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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--">¶</a></h1>
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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-">¶</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-!-">¶</a></h2>
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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">¶</a></h2><div class="highlight"><pre><span></span><span class="n">planet</span> <span class="o">=</span> <span class="p">{</span>
			<span class="s1">'mass'</span><span class="p">:</span> <span class="mf">2.3</span><span class="p">,</span>
			<span class="s1">'name'</span><span class="p">:</span> <span class="n">mars</span>
			<span class="p">}</span>
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			<h2 id="-Is-it-enough-?-"><center> Is it enough ? </center><a class="anchor-link" href="#-Is-it-enough-?-">¶</a></h2>
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			<h2 id="-Clearly-not-"><center> Clearly not </center><a class="anchor-link" href="#-Clearly-not-">¶</a></h2>
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			<h1 id="-Object-oriented-programming-"><center> Object oriented programming </center><a class="anchor-link" href="#-Object-oriented-programming-">¶</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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			<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">¶</a></h2><ul>
			<li>A <strong>Class</strong> is a type definition: a blue print used to create objects</li>
			</ul>

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			<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>
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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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			<h2 id="Cat-example">Cat example<a class="anchor-link" href="#Cat-example">¶</a></h2>
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" width="100%"/>
			</div>

			</div>

			</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="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="k">print</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="s1">':I am born'</span><span class="p">)</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="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">+</span>
			<span class="s1">':MIAOU'</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">¶</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">'kitty'</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>

			</div>
			</div><div class="split" style="width: 45%;padding: 2.5%; float: left">

			<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
			<__main__.Cat object at 0x7fe2df3afeb8>
			<class '__main__.Cat'>
			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">¶</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">'MIAOU'</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">'kitty'</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">'I am dying'</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">¶</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>
			<div class="slide" style="float: left"><div class="full" style="width: 100%; float: left">

			<div class="cell border-box-sizing code_cell rendered">

			<div class="output_area">

			<div class="output_html rendered_html output_subarea ">
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" 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" width="30%"/>
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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>
			<div class="slide" style="float: left"><div class="full" style="width: 100%; float: left">

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			<div class="output_area">

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812olpOePLkifTu3VsNHz48S8lNprh//74MHTpU+vbtq1JTUy16PikpKdKnTx81fvx4yW5iX0pKigwePPipLR3u3r0rjRo1UkuWLDFLn3/66Sfp37+/WZNGwsPDVWBgoFq0aJHu9k9ZcfnyZenZs6cMHDjQ7Elba9euNfh6aGioWdv5r7Zt22aqPwAAAMhfSIoAAAAA/mHUqFHqww8/tOjk64kTJ6R169bq4cOH1j5dg/78809p2LCh2r9/v9nrfvz4sfTu3VtWrVplM5Nq2ZGeni59+/ZVX375pVjyydt9+/ZJhw4dVFZX+7CmNWvWqFdffdXa3ci0CxcuSJMmTZS5ntT+S1JSknTq1ElOnDiRrXoeP34sHTt2VIsXLzZr/5KTk2XAgAGyZMmSPPkd37Jli2rVqpWYO3Ft//790rp1axUXF2exvqempspLL72k3n//fYv9hj18+FB69+4tY8eOzZOfryHPPfec1qtXL934/ybUVW5OykpLS5MXXnhBLV++PEfaW7p0qYwYMcJi10B6err069dP/fjjj2arUyklw4cPl/379yuR/1vFqmnTpioiIsKsfV+9erV8+eWXZhmbFStWqBYtWsitW7fM2sd/+u677yQ4OFjdu3fPLPWlpKTIpk2bDMaeffZZi52HiEjz5s0Nvr5582axdBIPAAAAcj+SIgAAAGCSuLg48fHxUf8tr776qs1MjHz55Zfq66+/zpG2Tpw4Iblx7O7fvy+tW7dWf/zxh8XaSEtLk759+8rx48dz3fnntIkTJ5p10seYvXv3ygcffJCnxvzcuXMyYMAAsz4dmxMePHggHTp0UHfv3tU9xsXFRcqVKyf16tWTwMBA8fX1Nbn++Ph4GTZsWJafRv4rGWfr1q0WOX+llAwcOFB+++23PHW9HT58WLp37y6PHj2ySP3Hjx+Xrl27WuQJ+/T0dBkwYIBatmyZpYdJRESmT58u7733Xp76fI358ssvNR8fH934wYMH5auvvsq15ztlyhS1bt26HG1zwYIFsnbtWouMyVtvvWU0wcPX11eCgoKkXr168swzz4idnWl/3kxOTpaXX35Z7t+/L+3atVPGtstwdXWVihUrSr169aRSpUri6upqcv8//vhjye42GmvXrlUvvfRSlrcuy4yIiAgJDQ01y4pSe/bsMViPi4uLNGzYULPkeQQHB2vOzs5Pvf7gwQPZs2dPrv3+AgAAIGc4WLsDAAAAyBuUUvLgwYOnXrfU5FFOu3Dhgrz11lsZHufq6iodOnSQJk2aSLVq1cTPz09zc3OTlJQUuX//vjpz5ozs3btXVq9eLRk9Efzdd9/J0KFDpU6dOgbjVatWlSFDhjz1+pEjR3T3iG/cuLFUqVLFYKxRo0ZG+5Oeni59+vQxec/40qVLS/v27aV+/fpStmxZcXFx0ZKTk9W1a9fk8OHD8vPPP+tuB5GUlCSvvPJKJj8l23LkyBGZMmVKhsd5eHhIx44dJSQkRKpWrSp+fn6ai4uLJCcny/3791VUVJSEhYXJ2rVrM5yE+fzzz2Xw4MFSvnx5g/HatWsbvObCw8Pl1KlTBt/TsmVLKVu2rG59WfXkyRN5/vnnlaWWgbekfv36Gfwe+fv7y0svvSTPP/+8Vq1atafip06dknXr1qnZs2eLsYQKkf9b/eOnn35SPXv2zPQk0+TJk9Xq1aszPM7Ly0u6desmTZs2ldKlS0uxYsU0JycnefDggURFRant27fLunXrxNCqNykpKdK7d28ZOHBgjo59Vt27d086deqkTJnIrFu3rnTu3FmCgoKkePHiWqFChSQlJUUuX76sDh06JGvWrJHjx48bfO/OnTtlwoQJZp+cmzRpklq6dGmGxzk4OEjjxo2lQ4cOUrVqVSlWrJjm4eEh9+7dk5s3b6o9e/bI2rVr5fLlyxnWNWXKFClevLgaMWKE7jXo7u5u8J5y//593SXtS5YsKc8995zBWMGCBc09dCIiUrhwYZkxY4YMGDBA95j3339fOnfuLKVLl7ZIH7Lq4sWL8tFHH2V4nIODg7Rs2VKaN28u1apVk+LFi2vu7u7i4OAgSUlJEh0drS5cuCDHjx+XDRs2yKVLlzKs8+2335bOnTubnJRgirVr18qMGTOeet3Pz09GjBghvXr10ipVqvSvWHR0tGzcuFFNmzZNzpw5Y7T+s2fPStWqVQ1uY2Zvby99+vSRPn36SPPmzTV7e/u/Y0lJSRIWFqZmzJgh27ZtM9rG/fv35bvvvlOjRo3KUhLAsWPHpHfv3iatblChQgXp1KmTNG7cWIoWLSpFihTREhMT5fr16+r06dOybt06CQ8PzzC58NixY9K5c2e1Y8eOf513Zv3yyy8GXw8ODhYXF5cs12sKV1dXqV+/voSFhT0V27Bhg+5KEgAAAMgnlFIUCoVCoVAoebLMmTNHiYhu8fHxUdbuoy2V/yVEPDXOgwcPtolx7tWrl9HrycnJSb399tsqLi7OpPoSExPlnXfeUQ4ODkbr7dmzZ6bH739P+xssc+bMyfLnMWPGDKN9/asEBASodevWqbS0NKP1paeny6+//qoCAgJMqvefpWHDhpk+j8DAQKN1VqlSJctjExoaarRuDw+PTNfdqlUro3W6ubmpyZMnq8TERJPqi4uLk1GjRilN04zWO3z48Ez39X/LpBssK1euNPu4vvzyy2r8+PFGv4/BwcHqrbfeUj///LM6cOCAunDhgsTGxhptz9/fX7fOR48emdzv1atX69YzefLkp15zdHRU7777rsltPHz4UPr06ZPh96Rt27aZHvt9+/ZleF/669pLSEjIsL6YmBgZN26ccnR01P2sDL1uZ2eXq347OnbsmOF4N2jQQO3bt8+kfu/cuVNVq1ZN99z1PoMJEyZkely2bt2q7OzsjPbd3t5evfzyy+r69esm1bllyxYVFBSU4Zi4urqq06dPZ3q8jx49Knp1tmnTJlvXhrHfAmPjm56eLi1atDD7d+6/xdi/N7p165bp+vv162e0z3Z2dmrw4MHq9u3bmap327ZtqmbNmhleA7/99lum+3zt2jXdz9/Qb9iQIUNUTExMhvWmpKTIyJEjM/1vDhFRderUUcePHzep/99//73uPS+713FcXJyUKVMmw/7Wrl1b7dixw6Q2rl69Kr17987w3wcioqZNm5ata1yv7x999FGO3PP/l3T2VClfvnyu+s3JrcXHx8fo9ZGd/86gUCgUCoVCsXaxegcoFAqFQqFQslpIisjZYstJEbdu3RJjf9z28vJSu3btytJ5Ll++3Ohklaenp3ry5Emm6rREUsSNGzfEw8Mjwz+Wjx49OtP9/d+qEJmanLD1pIizZ8+KscmJwoULq8OHD1vk3liyZEmVnp6eqTpzOimiXr16BiecihcvrmbPnm1yctJ/S04kRfw3CcDd3V2FhYVlaYxGjRpl9LN0dnbO1FikpaVJRpOcpUuXVidPnsx0X8PCwlRGkyn/nai19r3/r7J+/foM+/vGG2+o1NTUTN/7MpqwzsykvaGSmJiY4QRq0aJF1YEDBzI93qmpqfLhhx9mOJFat27dDJPk/ltyY1KEUkouXrworq6uRs932bJl2eqfOZMiYmJixMXFRbc+BwcHtXTp0iz39/Hjx9KjRw+j4/H6669nun5jSRH/LJqmqRkzZmS6/sx+79q1a2dyAuJfZeHChUbrdHd3VykpKZke8zFjxmR475w2bVqmf8f/uk/7+fkZrd/JyUlFRUVl6Xr5888/dT/XrVu35sg9f9OmTbrnZmpSWH4uJEVQKBQKhUKx5cL2GQAAAMj3fv31V5WSkqIbnzNnjjRr1ixLSyD36tVL27Vrl1qwYIHBeHx8vISFhamWLVtadJ/ljPz1VLgxb7/9tkydOjXT/XR2dpZ58+ZpIqLmz59vsXPo0aOH0S1CihUrluW627ZtK/7+/rrxzC4J/fPPPyullMGYpmmyePFi3W1VMjJs2DBtx44das2aNQbj169fl4iICKlZs2aWx8PSDh069NRrAwcOlC+//FIrUKCAtbtnVHJy8t//u0CBArJ582Zp3Lhxlr7fX3zxhXbgwAF1+PBhg/EnT55IVFSUCg4ONqn+H374Qelt6yDyf8vTb9u2TatYsWKm+xoSEqL98ssvqmXLlpKUlGTeQbWgtLQ0GTt2rNFjRo4cKdOnT8/Sve+7777TEhISlN5WEdk1ffp0ZWyri0qVKsnWrVu1rGz5YG9vL+PHj9fKlSun+vfvL3q/k4cPH5Z169apbt26WfV3zBzKlSsnEydONLqd1quvvipt2rQRX19fa3dXtm7dqox93yZOnCi9e/fO8ufi4uIiixcv1qKiopTethQZbVeRHR988IG8/vrrme7/V199pW3cuFHdv38/w2ODg4Nl3bp1mqOjY6baGDRokLZy5Ur122+/GYw/fPhQrly5ortdlSGnT5+Wr776Sjfu6OgoP/74o3Tv3j1Ln2lISIh24MABCQ0NVRcuXDB4THJyskycOFGtWrUq023s379f6cWqV6+eI/eH/7VjsB/79+9XWR07AAAA2ABrZ2VQKBQKhUKhZLWwUkTOFlteKWLAgAG611FgYGC2z+/y5ctGVwWYMmVKptow90oRt27dMvqkqYiooUOHZnscUlNTpVOnTiY9tZmVlSLyUjG2VH+TJk2yfe5HjhwRY+M7f/78TLWR0ytF/Ld88MEHZrkecmKliH+WWbNmZbvfW7duNdrG6tWrTWojPT1djG1l4+DgoA4dOpTtMV6+fHmeWinip59+MtrPDh06ZHoVhP+WR48eSZ06dcy+UkRcXJwULFhQty4vLy917tw5s4zTzJkzjfa7Ro0amXpyPbeuFKHU/23BkNGKKn379s1yH825UsTQoUN16ypdunSmV3bSK8ZWRahRo0amx8KUlSKaNWuW6dVZ/lneeeedDL9vPj4+6s8//8xyG5s3bzZaf2ZXaOndu7fR+mbOnGmW++a5c+fEy8vL6P351KlTma73tddeM1hfkSJFcvR+r7caxhtvvJGj/ciLhZUiKBQKhUKh2HKxEwAAACCfO3/+vG6sQ4cO2a7/mWeekcDAQN34rVu3rHr+ixcvNvqkadmyZeXzzz/P9pN19vb2smDBAs3b29uq55sbWPqaq127thQvXlw3bu1rLjN69OghkyZNynNPdoaEhMiIESOy3e+WLVtqhQsX1o3fuXPHpHq2bNmijD3RPWLECKlbt262z7tXr15ay5Yts11PTpk5c6ZuzM3NTb766ivNzi57fzpxdXWVWbNmiaaZ9zL+9ttv1f8SFg365ptvJCurfhgyZswYrXv37rrxiIgI2bNnj8pElbmWg4ODLFy4ULO3t9c95ocffpDt27db/XxPnDihG+vbt684OTmZpZ1WrVrpXrym3oMya/r06UY/g4y0a9cuw2PefPNNKVWqVJbbePbZZzU3NzfdeHR0tMl1Xb9+XVasWKEb7969u4wZM8YsN5GKFSvKt99+qxtPT0+Xr7/+OtPX9/79+w2+Xr16dXN022TVqlXLVP8AAACQP5AUAQAAgHzP2KRSyZIlzdKGsYkpa09QL1261Gj866+/FldXV7O0VbhwYfnggw+ser65gbFrrkSJEmZpo0KFCroxa19zpvL09JSvvvoqzyVEiIhMmjRJsjuZLiJiZ2cnTZo00Y0b2/rnn5YtW6Yb8/Pzk4kTJ5ptnKdPn57tRIKccOnSJaOTZG+//bbRbXMyo2HDhlqPHj3M2v/Fixfrxho1apTlJfb1fPbZZ5qxSfb169eb9fysqXbt2vLqq68aPWbo0KHy6NEjq/bT2NYprVq1Mls7xpLsUlNTzX5ebdq0kdq1a2erjtq1axtNqvD29s524pqTk5PRraiePHlicl1Lly5VaWlpBmOOjo7yySefmPX73K1bN83Yb8v69etFKdPzIp48eSJ62zPpJSlYil4SxrFjxzL1mQAAAMC25P6/UgAAAAAWZuyP5nFxcWZpY8mSJVpMTIzB8v3331tt0vfSpUsSFRWlG2/UqJGEhoaatX8jR47UihQpYq1TzhWMXXPx8fFmaePXX3/VveZmzJiRJxIN+vTpI8ZWScitAgICpFmzZmYb4+wmZyUlJRmdsB4wYICYcwWX6tWrS15YLeKnn35SepN+Tk5OZlnp45/eeOMNs9V1+vRpiYyM1I1/+OGH5uy6iPzfqkcvv/yybvyXX34xe5vWNGnSJK1MmTK68T/++OOv7aysxsvLS8qWLWuwBAUFme36dXR0zNHzMrYqialcXFyM3tdCQ0PF09Mz2+0ULVrULOe8fPly3diAAQOkbNmyZmnnn4zdJ27cuCHHjh0zua4LFy7oJhwYS9K0BL32kpKS5MKFCznaFwAAAOQeJEUAAAAg3/Px8dGNbdq0ySxtuLm5ScGCBQ0Wd3d3q517Rst/Dxw40OxtOjo6ygsvvGC1c84NcuKac3d3173mChQoYO0hMEmfPn2s3YUs6d+/v1m3SjB2vZhi37596uHDh7rxPn36mD1JpmfPnuau0uy2bdumG2vbtm22x/2/6tata3SSPTO2bNmie+8uXbq0NG/e3CKJT71799aNXbx4MVPbBeR2BQoUkLlz5xo9ZubMmXL06FGr9fHMmTPapUuXDBZzJjpZYjUIY9q0aWOW6zejpAhLt2GqGzduyMmTJ3XjAwYMMEtf/6tJkyaasaS7AwcOmJz0c/HiRd1jzbXqmqmMbYly6dIlq297AwAAAOsgKQIAAAD5nrFlocPDw+WHH36w2T+ghoeH68bc3d2lR48eFplYs8QkbF5i7JrbsGGD/PrrrzZ7zZmqVKlS0qBBgzx5nRhbkjwrsptgsWPHDt1Y1apVJSgoyOxj0KVLF6NbLVjb48ePjW6dYYnELU3T5PnnnzdLXb/99pturEuXLmZNyvmnhg0bar6+vrrxEydO2NS9q02bNtpLL72kG09LS5NBgwapnE4ayGnXr1/PsbYKFChgdFI7M4xt4xMQEGCWNoyt/GSqHTt26K5aU7x4calXr55FvtCapkm7du1048YSNf7r0qVLurFSpUrl6G95yZIlddsz1k8AAADYNpIiAAAAkO+FhIQYjQ8cOFBmzZql0tPTrd1Vsztx4oRurFGjRhZbxaJ27dqSn7fQMHbNKaWkR48esmjRIpuaXMysGjVqWGxi15JcXFykZs2auarjxp5kb9SokUXaLFiwYI7vI58ZUVFRRveWb9y4sUU+w6ZNm5qlHmOfaevWrS3RdRH5vwng2rVr68YzM4maV3z++edaoUKFdOMREREyY8YMm75fL168OMfOL6f+bVCkSJFcc5829n1u1aqV0eSO7KpXr55uzNi/Ef/r4sWLurHctFKEsX4CAADAtpEUAQAAgHyvTZs2mrEn/VJTU2XMmDFSr149tWrVKmVsIi0vSU9Pl7Nnz+rGjf2h3Bxq1apl7SGwmueee87oZExSUpIMGDBAQkJC1IYNG2z+KWRDqlatau0uZElAQIA4Oztbuxv/YmyiumbNmhZrNzcnRRhb0aBw4cJSokQJS41Jtidib926JXfv3tWNV65c2aKTvcWKFdON/fnnn5Zs2ioKFSokX3zxhdFjJk2aZJOTrenp6TJ//nz18ccf51ibnp6eOdKOl5dXjp1TRiIiInRjlStXtmjbxr7P165dM7kevRUY/trKKyf5+PiIm5tbpvoJAAAA20dSBAAAAPK9smXLmrRU+tGjR+X5558XPz8/1aNHD/XDDz+o+/fvW7v7WXb37l1JTk7WjdetW9ei7efnpIhatWpJ27ZtMzxu79690rFjRylcuLB68cUX1YoVK1RsbKy1u58jKlWqZO0uZImxJ8qt4eHDh3Lz5k3deH5Nirhw4YJurEaNGhZrt0SJEtm+Ri5evKib0OHi4iKlS5e2WP9FRIxtn3Hv3j2Ltm0tffr00dq0aaMbf/z4sbzyyiu6WyDkJbGxsRIWFqamTp2qgoKC1NChQyUlJSXH2s+LKwRll7GJ+ooVK1q07Yy+z6Ze07dv3850/Zakd5+9deuWVfoDAAAA63OwdgcAAACA3GDy5Mnali1bTEpySEhIkNWrV8vq1atF0zQVGBgoISEh0qhRI2nSpIlmrr2wLe3GjRtG45UqVbLozESVKlWsPQRW9dlnn2l79+5VCQkJGR774MEDWb58uSxfvlzs7e1VUFCQhISESOPGjSUkJEQz9qRnXuXt7W3tLmRJTj8RmxFjCREiIs8884zFvucVKlSw9unrMnb/K1OmjEXbLl++vGQnoc5Y35OTk6VQoUIWnZl/9OiRbszYChZ53dy5c7WgoCCVmJhoML5z5075/vvv1csvv5zrZ/XT0tLk2rVrcuHCBXXx4kW5cOGCnD9/Xk6dOiVXrlyxdvfyldTUVN2EAhGR/v37y6BBgyz2nTa2EtWTJ08kLi7OpN/jhw8fGnzd1dXVUl03Sm+lCFP+zQUAAADbRFIEAABAPhIXFyfp6elZfq8hT548kQcPHmS5T66uruLi4mLtoZHSpUvLL7/8Ii1atJDHjx+b/D6llERFRUlUVJTMnTtXRESVLl1aQkJCpFmzZtK6detcmyQRHx9v9I/slp6Uzm2TxzktMDBQfvrpJ+nYsWOmnsJNS0uTiIgIiYiIkNmzZ4uIqPLly0vjxo2lefPm0rp1a61o0aLWPr1sK1CggLW7kCW5aUl2EZFbt24Z/Z5bcqn63DYW/2TsaWFLL9+f3XExNoGanp6erd/k7IqOjrZa25ZWpkwZ+fDDD+WNN97QPWbs2LHy3HPPSW65B6empsqxY8fUsWPH5K/khwsXLsgff/whtrIVWF537949SUtL041bexI/Ojo6W0kReskJlqbXrl4/AQAAYPtIigAAAMhHqlSpojJ6ajizfvjhB/nhhx+y/ATb559/Lq+99lqueKqyYcOGWnh4uPTq1UudP38+y/VcvXpVrl69KkuXLhURUVWqVJEuXbpI//79tfLly1v7NP+WlJRkNG7ppIjcPGGaU0JDQ7Vdu3apF154IVN7d//XxYsX5eLFi7Jo0SLRNE1Vr17972vO39/f2qeZJe7u7tbuQpbY29tbuwv/YmwCyNnZ2aJJaZ6enpqI5Mr9BPSe9v9fvy3adnbrN7ZSg7XZ+kT7mDFjtOXLl6sjR44YjMfExMiYMWPUypUrrfbvmsePH8v69evVsmXL5Pfff2cSOJfLTCKuNZj6ndZL3shtK0XwfQAAAMi/7KzdAQAAACA3qVmzphw5ckQbN26c2Z5UP336tHz88cdSsWJF1axZM7Vz585cMUlobHUCNzc3cXJysmj7Xl5euSIZxtoaNWqkRUREaKNGjRJnZ+ds16eUkoiICJkwYYKUKVNGhYaGqv379+eKay4zHB0duT7MwFjyk4eHh0XbtnRyQXYYG5fcnhSRUUKbNSUnJ1u7CxZlb28vCxcu1Bwc9J8x+umnn2TDhg05fs9NTEyUadOmqWeeeUa98MIL8uuvvzIBnAfk9qQIU77Tqampuvel3LZSRFJSUqZW5wIAAIDtICkCAAAA+A8PDw/55JNPtEuXLmnjxo2TYsWKmaVepZTs3r1bWrRoIW3atFF//vmnVc/T2AR8cnKyKGXZOZ2sbuVii3x8fGTWrFnahQsXtDFjxkihQoXMUm96erps3bpVgoODpWvXruru3bvWPlXkMGPLsufniSFj42LpiX1Ns918H1tPihARqVGjhtEtNERERowYIfHx8TnWp7CwMFW9enX1zjvviDnv84ULF5aXX35ZDhw4kGPngtwlOTk5zyVViojY2en/yZt/fwIAAORPbJ8BAAAA6ChSpIh88skn2pQpU2T79u1q+fLlsnXrVrlz50626962bZvUrl1bLV++XFq2bGmVGTJjy+anpqbKw4cPLfokeWxsbJ78Q7sllSpVSmbOnKl9+umnsnnzZrVixQrZvn27REdHZ7vudevWyaFDh9Tq1aulQYMGtjsri38xtnR5QkKCKKUsNkkfFxdn7dPXZez+Z+nJ7OyOi7G++/j4SK1atSzaf2P8/Pys1nZOmjBhgrZmzRp18eJFg/Fr167Ju+++q7766iuL32uXLFmiBg4cmK0kJwcHBylbtqwEBARI5cqVpXLlylKzZk2tWrVq/7w/8JttARltL9G0aVNxdHS0Wv8KFCiQ4TXs4OAgLi4uBleLsNZKGHrbDDk6OpplVS4AAADkPSRFAAAAABmwt7eX0NBQLTQ09O+tCbZt26Z27twp+/bty/Ly1Pfv35eOHTvK77//rurVq5fjk9Te3t6aGJnkiI2NtXRSRE6fcp7h5OQknTp10jp16iTp6ely5MgRtW3bNtm5c6ccOHAgy5MMN27ckLZt20p4eLhUqVLF2qeJHGBswi09PV0SEhIstl1EfHx8rp1ENbaku6WTIrJbv7G+ly9fXrZv307Sk4W5urrKvHnzpFWrVrqrKs2dO1defPFFFRwcbLHP45dfflH9+/c3+cl3Ozs7qVSpkgQFBUlQUJAEBARIQECAVr58eYtvmQXDMkqK+P7777UyZcpYu5sZcnd3N5gUoZecYGl67Vp62ygAAADkXiRFAAAA5CN9+vTJ8kR0cnKyLFq06KnXK1euLE2aNMlyn4KCgqw9LJmiaZrUrFlTatasqb311luSmpoqx44dU2FhYRIWFiZ79+6VBw8emFzf48ePpXPnznL+/Hlxd3fP0XPJaFuQO3fuSKlSpSzW/v3793P0fPMqOzs7qVevnlavXj15//33JTk5WQ4fPqzCwsJkz549snfvXklISDC5vtjYWOnSpYuKiorSrPn0KXJG0aJFjSY/xcTEWCwpIjcnPhUpUkQ3FhMTY9G2M/Mbkdm+s0VOzmnRooXWv39/9f333xuMp6eny+DBg+X48eMWSTi4ceOG9O3bN8OECFdXV+natat06dJFmjVrpvn6+lp76PAPfn5+Ym9vr7ulz927d1WZMmVyfaKTu7u7wX/X5bakiJz+tzYAAAByD5IiAAAA8pFPPvkky39UjY2NlUWLFj01sRYSEiLz58/P9X+stRQHB4e/J6zffPNNSU9Pl8jISPn111/VL7/8IkePHtV9ivQvt27dki+//FK99957OTqOhQoVEicnJ9094I8eParq1KljsT5FRkbm5OnaDCcnJ2nUqJHWqFEjeeeddyQtLU2OHj2qNmzYIBs2bDBpXM+fPy/ffvutGjp0aL797uYXJUuWNBo/deqUeuaZZyxyHZw7d87ap6/LWMJXVFSUxdpVSsn58+ezVUeJEiV0YyRF5Kzp06drmzZtUnrbap0+fVqmTp2qJkyYYPbv2HvvvaeMbcXi5OQko0ePlvfee0/z9va29lBBh4ODgxQuXFhu3bplMH7v3j1rd9EkeskGuW37DFaKAAAAyL/srN0BAAAAwJbY2dlJzZo1Zfz48drhw4e1K1euaKNHjxYHB+P5yPPnz7dKXytVqqQbP3z4sEXbP3r0aI6fsy2yt7eXevXqaR999JEWERGhXbhwQRs0aJDY2Rn/zz1rXHPIed7e3lKoUCHdeEREhMXatmTd2VW+fHnd2OnTpyUlJcUi7V65ciXbK2iUK1dOd4L90aNHojdBD/Pz8fGRmTNnGj1m6tSpcvr0abO2e/fuXfnxxx91497e3rJ9+3b57LPPSIjIA8qVK6cb++OPP6zdPZPorWBj6ZV39Oi1W7hwYav0BwAAANZHUgQAAABgQf7+/vLll19qu3fvFi8vL93jrl27lu2nh7MiMDBQN7Z//36LtZuamirHjx/P8fPND8qXLy8LFy7UNm3aZHSv8hMnTuSZJ1CRPTVq1NCNWfJ7mJuTIqpXr64be/LkiZw6dcoi7UZGRqrs1lGiRAkxtgVCWFhYttuA6Xr16qW1a9dON/7kyRMZMmSIymibi8xYs2aNMpa48+2330qTJk3MtjqFOfuOpxm7H4WFhVm7eybRSzRLSEjI8a2U4uPjJT4+3mDMWAIKAAAAbBtJEQAAAEAOCA4O1mbPnm30GHNMlmVW/fr1dWOnT5+22BYXW7ZsUYmJiTl9uvlKmzZttClTpujG09PT5eTJk0ye5gN16tTRjf3222+SlJRk9javX79u9qfjzal69eqak5OTbvzXX3+1yHdj27ZtZqmnVq1aurHff//dEl2HEXPmzNGMLcsfHh4u8+bNM9s1tW/fPt1YnTp1pGvXrmbdruPBgwfmrA7/Yez7vHv37gy3YcsNjCUbXL9+PUf7Yqw9kiIAAADyL4fsVwEAAADkXT179lR6S+wOGjRIevbsabaJhV69emkjR45Uek+v3b9/P8fPv3nz5pqI6P61/dtvv1WzZs0y+17oixcvzvFzzS3atm2rUlNTDcZef/11adu2rdnGe8CAAdq4ceN0nyi2xjWHnNeqVSuZNm2awVhcXJz8+uuvqnv37mb9nq9YscKsT8abm5ubmzRq1Eh27dplMP7jjz/K+++/b9Y2U1JSZNWqVWapq2XLlrJ9+3aDsY0bN8qXX36Z4bZNWXHz5k159dVXDf5m+Pr6yty5c83+e5EX+Pv7y+TJk2XMmDG6x7zzzjvSsWNHs7RnbCUTY6tWZFVUVFTun5XPw1q0aKH7b7H79+/Lvn37VKNGjSzy3Ro3bpy6cuWKwdhHH32kGdtm7Z8ySIpQVatWzbF7w7Vr13SvV2NbJwEAAMC2kRQBAACAfO3cuXO6qyEUKVJEevbsaba2HB0dpWzZsrpLyj98+DDHzz8oKEiKFy8uN2/eNBhftmyZfPjhh2LOPclv374tGzZsyPFzzS2ioqJ0n2KsUqWKtG3b1mxteXl5SdGiReXatWsG49a45pDzGjVqpHl6euomZC1ZskS6d+9u1jaXLl1q7dPOUNu2bXWTIs6cOSOHDx+WunXrmq29LVu2KHMlIrVp00Z76623DE78Xb16VVavXq169epl9knIhQsXKr3EjhdeeMHczeUpI0eO1H788Ud18OBBg/H4+HgZMWKEcnNzy3ZbxlZuKF26tNnPbcWKFWavE/9f6dKlJSAgQM6cOWMwPn36dGnUqJHZ2z179qxMnz7d4EoUbm5u8sMPP5hcV/ny5XUTO/T+DWIpGawUkS8TtwAAAMD2GQAAAMjnSpQooRvbv3+/2dt7/PixbqxAgQI5fv52dnbSo0cP3XhMTIy8++67Zn1C9O2331ZPnjzJ8XPNLfL7NYec5+zsbDTpYcOGDRIeHm627/maNWuUpbbeMadevXppdnb6fxZ55513zDYm6enpMnHiRLP1vXr16hIYGKgb//TTT8XcK3UkJibKggULdOOhoaFmbS+vsbOzk4ULF2qOjo66x/zyyy+yc+fObLelt/qPiJh9hZC4uDhZtmyZWevE04wlFf3yyy+6CRPZ8cUXXyi9rTmaN28uLi4uJtdVoUIF0bv2L168aPa+G6PXnoODg5i68gUAAABsD0kRAAAAyNdKliypG/vjjz/MOlEYGxsrly9f1o1b4ulOU/Tt29foU3Pz58+XAwcOmGUcwsPDVWaePLRFxq65w4cPy9mzZ83W1rVr14xukWGtaw45r3///roxpZSMGTPGLJPoSUlJMnbsWGufrklKlSolLVu21I3v2LFD1q5da5Z73/fff6+OHTtm1v7369dPN3b8+HH59NNPzZrQNmXKFKW3qpCTk5OEhobm+yewg4KCZNy4cUaPuXv3brbb8fPz043duXPHrOc0cuRIlZCQYNY68bSXXnpJs7e3NxhLT0+X/v37q+TkZLO1FxERId9++61uPLNbvbi6ukr16tUNxk6cOGGBEdOn1161atXEHCu1AAAAIG8iKQIAAAD5Wq1atYzGP//8c7O1tWDBAt0/aGuaJjVr1sz2hFJWVmCoVauWNGvWTDeenp4uzz//vO4WG6a6cuWK9OzZU/SeSsyu+Ph4efDggW7R2zrAFA8fPjRad2xsrMl11a5d22j8888/N9sAffXVV7p1OTk5iTn2+M7Pq37kJSEhIVqDBg1040ePHhW97RhMpZSS0aNHK2PJX7nNm2++aTQ+fPhwuXDhQrbaOH36dIYT5VkxZMgQzdjWRuPHj5ewsDCz3E9+//139dlnn+nG+/XrJ4ULFzbLeSUlJZl3oHLY+++/r1n6afQiRYroxnbv3m22dubOnavywlY4tuCZZ56R559/Xjd+6NAhGTt2rFm+z3FxcdKnTx+VlpZmMF6kSBF56aWXMv3vg4YNGxp8PadXDtJrT69/AAAAyB9IigAAAEC+1qJFC6N/9F27dq2sWLEi23+EPnjwoJowYYJuvHr16lK8ePFsn09WnxAdP3680fi1a9ekWbNm6o8//shS/Tdv3pRWrVqpGzduZPsc9QQHBysfHx/d0rBhwyx/jj169DBat7+/v8l1t2jRwmj8m2++kW3btmX7mtu2bZsyltQTEhIi7u7u2W3G7E8lw3I++OADo/Hp06fLtGnTsnztvf/++2rhwoXWPs1MadWqlRYcHKwbv3PnjrRu3TrL966rV69KmzZtVExMjNn77uXlJa+//rpuPDU1Vdq1aye//PJLtu4nR44ckW7duulu2WBvby/jxo0z2yoR5lhJwZpcXFxk/vz5ommWWzgjKChIN7Zt2zY5d+5cttuYMmWKGjFiRIbHPXjwgOQ4M3n//fc1Y9ufzJo1S0aMGKFSU1Oz3EZ8fLx07dpVnTp1SveY1157TVxdXTNdt17i3a1bt+TevXsWHLn/7/79+6J3vyYpAgAAIH8jKQIAAAD5Wvny5aVu3bpGj+nXr58sWbIkS5NK6enpsmjRIvXss88affp14MCBZjmfw4cPZ+l9zz77rNa5c2ejx1y4cEFq166tfvjhB5WZ1R42b96sateurXJ6T+ncqm7dulrZsmV140op6dKli6xfvz5L11xaWprMnj1bdejQQYxNnFj7mkPOa9u2rdahQwejx7zzzjsydOjQTC2Xn5CQIAMHDlRTpkwx+T2WnDDOrFmzZukuWy/yf6vc1K9fX+3YsSNT38mdO3eq4OBgdf36dYv1fezYsVr58uV14w8fPpQuXbrIe++9pzK7Wk56erosWLBANWnSxGhSx6BBg8RYHzLrjz/+kOjoaIuNWU5o2rSpNmjQIIvVb+x7nJycLH379lWZWcHon86fPy9t2rRR7733nkkrO6Wmpsrvv/9umSWg8pkqVarIq6++avSYOXPmSJs2bYwmNeg5evSoBAcHq507d+oe4+/vL8OHD8/SDbphw4a67ztx4kSOXCPG2jHWPwAAANg+kiIAAACQ72X0B+j/TTBI8+bN1fr161ViYmKGdd64cUPmzp2ratSooQYMGCCPHj3SPdbf319efvllk/9Q6+TkpBvbsWOHjB8/Xv336f34+HjJ6Enn2bNnaz4+PkaPiY2NlX79+knt2rXVt99+q/Se/Hv8+LH8/PPPqnXr1uq5556T27dvGzyuefPmpp62zdA0LcNr7tGjR9K5c2dp166d2rJli3r8+HGG9V65ckVmzpypAgIC1OjRo8XY3uOBgYHSo0cPs1xzq1atks8++0z9dxIzNjZW93OH9Xz11VdawYIFjR4zf/58qVixovrkk0+UsW1z7ty5I9OnT1eVKlVS33333VNxDw8PGTBggMH3Ojo6Wnso/la7dm154403jB5z48YNadmypXTq1Elt375d90nttLQ02b17t+rWrZtq2bKlwW2HXnjhBfHz8zPLuLi4uMi3334rxp4uT09PlylTpkjZsmXVhx9+qCIjI41OdsfExMiCBQtUzZo11SuvvCLG7j+VK1eWGTNmZHqi0dg95cmTJ9KzZ091+vRp+efy/ikpKXLp0qXMNmU1n376qVasWDGL1B0cHKwVLVpUN37o0CEJDg5WW7duNXkieu/evapfv34qKChIbdu2LVP9GTp0qBw5csQi55rfTJw4UQsICDB6zM6dO6VatWqqd+/eauvWrUb/jZCamipbtmxRvXr1UvXq1TOaTGFvby9Lly4VDw+PLPW9TJkyUrJkSYOxQ4cO5cj46SVqlixZUowlpAIAAMD2OWS/CgAAACBv69mzp/b555+ro0ePGj3u999/l99//12cnZ1VxYoVpUyZMuLn5yd/PWH88OFDuXfvnpw+fTrDBIS/aJomc+fOFTc3N5P7m9G+7ZMnT5bJkycrFxcXcXNzk9TUVImPj5eRI0fK7NmzdSevSpYsKd9//7106dJF0tPTjbZx/PhxGTRokNjZ2amyZctK+fLlxcPDQ548eSLXr1+XU6dOZbic9uDBg6VevXqya9euLHxqedvgwYO12bNnqwsXLhg9btOmTbJp0yZxdXVVFStWlGeeeUYKFy7891P2CQkJcvfuXTl16pTJCQgODg6yYMECo5Oo/2XsmlNKybhx42TcuHHK1dVVXF1dJSUlRRISEmTChAkyceJEnszMRfz9/eW7776Tbt26Gf2e3759W95++2155513VMWKFaVUqVJSokQJsbOzk1u3bsnVq1fl3LlzunU4OjrK6tWr5dy5c/L9998bjOcmkydP1vbs2aP2799v9LhffvlFfvnlF/H09FRVqlSRYsWKiZ+fnzx48EBu3rwpZ86cEWOrKjz77LOyaNEirVSpUgYnq7MyLk2aNNE+/fRTZWwrDRGR6OhomTBhgkyYMEEVLVpUAgICpGjRouLh4SEpKSkSExMjp0+flkuXLmX4GyAi4urqKsuXL9cKFCiQ6T4XKVLEaHzHjh0SGBio7OzsxNvbW5RSEhcXJ8WLF5dr167liXuKt7e3zJo1S3r06GH2uh0cHGTixIkydOhQ3WPOnDkjoaGhUqZMGdW2bVsJCgqS4sWL//3vgujoaLl9+7YcPHhQ9u/fL8ZWNPHy8pLixYvLmTNnDMb/Wk0lKChIypQpI3FxcfLNN99oTEJnXoECBWTt2rVa/fr1ja7ukp6eLj/++KP8+OOP4uLiomrWrCmFCxcWPz8/sbOzk9jYWLl8+bJERUWJKYmVIv+3xVJISEi2vl/t27eXefPmPfX6rl275J133rH4+On9m7J9+/YWbxsAAAC5G0kRAAAAyPfs7e3lu+++04KDg01aBeLJkydy8uRJOXnyZLbbnjRpkjz33HOZ+gN0cHCwJiIZPv2ZlJRkdMsOQzp27KjNnDlTjR492qTj09PT5eLFi5LZrTGeffZZmT17tpbVbUnyOhcXF/nuu++kRYsWRld0+Mvjx48lMjJSIiMjs932l19++dc1ZLLg4GCTjnv8+LHJky+wns6dO2vTp0/PcBJd5P+SXs6dOyfnzp0zuX5HR0dZsWKFtG7dWjt37pzZJv8tydHRUdavX681btxYnT9/PsPj4+Pj5cCBA5lqIyQkRH7++WfN2CoJxmLGvPbaa9rdu3fVtGnTTDr+9u3b2VrJpUCBAvLLL79IjRo1svR+Pz8/qVChgmSUGJaenm40ySS36969u9apUye1fv16s9c9cOBAbe7cuSqj34XLly/LnDlzstxOoUKFZPPmzdrx48fVkCFDdI9LT0//1+8UvwVZV7lyZdm4caO0bdtWHj58mOHxSUlJklFCV0Zef/11GT9+fLYTjjp27GgwKSI8PFySk5OzfI8zRUpKioSHhxuMZbR1FAAAAGwf22cAAAAAIlKtWjVZsWKFODs750h7mqbJpEmTsvQH6MDAQGnQoIHF+jZq1Cjtq6+++nsFDHNr0KCB/Pzzz1pOjXVu1bhxY+3bb7+12Dj/l729vcyaNStLe4U3atRIq1y5co6PESzntdde02bMmPH3qiPm4ubmJqtWrZKuXbtqIqKbmOXu7m7tIXiKn5+f7Ny5UwsKCjJ73S1btpRNmzZpfy1Lb4lxmTp1qjZlyhSxs7Psn3q8vb1l27Zt8uyzz2br4nn55Zct2s/c4quvvtI8PT3NXq+Dg4P88ssvmt52BeZQs2ZNOXTokFanTh156aWXNH9/f0sOFf6hcePG2vbt28VSW7D80wcffCAzZszQzPF78Oyzz2qG7mOPHj2SgwcPWjQR9vDhw8pQEom7u3u271cAAADI+0iKAAAAgElcXV1l2rRpT5WuXbtau2tm0759e23Lli1ibJ9ucyhatKisW7dOPvjggyz/gXbOnDmaJScVR4wYoW3cuNHsf4zv0aOH7Ny5U8vqftW2pk+fPtq6devEx8fHou2ULl1atm7dKqNGjcrSNWdvby/z5s3LsaQh5IzXX39dW716tRQsWNAs9ZUsWVLCwsK0Tp06/X2d6S3/bq42za1EiRISFhammfO3bcSIEbJ58+a/79np6emSkJBgkXF55513tI0bN4qlJsqfe+45iYyM1DK72owhr776qla7dm2L9DM3KVmypEydOtUidfv7+8vWrVvNvk2Fo6OjvP322xIeHq6VKVNGRP5vhaNly5bxO5CDGjRooB0+fFhr1aqVReovXbq0bNq0SSZNmmS2hAFnZ2dp06aNwdjOnTstM1D/o7d1RqtWrcTFxcWibQMAACD3IykCAAAAJnF2dpa33npL+28JDQ21qSevmjVrpp04cUJ75ZVXxMHBvLvNeXl5ydtvvy1nzpz516RhVtSsWVO2bNkizzzzjMXGok2bNtrJkye1YcOGZXupe29vb1m4cKGsXLlSc3V1tVif86IOHTpoJ06c0F566SWzP+Ht6+srH374oURFRWktWrTI1jXXtGlT7ZdffsmRp1aRc7p27apFRkZq3bt3z1Y9ffv2lRMnTjw1yZ3XkiJE/u9+tWbNGm3RokVSvHjxLNdTrFgxWb9+vXz11VfaP39PEhISRCnDD0ybY1xCQ0O1U6dOaWPHjpUCBQqYZUwqVqwoy5Ytk40bN5pttQAXFxfZunWr1rZtW7PUl5sNHTpUa9SokUXqrlKlikRERGgDBw7Mdl12dnbSvXt3iYiI0KZOnfrU73Xjxo21X3/9VQoVKpQj44b/S9Tatm2btmzZMilfvrxZ6vTw8JA33nhDTp48qbVt29bs/47v3Lmzwde3bt1q0bHSq1+vPwAAAMhfzPtXXgAAAMAG+Pn5ybx587T3339fFi5cqFavXi2nT5/OUl2Ojo7SqlUreemll6RTp05mTQho1KiRFhUVJUuXLlXLly+XI0eOSGJi4lPHFStWTCpUqCB16tTJdBu+vr4yZ84cbezYsTJ//ny1ZMkSuXnzpsnvL1q0qAwdOlRGjBihGZpEqVy5shjaozwrT7326NFDjE06ZWcyv23btmJsIjC7TyCWKFFCfvjhB23ChAmycOFCtWbNGrl48WKW6nJxcZHQ0FDp27evtGvXTjPn/t2tW7fWzpw5I4sWLVI//fSTHD9+/Kl94zVNkxIlSkiFChWkWrVqWR5XPz8/s/X7Ly+++KLExMQYjGUmCapMmTLakCFDDM5qN27c2Oz9rlWrlsHviYiIObZ6KFWqlKxatUo7ePCgmjVrlqxZs0aePHmS4fvs7e2lXbt28u6770r9+vUNTqzpJUVYekUec+jXr5/WvXt3+eabb9S8efPk7NmzJr2vRIkSMnr0aBk+fLjBFX3i4uJ031u0aFGzTFB6enrKp59+qo0bN06+//57tWzZMomMjMxUHa6urtKqVSsZMWKEtGrVyixL6/+Xr6+vbNq0Sdu6dav67rvvZM+ePXLr1i2D51O+fHmpV69ehnUa+y2w1soUdnZ2snDhQm3mzJlGtw+oVatWlur38PCQb775Rnvttddk9uzZaunSpQb/PaCnZMmS8uKLL8qAAQMy3CqpZcuW2qlTp2T69Onqxx9/lBs3bvwdc3BwkOrVq0uDBg2kSJEiunUUKFBA955WqlSp7A/4//Ts2VPu3r1rMGau38aQkBDdWJkyZcz2pXnxxRe1nj17yrp169SSJUtky5YtkpycbPL7NU2TatWqyeDBg6Vv374WXbGra9eu2siRI9V/73UHDhyQ69evW2Qlm9u3b0t4ePhTr3t6ekq3bt1sKoEbAAAAWaPpPZ0AAACQ282dO1cNHz5cN+7j4yPR0dH8EQxmce/ePYmIiFARERESFRUlcXFxkpCQIHFxcZKYmCgeHh7i5eUlB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width="60%"/>
			</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-inheritance-syntax">Python inheritance syntax<a class="anchor-link" href="#Python-inheritance-syntax">¶</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">'OUAFF'</span><span class="p">)</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">
			<ul>
			<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>
			</ul>

			</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-inheritance-syntax">Python inheritance syntax<a class="anchor-link" href="#Python-inheritance-syntax">¶</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">'OUAFF'</span><span class="p">)</span>
			</pre></div>

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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>
			</ul>

			</div>
			</div></div></div>
			</section><section>
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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">¶</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">'virtual function'</span><span class="p">)</span>
			</pre></div>
			<ul>
			<li>Good practice to inherit from <strong>Object</strong></li>
			</ul>

			</div>
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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-?-">¶</a></h2>
			</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="Abstract-Class"><a href="https://en.wikipedia.org/wiki/Abstract_type">Abstract Class</a><a class="anchor-link" href="#Abstract-Class">¶</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>
			</pre></div>
			<ul>
			<li>Cannot instanciate a class animal</li>
			</ul>

			</div>
			</div></div>
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			<pre>ani = Animal('Toto')
			</pre>
			</div>
			</div>

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			<div class="output_subarea output_text output_error">
			<pre>
			<span class="ansi-red-fg">---------------------------------------------------------------------------</span>
			<span class="ansi-red-fg">TypeError</span> Traceback (most recent call last)
			<span class="ansi-green-fg"><ipython-input-18-3da93493cca1></span> in <span class="ansi-cyan-fg"><module></span>
			<span class="ansi-green-fg">----> 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">"Toto"</span><span class="ansi-blue-fg">)</span>

			<span class="ansi-red-fg">TypeError</span>: Can't instantiate abstract class Animal with abstract methods scream</pre>
			</div>
			</div>

			</div>
			</div></div>
			</section><section>
			<div class="slide" style="float: left"><div class="split" style="width: 45%;padding: 2.5%; float: left">

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			<h2 id="Special-function:-str">Special function: <strong>str</strong><a class="anchor-link" href="#Special-function:-str">¶</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">"Hello, this is "</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>
			</pre></div>

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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">'kitty'</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>
			</pre></div>
			<p>Should execute as</p>
			<div class="highlight"><pre><span></span>Hello, this is kitty
			</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="item-getter/setter-&-python-operators"><strong>item getter/setter</strong> & <a href="https://docs.python.org/3.5/library/operator.html">python operators</a><a class="anchor-link" href="#item-getter/setter-&-python-operators">¶</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>
			</pre></div>

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			<ul>
			<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>
			</pre></div>

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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>
			</pre></div>

			</div>
			</div></div>
			</section><section>
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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">¶</a></h3><ul>
			<li>one file per (family) class</li>
			<li>one (family) class per file</li>
			</ul>

			</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">
			<h1 id="-THANKS-"><center> THANKS </center><a class="anchor-link" href="#-THANKS-">¶</a></h1>
			</div>
			</div></div></div>
			</section><section>
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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">¶</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>
			</pre></div>
			<p>Program will stop and <strong>raise</strong> an exception</p>

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			<pre>
			<span class="ansi-red-fg">---------------------------------------------------------------------------</span>
			<span class="ansi-red-fg">IndexError</span> Traceback (most recent call last)
			<span class="ansi-green-fg"><ipython-input-19-9f8741cf621d></span> in <span class="ansi-cyan-fg"><module></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">----> 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>
			</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="Exceptions"><a href="https://en.wikibooks.org/wiki/Python_Programming/Exceptions">Exceptions</a><a class="anchor-link" href="#Exceptions">¶</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>
			</pre></div>

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			<pre>index 18 is out of bounds for axis 0 with size 4
			</pre>
			</div>
			</div>

			</div>
			</div></div>
			</section><section>
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			<div class="text_cell_render border-box-sizing rendered_html">
			<h2 id="Exceptions"><a href="https://en.wikibooks.org/wiki/Python_Programming/Exceptions">Exceptions</a><a class="anchor-link" href="#Exceptions">¶</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>
			</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">
			<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">'important info'</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>
			</pre></div>

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			<pre>['important info', 1234]
			</pre>
			</div>
			</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="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">¶</a></h2><ul>
			<li><strong>Series</strong> class with the correct interface</li>
			<li><strong>Dumper</strong> class taking a "serie as input"</li>
			</ul>

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R9316/lectures/week5.htmlded1f3e798aemaster

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R9316/lectures/week5.html
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