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‎.nojekyll‎

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‎010_executing_code.html‎

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<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
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<meta charset="utf-8">
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<meta name="generator" content="quarto-1.7.30">
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<meta name="generator" content="quarto-1.8.25">
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<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
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<link href="./01_getting_started.html" rel="prev">
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<script src="site_libs/quarto-html/quarto.js" type="module"></script>
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<script src="site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
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<script src="site_libs/quarto-html/axe/axe-check.js" type="module"></script>
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<script src="site_libs/quarto-html/popper.min.js"></script>
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<script src="site_libs/quarto-html/tippy.umd.min.js"></script>
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<script src="site_libs/quarto-html/anchor.min.js"></script>
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<link href="site_libs/quarto-html/tippy.css" rel="stylesheet">
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<link href="site_libs/quarto-html/quarto-syntax-highlighting-82d7c92e6dd9441483e496b14b812ba9.css" rel="stylesheet" id="quarto-text-highlighting-styles">
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<link href="site_libs/quarto-html/quarto-syntax-highlighting-8d579c7e4cb5e38eaddfdf7e7f03f655.css" rel="stylesheet" id="quarto-text-highlighting-styles">
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<script src="site_libs/bootstrap/bootstrap.min.js"></script>
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<link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
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<link href="site_libs/bootstrap/bootstrap-378a9e929b76e306574896faf77f55a6.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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<link href="site_libs/bootstrap/bootstrap-560e00388d6c3931de6d761239f1d17b.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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<script id="quarto-search-options" type="application/json">{
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"location": "navbar",
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"copy-button": false,
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<nav class="navbar navbar-expand-lg " data-bs-theme="dark">
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<div class="navbar-container container-fluid">
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<div class="navbar-brand-container mx-auto">
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<a href="./index.html" class="navbar-brand navbar-brand-logo">
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</a>
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<a class="navbar-brand" href="./index.html">
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<span class="navbar-title">Python Course</span>
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</a>
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<div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article page-navbar">
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<!-- sidebar -->
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<nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation floating overflow-auto">
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<div class="pt-lg-2 mt-2 text-left sidebar-header sidebar-header-stacked">
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<a href="./index.html" class="sidebar-logo-link">
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</a>
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</div>
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<div class="sidebar-menu-container">
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<ul class="list-unstyled mt-1">
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<li class="sidebar-item">
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<section id="executing-files" class="level2" data-number="2.1">
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<h2 data-number="2.1" class="anchored" data-anchor-id="executing-files"><span class="header-section-number">2.1</span> Executing files</h2>
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<p>When working with <code>uv</code> we can do this (inside of the working project directory):</p>
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<div class="sourceCode" id="cb1"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run your-file.py</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb1"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run your-file.py</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<p>Or this:</p>
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<div class="sourceCode" id="cb2"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run python your-file.py</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb2"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run python your-file.py</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<p>Alternatively, we could manually activate the virtual environment and run the script:</p>
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<div class="sourceCode" id="cb3"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="bu">source</span> .venv/bin/activate</span>
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<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> your-file.py</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb3"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="bu">source</span> .venv/bin/activate</span>
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<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="ex">python</span> your-file.py</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<div class="callout callout-style-default callout-tip callout-titled">
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<div class="callout-header d-flex align-content-center">
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<section id="ipython-repl" class="level2" data-number="2.3">
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<h2 data-number="2.3" class="anchored" data-anchor-id="ipython-repl"><span class="header-section-number">2.3</span> IPython REPL</h2>
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<p>An alternative to that is the IPython REPL. <a href="https://ipython.org/">IPython</a> is a whole different open source project that builds on top of python itself, but it is independent, thus we need to install IPython.</p>
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<div class="sourceCode" id="cb4"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> add ipython</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb4"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> add ipython</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<div class="callout callout-style-default callout-tip callout-titled">
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<div class="callout-header d-flex align-content-center">
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</div>
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<p>We can fire up the IPython REPL:</p>
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<div class="sourceCode" id="cb5"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run ipython</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb5"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run ipython</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<p>The IPython REPL brings some nice features that make this interactive coding environment much powerful and handy to interact with, such as <a href="https://ipython.readthedocs.io/en/stable/interactive/magics.html#built-in-magic-commands">magic commands</a>. These are some commands I recommend checking out:</p>
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<ul>
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<li><code>?</code></li>
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<h2 data-number="2.5" class="anchored" data-anchor-id="jupyter-notebook"><span class="header-section-number">2.5</span> Jupyter Notebook</h2>
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<p>Notebooks run on the browser and are a way to mix code with other kinds of data, such as images, videos or widgets. They are a very useful tool for explorative analysis. If you ever used something like Mathematica you’ll be already familiar with them.</p>
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<p>There are several versions of notebooks, we are going to use <a href="https://jupyterlab.readthedocs.io/en/latest/">JupyterLab</a>. Let’s install it:</p>
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<div class="sourceCode" id="cb6"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> add jupyterlab</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb6"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> add jupyterlab</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<p>Let’s create a directory for notebooks in our project:</p>
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<div class="sourceCode" id="cb7"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mkdir</span> noteboooks</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb7"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mkdir</span> noteboooks</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<p>Launch a jupyterlab session:</p>
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<div class="sourceCode" id="cb8"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run jupyter lab</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb8"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> run jupyter lab</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
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<div class="callout callout-style-default callout-tip callout-titled">
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e.clearSelection();
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}
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const getTextToCopy = function(trigger) {
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const codeEl = trigger.previousElementSibling.cloneNode(true);
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const outerScaffold = trigger.parentElement.cloneNode(true);
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return codeEl.innerText;
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const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
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text: getTextToCopy

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