOjXF/KP5WWpvHii++XmTnssDbRsmWTXI8KABXWokWTOPTQNmVmpk2bEyUlpbke9Z+aNm0Qw4Z1T0aP7hnNmlVsRakPPlgcZ555bzp06PNpVbomAACgalGKAAAAvmbhwi/jgguGpzfdNDEqujT1CSfsHy++OCjp3v3YKrfawsyZn8WyZavLzHTq1CHXYwLAFuvUqewtNJYvXxOzZs3P9Zhfc/bZhyYvvXR9kjX/fyoqKomhQyfHuefen86btyzXlwEAAFRBShEAAMC/eeyxN9JTTrkrnTHjkwqdV79+Qdxww1nxyCO9ktatm+X6Mr7RlClzMvdR79zZ1hkAVF+dO2dvWVWe52EutGzZJB588PLkrrsuikaN6lXo3Jkz58eppw5Jf/3rV9I0rZKXBwAA5IhSBAAAEBERy5atjp49f53++MfjY+3ajRU69/DD94ipU69L+vY9NXMv81yaMuXdMo/vvvtO0a7drrkeEwC22AEH7Bpt2jQvMzNlypxcj7lZSZJE9+7HJi+8MCA55ph9KnTuhg1FcdNNE6Nbt9Hp4sWrcn0pAABAFaEUAQAAxJNPzkpPOunOdOrUin1JUlCQHz/5yZnx5JNXJfvs0zLXl1Gmzz5bHh99tKTMTJcuts4AoPrr3LnsLSg+/PCL+Oyz5bkes0xt2jSPxx7rk/zkJ2dGQUF+hc59+eW5ceqpQ9Inn5xlyQgAAEApAgAAarPCwvVx1VUPp717PxSrVq2r0Llt2+4STz99dXLllacl+flV/58Wzz33Tjm2zlCKAKD6yypFREQ8//y7Vb4wkJ+fF1deeVoyeXL/pEOH3Sp07qpV66J374fiiivGpCtXrs31pQAAADlU9T+5BAAAtomXX56bduw4OP3DH96s0Hl5eUlcfvmJMXly/+Sgg76V68sot6xVMJo2rR9HH7131d37AwDK6eij90l22KFhmZmpU98t56vlXrt2u8Yzz1yT9O/fJSpaxJw0aXZ07Dg4nTKl6pdAAACAbUMpAgAAaqEPP/wifvjD38UXX3xVofOSJInf/e7yuP3285K6devk+jLKbdWqdfHmm/PKzJxyyoEVXp4bAKqigoL8OPnkdmVm3nhjXoVXicr1NfXvf3ry29/+IJKkYh3GZctWR9++4+LDD7/I9WUAAAA5oBQBAAC10P777xJbshR1mqZx/fV/iNdf/yTXl1AhU6fOSYuLS8vMnH66rTMAqDm6dCn7uVZcXBrTpr1XrVZPmDlzftx448RI04qN3bbtLjFp0o+T/fffJdeXAAAA5IBSBAAA1FJ7790inn766uTyy0+s0C8uFy9eFRdeOCIdOvT5tKSktNzn5VLW1hkFBfnRsWM7W2cAUGOcfPIBSdYKSFnPx6qitDSNX//6lfT88x9IFyxYUaFzL7jgyHjuuWuTdu12zfVlAAAAOaIUAQAAtVjdunXi9tvPS3772x/Ejjs2Kvd5JSWlMXTo5LjoohFpRbfg2N42bSqOl176oMzM0UfvE02bNsj1qABQaZo2rR9HH71PmZnp09+PTZuKcz1qmb744qu48MLh6U03TYyiopJyn7fjjo3id7+7PO6//9Kkfv2CXF8GAACQQ0oRAABAdOnSIZk27brkmGP2qdB5M2Z8EqedNiSdOnVOlV1++9VXP07XrNlYZsbWGQDURF26tC/z+Jo1G+O11z6uss/wV16Zm3bpMjSdMaNi23Ydfvge8dxz1yRdunSwChQAAKAUAQAA/D+77tosHnusT9K/f5fIzy//PxW+/HJtfO97v4kbb5yYVsVfm06d+m5m5rTTDvSlCQA1TpcuB2U+36riFhpFRSUxdOjzabduo2PZstXlPi9Jkrj88hNj4sQrkzZtmuf6MgAAgCpCKQIAAPin/Py86N//9GTChD7JLrvsUO7z0jSN3/zmlTj77F+k8+Yty/Vl/NtcU6aU/WXPgQe2Dl+cAFATfetbO8YBB7QuM/Pcc+9EmladxSIWLvwyzj//gXTo0MlRWlr+uVq0aBLjx18Rt99+XlJQkJ/rywAAAKoQpQgAAOBrjj12n5g2bUDSqVP7Cp33zjt/iy5dhqZ/+MObVeLblXff/TwWLVpVZqZLF1tnAFBzZT3nvvjiq5gzZ1Gux4yIiEmTZqedOt2dzpw5v0LnnXhi25g6dUBy0kltrfwEAAB8jVIEAADwjXbaqVE8+ODlyW23nRd169Yp93lr1myMq656OK666uF07dqNOb2GKVPezSxndOrU3hcoANRY5XnOTZ6c/bzcljZsKIobb5yYXnHFmCgsXF/u8woK8qN//y4xfvwVScuWTXJ5CQAAQBWmFAEAAGxWkiTxwx+emEya9ONkr71aVOjcP/zhzejSZWj67ruf52z+rK0zWrVqGoccsnvO5gOAbe3QQ3ePrC2xpk6dU85Xq3xz534RZ5xxT/qb37xSofN2332nePzxK5P+/U9P8vL0GwEAgM1TigAAADIddNC3YvLk/skFFxxZofM+/XRZnHXWfemvf/1Kur33K//ii68iq5DRuXOHSBJfpABQcyVJEqeddmCZmXfe+VssXrxqu8/22GNvpGeccU86d+4XFTrv7LMPjalTr0uOOGKP7T4zAABQ/ShFAAAA5dK4cb24//5Lk1/8ols0alSv3Odt2lQcN900Mb7//d+mK1eu3W7zPv/8u5lFjE6d2m+3eQAgV7Ked2maxpQpc7Zbe7GwcENcccWY9Mc/Hh8bNhSV+7z69QvittvOi9GjeyZNmzbYXuMCAADVnFIEAABQIRdeeFQyeXL/pEOH3Sp03pQp78Zpp92dvv76J9tlzilT3i3zeMOGdeOEE/a3TAQANd5JJ7VNsgqNWc/NyjJz5vzo3PnudNKk2RU6r23bXeLZZ69JfvjDEz27AQCAClGKAAAAKmzvvVvE009fnVx++YkV2n5i8eJVceGFI9KhQ59PS0pKt9l8a9dujNde+7jMzEkntY169epst3sGALlSt26dOOGE/cvMvPrqx7FmzcZtNkNpaRq//vUr6fnnP5AuWLCiQudecMGR8dxz1ybt2u26Xe4XAABQsyhFAAAAW6Ru3Tpx++3nJb/73Q9ixx0blfu8kpLSGDp0clx00Yj0iy++2iazvfji++mmTcVlZjp37rBd7xcA5FKXLmU/9zZtKo6XXvpgm2yhsWzZ6rj00tHpTTdNjKKiknKf17Rp/Rg9umfcf/+lSf36Bdv3hgEAADWGUgQAALBVOnfukEybdl1yzDH7VOi8GTM+idNOG5JOnVr5e5hPnTqnzON5eUmccsoBlt8GoNY47bQDk/z8sj8KzHp+bolXXpmbnnbakPTll+dW6LzDD98jpky5Ljn77EM9rwEAgK2iFAEAAGy1XXdtFo891ifp379LZH3h8q++/HJtfO97v4kbb5yYubJDeZWUlMaLL75fZubII/eKFi2a5PSeAcD21Lx54zj88D3KzEydOieKiytne6uiopIYOvT5tFu30bFs2epyn5ckSVx++YkxceKVSZs2zXN6zwAAgJpBKQIAAKgU+fl50b//6cmECX2SXXbZodznpWkav/nNK3H22b9I581bttVz/O//zosvv1xbZqZz5/a5vl0AsN1lPf9WrVoXb745b6v/zsKFX8b55z+QDh06OUpLy78gVIsWTWL8+Cvi9tvPSwoK8nN9uwAAgBpCKQIAAKhUxx67T0ybNiDZb79WFTrvnXf+Fl26DE3/8Ic3t2o7jalT3808v3PnDpbiBqDWKc/zb2u3tZo0aXbaqdPd6cyZ8yt03l57tYipUwckJ53U1jMaAACoVEoRAABApVuwYEV89tnyCp+3Zs3GuOqqh+Oqqx5O167duEV/e8qUsvdD33PPnWPffVvm+hYBwHa3336tYu+9W5SZee65d7botTdsKIobb5yYXnHFmCgsXF/h8xcuXBELF67I9S0CAABqIKUIAACgUhUWbohevR5Ki4pKtvg1/vCHN6NLl6Hpu+9+XqHzPvpoSXz6adlbcJxxxkG5vkUAkDNZW2h89tny+PjjpRV6zblzv4iuXe9Nf/ObV7Z4ruLi0ujV66F01ap1ub5FAABADaMUAQAAVKrrr38sXbBg63/p+emny+Kss+5Lf/3rV9I0Ld9K3lOmZG+d0alTe8tyA1BrdeqUvYVGeZ6n//DYY2+kZ5xxT/rBB4u3erbPP18ZAwdO2KrtOwAAAP6TUgQAAFBpHn54RvrEE29V2utt2lQcN900Mb7//d+mK1euzcxnbZ3RrFnDOPLIvXJ9mwAgZ/7rv/aKnXZqVGYm63ka8f9WhrriijHpj388PjZsKKq0+Z5++u14+OEZihEAAEClUYoAAAAqxdy5X8RNNz2RmatTJy9zP/P/NGXKu3HaaXenr7/+yWYzK1asibfeml/m63Tq1D7q1PHPIABqr/z8vDjllAPKzLz55rxYtmz1Zo+/9db86Nz57nTSpNkV+tt77NG8XM/hn/708Xj//UW5vlUAAEAN4dNAAABgq23cWBx9+45N16/flJkdNKhrvPjiwOTyy0+MJCn/ThaLF6+KCy8ckQ4d+nxaUlL6tePTpr33jf/9X3XqVPY+6gBQG2Q9D0tL03jxxfe/tlpDmqbx61+/kp533gMV3irrgguOjOnTByUDB3bNzG7cWBx9+pTvfQUAAEAWpQgAAGCr3Xjj4+l772X/ovP44/eNXr1OTurWrRO3335e8rvf/SB23LFROf7C/1NSUhpDh06Oiy4akX7xxVf/dmzy5HfLPLdu3TrRsWO78rcwAKCGOuWUA5K6deuUmZky5d+fq8uWrY5u3UanN900MYqKSsr9t5o2rR+jR/eM+++/NKlfvyD69DklOfHEtpnnzZ37Rdxyy5O20QAAALaaUgQAALBVnnnm7XTcuBmZuZ13bhzDhl2W5Of///8M6dy5QzJt2nXJMcfsU6G/OWPGJ3HaaUPSqVPnpBERmzYVx5/+9GGZ5xx//L7RuHG9XN8uAMi5Ro3qxXHH7Vtm5uWX58bGjcUREfHKK3PTTp2GpC+/PLdCf+fww/eIKVOuS84++9B/lhLz8pIYNqx70qpV08zzx459LZ544i3FCAAAYKsoRQAAAFts0aJVMWDAhMxckiRxzz2XxDd9AbLrrs3iscf6JP37d4l/LUxk+fLLtfG97/0mbrxxYjpt2nvp2rUby8x36tQh17cLAKqMrC001q3bFC+99EE6dOjzabduo2Pp0tXlfu0kSeLyy0+MiROvTNq0af614zvv3Djuu69b5OVlL+B0/fV/iIpu1QEAAPCvkjRVtgYAACquuLg0zj9/WPrmm/Mys337nho33HBW5jcfr732cfTrN+5rW2NkKSjIL3Mp7yRJ4o03bkpat26W69sGAFXCokWr4qijbkvL+mww6/n6TXbZZYcYNqx7krUSRUTEz342KR0x4sXM3KGHtoknn7wqKSjIz/VtAwAAqiErRQAAAFtk8OBny1WIOPTQNjFw4BnZPwWNiOOO2zemTRuQZP169T9lfWFz0EHfCoUIAPj/tW7dLDp02K3MTEULESee2Daef75/uQoRERHXX39mcsQRe2bmZs9eEEOGPOeXXQAAwBZRigAAACrs1Vc/jlGjpmfmmjatH6NG9ajQLzt32qlRPPjg5cltt50XdevWqZR5K1qyAIDaoHPnynk+FhTkR//+XWL8+CuSli2blPu8OnXyYtSoHkmzZg0zsyNGvBivvDJXMQIAAKgwpQgAAKBCli9fE/36jU1LSkozs3feeWF8017iWZIkiR/+8MTkqaeuSvbaq8VWz9y5c/tyrVQBALVJ584dtvr5uNdeLWLSpB8n/fufnuTlVfzldtttx7jrrosyc6WlafTrNy6WLCnMzc0CAACqLaUIAACg3NI0jWuvfSQtzxcS3bsfG+eee/hWfdly8MG7x+TJ/ZPvfOfILX6NXXbZIXN5cACojTp02G2rtpc666xD4rnnrkkOPnj3rZrjrLMOSS699NjM3PLla+Lqq8enpaUWjAAAAMpPKQIAACi3ESNeTKdNey8zt//+u8Stt55bKaszNG5cLx544NLkvvu6RaNG9Sp8fpcuHSJJLBQBAP8pSZIt2mKqUaN6cd993eKXv/xe0rRpg0qZ5Wc/Oz854IDWmbmXX54bo0ZN14oAAADKTSkCAAAol9mzF8Rddz2XmatXr06MGHFZ0qBB3Ur9+xdddFTy/PPXJu3bV2zVh86dO2zX+wQA1UlFn5Pt2+8Wzz9/bXLRRUdVauOwIu8f7rzzmZg587Ptep8AAIDqSykCAADIVFi4IXr1eigtKirJzN5223lx4IHZv/TcEvvs0zKeeebq5PLLTyzX6g+NGtWL44/f1zIRALAZxx+/b9K4cflWYrrggiPjqaeuSvbZp+U2maVt213i5pvPycwVF5dGr14PpatWrduu9woAAKielCIAAIBM11//WLpgwYrM3JlnHhKXXXbcNi0h1K1bJ26//bzkd7/7Qey4Y6Mys6ecckDUrVtn+94sAKhG6tatEx07tisz07Rp/Rg1qmfcf/+llb4S1H/q0eO45NxzD8/Mff75yhg4cIJtNAAAgExKEQAAQJnGjZuRPvHEW5m51q2bxZAhF223VRk6d+6QTJt2XXLMMftsNrMl+6QDQG1T1vPy8MP3iClTrku+/e1Dt9sz/s47L0jatGmemXv66bfj4YdnKEYAAABlUooAAAA2a+7cL+Lmm5/IzNWpkxejRvVImjVruF3n23XXZvHYY32S/v27RH7+v//zJj8/L0455QBbZwBAhk6d2id16vz7czRJkrj88hNj4sQry1VQqExNmzaIUaN6JAUF+ZnZn/708Xj//UXbdT4AAKB6UYoAAAC+0caNxdG379h0/fpNmdmBA7vGkUfulZM58/Pzon//05MJE/oku+yywz//+3/9116x006NtuKVAaB2aNas4b89x1u0aBLjx18Rt99+XrmKCdvCoYe2ieuuOz0zt3FjcfTpU773KwAAQO2kFAEAAHyjm26amL73XvYvL48/ft/o3fvknK/IcOyx+8S0aQOSfywB3qlTh1yPBADVxj+enyee2DamTh2QnHRS25w/2/v2PTU58cS2mbm5c7+IW2990jYaAADAN0rS1L8XAACAf/fMM2+n//M/D2bmdt65cUydOiBp1apprkf+pzRN41e/eiXt3Ll9sueeO+d6HACoFj77bHlMmTIn/Z//OTFJkpz3If5p+fI1cdppd6VLl67OzI4YcVmce+7hVWd4AACgSlCKAAAA/s2iRavitNOGpKtWrSszlyRJPPjg5dGpU3tfPgAA28xLL32Qdu/+yygtLftzzKZNG8SUKf2TNm2a53pkAACgCrF9BgAA8E/FxaXRq9dDmYWIiIg+fU5RiAAAtrmOHdslvXqdnJkrLFwfvXo9lBYVleR6ZAAAoApRigAAAP7prrueTd98c15m7tBD28TAgWcoRAAA28X115+ZHHHEnpm52bMXxN13P29pXAAA4J+UIgAAgIiIePXVj2PkyOmZuaZN68eoUT2SgoL8XI8MANQSderkxahRPZIddmiYmR0+/IV45ZW5ihEAAEBEKEUAAAARsXz5mujXb2xaUlKamf35zy8Me3UDANvbbrvtGEOGXJSZKy1No1+/cbF06epcjwwAAFQBShEAAFDLpWka/fs/mi5ZUpiZ7d792DjvvMNtmwEA5MRZZx2SXHrpsZm55cvXxNVXj09LSy0YAQAAtZ1SBAAA1HIjRryYTp06JzO3//67xK23nqsQAQDk1M9+dn5ywAGtM3MvvfRBjBo1XSsCAABqOaUIAACoxWbPXhB33fVcZq5evToxYsRlSYMGdXM9MgBQy1Xkfcmddz4TM2d+luuRAQCAHFKKAACAWqqwcEP06vVQWlRUkpm97bbz4sADs3+RCQCwPbRtu0vcfPM5mbni4tLo1euh9Kuv1uV6ZAAAIEeUIgAAoJb6yU8eSxcsWJGZO/PMQ+Kyy46zbQYAUKX06HFccu65h2fmPv98ZQwYMME2GgAAUEspRQAAQC00btyMdOLEtzJzrVs3iyFDLlKIAACqpDvvvCBp06Z5Zu7pp9+Ohx+eoRgBAAC1kFIEAADUMh9++EXcfPMTmbk6dfJi1KgeSbNmDXM9MgDAN2ratEGMHNkjKSjIz8z+9KePx/vvL8r1yAAAwHamFAEAALXIxo3F0afP2HT9+k2Z2YEDu8aRR+6V65EBAMp02GFt4rrrTs/MVeR9EAAAUHMoRQAAQC1y000T0/fey/6F5HHH7Ru9e59s2wwAoFro2/fU5MQT22bm5s79Im699UnbaAAAQC2iFAEAALXEM8+8nY4d+1pmbuedG8fw4Zcl+fn+uQAAVA95eUkMG9Y9admySWb2oYdeiyeeeEsxAgAAagmfcgIAQC2waNGqGDBgQmYuSZIYOvTiaNWqaa5HBgCokJ13bhz33dct8vKyF7u6/vo/xIIFK3I9MgAAsB0oRQAAQA1XXFwavXo9lK5atS4z26fPKdGpU3vbZgAA1VLHju2SXr1OzswVFq6P3r0fSouKSnI9MgAAsI0pRQAAQA13113Ppm++OS8zd+ihbWLgwDMUIgCAau36689Mjjhiz8zcrFkL4u67n7eNBgAA1HBKEQAAUIO99trHMXLk9Mxc06b1Y9SoHklBQX6uRwYA2Cp16uTFqFE9kh12aJiZHT78hXjllbmKEQAAUIMpRQAAQA21fPma6Nt3bFpSUpqZ/fnPL4w2bZrnemQAgEqx2247xpAhF2XmSkvT6NdvXCxdujrXIwMAANuIUgQAANRAaZpG//6PpkuWFGZmL7302DjvvMNtmwEA1ChnnXVI0q3bMZm55cvXxNVXj09LSy0YAQAANZFSBAAA1EAjRryYTp06JzO3//67xG23nasQAQDUSHfc8Z3kgANaZ+ZeeumDGDVqulYEAADUQEoRAABQw8yevSDuuuu5zFy9enVixIjLkgYN6uZ6ZACAbaIi73fuvPOZmDnzs1yPDAAAVDKlCAAAqEEKCzdEr14PpUVFJZnZ2247Lw48MPuXkwAA1VnbtrvEzTefk5krLi6NXr0eSr/6al2uRwYAACqRUgQAANQgP/nJY+mCBSsyc2eeeUhcdtlxts0AAGqFHj2OS84557DM3Oefr4wBAybYRgMAAGoQpQgAAKghHn54Rjpx4luZudatm8WQIRcpRAAAtcrgwRcmbdo0z8w9/fTbMX7864oRAABQQyhFAABADfDhh1/ETTc9kZmrUycvRo3qkTRr1jDXIwMAbFdNmzaIkSN7JAUF+ZnZG274Y7z//qJcjwwAAFQCpQgAAKjmNm4sjj59xqbr12/KzA4c2DWOPHKvXI8MAJAThx3WJq677vTMXEXeXwEAAFWbUgQAAFRzN900MX3vvexfMh533L7Ru/fJts0AAGq1vn1PTU48sW1mbu7cL+LWW5+0jQYAAFRzShEAAFCNPfPM2+nYsa9l5nbeuXEMH35Zkp/vnwAAQO2Wl5fEsGHdk5Ytm2RmH3rotXjyyVmKEQAAUI35RBQAAKqpRYtWxYABEzJzSZLE0KEXR6tWTXM9MgBAlbDzzo3jvvu6RV5e9iJagwY9FgsWrMj1yAAAwBZSigAAgGqouLg0evV6KF21al1mtnfvk6NTp/a2zQAA+BcdO7ZLevU6OTNXWLg+evd+KC0qKsn1yAAAwBZQigAAgGrorrueTd98c15m7tBD28SgQV0VIgAAvsH115+ZHHHEnpm5WbMWxN13P28bDQAAqIaUIgAAoJp57bWPY+TI6Zm5pk3rx6hRPZKCgvxcjwwAUCXVqZMXo0b1SHbYoWFmdvjwF+KVV+YqRgAAQDWjFAEAANXI8uVrom/fsWlJSWlm9uc/vzDatGme65EBAKq03XbbMYYMuSgzV1qaRr9+42Lp0tW5HhkAAKgApQgAAKgm0jSN/v0fTZcsKczMXnrpsXHeeYfbNgMAoBzOOuuQpFu3YzJzy5eviauvHp+WllowAgAAqgulCAAAqCZGjpyeTp06JzO3//67xG23nasQAQBQAXfc8Z3kgANaZ+ZeeumDGDVqulYEAABUE0oRAABQDcyevSAGD342M1evXp0YMeKypEGDurkeGQCgWqnI+6g773wmZs78LNcjAwAA5aAUAQAAVVxh4Ybo1euhtKioJDN7223nxYEHZv/CEQCAr2vbdpe4+eZzMnPFxaXRq9dD6Vdfrcv1yAAAQAalCAAAqOJ+8pPH0gULVmTmzjzzkLjssuNsmwEAsBV69DguOeecwzJzn3++MgYMmGAbDQAAqOKUIgAAoAp7+OEZ6cSJb2XmWrduFkOGXKQQAQBQCQYPvjBp06Z5Zu7pp9+O8eNfV4wAAIAqTCkCAACqqA8//CJuuumJzFydOnkxalSPpFmzhrkeGQCgRmjatEGMHNkjKSjIz8zecMMf4/33F+V6ZAAAYDOUIgAAoArauLE4+vQZm65fvykzO3Bg1zjyyL1yPTIAQI1y2GFt4rrrTs/MVeR9GwAAsP0pRQAAQBV0000T0/fey/7F4XHH7Ru9e59s2wwAgG2gb99TkxNPbJuZmzv3i7j11idtowEAAFWQUgQAAFQxzzzzdjp27GuZuZ13bhzDh1+W5Od7Ww8AsC3k5SUxbFj3pGXLJpnZhx56LZ58cpZiBAAAVDE+PQUAgCpk0aJVMWDAhMxckiQxdOjF0apV01yPDABQo+28c+O4775ukZeXvTjXoEGPxYIFK3I9MgAA8C+UIgAAoIooLi6NXr0eSletWpeZ7d375OjUqb1tMwAAtoOOHdslvXqdnJkrLFwfvXs/lBYVleR6ZAAA4O+UIgAAoIq4665n0zffnJeZO/TQNjFoUFeFCACA7ej6689Mjjhiz8zcrFkL4u67n7eNBgAAVBFKEQAAUAW89trHMXLk9Mxc48b1Yvjw7klBQX6uRwYAqFXq1MmLYcO6J02b1s/MDh/+QrzyylzFCAAAqAKUIgAAIMeWL18TffuOTUtKSjOzgwdfFHvt1SLXIwMA1Ep77NE87r774sxcaWka/fqNi6VLV+d6ZAAAqPWUIgAAIIfSNI3+/R9NlywpzMxeeumxcd55h9s2AwAgh84665CkW7djMnPLl6+Jq68en5aWWjACAABySSkCAAByaOTI6enUqXMyc/vvv0vcdtu5ChEAAFXAHXd8JznggNaZuZde+iBGjZquFQEAADmkFAEAADkye/aCGDz42cxcvXp1YsSIy5IGDermemQAAOL/f39Wv35BZvbOO5+JmTM/y/XIAABQaylFAABADqxZszH69h2XFhWVZGZvvfW8OPDA7F8iAgCw/bRtu0vcfPM5mbni4tLo129cWli4IdcjAwBAraQUAQAAOTBo0IR03rxlmbkzzzwkevQ4zrYZAABVUM+exyfnnHNYZm7+/BVx3XWP2kYDAAByQCkCAAC2s4cfnpFOnPhWZq5162YxZMhFChEAAFXY4MEXJm3aNM/MPf302zF+/OuKEQAAsJ0pRQAAwHb04YdfxE03PZGZq1MnL0aN6pE0a9Yw1yMDAFCGpk0bxMiRPZKCgvzM7A03/DHef39RrkcGAIBaRSkCAAC2k40bi6NPn7Hp+vWbMrMDBpwRRx65V65HBgCgHA47rE307396Zu4f7wc3bCjK9cgAAFBrKEUAAMB2cvPNE9P33sv+ZeBxx+0bffqcYtsMAIBqpF+/U5MTT2ybmZs794u49dYnbaMBAADbiVIEAABsB88883b60EOvZeaaN28cw4dfluTne6sOAFCd5OUlMWxY96RlyyaZ2TFjXo0nn5ylGAEAANuBT1oBAGAbW7RoVQwYMCEzlyRJ3HPPxdGqVdNcjwwAwBbYeefGcd993SIvL3vRr0GDHosFC1bkemQAAKjxlCIAAGAbKi4ujV69HkpXrVqXme3d++To1Km9bTMAAKqxjh3bJb16nZyZKyxcH717P5QWFZXkemQAAKjRlCIAAGAbGjLkufTNN+dl5g49tE0MGtRVIQIAoAa4/vozkyOO2DMzN2vWghg69HnbaAAAwDakFAEAANvIa699HCNGvJiZa9SoXgwf3j0pKMjP9cgAAFSCOnXyYtiw7knTpvUzs8OGvRCvvDJXMQIAALYRpQgAANgGVqxYE337jk1LSkozs3fddVHstVeLXI8MAEAl2mOP5jFkyHczc6WlafTrNy6WLl2d65EBAKBGUooAAIBKlqZpXHvto+mSJYWZ2UsvPTbOO+9w22YAANRAZ599aNKt2zGZueXL18TVV49PS0stGAEAAJVNKQIAACrZyJHT06lT52Tm9t9/l7jttnMVIgAAarA77vhOcsABrTNzL730QYwaNV0rAgAAKplSBAAAVKLZsxfE4MHPZubq1asTI0ZcljRoUDfXIwMAsA39431f/foFmdk773wmZs78LNcjAwBAjaIUAQAAlWTt2o3Rt++4tKioJDN7663nxYEHZv9iEACA6q9t213i5pvPycwVF5dGv37j0sLCDbkeGQAAagylCAAAqCQDB05I581blpk788xDokeP42ybAQBQi/TseXxyzjmHZebmz18RAwb83jYaAABQSZQiAACgEjz88Ix04sS3MnOtWzeLIUMuUogAAKiFBg++MNl9950yc5MmzY7x419XjAAAgEqgFAEAAFvpww+/iJtueiIzV6dOXowc2SNp1qxhrkcGACAHmjZtEKNG9UwKCvIzszfc8Md4//1FuR4ZAACqPaUIAADYChs3FkefPmPT9es3ZWYHDDgjjjpqr1yPDABADh12WJvo3//0zNw/3mdu2FCU65EBAKBaU4oAAICtcPPNE9P33sv+Bd9xx+0bffqcYtsMAACiX79TkxNPbJuZmzv3i7j11idtowEAAFtBKQIAALbQM8+8nT700GuZuebNG8fw4d2T/HxvvwEAiMjLS+KBBy5NWrZskpkdM+bVePLJWYoRAACwhXwqCwAAW2DRolUxYMCEzFySJHHPPRdHq1Y75HpkAACqkBYtmsR993WLvLzsxcQGDXosFi78MtcjAwBAtaQUAQAAFVRcXBq9ez+Urlq1LjPbu/fJ0alTe9tmAADwNR07tkt69To5M1dYuD569RqTFhWV5HpkAACodpQiAACggoYMeS594415mblDDtk9Bg3qqhABAMBmXX/9mckRR+yZmZs1a0EMHfq8bTQAAKCClCIAAKACXnvt4xgx4sXMXKNG9WL48MuSgoL8XI8MAEAVVqdOXgwb1j1p2rR+ZnbYsBfilVfmKkYAAEAFKEUAAEA5rVixJvr2HZuWlJRmZu+666LYe+8WuR4ZAIBqYI89mseQId/NzJWWpnHllQ/H0qWrcz0yAABUG0oRAABQDmmaxrXXPpouWVKYme3W7Zg477zDbZsBAEC5nX32ockllxyTmVu2bHVcffX4tLTUghEAAFAeShEAAFAOI0dOT6dOnZOZ23//XeL2289TiAAAoML+7//9TnLAAa0zcy+99EGMGjVdKwIAAMpBKQIAADK8/fbCGDz42cxcvXp1YsSIy5IGDermemQAAKqhf7yfrF+/IDN7553PxMyZn+V6ZAAAqPKUIgAAoAxr126Mvn3HpkVFJZnZW289Lw48MPuXfQAAsDlt2+4SN998TmauuLg0+vUblxYWbsj1yAAAUKUpRQAAQBkGDpyQfvrpssxc164HR48ex9k2AwCArdaz5/HJOecclpmbP39FDBjwe9toAABAGZQiAABgM8aPfz2dOPGtzFzr1s3i7ru/qxABAEClGTz4wmT33XfKzE2aNDseeeR1xQgAANgMpQgAAPgGH374Rdx448TMXJ06eTFyZI+kWbOGuR4ZAIAapGnTBjFqVM+koCA/M/t//s8f4/33F+V6ZAAAqJKUIgAA4D9s3FgcffqMTdev35SZHTDgjDjqqL1yPTIAADXQYYe1if79T8/M/eP964YNRbkeGQAAqhylCAAA+A833zwxfe+97F/aHXfcvtGnzym2zQAAYJvp1+/U5MQT22bm5s79Im699UnbaAAAwH9QigAAgH/x7LN/TR966LXMXPPmjWP48O5Jfr631AAAbDt5eUk88MClScuWTTKzY8a8Gk8+OUsxAgAA/oVPcAEA4O8WLVoV1133+8xckiRxzz0XR6tWO+R6ZAAAaoEWLZrEffd1i7y87EXKBg16LBYu/DLXIwMAQJWhFAEAABFRXFwavXs/lK5atS4z27v3ydGpU3vbZgAAsN107NguueKKjpm5wsL10avXmLSoqCTXIwMAQJWgFAEAABExZMhz6RtvzMvMHXLI7jFoUFeFCAAAtrvrrz8zOeKIPTNzs2YtiKFDn7eNBgAAhFIEAADEa699HCNGvJiZa9SoXgwffllSUJCf65EBAKiFCgryY9iw7knTpvUzs8OGvRCvvDJXMQIAgFpPKQIAgFptxYo10bfv2LSkpDQze9ddF8Xee7fI9cgAANRie+zRPIYM+W5mrrQ0jSuvfDiWLl2d65EBACCnlCIAAKi10jSNa699NF2ypDAz263bMXHeeYfbNgMAgJw7++xDk0suOSYzt2zZ6rj66vFpaakFIwAAqL2UIgAAqLVGjpyeTp06JzO3//67xO23n6cQAQBAlfF//+93kgMOaJ2Ze+mlD2L06Je0IgAAqLWUIgAAqJXefnthDB78bGauXr06MWLEZUmDBnVzPTIAAPzTP96n1q9fkJm9885nYubMz3I9MgAA5IRSBAAAtc7atRujb9+xaVFRSWb21lvPiwMPzP4FHgAAbG9t2+4SN998TmauqKgk+vUblxYWbsj1yAAAsN0pRQAAUOsMHDgh/fTTZZm5rl0Pjh49jrNtBgAAVVbPnscn55xzWGZu/vwVMWDA722jAQBAraMUAQBArTJ+/OvpxIlvZeZat24Wd9/9XYUIAACqvMGDL0x2332nzNykSbPjkUdeV4wAAKBWUYoAAKDW+PDDL+LGGydm5urUyYuRI3skzZo1zPXIAACQqWnTBjFqVM+koCA/M/t//s8f4/33F+V6ZAAA2G6UIgAAqBU2biyOPn3GpuvXb8rMDhhwRhx11F65HhkAAMrtsMPaRP/+p2fm/vG+eMOGolyPDAAA24VSBAAAtcLNN09M33sv+xdxxx23b/Tpc4ptMwAAqHb69Ts1OfHEtpm5uXO/iFtvfdI2GgAA1ApKEQAA1HjPPvvX9KGHXsvMNW/eOIYP757k53ubDABA9ZOXl8QDD1yatGzZJDM7Zsyr8eSTsxQjAACo8XzaCwBAjbZo0aq47rrfZ+aSJIl77rk4WrXaIdcjAwDAFmvRokncd1+3SJLsxc8GDXosFi78MtcjAwDANqUUAQBAjVVcXBq9ez+Urlq1LjPbu/fJ0alTe9tmAABQ7XXs2C7p1atjZq6wcH306jUmLSoqyfXIAACwzShFAABQYw0Z8lz6xhvzMnOHHLJ7DBrUVSECAIAa4/rrz0yOOGLPzNysWQti6NDnbaMBAECNpRQBAECN9NprH8eIES9m5ho1qhfDh1+WFBTk53pkAACoNAUF+TFsWPekadP6mdlhw16IV16ZqxgBAECNpBQBAECNs2LFmujbd2xaUlKamb3rroti771b5HpkAACodHvs0TyGDPluZq60NI0rr3w4li5dneuRAQCg0ilFAABQo6RpGtde+2i6ZElhZrZbt2PivPMOt20GAAA11tlnH5pccskxmblly1bH1VePT9PUghEAANQsShEAANQoI0dOT6dOnZOZ23//XeL2289TiAAAoMb7v//3O8kBB7TOzL300gcxatRLWhEAANQoShEAANQYb7+9MAYPfjYzV69enRgx4rKkQYO6uR4ZAAC2uX+8/61fvyAze+edz8TMmZ/lemQAAKg0ShEAANQIa9dujL59x6ZFRSWZ2VtuOTcOPDD7l3IAAFBTtG27S9x00zmZuaKikujXb1xaWLgh1yMDAEClUIoAAKBGGDhwQvrpp8syc127Hhw9ex5v2wwAAGqd733v+OSccw7LzM2fvyIGDPi9bTQAAKgRlCIAAKj2xo9/PZ048a3MXOvWzeLuu7+rEAEAQK01ePCFye6775SZmzRpdjzyyOuKEQAAVHtKEQAAVGsffvhF3HjjxMxcnTp5MXJkj6RZs4a5HhkAAHKmadMGMWpUz6SgID8z+3/+zx/j/fcX5XpkAADYKkoRAABUWxs3FkefPmPT9es3ZWavu+6MOOqovXI9MgAA5Nxhh7WJa6/tkpn7x/vtDRuKcj0yAABsMaUIAACqrVtueSJ9773sX64dd9y+0bfvKbbNAACAv7vyytOSE09sm5mbO/eLuO22J22jAQBAtaUUAQBAtfTss39Nx4x5NTPXvHnjGD68e5Kf760vAAD8Q15eEg88cGnSsmWTzOyDD74aTz45SzECAIBqySfDAABUO4sWrYrrrvt9Zi5JkrjnnoujVasdcj0yAABUOS1aNIl77+0WSZK9qNqgQY/FwoVf5npkAACoMKUIAACqleLi0ujd+6F01ap1mdnevU+OTp3a2zYDAAA24+ST2yW9enXMzBUWro9evcakRUUluR4ZAAAqRCkCAIBq5e67n0vfeGNeZu6QQ3aPQYO6KkQAAECG668/MzniiD0zc7NmLYh77plsGw0AAKoVpQgAAKqN1177OIYPfzEz16hRvRg+/LKkoCA/1yMDAECVV1CQH8OGdU+aNq2fmX3ggWnxyitzFSMAAKg2lCIAAKgWVqxYE337jk1LSkozs4MHXxh7790i1yMDAEC1sccezWPIkO9m5kpL07jyyodj6dLVuR4ZAADKRSkCAIAqL03TuPbaR9MlSwozs926HRPnn3+EbTMAAKCCzj770OSSS47JzC1btjquuWZ8mqYWjAAAoOpTigAAoMobOXJ6OnXqnMzcXnu1iFtvPVchAgAAttDPfnZest9+rTJz06d/EKNGvaQVAQBAlacUAQBAlfb22wtj8OBnM3P16tWJX/6yZ9KoUb1cjwwAANVWgwZ1Y/Tonkn9+gWZ2TvvfCZmzvws1yMDAECZlCIAAKiy1q7dGH37jk2Likoys7fccm60b79brkcGAIBqr127XeOmm87JzBUVlUS/fuPSwsINuR4ZAAA2SykCAIAqa9Cgx9JPP12Wmeva9eDo2fN422YAAEAl+d73jk/OOeewzNz8+StiwIDf20YDAIAqSykCAIAqafz419PHH5+ZmWvdulncffd3FSIAAKCSDR58YbL77jtl5iZNmh2PPPK6YgQAAFWSUgQAAFXOvHnL4uabn8jM1amTFyNH9kiaNWuY65EBAKDGadq0QYwa1TMpKMjPzP70pxPjo4+W5HpkAAD4GqUIAACqlI0bi+NHPxqTrl27MTN73XVnxFFH7ZXrkQEAoMY67LA2ce21XTJz69dviiuuGJNu2FCU65EBAODfKEUAAFCl3HLLE+mcOZ9n5o49dp/o2/cU22YAAMA2duWVpyUnnLB/Zu6DDxbHbbc9aRsNAACqFKUIAACqjGef/Ws6ZsyrmbnmzRvHiBGXJfn53s4CAMC2lpeXxLBh3ZOWLZtkZh988NV48slZihEAAFQZPkUGAKBKWLRoVVx33e8zc0mSxD33XBytWu2Q65EBAKDWaNGiSdx7b7dIkuzF2gYNeiwWLvwy1yMDAEBEKEUAAFAFFBeXRu/eD6WrVq3LzPbufXJ06tTethkAALCdnXxyu6RXr46ZucLC9dGr15i0qKgk1yMDAIBSBAAAuXf33c+lb7wxLzN3yCG7x6BBXRUiAAAgR66//szkiCP2yMzNmrUg7rlnsm00AADIOaUIAAByasaMT2L48Bczc40a1Yvhwy9LCgrycz0yAADUWgUF+TFs2GVJ06b1M7MPPDAt/vSnDxUjAADIKaUIAAByZsWKNdGnz9i0pKQ0Mzt48IWx994tcj0yAADUenvs0TyGDPluZq60NI1+/cbF0qWrcz0yAAC1mFIEAAA5kaZpXHvto+mSJV9lZrt1OybOP/8I22YAAEAVcfbZhyaXXHJMZm7ZstVxzTXj0zS1YAQAALmhFAEAQE6MHDk9nTp1TmZur71axK23nqsQAQAAVczPfnZest9+rTJz06d/EKNGvaQVAQBATihFAACw3b399sIYPPjZzFy9enXil7/smTRqVC/XIwMAAP+hQYO6MXp0z6R+/YLM7J13PhMzZ87P9cgAANRCShEAAGxXa9dujL59x6ZFRSWZ2VtuOTfat98t1yMDAACb0a7drnHTTedk5oqKSqJfv7FpYeGGXI8MAEAtoxQBAMB2NWjQY+mnny7LzHXtenD07Hm8bTMAAKCK+973jk++/e3DMnPz56+IAQN+bxsNAAC2K6UIAAC2m0ceeT19/PGZmbnWrZvFkCEXKUQAAEA1cdddFya7775TZm7SpNnx6KN/UYwAAGC7UYoAAGC7mDdvWdx88xOZuTp18mLkyB7Jjjs2yvXIAABAOTVt2iBGjeqZFBTkZ2Z/+tPH46OPluR6ZAAAagmlCAAAtrmNG4vjRz8ak65ZszEze911Z8RRR+2V65EBAIAKOuywNnHttV0yc+vWbYorrhiTbthQlOuRAQCoBZQiAADY5m655Yl0zpzPM3PHHrtP9O17im0zAACgmrryytOSE07YPzP3wQeL47bbnrSNBgAA25xSBAAA29Szz/41HTPm1cxc8+aNY8SIy5L8fG9RAQCgusrLS2LYsO5Jy5ZNMrMPPvhqPPXULMUIAAC2KZ84AwCwzSxatCoGDJiQmUuSJO655+Jo1WqHXI8MAABspRYtmsS993aLJMleBG7gwMdi4cIvcz0yAAA1mFIEAADbRHFxafTu/VC6cuXazGyvXh2jU6f2ts0AAIAa4uST2yVXXHFSZq6wcH306jUmLSoqyfXIAADUUEoRAABsE3ff/Vz6xhvzMnOHHLJ7XH/9mQoRAABQw/zkJ2clRxyxR2Zu1qwFcc89k22jAQDANqEUAQBApZsx45MYPvzFzFyjRvVi+PDLkoKC/FyPDAAAVLKCgvwYNuyypGnT+pnZBx6YFn/604eKEQAAVDqlCAAAKtWKFWuiT5+xaUlJaWZ28OALY++9W+R6ZAAAYBvZY4/mMWTIdzNzpaVp9Os3LpYuXZ3rkQEAqGGUIgAAqDRpmsa11z6aLlnyVWb2kkuOifPPP8K2GQAAUMOdffahycUXH52ZW7ZsdVxzzfg0TS0YAQBA5VGKAACg0owa9VI6deqczNxee7WIW289VyECAABqiZ/97Pxkv/1aZeamT/8gRo9+WSsCAIBKoxQBAEClePvthXHnnc9k5urVqxO//GXPpHHjerkeGQAA2E4aNqwbo0f3TOrXL8jM/vznT8fMmfNzPTIAADWEUgQAAFtt7dqN0bfv2LSoqCQze8st50b79rvlemQAAGA7a9du17jppnMyc0VFJdGv39i0sHBDrkcGAKAGUIoAAGCrDRr0WPrpp8syc127Hhw9ex5v2wwAAKilvve945Nvf/uwzNz8+StiwIDf20YDAICtphQBAMBWeeSR19PHH5+ZmWvdulkMGXKRQgQAANRyd911YbL77jtl5iZNmh2PPvoXxQgAALaKUgQAAFts3rxlcfPNT2Tm6tTJi5EjeyQ77tgo1yMDAAA51rRpgxg1qmdSUJCfmf3pTx+Pjz5akuuRAQCoxpQiAADYIhs3FsePfjQmXbNmY2b2uuvOiKOO2ivXIwMAAFXEYYe1iWuv7ZKZW7duU1xxxZh0w4aiXI8MAEA1pRQBAMAWueWWJ9I5cz7PzB177D7Rt+8pts0AAAD+zZVXnpaccML+mbkPPlgct932pG00AADYIkoRAABU2LPP/jUdM+bVzFzz5o1jxIjLkvx8bzsBAIB/l5eXxLBh3ZOWLZtkZh988NV46qlZihEAAFSYT6cBAKiQRYtWxYABEzJzSZLEPfdcHK1a7ZDrkQEAgCqqRYsmce+93SJJsheXGzjwsVi48MtcjwwAQDWjFAEAQLkVF5dG794PpStXrs3M9urVMTp1am/bDAAAoEwnn9wuueKKkzJzhYXro1evMWlRUUmuRwYAoBpRigAAoNzuvvu59I035mXmDjlk97j++jMVIgAAgHL5yU/OSo44Yo/M3KxZC+KeeybbRgMAgHJTigAAoFxmzPgkhg9/MTPXqFG9GD78sqSgID/XIwMAANVEQUF+DBt2WdK0af3M7AMPTIs//elDxQgAAMpFKQIAgEwrVqyJPn3GpiUlpZnZwYMvjL33bpHrkQEAgGpmjz2ax5Ah383MlZam0a/fuFi6dHWuRwYAoBpQigAAoExpmsa11z6aLlnyVWb2k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" width="60%"/>
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</section><section>
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<h2 id="Python-inheritance-syntax">Python inheritance syntax<a class="anchor-link" href="#Python-inheritance-syntax">&#182;</a></h2><div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Dog</span><span class="p">(</span><span class="n">Animal</span><span class="p">):</span>
<span class="c1"># the constructor needs to call the parent one</span>
<span class="k">def</span> <span class="fm">__init__</span> <span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
<span class="n">Animal</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="k">def</span> <span class="fm">__del__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="n">Animal</span><span class="o">.</span><span class="fm">__del__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">scream</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">print</span><span class="p">(</span><span class="s1">&#39;OUAFF&#39;</span><span class="p">)</span>
</pre></div>
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<li><strong>scream</strong> is simply overwritten (dictionary fashion) $\Rightarrow$ <strong><a href="https://en.wikipedia.org/wiki/Function_overloading">Overloading</a>/<a href="https://en.wikipedia.org/wiki/Polymorphism_%28computer_science%29">Polymorphism</a></strong></li>
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<h2 id="Python-inheritance-syntax">Python inheritance syntax<a class="anchor-link" href="#Python-inheritance-syntax">&#182;</a></h2><div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Dog</span><span class="p">(</span><span class="n">Animal</span><span class="p">):</span>
<span class="c1"># the constructor needs to call the parent one</span>
<span class="k">def</span> <span class="fm">__init__</span> <span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="k">def</span> <span class="fm">__del__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__del__</span><span class="p">()</span>
<span class="k">def</span> <span class="nf">scream</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">print</span><span class="p">(</span><span class="s1">&#39;OUAFF&#39;</span><span class="p">)</span>
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<ul>
<li><a href="https://docs.python.org/3/library/functions.html#super">super()</a> calls in a generic way to the mother class</li>
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<h2 id="Abstract-Class"><a href="https://en.wikipedia.org/wiki/Abstract_type">Abstract Class</a><a class="anchor-link" href="#Abstract-Class">&#182;</a></h2><ul>
<li>Incomplete <em>Class</em> (for some methods), cannot be instanciated</li>
<li>Possible implementation:</li>
</ul>
<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Animal</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span>
<span class="k">def</span> <span class="nf">scream</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;virtual function&#39;</span><span class="p">)</span>
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<ul>
<li>Good practice to inherit from <strong>Object</strong></li>
</ul>
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<p><br></p>
<h2 id="-Why-is-it-useful-?-"><center> Why is it useful ? </center><a class="anchor-link" href="#-Why-is-it-useful-?-">&#182;</a></h2>
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<h2 id="Abstract-Class"><a href="https://en.wikipedia.org/wiki/Abstract_type">Abstract Class</a><a class="anchor-link" href="#Abstract-Class">&#182;</a></h2><ul>
<li>A more Pythonic way using module <a href="https://docs.python.org/3/library/abc.html">ABC</a></li>
</ul>
<div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">ABC</span><span class="p">,</span> <span class="n">abstractmethod</span>
<span class="k">class</span> <span class="nc">Animal</span><span class="p">(</span><span class="n">ABC</span><span class="p">):</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span>
<span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">()</span>
<span class="nd">@abstractmethod</span>
<span class="k">def</span> <span class="nf">scream</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">pass</span>
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<ul>
<li>Cannot instanciate a class animal</li>
</ul>
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<pre>ani = Animal(&#39;Toto&#39;)
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<pre>
<span class="ansi-red-fg">---------------------------------------------------------------------------</span>
<span class="ansi-red-fg">TypeError</span> Traceback (most recent call last)
<span class="ansi-green-fg">&lt;ipython-input-22-3da93493cca1&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span>
<span class="ansi-green-fg">----&gt; 1</span><span class="ansi-red-fg"> </span>ani <span class="ansi-blue-fg">=</span> Animal<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">&#34;Toto&#34;</span><span class="ansi-blue-fg">)</span>
<span class="ansi-red-fg">TypeError</span>: Can&#39;t instantiate abstract class Animal with abstract methods scream</pre>
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<h2 id="Special-function:-str">Special function: <strong>str</strong><a class="anchor-link" href="#Special-function:-str">&#182;</a></h2><ul>
<li>Tweaking the behavior of print</li>
</ul>
<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">Cat</span><span class="p">:</span>
<span class="c1"># ....</span>
<span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">return</span> <span class="p">(</span><span class="s2">&quot;Hello, this is &quot;</span>
<span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">))</span>
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<div class="highlight"><pre><span></span><span class="c1"># instanciation of object</span>
<span class="n">obj</span> <span class="o">=</span> <span class="n">Cat</span><span class="p">(</span><span class="s1">&#39;kitty&#39;</span><span class="p">)</span>
<span class="c1"># printing it</span>
<span class="k">print</span><span class="p">(</span><span class="n">obj</span><span class="p">)</span>
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<p>Should execute as</p>
<div class="highlight"><pre><span></span>Hello, this is kitty
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<h2 id="item-getter/setter-&amp;-python-operators"><strong>item getter/setter</strong> &amp; <a href="https://docs.python.org/3.5/library/operator.html">python operators</a><a class="anchor-link" href="#item-getter/setter-&amp;-python-operators">&#182;</a></h2><div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">MyClass</span><span class="p">:</span>
<span class="k">def</span> <span class="fm">__init__</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">mylist</span> <span class="o">=</span> <span class="p">[</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">]</span>
<span class="k">def</span> <span class="fm">__getitem__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">):</span>
<span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">mylist</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
<span class="k">def</span> <span class="fm">__setitem__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">mylist</span><span class="p">[</span><span class="n">index</span><span class="p">]</span> <span class="o">=</span> <span class="n">value</span>
<span class="k">def</span> <span class="fm">__delitem__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">):</span>
<span class="k">del</span> <span class="bp">self</span><span class="o">.</span><span class="n">mylist</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
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<li>Try it !</li>
</ul>
<div class="highlight"><pre><span></span><span class="n">obj</span> <span class="o">=</span> <span class="n">MyClass</span><span class="p">()</span>
<span class="k">print</span><span class="p">(</span><span class="n">obj</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
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<div class="highlight"><pre><span></span><span class="n">obj</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="mi">4</span>
<span class="k">del</span> <span class="n">obj</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
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<h3 id="Important-note-on-coding-convention">Important note on coding convention<a class="anchor-link" href="#Important-note-on-coding-convention">&#182;</a></h3><ul>
<li>one file per (family) class</li>
<li>one (family) class per file</li>
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<h1 id="-THANKS-"><center> THANKS </center><a class="anchor-link" href="#-THANKS-">&#182;</a></h1>
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<h2 id="Exceptions:-Dealing-with--errors"><a href="https://en.wikibooks.org/wiki/Python_Programming/Exceptions">Exceptions</a>: Dealing with errors<a class="anchor-link" href="#Exceptions:-Dealing-with--errors">&#182;</a></h2><div class="highlight"><pre><span></span><span class="n">vec</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">])</span>
<span class="k">print</span><span class="p">(</span><span class="n">vec</span><span class="p">[</span><span class="mi">18</span><span class="p">])</span>
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<p>Program will stop and <strong>raise</strong> an exception</p>
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<span class="ansi-red-fg">---------------------------------------------------------------------------</span>
<span class="ansi-red-fg">IndexError</span> Traceback (most recent call last)
<span class="ansi-green-fg">&lt;ipython-input-29-9f8741cf621d&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span>
<span class="ansi-green-intense-fg ansi-bold"> 1</span> <span class="ansi-green-fg">import</span> numpy <span class="ansi-green-fg">as</span> np
<span class="ansi-green-intense-fg ansi-bold"> 2</span> vec <span class="ansi-blue-fg">=</span> np<span class="ansi-blue-fg">.</span>array<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">[</span><span class="ansi-cyan-fg">1</span><span class="ansi-blue-fg">,</span><span class="ansi-cyan-fg">2</span><span class="ansi-blue-fg">,</span><span class="ansi-cyan-fg">3</span><span class="ansi-blue-fg">,</span><span class="ansi-cyan-fg">4</span><span class="ansi-blue-fg">]</span><span class="ansi-blue-fg">)</span>
<span class="ansi-green-fg">----&gt; 3</span><span class="ansi-red-fg"> </span>print<span class="ansi-blue-fg">(</span>vec<span class="ansi-blue-fg">[</span><span class="ansi-cyan-fg">18</span><span class="ansi-blue-fg">]</span><span class="ansi-blue-fg">)</span>
<span class="ansi-red-fg">IndexError</span>: index 18 is out of bounds for axis 0 with size 4</pre>
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<h2 id="Exceptions"><a href="https://en.wikibooks.org/wiki/Python_Programming/Exceptions">Exceptions</a><a class="anchor-link" href="#Exceptions">&#182;</a></h2><ul>
<li>Can catch an exception</li>
</ul>
<div class="highlight"><pre><span></span><span class="k">try</span><span class="p">:</span>
<span class="n">vec</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">])</span>
<span class="k">print</span><span class="p">(</span><span class="n">vec</span><span class="p">[</span><span class="mi">18</span><span class="p">])</span>
<span class="k">except</span> <span class="ne">IndexError</span> <span class="k">as</span> <span class="n">err</span><span class="p">:</span>
<span class="k">print</span><span class="p">(</span><span class="n">err</span><span class="p">)</span>
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<pre>index 18 is out of bounds for axis 0 with size 4
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<h2 id="Exceptions"><a href="https://en.wikibooks.org/wiki/Python_Programming/Exceptions">Exceptions</a><a class="anchor-link" href="#Exceptions">&#182;</a></h2><ul>
<li>Making and raising your own exceptions</li>
</ul>
<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">MyError</span><span class="p">(</span><span class="ne">RuntimeError</span><span class="p">):</span>
<span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
<span class="bp">self</span><span class="o">.</span><span class="n">parameter</span> <span class="o">=</span> <span class="n">value</span>
<span class="k">def</span> <span class="fm">__str__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
<span class="k">return</span> <span class="nb">repr</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">parameter</span><span class="p">)</span>
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<div class="highlight"><pre><span></span><span class="k">try</span><span class="p">:</span>
<span class="k">raise</span> <span class="n">MyError</span><span class="p">([</span><span class="s1">&#39;important info&#39;</span><span class="p">,</span> <span class="mi">1234</span><span class="p">])</span>
<span class="k">except</span> <span class="n">MyError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
<span class="k">print</span><span class="p">(</span><span class="n">e</span><span class="p">)</span>
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<pre>[&#39;important info&#39;, 1234]
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<h2 id="Interactive-session-on-making-first-class-family">Interactive session on making first class family<a class="anchor-link" href="#Interactive-session-on-making-first-class-family">&#182;</a></h2><ul>
<li><strong>Series</strong> class with the correct interface</li>
<li><strong>Dumper</strong> class taking a "serie as input"</li>
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37amr4iAACQIiNGtNKqV39JN27Zsj/Ezy+APiQAQIZGoQoAAMjSbtwIkenTt+rG5c+fU2bO7EbHAwAAsEqPHnW0Zs08deM2bjwlv/12ho4GAAAAAAAAg4SFxcjw4b6ilOVbNM7OjjJ/fi/N1dXJ6JQBAEAG5eTkIPPm6Z9PKKXk009XypMnUUanDABAilGoAgAAsqyEBJMMGfKrioyM1Y2dMeNtKVgwl9EpAwCADGTWrO5a7tzZdePGjl0twcHhRqcLAAAAAACQJX3xxToVFPRYN27kyNZSrZr+DOgAAACWvPxyYRk1qo1u3P37ofL55+uY7AwAkGFRqAIAALKs777brU6evKkb16NHHWnbthpPUwEAAMni4ZFbvvqqk27co0eRMnr0KjoaAAAAAAAA0tjOnefVqlXHdONq1iwlH33UlL4iAABgE4MGNdHq1i2rG7du3QnZtOk0fUgAgAyJQhUAAJAl+fsHibf3Tt24IkXyyMSJHel4AAAAKdKt22tamzZVdeN27DgvmzadoqMBAAAAAAAgjTx6FCmjRq3SjXNzc5F583ppjo4MsQEAALbh4KCJt3dPLWdOV93Y8ePXyIMH4UanDABAsnEVDQAAspy4uAQZOnS5io9PtBjn4KDJ/Pm9NXd3N6NTBgAAGdjXX3fV8uTJrhs3btxaOhoAAAAAAADSyNixq1VwsP69mM8/by9lyhQ0Ol0AAJDJlCiRXyZM6KAb93dx7UomOwMAZDgUqgAAgCxn5sxtKiDgjm7c++83lPr1yxmdLgAAyOA8PNxlypS3dOMeP46U0aNX0dEAAAAAAABgZ6tXH1O//XZGN+6NN16Wfv3qa0bnCwAAMqc+fepqzZp56sbt2uUvK1b8SR8SACBDoVAFAABkKcePX5fFi/fqxpUrV0jGjWtHxwMAALCJt96qqbVrV103bufO87Ju3Qk6GgAAAAAAAOzk3r1Q+eKLDbpx7u7ZxNu7h6ZpdBcBAAD70DRNZs3qruXJk103dsKE9XLjRojRKQMAYDUKVQAAQJYRFRUnXl6+KjHRZDHOyclB5s7tpWXL5mx0ygAAIBOZPr2rVqBATt248ePXyt27T4xOFwAAAAAAINNRSsmnn65QoaFRurFTpnSRYsXyGp0yAADI5Dw8csvXX3fRjYuMjJVhw3yVycR8ZwCAjIFCFQAAkGV89dVGdf16sG7c0KEt5NVXSxqdLgAAyGTy588pU6a8pRsXFhYtY8euoZcBAAAAAADAxn766aDas+eiblyrVlWka9daPEoFAACkiU6dXtU6dHhFN+7o0Wvyww/76UMCAGQIFKoAAIAsYf/+S+rXXw/rxlWpUky8vFrQ8QAAAOyiQ4dXtPbta+jG7drlL6tWHaOjAQAAAAAAwEZu3AiRr7/eohuXP39OmTmzG31FAAAgTc2c+bZWpEge3bipU3+TixfvGp0uAAC6KFQBAACZXlhYtIwYsUKUsjzW08XFSebN6605OzsanTIAAMjEpk3rqhUsmEs37osv1smdO0+MThcAAAAAACDDM5mUDBvmqyIjY3Vjp0/vKtbcuwEAALAld3c3mTOnh2ia5XrZuLgE8fJaruLjE41OGQAAiyhUAQAAmd7YsWuUNYM8x45tJ56eRYxOFwAAZHL58uWQmTO76caFhcXIiBErlF6xLQAAAAAAACz79tvd6ujRa7px3bvXlnbtqvM0FQAAYIhGjSpoPXvW0Y07d+4vmT9/Nx1IAIB0jUIVAACQqW3bdk5t2HBSN+6110rLBx80pOMBAACkiVatqmidOr2qG7d//yVZufIoHQ0AAAAAAAApdOHCHZkzZ4duXJEieWTixI70FQEAAENNmtRZK1WqgG7cvHk75fTpW0anCwCAWRSqAACATCskJELGjFmlG5c9u4vMm9dLc3Tk1AgAAKSdqVPf0goVyqUb9+WXGyQo6LHR6QIAAAAAAGQ4cXEJ8sknPio+PtFinKZpMnt2d8mdO7vRKQMAgCzO2jEsCQkm8fJarmJi4o1OGQCAJDEaEwAAZFojRviqkJAI3bivvuok1sxGAQAAYEt58+aQb77prhsXHh4jw4evUErxYBUAAAAAAIDkmDlzmwoIuKMb9/77DaRx44o8TQUAAKQLr71WWj74oKFu3JUr92XGjK10IAEA0iUKVQAAQKa0fPkRtXv3Bd24Ro0qSK9er9PxAAAADNGiRWWtS5daunEHD14WH58jdDQAAAAAAABY6cSJG7J48V7duLJlC8n48W/SVwQAANKVsWPbaZ6eRXTj/u//9skffwQanS4AAP9BoQoAAMh0bt9+JF99tVE3zt3dTebM6aFpGn0PAADAOFOnvqUVKZJHN27ixA1y40aI0ekCAAAAAACke1FRcTJ06HKVmGiyGOfk5CDz5vXSsmVzNjplAACAf3BxcZJ583przs6OFuNMJiXDh/uq8PAYo1MGAOAfKFQBAACZSnIuwGfOfFusGRQKAABgT+7ubjJjxtu6cVFRcTJ69CqlFA9WAQAAAAAAsGTSpI3q+vVg3bhPPmkur75a0uh0AQAAklSlSjEZOrSFbtzTCV3pQAIApCsUqgAAgExlyZJ9yppHmnbs+Ip06PAKj1IBAADpQvPmlbTu3Wvrxh08eEV+/vkPOtYyVwcAAIAASURBVBoAAAAAAADM2L//kvrll8O6cZUrF5Nhw1rSVwQAANI1L68W2iuvlNCNW778iOza5U8fEgAg3Xh+wc1snAAAIKO7cuW+tGo1W8XExFuM8/BwFz+/0VrevDmMThkAAOC5sLAYadp0hrpz54nFuOzZXWT37lFaqVIFjE4ZAAAAAAAgXQkLi5amTWfq3l9xcXGSbdtGaJ6eRYxOGQAAQFdg4ANp2XKW7niYAgVyip/fGK1AgZxGpwwAyMI07e8SFZ6oAgAAMoWEBJN4eS3XvSgXEZk1q7tQpAIAANIbd/ds4u3d8/lNG3OiouLEy2u5MpmYdAQAAAAAAOBF48at0S1SEREZM6atUKQCAAAyinLlCsm4ce1040JCImTMmFV0IAEA0gUKVQAAQKYwd+5Odfr0Ld24d96pJ82aVeIx7gAAIF1q0OBlrWfPOrpxx45dl6VLD9DRAAAAAAAA8NT27efU+vUndeNee620fPhhI/qKAABAhvL++w21+vXL6cZt23ZONmw4SR8SAMBwzy+8leJ3CQAAZEznzv0lb745V8XHJ1qMK1Eiv+zePUrLmdPV6JQBAADMCg+PkaZNZ6qgoMcW49zcXGT37pFa6dIFjU4ZAAAAAADAUA8fRkiTJjNUSEiExbjs2V1k9+5RWqlSBYxOGQAAINnu3n0iTZrMVGFh0Rbj3N3dxM9vtFa0aB6jUwYAZEGa9neJCk9UAQAAGVpcXIJ4eS3XLVJxcNDE27snRSoAACDdy5Urm3h793x+88ac6Og48fLyVYmJJqNTBgAAAAAAMNSYMat1i1RERCZO7CQUqQAAgIyqSJE8MnFiR924sLBoGTFihWICewCAkShUAQAAGdrUqb+pixfv6sYNGtRE6tYta3S6AAAAVnnjjfJanz51deOOH78uP/xwgF4GAAAAAACQZfn6HlFbt57VjWvYsIL07v26ZsUqAQAA0q0ePepobdtW043bv/+S/PrrYfqQAACGeX4BTuUkAADIaI4evSZvvfWdMpksn8eUL+8hO3eO1FxdnYxOGQAAwGpRUXHSvPk36saNEItxrq5OsmPHp9rLLxc2OmUAAAAAAIA0dfv2I2ne/BsVHh5jMc7d3U327BmtFSmSx+iUAQAAUu3hwwhp0mSG7hPlsmd3kV27RmqlSxc0OmUAQBaiaX+XqPBEFQAAkCFFRsbKsGG+ukUqTk4OMm9eL4pUAABAhpM9u4t880137dlNHHNiYxPk009XqMREk9EpAwAAAAAApBmTScnw4b66RSoiIjNmvC0UqQAAgMwif/6cMnNmN924qKg48fLypQ8JAGAIClUAAECGNGHCet3ZxUVERoxoJTVqlDA6XQAAgBSpX7+c9OtXXzfuxImbsnjxXh6XCwAAAAAAsozvv9+v/vgjUDeuTZuq0rHjK5oVqwQAAMgwWreuqr31Vk3duOPHr9OHBAAwxPMLcaX4HQIAABnDrl3+qm/f73XjqlV7STZv9tKcnR2NThkAACDFoqPjpFmzb3SLdF1cnGTHjk+1ChUKG50yAAAAAACAXQUGPpCWLWepmJh4i3EeHu7i5zday5s3h9EpAwAA2FxYWIw0azZTBQU9thjn4uIk27YN1zw9ixqdMgAgC9C0v0tUeKIKAADIUB49ipRRo1bqxrm6Osm8eb0oUgEAABmem5uLzJvXS3NwsDzxZ1xcggwd6qPi4xONThkAAAAAAMBuEhJM4uXlo1ukIiLyzTfdhSIVAACQWbm7Z5M5c3o8HxBszt99SMvpQwIApCkKVQAAQIYyfvwa9eBBuG7c55+3F2YTBwAAmcVrr5WW995roBt37txfsmjRHh6bCwAAAAAAMq1583aqU6du6cb17l1XmjevpFmxSgAAgAyrQYOXtXffracb5+8fJN7eO+lDAgCkmecX5Erx+wMAANK3detOqCFDftWNe+ON8rJixWDdWccBAAAykujoOGnRYpa6di3YYtzfj28foXl6FjE6ZQAAAAAAAJs6fz5I2rXz1p0NvESJ/LJ79ygtZ05Xo1MGAACwO2v7kJycHGTDhqHaq6+WNDplAEAm9uxJXzxRBQAAZAj374fK55+v043LlSubzJnTkyIVAACQ6bi5uci8eb00R0fLt3Pi4hLEy8uHx7cDAAAAAIBMJS4uQYYO1b/n4eCgibd3T4pUAABAlmFtH1JCgkmGDPlVRUbGGp0yACALoFAFAACke0op+fTTlerJkyjd2EmTOkvx4nmNThkAAMAuatYsJR980FA37vz5IPnf/37n8bkAAAAAACDT+Prr39TFi3d14wYObCx165Y1Ol0AAIA0VbNmKRk8uIlu3I0bITJt2hb6kAAAdkehCgAASPeWLftD+fkF6Ma1bFlFunevzaNUAABApjZ2bDutQoXCunHe3jvl3Lm/jE4XAAAAAAAg1Y4duy4//HBAN658eQ8ZNaoNfUUAACBLGjWqjebpWVQ3bunSg7J370WKVQAAdkWhCgAASNdu3nwoU6du1o3Lly+HzJzZjY4HAACQ6bm4OMns2T10H98eH58ow4f7qvj4RKNTBgAAAAAASLGoqDjx8lquEhNNFuOcnBxk3rxeWrZszkanDAAAYAhnZ0dZsOAdzdXVyWKcUkpGjFghoaFRRqcMAMjEKFQBAADplsmkZPhwXxUREasbO21aVylUKJfRKQMAAKSJV18tKQMHNtaNu3Dhjsyfv4sZsQAAAAAAQIY1YcJ6deNGiG7csGEtpUaNEkanCwAAYKgKFQrL8OGtdOPu3QuVL7/cQB8SAMBuKFQBAADp1oIFfurIkau6cV271pL27WvwNBUAAJCljB7dRqtYsYhu3Lx5u+TMmdtGpwsAAAAAAJBse/deVCtW/KkbV7Vqcfnkk+b0FQEAAIjIkCHNtDp1yujGrVp1TH777QzFKgAAu6BQBQAApEuXL9+T2bO368YVLpxbJk/uTMcDAADIclxcnGTevF6as7OjxbiEBJN4eS1XsbEJRqcMAAAAAABgtcePI2XYsOWilOWxk66uTjJ/fm/deyQAAABZhYODJnPn9tJy5HDVjR07drUEB4cbnTIAIBOiUAUAAKQ78fGJMnSo/mBKTdNk9uwekjt3dqNTBgAAMETVqsVl8OAmunGXL9+TefN2MSMWAAAAAADIMMaNW6MePNAfNPnZZ+2lQoXCRqcLAACQrpQsmV/Gj39TN+7Ro0gZPXoVfUgAAJujUAUAAKQ7s2ZtV2fP3taN69fvDWnSpCJPUwEAAFnap5+21jw9i+jGfffdbjl9+pbR6QIAAAAAAOhav/6k2rTptG5cnTpl5L33GtBXBAAAkIR+/eprTZt66sbt2HFeVq8+RrEKAMCmnl+s6z0qFQAAIC2cOHFTOnWarxITTRbjSpbML7t3j7LqMaUAAACZnb9/kLRt663i4xMtxpUv7yE7d47UXF2djE4ZAAAAAAAgSffvh0qTJjPVkydRFuNy5comv/8+WitePK/RKQMAAKRb9+79fW4VGmr53Mrd/e9zq2LFOLcCAKSOpv1dosITVQAAQLoRHR0nXl4+ukUqDg6azJ3biyIVAACApypXLiaffNJcN+7Klfsye/Z2ZisBAAAAAADpklJKRo5cqVukIiIyaVJnoUgFAADAssKFc8vkyZ1148LCYmT48BWKSe8BALZCoQoAAEg3pkzZrK5dC9aNGzKkmdSpU8bodAEAANKVYcNaatWqvaQbt2CBnxw9es3odAEAAAAAAP7jl18Oq99/D9CNa9GisnTvXlszOl8AAICMoGvXWlr79jV04w4evCw//XSQShUAgE08v2inChIAABjp4MHLqnv3RbrnJJUqFZVt20Zozs6ORqcMAACQ7ly4cEfatJmj4uMTLcaVLVtIdu0aqWXL5mx0ygAAAAAAACIicuvWQ2ne/BsVERFrMS5fvhzi5zdGK1Qol9EpAwAAZBiPHkVK06Yz1IMH4Rbj3NxcZOfOT7WyZQsZnTIAIIPStL9LVHiiCgAAMNzTx4fqFqm4uDjJt9/2pkgFAADAjEqVioqXVwvduKtXH8g332xj1hIAAAAAAJAumExKhg3z1S1SERGZNq2rUKQCAACQPPny5ZCZM7vpxkVHx8nHH/+qOykaAAB6KFQBAACG+/zztSoo6LFu3KhRrcXTs6jR6QIAAKRrQ4e20GrUKKEbt3jxXvnzz2tGpwsAAAAAACALF/qpI0eu6sZ16VJL2revoRmdLwAAQEbUsmUVrXv32rpxZ8/elgUL/JjwDACQKs8v3vVmMAcAALCHHTvOq/79f9CNq1mzlGzY8Inm6EidLQAAgJ4rV+5Ly5azVGxsgsW4kiXzy++/j9ayZ3cxOmUAAAAAAJBFXb58T1q1mq17H6Nw4dzi5zday5Mnu9EpAwAAZFjh4THSrNlM9ddflieUdXJykM2bh2nVq79kdMoAgAxG0/4uUWGkJwAAMMzDhxEyevQq3Tg3NxeZP78XRSoAAABWKl/eQ4YNa6kbd/PmQ5k5cyuzlwAAAAAAAEMkJJjEy2u5bpGKpmkya1Z3oUgFAAAgdXLlyibffttHc3Cw/JA6a8/TAAAwh9GeAADAMGPHrlHBweG6cV980UFKly5odLoAAAAZyscfN9NeeaWEbtz33++Xw4evGp0uAAAAAADIgmbP3q7OnLmtG9e3bz1p2tRTs2KVAAAA0FGnThnp37+Bbtzly/dk1qztTHgGAEgRClUAAIAhVq48qrZsOaMb16DBy/Luu/XoeAAAAEgmJycHmTevt+bq6mQxzmRSMny4r4qMjDU6ZQAAAAAAkIWcPXtbFizw040rWTK/fPZZe/qKAAAAbOjzz9trFSoU1o1buNBPjhxhwjMAQPJRqAIAANLc3btPZOLEjbpx7u7ZxNu7p6Zp9D0AAACkRLlyhWTkyNa6cbduPZRp07YwIxYAAAAAAEgT0dFx8vHHv6r4+ESLcQ4Omsyd20vLkcPV6JQBAAAyFVdXJ5k/v7fm7OxoMc5kUjJsmK+KiGDCMwBA8lCoAgAA0pRSSj79dKUKDY3Sjf36665StGgeo1MGAADI0AYPbqrVrl1GN27p0oOyf/8lilUAAAAAAIDdTZnym7p69YFu3McfN5M6dfTvawAAACD5qlYtLkOGNNONu3XroUyZsok+JABAslCoAgAA0tSPPx5Qe/de1I1r3bqqvPVWTR6lAgAAkEoODprMnt1dy5bN2WKcUkpGjVolzIgFAAAAAADs6eDBK+qnnw7qxr38cmEZMaIVfUUAAAB2NHx4K61GjRK6cb/8clj8/AIoVgEAWI1CFQAAkGauXn0gX3+9RTcuf/6cMnNmNzoeAAAAbKRs2UIyenRb3bjbtx/J1Kmb6WQAAAAAAAB2ERYWI8OH+4pSlm8/ODs7yoIF72iurk5GpwwAAJCpOTk5yLx5vaya8OzTT1fKkydRRqcMAMggKFQBAABpIiHBJF5ey1V0dJxu7IwZb0uBAjmNThkAACBT+fDDRtrrr5fVjVu27A/Zu/cixSoAAAAAAMDmJkxYp4KCHuvGjRrVRipVKmp0ugAAAFlC+fIeMmpUG924+/dD5bPP1tKHBACwCoUqAAAgTXz77W518uRN3bgePepI27bVeJoKAACAjTk4aOLt3VPLkcPVYpxSSkaMWCFhYdFGpwwAAAAAADKRHTvOq9Wrj+nG1axZSgYPbkJfEQAAQBoaOLCxVreu/oRn69eflE2bTlOsAgDQRaEKAACwO3//IJk7d6du3Esv5ZOvvupExwMAAICdlCyZX8aMaasbd+9eqEyevJlOBgAAAAAAYBOPHkXK6NGrdOPc3Fxk3rxemqMjw1kAAADS0rMJz3LmdNWNHTdujTx4EG50ygCAdO75QFCl0n7swcKFC1VgYKDR+wAAANiRySSyY4dJnjyxHKdpIk2aOIiHh9EZA4B5s2fPppgOyXL+/HlZunQpg/2Rrigl4udnkgcP9GMbNdKkaFG++gAgMyhfvrwMGjSIL3WkyuHDh9WaNWuMTgMAAGRAhw4puXVL/zZZrVoOUr680dkCQNqaNWuWpmlcssN6/v7+8uOPP9L/BLsIDFRy7Jj+4VWkiCaNG/PdBQDpWbly5WTw4MFp/mX97NzW0EKVJk2aqL1796b5dgEAQNpxdS0l+fJ1lBdOO5IUGXlKwsL2GZ0uAFhkMpnoKECyrF+/Xr311ltGpwH8h6NjbilYsI9omrPFuNjYG/Lo0Qaj0wUA2ECTJk3Ez8+Pk1mkysKFC9VHH31kdBoAACCDcXLKKwUK9LLiPsQtefRondHpAkCaS0hI0BwdHY1OAxnIxo0bVadOnYxOA5lYvnydxNW1lMUYpRIkJGS5JCQ8MjpdAIAZjRs3lj179hhWqMKzUgEAgF3Fxt6QkJBVkpDw2GxMQsIjCQ8/ZHSqAAAAWUZiYqiEhx+0EGGSiIjj8vjxZqNTBQAAAAAAGVxCwmMJDv5F4uKCzMYoFSuhobuMThUAAAAi8uTJLjGZYswuj4+/R5EKAEAXhSoAAMDu4uPvSkiIj0REHBeRfz/FzSRPnuwUpRKMThMAACBLiYw8I7GxN//z/wkJjyQkZJWEhx8UpRKNThMAAAAAAGQCiYlh8vDhGgkL25fk/YbQ0D2SmBhudJoAAAAQEZMpUsLC9iS1RCIijj+dsJYiFQCAZRSqAACANKFUgoSHH5RHj9ZLYmLE8/+PiDgq8fH3jE4PAAAgSwoN/V2Uinv6LyVRUeckJGQ552cAAAAAAMAOlERGnnp67+HB8/+Nibkq0dEXjU4OAAAAL4iOviTR0Zef/zsh4aGEhKyQ8PCDImIyOj0AQAbgZHQCAAAga4mNvSXBwb+Iu/sb4uzsIeHhR41OCQAAIMtKTAyTsLCDkjNnTXnyZKfExQUZnRIAAAAAAMjkng1yzJWrtmTPXlVCQ383OiUAAAAkISzsd3FxKSIxMVclPPxAkk/GAwDAHApVAABAmlMqVkJDfxdNcxFmWQAAADBWVNRZiY6+IEolGJ0KAAAAAADIMkwSHn5EIiJOvvC0VwAAAKQnJlOsBAf/wvkaACBFHIxOAAAAZF1cyAIAAKQPFKkAAAAAAAAj0FcEAACQvnG+BgBIqXT9RBUPDw8pXbq00WkAAAAAyAIePXokly9fNjoNZEF16tQRTdOMTgMAAGRw169fl/v37xudBrI4JycnqVWrltFpAAAAAEC6Qf8TjEL/EwAAmV967xtK14UqnTt3loULF3K2BAAAAMDuVq9erbp162Z0GsiCDhw4oDk7OxudBgAAyOAGDRqkFi9ebHQayOLc3d3l8OHD9OsAAAAAwFNr165VXbt2NToNZEH79u3TXF1djU4DAADY0eDBg9WiRYuMTsMsB6MTAAAAA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