<!DOCTYPE HTML> <html lang="en" class="light sidebar-visible" dir="ltr"> <head> <!-- Book generated using mdBook --> <meta charset="UTF-8"> <title>python - Notes</title> <!-- Custom HTML head --> <meta name="description" content=""> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta name="theme-color" content="#ffffff"> <link rel="icon" href="../favicon.svg"> <link rel="shortcut icon" href="../favicon.png"> <link rel="stylesheet" href="../css/variables.css"> <link rel="stylesheet" href="../css/general.css"> <link rel="stylesheet" href="../css/chrome.css"> <link rel="stylesheet" href="../css/print.css" media="print"> <!-- Fonts --> <link rel="stylesheet" href="../FontAwesome/css/font-awesome.css"> <link rel="stylesheet" href="../fonts/fonts.css"> <!-- Highlight.js Stylesheets --> <link rel="stylesheet" id="highlight-css" href="../highlight.css"> <link rel="stylesheet" id="tomorrow-night-css" href="../tomorrow-night.css"> <link rel="stylesheet" id="ayu-highlight-css" href="../ayu-highlight.css"> <!-- Custom theme stylesheets --> <!-- Provide site root to javascript --> <script> var path_to_root = "../"; var default_theme = window.matchMedia("(prefers-color-scheme: dark)").matches ? 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(Shortkey: s)" aria-label="Toggle Searchbar" aria-expanded="false" aria-keyshortcuts="S" aria-controls="searchbar"> <i class="fa fa-search"></i> </button> </div> <h1 class="menu-title">Notes</h1> <div class="right-buttons"> <a href="../print.html" title="Print this book" aria-label="Print this book"> <i id="print-button" class="fa fa-print"></i> </a> <a href="https://github.com/johannst/notes" title="Git repository" aria-label="Git repository"> <i id="git-repository-button" class="fa fa-github"></i> </a> </div> </div> <div id="search-wrapper" class="hidden"> <form id="searchbar-outer" class="searchbar-outer"> <input type="search" id="searchbar" name="searchbar" placeholder="Search this book ..." aria-controls="searchresults-outer" aria-describedby="searchresults-header"> </form> <div id="searchresults-outer" class="searchresults-outer hidden"> <div id="searchresults-header" class="searchresults-header"></div> <ul id="searchresults"> </ul> </div> </div> <!-- Apply ARIA attributes after the sidebar and the sidebar toggle button are added to the DOM --> <script> document.getElementById('sidebar-toggle').setAttribute('aria-expanded', sidebar === 'visible'); document.getElementById('sidebar').setAttribute('aria-hidden', sidebar !== 'visible'); Array.from(document.querySelectorAll('#sidebar a')).forEach(function(link) { link.setAttribute('tabIndex', sidebar === 'visible' ? 0 : -1); }); </script> <div id="content" class="content"> <main> <h1 id="python"><a class="header" href="#python">python</a></h1> <h2 id="decorator-run"><a class="header" href="#decorator-run">Decorator [<a href="https://www.online-python.com/IDdiE0gpYU">run</a>]</a></h2> <p>Some decorator examples with type annotation.</p> <pre><code class="language-python">from typing import Callable def log(f: Callable[[int], None]) -> Callable[[int], None]: def inner(x: int): print(f"log::inner f={f.__name__} x={x}") f(x) return inner @log def some_fn(x: int): print(f"some_fn x={x}") def log_tag(tag: str) -> Callable[[Callable[[int], None]], Callable[[int], None]]: def decorator(f: Callable[[int], None]) -> Callable[[int], None]: def inner(x: int): print(f"log_tag::inner f={f.__name__} tag={tag} x={x}") f(x) return inner return decorator @log_tag("some_tag") def some_fn2(x: int): print(f"some_fn2 x={x}") </code></pre> <h2 id="walrus-operator-run"><a class="header" href="#walrus-operator-run">Walrus operator [<a href="https://www.online-python.com/9T12PvmKVy">run</a>]</a></h2> <p>Walrus operator <code>:=</code> added since <strong>python 3.8</strong>.</p> <pre><code class="language-python">from typing import Optional # Example 1: if let statements def foo(ret: Optional[int]) -> Optional[int]: return ret if r := foo(None): print(f"foo(None) -> {r}") if r := foo(1337): print(f"foo(1337) -> {r}") # Example 2: while let statements toks = iter(['a', 'b', 'c']) while tok := next(toks, None): print(f"{tok}") # Example 3: list comprehension print([tok for t in [" a", " ", " b "] if (tok := t.strip())]) </code></pre> <h2 id="unittest-run"><a class="header" href="#unittest-run"><a href="https://docs.python.org/3/library/unittest.html">Unittest</a> [<a href="https://www.online-python.com/2fit4UcbzI">run</a>]</a></h2> <p>Run unittests directly from the command line as <br /> <code>python3 -m unittest -v test</code></p> <p>Optionally pass <code>-k <patter></code> to only run subset of tests.</p> <pre><code class="language-python"># file: test.py import unittest class MyTest(unittest.TestCase): def setUp(self): pass def tearDown(self): pass # Tests need to start with the prefix 'test'. def test_foo(self): self.assertEqual(1 + 2, 3) def test_bar(self): with self.assertRaises(IndexError): list()[0] </code></pre> <h2 id="doctest-run"><a class="header" href="#doctest-run"><a href="https://docs.python.org/3/library/doctest.html">Doctest</a> [<a href="https://www.online-python.com/LZst51UNIH">run</a>]</a></h2> <p>Run doctests directly from the command line as <br /> <code>python -m doctest -v test.py</code></p> <pre><code class="language-python"># file: test.py def sum(a: int, b: int) -> int: """Sum a and b. >>> sum(1, 2) 3 >>> sum(10, 20) 30 """ return a + b </code></pre> <h2 id="timeit"><a class="header" href="#timeit"><a href="https://docs.python.org/3/library/timeit.html">timeit</a></a></h2> <p>Micro benchmarking.</p> <pre><code class="language-bash">python -m timeit '[x.strip() for x in ["a ", " b"]]' </code></pre> </main> <nav class="nav-wrapper" aria-label="Page navigation"> <!-- Mobile navigation buttons --> <a rel="prev" href="../development/symbolver.html" class="mobile-nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left"> <i class="fa fa-angle-left"></i> </a> <a rel="next prefetch" href="../development/gcov.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right"> <i class="fa fa-angle-right"></i> </a> <div style="clear: both"></div> </nav> </div> </div> <nav class="nav-wide-wrapper" aria-label="Page navigation"> <a rel="prev" href="../development/symbolver.html" class="nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left"> <i class="fa fa-angle-left"></i> </a> <a rel="next prefetch" href="../development/gcov.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right"> <i class="fa fa-angle-right"></i> </a> </nav> </div> <script> window.playground_copyable = true; </script> <script src="../elasticlunr.min.js"></script> <script src="../mark.min.js"></script> <script src="../searcher.js"></script> <script src="../clipboard.min.js"></script> <script src="../highlight.js"></script> <script src="../book.js"></script> <!-- Custom JS scripts --> </div> </body> </html>