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<!doctype html>
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<title>flavors_numpy API documentation</title>
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<h1 class="modulename">
flavors_numpy </h1>
<div class="docstring"><p>Example NumPy-style docstrings.</p>
<p>This module demonstrates documentation as specified by the <a href="https://github.com/numpy/numpy/blob/master/doc/HOWTO_DOCUMENT.rst.txt">NumPy
Documentation HOWTO</a>. Docstrings may extend over multiple lines. Sections
are created with a section header followed by an underline of equal length.</p>
<h6 id="example">Example</h6>
<p>Examples can be given using either the <code>Example</code> or <code>Examples</code>
sections. Sections support any reStructuredText formatting, including
literal blocks::</p>
<pre><code>$ python example_numpy.py
</code></pre>
<p>Section breaks are created with two blank lines. Section breaks are also
implicitly created anytime a new section starts. Section bodies <em>may</em> be
indented:</p>
<h6 id="notes">Notes</h6>
<p>This is an example of an indented section. It's like any other section,
but the body is indented to help it stand out from surrounding text.
If a section is indented, then a section break is created by
resuming unindented text.</p>
<h6 id="attributes">Attributes</h6>
<ul>
<li><p><strong>module_level_variable1</strong> (int):
Module level variables may be documented in either the <code>Attributes</code>
section of the module docstring, or in an inline docstring immediately
following the variable.</p>
<p>Either form is acceptable, but the two should not be mixed. Choose
one convention to document module level variables and be consistent
with it.</p></li>
</ul>
</div>
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<div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="c1"># Examples taken from:</span>
</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="c1">#</span>
</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="c1"># - The Napoleon documentation at https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_numpy.html</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="c1"># License: BSD-3</span>
</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="c1"># - https://github.com/numpy/numpydoc/blob/main/doc/example.py</span>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="c1"># License: BSD-2</span>
</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="c1">#</span>
</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="c1"># flake8: noqa</span>
</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="c1"># fmt: off</span>
</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a><span class="sd">"""Example NumPy-style docstrings.</span>
</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a>
</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a><span class="sd">This module demonstrates documentation as specified by the `NumPy</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="sd">Documentation HOWTO`_. Docstrings may extend over multiple lines. Sections</span>
</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a><span class="sd">are created with a section header followed by an underline of equal length.</span>
</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a>
</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="sd">Example</span>
</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="sd">-------</span>
</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="sd">Examples can be given using either the ``Example`` or ``Examples``</span>
</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a><span class="sd">sections. Sections support any reStructuredText formatting, including</span>
</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a><span class="sd">literal blocks::</span>
</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a>
</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a><span class="sd"> $ python example_numpy.py</span>
</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a>
</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a>
</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a><span class="sd">Section breaks are created with two blank lines. Section breaks are also</span>
</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a><span class="sd">implicitly created anytime a new section starts. Section bodies *may* be</span>
</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a><span class="sd">indented:</span>
</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a>
</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a><span class="sd">Notes</span>
</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a><span class="sd">-----</span>
</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a><span class="sd"> This is an example of an indented section. It's like any other section,</span>
</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a><span class="sd"> but the body is indented to help it stand out from surrounding text.</span>
</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a>
</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a><span class="sd">If a section is indented, then a section break is created by</span>
</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a><span class="sd">resuming unindented text.</span>
</span><span id="L-36"><a href="#L-36"><span class="linenos"> 36</span></a>
</span><span id="L-37"><a href="#L-37"><span class="linenos"> 37</span></a><span class="sd">Attributes</span>
</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a><span class="sd">----------</span>
</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a><span class="sd">module_level_variable1 : int</span>
</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a><span class="sd"> Module level variables may be documented in either the ``Attributes``</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a><span class="sd"> section of the module docstring, or in an inline docstring immediately</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a><span class="sd"> following the variable.</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a>
</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a><span class="sd"> Either form is acceptable, but the two should not be mixed. Choose</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a><span class="sd"> one convention to document module level variables and be consistent</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a><span class="sd"> with it.</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a>
</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a>
</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a><span class="sd">.. _NumPy Documentation HOWTO:</span>
</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a><span class="sd"> https://github.com/numpy/numpy/blob/master/doc/HOWTO_DOCUMENT.rst.txt</span>
</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a>
</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a><span class="sd">"""</span>
</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a><span class="n">__docformat__</span> <span class="o">=</span> <span class="s2">"numpy"</span>
</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a>
</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a>
</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a><span class="n">module_level_variable1</span> <span class="o">=</span> <span class="mi">12345</span>
</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a>
</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a><span class="n">module_level_variable2</span> <span class="o">=</span> <span class="mi">98765</span>
</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a><span class="sd">"""int: Module level variable documented inline.</span>
</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a>
</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a><span class="sd">The docstring may span multiple lines. The type may optionally be specified</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a><span class="sd">on the first line, separated by a colon.</span>
</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a><span class="sd">"""</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a>
</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a>
</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a><span class="k">def</span><span class="w"> </span><span class="nf">function_with_types_in_docstring</span><span class="p">(</span><span class="n">param1</span><span class="p">,</span> <span class="n">param2</span><span class="p">):</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a><span class="w"> </span><span class="sd">"""Example function with types documented in the docstring.</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a>
</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a><span class="sd"> `PEP 484`_ type annotations are supported. If attribute, parameter, and</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a><span class="sd"> return types are annotated according to `PEP 484`_, they do not need to be</span>
</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a><span class="sd"> included in the docstring:</span>
</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a>
</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a><span class="sd"> Parameters</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a><span class="sd"> ----------</span>
</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a><span class="sd"> param1 : int</span>
</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a><span class="sd"> The first parameter.</span>
</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a><span class="sd"> param2 : str</span>
</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a><span class="sd"> The second parameter.</span>
</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a>
</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a><span class="sd"> Returns</span>
</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a><span class="sd"> -------</span>
</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a><span class="sd"> bool</span>
</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a><span class="sd"> True if successful, False otherwise.</span>
</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a>
</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a><span class="sd"> .. _PEP 484:</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a><span class="sd"> https://www.python.org/dev/peps/pep-0484/</span>
</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a>
</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a><span class="sd"> """</span>
</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a>
</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a>
</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a><span class="k">def</span><span class="w"> </span><span class="nf">function_with_pep484_type_annotations</span><span class="p">(</span><span class="n">param1</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">param2</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a><span class="w"> </span><span class="sd">"""Example function with PEP 484 type annotations.</span>
</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a>
</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a><span class="sd"> The return type must be duplicated in the docstring to comply</span>
</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a><span class="sd"> with the NumPy docstring style.</span>
</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a>
</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a><span class="sd"> Parameters</span>
</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a><span class="sd"> ----------</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a><span class="sd"> param1</span>
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a><span class="sd"> The first parameter.</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a><span class="sd"> param2</span>
</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a><span class="sd"> The second parameter.</span>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a>
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a><span class="sd"> Returns</span>
</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a><span class="sd"> -------</span>
</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a><span class="sd"> bool</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a><span class="sd"> True if successful, False otherwise.</span>
</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a>
</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a><span class="sd"> """</span>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="k">raise</span> <span class="ne">NotImplementedError</span>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a>
</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a>
</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a><span class="k">def</span><span class="w"> </span><span class="nf">module_level_function</span><span class="p">(</span><span class="n">param1</span><span class="p">,</span> <span class="n">param2</span><span class="o">=</span><span class="kc">None</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><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a><span class="w"> </span><span class="sd">"""This is an example of a module level function.</span>
</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a><span class="sd"> Function parameters should be documented in the ``Parameters`` section.</span>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a><span class="sd"> The name of each parameter is required. The type and description of each</span>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a><span class="sd"> parameter is optional, but should be included if not obvious.</span>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a><span class="sd"> If *args or **kwargs are accepted,</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a><span class="sd"> they should be listed as ``*args`` and ``**kwargs``.</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a><span class="sd"> The format for a parameter is::</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a><span class="sd"> name : type</span>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a><span class="sd"> description</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a><span class="sd"> The description may span multiple lines. Following lines</span>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a><span class="sd"> should be indented to match the first line of the description.</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a><span class="sd"> The ": type" is optional.</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a><span class="sd"> Multiple paragraphs are supported in parameter</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a><span class="sd"> descriptions.</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a><span class="sd"> Parameters</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a><span class="sd"> ----------</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a><span class="sd"> param1 : int</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a><span class="sd"> The first parameter.</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a><span class="sd"> param2 : :obj:`str`, optional</span>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a><span class="sd"> The second parameter.</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a><span class="sd"> *args</span>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a><span class="sd"> Variable length argument list.</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a><span class="sd"> **kwargs</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a><span class="sd"> Arbitrary keyword arguments.</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a><span class="sd"> Returns</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a><span class="sd"> -------</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a><span class="sd"> bool</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a><span class="sd"> True if successful, False otherwise.</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a><span class="sd"> The return type is not optional. The ``Returns`` section may span</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a><span class="sd"> multiple lines and paragraphs. Following lines should be indented to</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a><span class="sd"> match the first line of the description.</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a><span class="sd"> The ``Returns`` section supports any reStructuredText formatting,</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a><span class="sd"> including literal blocks::</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a><span class="sd"> {</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a><span class="sd"> 'param1': param1,</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a><span class="sd"> 'param2': param2</span>
</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a><span class="sd"> }</span>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a><span class="sd"> Raises</span>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a><span class="sd"> ------</span>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a><span class="sd"> AttributeError</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a><span class="sd"> The ``Raises`` section is a list of all exceptions</span>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a><span class="sd"> that are relevant to the interface.</span>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a><span class="sd"> ValueError</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a><span class="sd"> If `param2` is equal to `param1`.</span>
</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a>
</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a><span class="sd"> """</span>
</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="k">if</span> <span class="n">param1</span> <span class="o">==</span> <span class="n">param2</span><span class="p">:</span>
</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">'param1 may not be equal to param2'</span><span class="p">)</span>
</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="k">return</span> <span class="kc">True</span>
</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a>
</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a>
</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a><span class="k">def</span><span class="w"> </span><span class="nf">example_generator</span><span class="p">(</span><span class="n">n</span><span class="p">):</span>
</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a><span class="w"> </span><span class="sd">"""Generators have a ``Yields`` section instead of a ``Returns`` section.</span>
</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a>
</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a><span class="sd"> Parameters</span>
</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a><span class="sd"> ----------</span>
</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a><span class="sd"> n : int</span>
</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a><span class="sd"> The upper limit of the range to generate, from 0 to `n` - 1.</span>
</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a>
</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a><span class="sd"> Yields</span>
</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a><span class="sd"> ------</span>
</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a><span class="sd"> int</span>
</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a><span class="sd"> The next number in the range of 0 to `n` - 1.</span>
</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a>
</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a><span class="sd"> Examples</span>
</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a><span class="sd"> --------</span>
</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a><span class="sd"> Examples should be written in doctest format, and should illustrate how</span>
</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a><span class="sd"> to use the function.</span>
</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a>
</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a><span class="sd"> >>> print([i for i in example_generator(4)])</span>
</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a><span class="sd"> [0, 1, 2, 3]</span>
</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a>
</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a><span class="sd"> """</span>
</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">n</span><span class="p">):</span>
</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> <span class="k">yield</span> <span class="n">i</span>
</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a>
</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a>
</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a><span class="k">class</span><span class="w"> </span><span class="nc">ExampleError</span><span class="p">(</span><span class="ne">Exception</span><span class="p">):</span>
</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a><span class="w"> </span><span class="sd">"""Exceptions are documented in the same way as classes.</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a>
</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a><span class="sd"> The __init__ method may be documented in either the class level</span>
</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a><span class="sd"> docstring, or as a docstring on the __init__ method itself.</span>
</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a>
</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a><span class="sd"> Either form is acceptable, but the two should not be mixed. Choose one</span>
</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a><span class="sd"> convention to document the __init__ method and be consistent with it.</span>
</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a>
</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a><span class="sd"> Note</span>
</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a><span class="sd"> ----</span>
</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a><span class="sd"> Do not include the `self` parameter in the ``Parameters`` section.</span>
</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a>
</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a><span class="sd"> Parameters</span>
</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a><span class="sd"> ----------</span>
</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a><span class="sd"> msg : str</span>
</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a><span class="sd"> Human readable string describing the exception.</span>
</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a><span class="sd"> code : :obj:`int`, optional</span>
</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a><span class="sd"> Numeric error code.</span>
</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a>
</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a><span class="sd"> Attributes</span>
</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a><span class="sd"> ----------</span>
</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a><span class="sd"> msg : str</span>
</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a><span class="sd"> Human readable string describing the exception.</span>
</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a><span class="sd"> code : int</span>
</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a><span class="sd"> Numeric error code.</span>
</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a>
</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a><span class="sd"> """</span>
</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a>
</span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a> <span class="k">def</span><span class="w"> </span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">msg</span><span class="p">,</span> <span class="n">code</span><span class="p">):</span>
</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">msg</span> <span class="o">=</span> <span class="n">msg</span>
</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">code</span> <span class="o">=</span> <span class="n">code</span>
</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a>
</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">add_note</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">note</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a><span class="w"> </span><span class="sd">"""This method is present on Python 3.11+ and manually added here so that snapshots are consistent."""</span>
</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a>
</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">with_traceback</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="nb">object</span><span class="p">,</span> <span class="o">/</span><span class="p">):</span>
</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a><span class="w"> </span><span class="sd">"""This method has a changed docstring in Python 3.13+ and is manually added here so that snapshots are consistent."""</span>
</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a>
</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a><span class="k">class</span><span class="w"> </span><span class="nc">ExampleClass</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a><span class="w"> </span><span class="sd">"""The summary line for a class docstring should fit on one line.</span>
</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a>
</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a><span class="sd"> If the class has public attributes, they may be documented here</span>
</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a><span class="sd"> in an ``Attributes`` section and follow the same formatting as a</span>
</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a><span class="sd"> function's ``Args`` section. Alternatively, attributes may be documented</span>
</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a><span class="sd"> inline with the attribute's declaration (see __init__ method below).</span>
</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a>
</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a><span class="sd"> Properties created with the ``@property`` decorator should be documented</span>
</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a><span class="sd"> in the property's getter method.</span>
</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a>
</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a><span class="sd"> Attributes</span>
</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a><span class="sd"> ----------</span>
</span><span id="L-255"><a href="#L-255"><span class="linenos">255</span></a><span class="sd"> attr1 : str</span>
</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a><span class="sd"> Description of `attr1`.</span>
</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a><span class="sd"> attr2 : :obj:`int`, optional</span>
</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a><span class="sd"> Description of `attr2`.</span>
</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a>
</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a><span class="sd"> """</span>
</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a>
</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a> <span class="k">def</span><span class="w"> </span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">param1</span><span class="p">,</span> <span class="n">param2</span><span class="p">,</span> <span class="n">param3</span><span class="p">):</span>
</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a><span class="w"> </span><span class="sd">"""Example of docstring on the __init__ method.</span>
</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a>
</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a><span class="sd"> The __init__ method may be documented in either the class level</span>
</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a><span class="sd"> docstring, or as a docstring on the __init__ method itself.</span>
</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a>
</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a><span class="sd"> Either form is acceptable, but the two should not be mixed. Choose one</span>
</span><span id="L-269"><a href="#L-269"><span class="linenos">269</span></a><span class="sd"> convention to document the __init__ method and be consistent with it.</span>
</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a>
</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a><span class="sd"> Note</span>
</span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a><span class="sd"> ----</span>
</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a><span class="sd"> Do not include the `self` parameter in the ``Parameters`` section.</span>
</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a>
</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a><span class="sd"> Parameters</span>
</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a><span class="sd"> ----------</span>
</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a><span class="sd"> param1 : str</span>
</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a><span class="sd"> Description of `param1`.</span>
</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a><span class="sd"> param2 : :obj:`list` of :obj:`str`</span>
</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a><span class="sd"> Description of `param2`. Multiple</span>
</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a><span class="sd"> lines are supported.</span>
</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a><span class="sd"> param3 : :obj:`int`, optional</span>
</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a><span class="sd"> Description of `param3`.</span>
</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a>
</span><span id="L-285"><a href="#L-285"><span class="linenos">285</span></a><span class="sd"> """</span>
</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">attr1</span> <span class="o">=</span> <span class="n">param1</span>
</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">attr2</span> <span class="o">=</span> <span class="n">param2</span>
</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">attr3</span> <span class="o">=</span> <span class="n">param3</span> <span class="c1">#: Doc comment *inline* with attribute</span>
</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a>
</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a> <span class="c1">#: list of str: Doc comment *before* attribute, with type specified</span>
</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">attr4</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"attr4"</span><span class="p">]</span>
</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a>
</span><span id="L-293"><a href="#L-293"><span class="linenos">293</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">attr5</span> <span class="o">=</span> <span class="kc">None</span>
</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a><span class="w"> </span><span class="sd">"""str: Docstring *after* attribute, with type specified."""</span>
</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a>
</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a> <span class="nd">@property</span>
</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">readonly_property</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a><span class="w"> </span><span class="sd">"""str: Properties should be documented in their getter method."""</span>
</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a> <span class="k">return</span> <span class="s2">"readonly_property"</span>
</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a>
</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a> <span class="nd">@property</span>
</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">readwrite_property</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-303"><a href="#L-303"><span class="linenos">303</span></a><span class="w"> </span><span class="sd">""":obj:`list` of :obj:`str`: Properties with both a getter and setter</span>
</span><span id="L-304"><a href="#L-304"><span class="linenos">304</span></a><span class="sd"> should only be documented in their getter method.</span>
</span><span id="L-305"><a href="#L-305"><span class="linenos">305</span></a>
</span><span id="L-306"><a href="#L-306"><span class="linenos">306</span></a><span class="sd"> If the setter method contains notable behavior, it should be</span>
</span><span id="L-307"><a href="#L-307"><span class="linenos">307</span></a><span class="sd"> mentioned here.</span>
</span><span id="L-308"><a href="#L-308"><span class="linenos">308</span></a><span class="sd"> """</span>
</span><span id="L-309"><a href="#L-309"><span class="linenos">309</span></a> <span class="k">return</span> <span class="p">[</span><span class="s2">"readwrite_property"</span><span class="p">]</span>
</span><span id="L-310"><a href="#L-310"><span class="linenos">310</span></a>
</span><span id="L-311"><a href="#L-311"><span class="linenos">311</span></a> <span class="nd">@readwrite_property</span><span class="o">.</span><span class="n">setter</span>
</span><span id="L-312"><a href="#L-312"><span class="linenos">312</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">readwrite_property</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">value</span><span class="p">):</span>
</span><span id="L-313"><a href="#L-313"><span class="linenos">313</span></a> <span class="n">value</span>
</span><span id="L-314"><a href="#L-314"><span class="linenos">314</span></a>
</span><span id="L-315"><a href="#L-315"><span class="linenos">315</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">example_method</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">param1</span><span class="p">,</span> <span class="n">param2</span><span class="p">):</span>
</span><span id="L-316"><a href="#L-316"><span class="linenos">316</span></a><span class="w"> </span><span class="sd">"""Class methods are similar to regular functions.</span>
</span><span id="L-317"><a href="#L-317"><span class="linenos">317</span></a>
</span><span id="L-318"><a href="#L-318"><span class="linenos">318</span></a><span class="sd"> Note</span>
</span><span id="L-319"><a href="#L-319"><span class="linenos">319</span></a><span class="sd"> ----</span>
</span><span id="L-320"><a href="#L-320"><span class="linenos">320</span></a><span class="sd"> Do not include the `self` parameter in the ``Parameters`` section.</span>
</span><span id="L-321"><a href="#L-321"><span class="linenos">321</span></a>
</span><span id="L-322"><a href="#L-322"><span class="linenos">322</span></a><span class="sd"> Parameters</span>
</span><span id="L-323"><a href="#L-323"><span class="linenos">323</span></a><span class="sd"> ----------</span>
</span><span id="L-324"><a href="#L-324"><span class="linenos">324</span></a><span class="sd"> param1</span>
</span><span id="L-325"><a href="#L-325"><span class="linenos">325</span></a><span class="sd"> The first parameter.</span>
</span><span id="L-326"><a href="#L-326"><span class="linenos">326</span></a><span class="sd"> param2</span>
</span><span id="L-327"><a href="#L-327"><span class="linenos">327</span></a><span class="sd"> The second parameter.</span>
</span><span id="L-328"><a href="#L-328"><span class="linenos">328</span></a>
</span><span id="L-329"><a href="#L-329"><span class="linenos">329</span></a><span class="sd"> Returns</span>
</span><span id="L-330"><a href="#L-330"><span class="linenos">330</span></a><span class="sd"> -------</span>
</span><span id="L-331"><a href="#L-331"><span class="linenos">331</span></a><span class="sd"> bool</span>
</span><span id="L-332"><a href="#L-332"><span class="linenos">332</span></a><span class="sd"> True if successful, False otherwise.</span>
</span><span id="L-333"><a href="#L-333"><span class="linenos">333</span></a>
</span><span id="L-334"><a href="#L-334"><span class="linenos">334</span></a><span class="sd"> """</span>
</span><span id="L-335"><a href="#L-335"><span class="linenos">335</span></a> <span class="k">return</span> <span class="kc">True</span>
</span><span id="L-336"><a href="#L-336"><span class="linenos">336</span></a>
</span><span id="L-337"><a href="#L-337"><span class="linenos">337</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">__special__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-338"><a href="#L-338"><span class="linenos">338</span></a><span class="w"> </span><span class="sd">"""By default special members with docstrings are not included.</span>
</span><span id="L-339"><a href="#L-339"><span class="linenos">339</span></a>
</span><span id="L-340"><a href="#L-340"><span class="linenos">340</span></a><span class="sd"> Special members are any methods or attributes that start with and</span>
</span><span id="L-341"><a href="#L-341"><span class="linenos">341</span></a><span class="sd"> end with a double underscore. Any special member with a docstring</span>
</span><span id="L-342"><a href="#L-342"><span class="linenos">342</span></a><span class="sd"> will be included in the output, if</span>
</span><span id="L-343"><a href="#L-343"><span class="linenos">343</span></a><span class="sd"> ``napoleon_include_special_with_doc`` is set to True.</span>
</span><span id="L-344"><a href="#L-344"><span class="linenos">344</span></a>
</span><span id="L-345"><a href="#L-345"><span class="linenos">345</span></a><span class="sd"> This behavior can be enabled by changing the following setting in</span>
</span><span id="L-346"><a href="#L-346"><span class="linenos">346</span></a><span class="sd"> Sphinx's conf.py::</span>
</span><span id="L-347"><a href="#L-347"><span class="linenos">347</span></a>
</span><span id="L-348"><a href="#L-348"><span class="linenos">348</span></a><span class="sd"> napoleon_include_special_with_doc = True</span>
</span><span id="L-349"><a href="#L-349"><span class="linenos">349</span></a>
</span><span id="L-350"><a href="#L-350"><span class="linenos">350</span></a><span class="sd"> """</span>
</span><span id="L-351"><a href="#L-351"><span class="linenos">351</span></a> <span class="k">pass</span>
</span><span id="L-352"><a href="#L-352"><span class="linenos">352</span></a>
</span><span id="L-353"><a href="#L-353"><span class="linenos">353</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">__special_without_docstring__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-354"><a href="#L-354"><span class="linenos">354</span></a> <span class="k">pass</span>
</span><span id="L-355"><a href="#L-355"><span class="linenos">355</span></a>
</span><span id="L-356"><a href="#L-356"><span class="linenos">356</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">_private</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-357"><a href="#L-357"><span class="linenos">357</span></a><span class="w"> </span><span class="sd">"""By default private members are not included.</span>
</span><span id="L-358"><a href="#L-358"><span class="linenos">358</span></a>
</span><span id="L-359"><a href="#L-359"><span class="linenos">359</span></a><span class="sd"> Private members are any methods or attributes that start with an</span>
</span><span id="L-360"><a href="#L-360"><span class="linenos">360</span></a><span class="sd"> underscore and are *not* special. By default they are not included</span>
</span><span id="L-361"><a href="#L-361"><span class="linenos">361</span></a><span class="sd"> in the output.</span>
</span><span id="L-362"><a href="#L-362"><span class="linenos">362</span></a>
</span><span id="L-363"><a href="#L-363"><span class="linenos">363</span></a><span class="sd"> This behavior can be changed such that private members *are* included</span>
</span><span id="L-364"><a href="#L-364"><span class="linenos">364</span></a><span class="sd"> by changing the following setting in Sphinx's conf.py::</span>
</span><span id="L-365"><a href="#L-365"><span class="linenos">365</span></a>
</span><span id="L-366"><a href="#L-366"><span class="linenos">366</span></a><span class="sd"> napoleon_include_private_with_doc = True</span>
</span><span id="L-367"><a href="#L-367"><span class="linenos">367</span></a>
</span><span id="L-368"><a href="#L-368"><span class="linenos">368</span></a><span class="sd"> """</span>
</span><span id="L-369"><a href="#L-369"><span class="linenos">369</span></a> <span class="k">pass</span>
</span><span id="L-370"><a href="#L-370"><span class="linenos">370</span></a>
</span><span id="L-371"><a href="#L-371"><span class="linenos">371</span></a> <span class="k">def</span><span class="w"> </span><span class="nf">_private_without_docstring</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-372"><a href="#L-372"><span class="linenos">372</span></a> <span class="k">pass</span>
</span><span id="L-373"><a href="#L-373"><span class="linenos">373</span></a>
</span><span id="L-374"><a href="#L-374"><span class="linenos">374</span></a>
</span><span id="L-375"><a href="#L-375"><span class="linenos">375</span></a><span class="k">def</span><span class="w"> </span><span class="nf">foo</span><span class="p">(</span><span class="n">var1</span><span class="p">,</span> <span class="n">var2</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="n">long_var_name</span><span class="o">=</span><span class="s1">'hi'</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
</span><span id="L-376"><a href="#L-376"><span class="linenos">376</span></a><span class="w"> </span><span class="sa">r</span><span class="sd">"""Summarize the function in one line.</span>
</span><span id="L-377"><a href="#L-377"><span class="linenos">377</span></a>
</span><span id="L-378"><a href="#L-378"><span class="linenos">378</span></a><span class="sd"> Several sentences providing an extended description. Refer to</span>
</span><span id="L-379"><a href="#L-379"><span class="linenos">379</span></a><span class="sd"> variables using back-ticks, e.g. `var`.</span>
</span><span id="L-380"><a href="#L-380"><span class="linenos">380</span></a>
</span><span id="L-381"><a href="#L-381"><span class="linenos">381</span></a><span class="sd"> Parameters</span>
</span><span id="L-382"><a href="#L-382"><span class="linenos">382</span></a><span class="sd"> ----------</span>
</span><span id="L-383"><a href="#L-383"><span class="linenos">383</span></a><span class="sd"> var1 : array_like</span>
</span><span id="L-384"><a href="#L-384"><span class="linenos">384</span></a><span class="sd"> Array_like means all those objects -- lists, nested lists, etc. --</span>
</span><span id="L-385"><a href="#L-385"><span class="linenos">385</span></a><span class="sd"> that can be converted to an array. We can also refer to</span>
</span><span id="L-386"><a href="#L-386"><span class="linenos">386</span></a><span class="sd"> variables like `var1`.</span>
</span><span id="L-387"><a href="#L-387"><span class="linenos">387</span></a><span class="sd"> var2 : int</span>
</span><span id="L-388"><a href="#L-388"><span class="linenos">388</span></a><span class="sd"> The type above can either refer to an actual Python type</span>
</span><span id="L-389"><a href="#L-389"><span class="linenos">389</span></a><span class="sd"> (e.g. ``int``), or describe the type of the variable in more</span>
</span><span id="L-390"><a href="#L-390"><span class="linenos">390</span></a><span class="sd"> detail, e.g. ``(N,) ndarray`` or ``array_like``.</span>
</span><span id="L-391"><a href="#L-391"><span class="linenos">391</span></a><span class="sd"> *args : iterable</span>
</span><span id="L-392"><a href="#L-392"><span class="linenos">392</span></a><span class="sd"> Other arguments.</span>
</span><span id="L-393"><a href="#L-393"><span class="linenos">393</span></a><span class="sd"> long_var_name : {'hi', 'ho'}, optional</span>
</span><span id="L-394"><a href="#L-394"><span class="linenos">394</span></a><span class="sd"> Choices in brackets, default first when optional.</span>
</span><span id="L-395"><a href="#L-395"><span class="linenos">395</span></a><span class="sd"> **kwargs : dict</span>
</span><span id="L-396"><a href="#L-396"><span class="linenos">396</span></a><span class="sd"> Keyword arguments.</span>
</span><span id="L-397"><a href="#L-397"><span class="linenos">397</span></a>
</span><span id="L-398"><a href="#L-398"><span class="linenos">398</span></a><span class="sd"> Returns</span>
</span><span id="L-399"><a href="#L-399"><span class="linenos">399</span></a><span class="sd"> -------</span>
</span><span id="L-400"><a href="#L-400"><span class="linenos">400</span></a><span class="sd"> type</span>
</span><span id="L-401"><a href="#L-401"><span class="linenos">401</span></a><span class="sd"> Explanation of anonymous return value of type ``type``.</span>
</span><span id="L-402"><a href="#L-402"><span class="linenos">402</span></a><span class="sd"> describe : type</span>
</span><span id="L-403"><a href="#L-403"><span class="linenos">403</span></a><span class="sd"> Explanation of return value named `describe`.</span>
</span><span id="L-404"><a href="#L-404"><span class="linenos">404</span></a><span class="sd"> out : type</span>
</span><span id="L-405"><a href="#L-405"><span class="linenos">405</span></a><span class="sd"> Explanation of `out`.</span>
</span><span id="L-406"><a href="#L-406"><span class="linenos">406</span></a><span class="sd"> type_without_description</span>
</span><span id="L-407"><a href="#L-407"><span class="linenos">407</span></a>
</span><span id="L-408"><a href="#L-408"><span class="linenos">408</span></a><span class="sd"> Other Parameters</span>
</span><span id="L-409"><a href="#L-409"><span class="linenos">409</span></a><span class="sd"> ----------------</span>
</span><span id="L-410"><a href="#L-410"><span class="linenos">410</span></a><span class="sd"> only_seldom_used_keywords : type</span>
</span><span id="L-411"><a href="#L-411"><span class="linenos">411</span></a><span class="sd"> Explanation.</span>
</span><span id="L-412"><a href="#L-412"><span class="linenos">412</span></a><span class="sd"> common_parameters_listed_above : type</span>
</span><span id="L-413"><a href="#L-413"><span class="linenos">413</span></a><span class="sd"> Explanation.</span>
</span><span id="L-414"><a href="#L-414"><span class="linenos">414</span></a>
</span><span id="L-415"><a href="#L-415"><span class="linenos">415</span></a><span class="sd"> Raises</span>
</span><span id="L-416"><a href="#L-416"><span class="linenos">416</span></a><span class="sd"> ------</span>
</span><span id="L-417"><a href="#L-417"><span class="linenos">417</span></a><span class="sd"> BadException</span>
</span><span id="L-418"><a href="#L-418"><span class="linenos">418</span></a><span class="sd"> Because you shouldn't have done that.</span>
</span><span id="L-419"><a href="#L-419"><span class="linenos">419</span></a>
</span><span id="L-420"><a href="#L-420"><span class="linenos">420</span></a><span class="sd"> See Also</span>
</span><span id="L-421"><a href="#L-421"><span class="linenos">421</span></a><span class="sd"> --------</span>
</span><span id="L-422"><a href="#L-422"><span class="linenos">422</span></a><span class="sd"> numpy.array : Relationship (optional).</span>
</span><span id="L-423"><a href="#L-423"><span class="linenos">423</span></a><span class="sd"> numpy.ndarray : Relationship (optional), which could be fairly long, in</span>
</span><span id="L-424"><a href="#L-424"><span class="linenos">424</span></a><span class="sd"> which case the line wraps here.</span>
</span><span id="L-425"><a href="#L-425"><span class="linenos">425</span></a><span class="sd"> numpy.dot, numpy.linalg.norm, numpy.eye</span>
</span><span id="L-426"><a href="#L-426"><span class="linenos">426</span></a>
</span><span id="L-427"><a href="#L-427"><span class="linenos">427</span></a><span class="sd"> Notes</span>
</span><span id="L-428"><a href="#L-428"><span class="linenos">428</span></a><span class="sd"> -----</span>
</span><span id="L-429"><a href="#L-429"><span class="linenos">429</span></a><span class="sd"> Notes about the implementation algorithm (if needed).</span>
</span><span id="L-430"><a href="#L-430"><span class="linenos">430</span></a>
</span><span id="L-431"><a href="#L-431"><span class="linenos">431</span></a><span class="sd"> This can have multiple paragraphs.</span>
</span><span id="L-432"><a href="#L-432"><span class="linenos">432</span></a>
</span><span id="L-433"><a href="#L-433"><span class="linenos">433</span></a><span class="sd"> You may include some math:</span>
</span><span id="L-434"><a href="#L-434"><span class="linenos">434</span></a>
</span><span id="L-435"><a href="#L-435"><span class="linenos">435</span></a><span class="sd"> .. math:: X(e^{j\omega } ) = x(n)e^{ - j\omega n}</span>
</span><span id="L-436"><a href="#L-436"><span class="linenos">436</span></a>
</span><span id="L-437"><a href="#L-437"><span class="linenos">437</span></a><span class="sd"> And even use a Greek symbol like :math:`\omega` inline.</span>
</span><span id="L-438"><a href="#L-438"><span class="linenos">438</span></a>
</span><span id="L-439"><a href="#L-439"><span class="linenos">439</span></a><span class="sd"> References</span>
</span><span id="L-440"><a href="#L-440"><span class="linenos">440</span></a><span class="sd"> ----------</span>
</span><span id="L-441"><a href="#L-441"><span class="linenos">441</span></a><span class="sd"> Cite the relevant literature, e.g. [1]_. You may also cite these</span>
</span><span id="L-442"><a href="#L-442"><span class="linenos">442</span></a><span class="sd"> references in the notes section above.</span>
</span><span id="L-443"><a href="#L-443"><span class="linenos">443</span></a>
</span><span id="L-444"><a href="#L-444"><span class="linenos">444</span></a><span class="sd"> .. [1] O. McNoleg, "The integration of GIS, remote sensing,</span>
</span><span id="L-445"><a href="#L-445"><span class="linenos">445</span></a><span class="sd"> expert systems and adaptive co-kriging for environmental habitat</span>
</span><span id="L-446"><a href="#L-446"><span class="linenos">446</span></a><span class="sd"> modelling of the Highland Haggis using object-oriented, fuzzy-logic</span>
</span><span id="L-447"><a href="#L-447"><span class="linenos">447</span></a><span class="sd"> and neural-network techniques," Computers & Geosciences, vol. 22,</span>
</span><span id="L-448"><a href="#L-448"><span class="linenos">448</span></a><span class="sd"> pp. 585-588, 1996.</span>
</span><span id="L-449"><a href="#L-449"><span class="linenos">449</span></a>
</span><span id="L-450"><a href="#L-450"><span class="linenos">450</span></a><span class="sd"> Examples</span>
</span><span id="L-451"><a href="#L-451"><span class="linenos">451</span></a><span class="sd"> --------</span>
</span><span id="L-452"><a href="#L-452"><span class="linenos">452</span></a><span class="sd"> These are written in doctest format, and should illustrate how to</span>
</span><span id="L-453"><a href="#L-453"><span class="linenos">453</span></a><span class="sd"> use the function.</span>
</span><span id="L-454"><a href="#L-454"><span class="linenos">454</span></a>
</span><span id="L-455"><a href="#L-455"><span class="linenos">455</span></a><span class="sd"> >>> a = [1, 2, 3]</span>
</span><span id="L-456"><a href="#L-456"><span class="linenos">456</span></a><span class="sd"> >>> print([x + 3 for x in a])</span>
</span><span id="L-457"><a href="#L-457"><span class="linenos">457</span></a><span class="sd"> [4, 5, 6]</span>
</span><span id="L-458"><a href="#L-458"><span class="linenos">458</span></a><span class="sd"> >>> print("a\nb")</span>
</span><span id="L-459"><a href="#L-459"><span class="linenos">459</span></a><span class="sd"> a</span>
</span><span id="L-460"><a href="#L-460"><span class="linenos">460</span></a><span class="sd"> b</span>
</span><span id="L-461"><a href="#L-461"><span class="linenos">461</span></a><span class="sd"> """</span>
</span><span id="L-462"><a href="#L-462"><span class="linenos">462</span></a> <span class="c1"># After closing class docstring, there should be one blank line to</span>
</span><span id="L-463"><a href="#L-463"><span class="linenos">463</span></a> <span class="c1"># separate following codes (according to PEP257).</span>
</span><span id="L-464"><a href="#L-464"><span class="linenos">464</span></a> <span class="c1"># But for function, method and module, there should be no blank lines</span>
</span><span id="L-465"><a href="#L-465"><span class="linenos">465</span></a> <span class="c1"># after closing the docstring.</span>
</span><span id="L-466"><a href="#L-466"><span class="linenos">466</span></a> <span class="k">pass</span>
</span><span id="L-467"><a href="#L-467"><span class="linenos">467</span></a>
</span><span id="L-468"><a href="#L-468"><span class="linenos">468</span></a>
</span><span id="L-469"><a href="#L-469"><span class="linenos">469</span></a><span class="k">def</span><span class="w"> </span><span class="nf">invalid_format</span><span class="p">(</span><span class="n">test</span><span class="p">):</span>
</span><span id="L-470"><a href="#L-470"><span class="linenos">470</span></a><span class="w"> </span><span class="sd">"""</span>
</span><span id="L-471"><a href="#L-471"><span class="linenos">471</span></a><span class="sd"> In this example, there is no description for the test argument</span>
</span><span id="L-472"><a href="#L-472"><span class="linenos">472</span></a>
</span><span id="L-473"><a href="#L-473"><span class="linenos">473</span></a><span class="sd"> Parameters</span>
</span><span id="L-474"><a href="#L-474"><span class="linenos">474</span></a><span class="sd"> ----------</span>
</span><span id="L-475"><a href="#L-475"><span class="linenos">475</span></a><span class="sd"> param1</span>
</span><span id="L-476"><a href="#L-476"><span class="linenos">476</span></a>
</span><span id="L-477"><a href="#L-477"><span class="linenos">477</span></a><span class="sd"> """</span>
</span><span id="L-478"><a href="#L-478"><span class="linenos">478</span></a>
</span><span id="L-479"><a href="#L-479"><span class="linenos">479</span></a><span class="k">def</span><span class="w"> </span><span class="nf">invalid_format2</span><span class="p">()</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-480"><a href="#L-480"><span class="linenos">480</span></a><span class="w"> </span><span class="sd">"""</span>
</span><span id="L-481"><a href="#L-481"><span class="linenos">481</span></a><span class="sd"> Another example without description, but this time indented.</span>
</span><span id="L-482"><a href="#L-482"><span class="linenos">482</span></a>
</span><span id="L-483"><a href="#L-483"><span class="linenos">483</span></a><span class="sd"> Returns</span>
</span><span id="L-484"><a href="#L-484"><span class="linenos">484</span></a><span class="sd"> -------</span>
</span><span id="L-485"><a href="#L-485"><span class="linenos">485</span></a><span class="sd"> Text describing the return value.</span>
</span><span id="L-486"><a href="#L-486"><span class="linenos">486</span></a><span class="sd"> """</span>
</span><span id="L-487"><a href="#L-487"><span class="linenos">487</span></a>
</span><span id="L-488"><a href="#L-488"><span class="linenos">488</span></a><span class="k">def</span><span class="w"> </span><span class="nf">invalid_format3</span><span class="p">()</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-489"><a href="#L-489"><span class="linenos">489</span></a><span class="w"> </span><span class="sd">"""</span>
</span><span id="L-490"><a href="#L-490"><span class="linenos">490</span></a><span class="sd"> Another example with a multiline text.</span>
</span><span id="L-491"><a href="#L-491"><span class="linenos">491</span></a>
</span><span id="L-492"><a href="#L-492"><span class="linenos">492</span></a><span class="sd"> Returns</span>
</span><span id="L-493"><a href="#L-493"><span class="linenos">493</span></a><span class="sd"> -------</span>
</span><span id="L-494"><a href="#L-494"><span class="linenos">494</span></a><span class="sd"> Multiline text</span>
</span><span id="L-495"><a href="#L-495"><span class="linenos">495</span></a><span class="sd"> describing the return value.</span>
</span><span id="L-496"><a href="#L-496"><span class="linenos">496</span></a><span class="sd"> """</span>
</span></pre></div>
</section>
<section id="module_level_variable1">
<div class="attr variable">
<span class="name">module_level_variable1</span> =
<span class="default_value">12345</span>
</div>
<a class="headerlink" href="#module_level_variable1"></a>
</section>
<section id="module_level_variable2">
<div class="attr variable">
<span class="name">module_level_variable2</span> =
<span class="default_value">98765</span>
</div>
<a class="headerlink" href="#module_level_variable2"></a>
<div class="docstring"><p>int: Module level variable documented inline.</p>
<p>The docstring may span multiple lines. The type may optionally be specified
on the first line, separated by a colon.</p>
</div>
</section>
<section id="function_with_types_in_docstring">
<input id="function_with_types_in_docstring-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<div class="attr function">
<span class="def">def</span>
<span class="name">function_with_types_in_docstring</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">param1</span>, </span><span class="param"><span class="n">param2</span></span><span class="return-annotation">):</span></span>
<label class="view-source-button" for="function_with_types_in_docstring-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#function_with_types_in_docstring"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="function_with_types_in_docstring-67"><a href="#function_with_types_in_docstring-67"><span class="linenos">67</span></a><span class="k">def</span><span class="w"> </span><span class="nf">function_with_types_in_docstring</span><span class="p">(</span><span class="n">param1</span><span class="p">,</span> <span class="n">param2</span><span class="p">):</span>
</span><span id="function_with_types_in_docstring-68"><a href="#function_with_types_in_docstring-68"><span class="linenos">68</span></a><span class="w"> </span><span class="sd">"""Example function with types documented in the docstring.</span>
</span><span id="function_with_types_in_docstring-69"><a href="#function_with_types_in_docstring-69"><span class="linenos">69</span></a>
</span><span id="function_with_types_in_docstring-70"><a href="#function_with_types_in_docstring-70"><span class="linenos">70</span></a><span class="sd"> `PEP 484`_ type annotations are supported. If attribute, parameter, and</span>
</span><span id="function_with_types_in_docstring-71"><a href="#function_with_types_in_docstring-71"><span class="linenos">71</span></a><span class="sd"> return types are annotated according to `PEP 484`_, they do not need to be</span>
</span><span id="function_with_types_in_docstring-72"><a href="#function_with_types_in_docstring-72"><span class="linenos">72</span></a><span class="sd"> included in the docstring:</span>
</span><span id="function_with_types_in_docstring-73"><a href="#function_with_types_in_docstring-73"><span class="linenos">73</span></a>
</span><span id="function_with_types_in_docstring-74"><a href="#function_with_types_in_docstring-74"><span class="linenos">74</span></a><span class="sd"> Parameters</span>
</span><span id="function_with_types_in_docstring-75"><a href="#function_with_types_in_docstring-75"><span class="linenos">75</span></a><span class="sd"> ----------</span>
</span><span id="function_with_types_in_docstring-76"><a href="#function_with_types_in_docstring-76"><span class="linenos">76</span></a><span class="sd"> param1 : int</span>
</span><span id="function_with_types_in_docstring-77"><a href="#function_with_types_in_docstring-77"><span class="linenos">77</span></a><span class="sd"> The first parameter.</span>
</span><span id="function_with_types_in_docstring-78"><a href="#function_with_types_in_docstring-78"><span class="linenos">78</span></a><span class="sd"> param2 : str</span>
</span><span id="function_with_types_in_docstring-79"><a href="#function_with_types_in_docstring-79"><span class="linenos">79</span></a><span class="sd"> The second parameter.</span>
</span><span id="function_with_types_in_docstring-80"><a href="#function_with_types_in_docstring-80"><span class="linenos">80</span></a>
</span><span id="function_with_types_in_docstring-81"><a href="#function_with_types_in_docstring-81"><span class="linenos">81</span></a><span class="sd"> Returns</span>
</span><span id="function_with_types_in_docstring-82"><a href="#function_with_types_in_docstring-82"><span class="linenos">82</span></a><span class="sd"> -------</span>
</span><span id="function_with_types_in_docstring-83"><a href="#function_with_types_in_docstring-83"><span class="linenos">83</span></a><span class="sd"> bool</span>
</span><span id="function_with_types_in_docstring-84"><a href="#function_with_types_in_docstring-84"><span class="linenos">84</span></a><span class="sd"> True if successful, False otherwise.</span>
</span><span id="function_with_types_in_docstring-85"><a href="#function_with_types_in_docstring-85"><span class="linenos">85</span></a>
</span><span id="function_with_types_in_docstring-86"><a href="#function_with_types_in_docstring-86"><span class="linenos">86</span></a><span class="sd"> .. _PEP 484:</span>
</span><span id="function_with_types_in_docstring-87"><a href="#function_with_types_in_docstring-87"><span class="linenos">87</span></a><span class="sd"> https://www.python.org/dev/peps/pep-0484/</span>
</span><span id="function_with_types_in_docstring-88"><a href="#function_with_types_in_docstring-88"><span class="linenos">88</span></a>
</span><span id="function_with_types_in_docstring-89"><a href="#function_with_types_in_docstring-89"><span class="linenos">89</span></a><span class="sd"> """</span>
</span></pre></div>
<div class="docstring"><p>Example function with types documented in the docstring.</p>
<p><a href="https://www.python.org/dev/peps/pep-0484/">PEP 484</a> type annotations are supported. If attribute, parameter, and
return types are annotated according to <a href="https://www.python.org/dev/peps/pep-0484/">PEP 484</a>, they do not need to be
included in the docstring:</p>
<h6 id="parameters">Parameters</h6>
<ul>
<li><strong>param1</strong> (int):
The first parameter.</li>
<li><strong>param2</strong> (str):
The second parameter.</li>
</ul>
<h6 id="returns">Returns</h6>
<ul>
<li><strong>bool</strong>: True if successful, False otherwise.</li>
</ul>
</div>
</section>
<section id="function_with_pep484_type_annotations">
<input id="function_with_pep484_type_annotations-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<div class="attr function">
<span class="def">def</span>
<span class="name">function_with_pep484_type_annotations</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">param1</span><span class="p">:</span> <span class="nb">int</span>, </span><span class="param"><span class="n">param2</span><span class="p">:</span> <span class="nb">str</span></span><span class="return-annotation">) -> <span class="nb">bool</span>:</span></span>
<label class="view-source-button" for="function_with_pep484_type_annotations-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#function_with_pep484_type_annotations"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="function_with_pep484_type_annotations-92"><a href="#function_with_pep484_type_annotations-92"><span class="linenos"> 92</span></a><span class="k">def</span><span class="w"> </span><span class="nf">function_with_pep484_type_annotations</span><span class="p">(</span><span class="n">param1</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">param2</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="function_with_pep484_type_annotations-93"><a href="#function_with_pep484_type_annotations-93"><span class="linenos"> 93</span></a><span class="w"> </span><span class="sd">"""Example function with PEP 484 type annotations.</span>
</span><span id="function_with_pep484_type_annotations-94"><a href="#function_with_pep484_type_annotations-94"><span class="linenos"> 94</span></a>
</span><span id="function_with_pep484_type_annotations-95"><a href="#function_with_pep484_type_annotations-95"><span class="linenos"> 95</span></a><span class="sd"> The return type must be duplicated in the docstring to comply</span>
</span><span id="function_with_pep484_type_annotations-96"><a href="#function_with_pep484_type_annotations-96"><span class="linenos"> 96</span></a><span class="sd"> with the NumPy docstring style.</span>
</span><span id="function_with_pep484_type_annotations-97"><a href="#function_with_pep484_type_annotations-97"><span class="linenos"> 97</span></a>
</span><span id="function_with_pep484_type_annotations-98"><a href="#function_with_pep484_type_annotations-98"><span class="linenos"> 98</span></a><span class="sd"> Parameters</span>
</span><span id="function_with_pep484_type_annotations-99"><a href="#function_with_pep484_type_annotations-99"><span class="linenos"> 99</span></a><span class="sd"> ----------</span>
</span><span id="function_with_pep484_type_annotations-100"><a href="#function_with_pep484_type_annotations-100"><span class="linenos">100</span></a><span class="sd"> param1</span>
</span><span id="function_with_pep484_type_annotations-101"><a href="#function_with_pep484_type_annotations-101"><span class="linenos">101</span></a><span class="sd"> The first parameter.</span>
</span><span id="function_with_pep484_type_annotations-102"><a href="#function_with_pep484_type_annotations-102"><span class="linenos">102</span></a><span class="sd"> param2</span>
</span><span id="function_with_pep484_type_annotations-103"><a href="#function_with_pep484_type_annotations-103"><span class="linenos">103</span></a><span class="sd"> The second parameter.</span>
</span><span id="function_with_pep484_type_annotations-104"><a href="#function_with_pep484_type_annotations-104"><span class="linenos">104</span></a>
</span><span id="function_with_pep484_type_annotations-105"><a href="#function_with_pep484_type_annotations-105"><span class="linenos">105</span></a><span class="sd"> Returns</span>
</span><span id="function_with_pep484_type_annotations-106"><a href="#function_with_pep484_type_annotations-106"><span class="linenos">106</span></a><span class="sd"> -------</span>
</span><span id="function_with_pep484_type_annotations-107"><a href="#function_with_pep484_type_annotations-107"><span class="linenos">107</span></a><span class="sd"> bool</span>
</span><span id="function_with_pep484_type_annotations-108"><a href="#function_with_pep484_type_annotations-108"><span class="linenos">108</span></a><span class="sd"> True if successful, False otherwise.</span>
</span><span id="function_with_pep484_type_annotations-109"><a href="#function_with_pep484_type_annotations-109"><span class="linenos">109</span></a>
</span><span id="function_with_pep484_type_annotations-110"><a href="#function_with_pep484_type_annotations-110"><span class="linenos">110</span></a><span class="sd"> """</span>
</span><span id="function_with_pep484_type_annotations-111"><a href="#function_with_pep484_type_annotations-111"><span class="linenos">111</span></a> <span class="k">raise</span> <span class="ne">NotImplementedError</span>
</span></pre></div>
<div class="docstring"><p>Example function with PEP 484 type annotations.</p>
<p>The return type must be duplicated in the docstring to comply
with the NumPy docstring style.</p>
<h6 id="parameters">Parameters</h6>
<ul>
<li><strong>param1</strong>: The first parameter.</li>
<li><strong>param2</strong>: The second parameter.</li>
</ul>
<h6 id="returns">Returns</h6>
<ul>
<li><strong>bool</strong>: True if successful, False otherwise.</li>
</ul>
</div>
</section>
<section id="module_level_function">
<input id="module_level_function-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<div class="attr function">
<span class="def">def</span>
<span class="name">module_level_function</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">param1</span>, </span><span class="param"><span class="n">param2</span><span class="o">=</span><span class="kc">None</span>, </span><span class="param"><span class="o">*</span><span class="n">args</span>, </span><span class="param"><span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">):</span></span>
<label class="view-source-button" for="module_level_function-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#module_level_function"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="module_level_function-114"><a href="#module_level_function-114"><span class="linenos">114</span></a><span class="k">def</span><span class="w"> </span><span class="nf">module_level_function</span><span class="p">(</span><span class="n">param1</span><span class="p">,</span> <span class="n">param2</span><span class="o">=</span><span class="kc">None</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><span id="module_level_function-115"><a href="#module_level_function-115"><span class="linenos">115</span></a><span class="w"> </span><span class="sd">"""This is an example of a module level function.</span>
</span><span id="module_level_function-116"><a href="#module_level_function-116"><span class="linenos">116</span></a>
</span><span id="module_level_function-117"><a href="#module_level_function-117"><span class="linenos">117</span></a><span class="sd"> Function parameters should be documented in the ``Parameters`` section.</span>
</span><span id="module_level_function-118"><a href="#module_level_function-118"><span class="linenos">118</span></a><span class="sd"> The name of each parameter is required. The type and description of each</span>
</span><span id="module_level_function-119"><a href="#module_level_function-119"><span class="linenos">119</span></a><span class="sd"> parameter is optional, but should be included if not obvious.</span>
</span><span id="module_level_function-120"><a href="#module_level_function-120"><span class="linenos">120</span></a>
</span><span id="module_level_function-121"><a href="#module_level_function-121"><span class="linenos">121</span></a><span class="sd"> If *args or **kwargs are accepted,</span>
</span><span id="module_level_function-122"><a href="#module_level_function-122"><span class="linenos">122</span></a><span class="sd"> they should be listed as ``*args`` and ``**kwargs``.</span>
</span><span id="module_level_function-123"><a href="#module_level_function-123"><span class="linenos">123</span></a>
</span><span id="module_level_function-124"><a href="#module_level_function-124"><span class="linenos">124</span></a><span class="sd"> The format for a parameter is::</span>
</span><span id="module_level_function-125"><a href="#module_level_function-125"><span class="linenos">125</span></a>
</span><span id="module_level_function-126"><a href="#module_level_function-126"><span class="linenos">126</span></a><span class="sd"> name : type</span>
</span><span id="module_level_function-127"><a href="#module_level_function-127"><span class="linenos">127</span></a><span class="sd"> description</span>
</span><span id="module_level_function-128"><a href="#module_level_function-128"><span class="linenos">128</span></a>
</span><span id="module_level_function-129"><a href="#module_level_function-129"><span class="linenos">129</span></a><span class="sd"> The description may span multiple lines. Following lines</span>
</span><span id="module_level_function-130"><a href="#module_level_function-130"><span class="linenos">130</span></a><span class="sd"> should be indented to match the first line of the description.</span>
</span><span id="module_level_function-131"><a href="#module_level_function-131"><span class="linenos">131</span></a><span class="sd"> The ": type" is optional.</span>
</span><span id="module_level_function-132"><a href="#module_level_function-132"><span class="linenos">132</span></a>
</span><span id="module_level_function-133"><a href="#module_level_function-133"><span class="linenos">133</span></a><span class="sd"> Multiple paragraphs are supported in parameter</span>
</span><span id="module_level_function-134"><a href="#module_level_function-134"><span class="linenos">134</span></a><span class="sd"> descriptions.</span>
</span><span id="module_level_function-135"><a href="#module_level_function-135"><span class="linenos">135</span></a>
</span><span id="module_level_function-136"><a href="#module_level_function-136"><span class="linenos">136</span></a><span class="sd"> Parameters</span>
</span><span id="module_level_function-137"><a href="#module_level_function-137"><span class="linenos">137</span></a><span class="sd"> ----------</span>
</span><span id="module_level_function-138"><a href="#module_level_function-138"><span class="linenos">138</span></a><span class="sd"> param1 : int</span>
</span><span id="module_level_function-139"><a href="#module_level_function-139"><span class="linenos">139</span></a><span class="sd"> The first parameter.</span>
</span><span id="module_level_function-140"><a href="#module_level_function-140"><span class="linenos">140</span></a><span class="sd"> param2 : :obj:`str`, optional</span>
</span><span id="module_level_function-141"><a href="#module_level_function-141"><span class="linenos">141</span></a><span class="sd"> The second parameter.</span>
</span><span id="module_level_function-142"><a href="#module_level_function-142"><span class="linenos">142</span></a><span class="sd"> *args</span>
</span><span id="module_level_function-143"><a href="#module_level_function-143"><span class="linenos">143</span></a><span class="sd"> Variable length argument list.</span>
</span><span id="module_level_function-144"><a href="#module_level_function-144"><span class="linenos">144</span></a><span class="sd"> **kwargs</span>
</span><span id="module_level_function-145"><a href="#module_level_function-145"><span class="linenos">145</span></a><span class="sd"> Arbitrary keyword arguments.</span>
</span><span id="module_level_function-146"><a href="#module_level_function-146"><span class="linenos">146</span></a>
</span><span id="module_level_function-147"><a href="#module_level_function-147"><span class="linenos">147</span></a><span class="sd"> Returns</span>
</span><span id="module_level_function-148"><a href="#module_level_function-148"><span class="linenos">148</span></a><span class="sd"> -------</span>
</span><span id="module_level_function-149"><a href="#module_level_function-149"><span class="linenos">149</span></a><span class="sd"> bool</span>
</span><span id="module_level_function-150"><a href="#module_level_function-150"><span class="linenos">150</span></a><span class="sd"> True if successful, False otherwise.</span>
</span><span id="module_level_function-151"><a href="#module_level_function-151"><span class="linenos">151</span></a>
</span><span id="module_level_function-152"><a href="#module_level_function-152"><span class="linenos">152</span></a><span class="sd"> The return type is not optional. The ``Returns`` section may span</span>
</span><span id="module_level_function-153"><a href="#module_level_function-153"><span class="linenos">153</span></a><span class="sd"> multiple lines and paragraphs. Following lines should be indented to</span>
</span><span id="module_level_function-154"><a href="#module_level_function-154"><span class="linenos">154</span></a><span class="sd"> match the first line of the description.</span>
</span><span id="module_level_function-155"><a href="#module_level_function-155"><span class="linenos">155</span></a>
</span><span id="module_level_function-156"><a href="#module_level_function-156"><span class="linenos">156</span></a><span class="sd"> The ``Returns`` section supports any reStructuredText formatting,</span>
</span><span id="module_level_function-157"><a href="#module_level_function-157"><span class="linenos">157</span></a><span class="sd"> including literal blocks::</span>
</span><span id="module_level_function-158"><a href="#module_level_function-158"><span class="linenos">158</span></a>
</span><span id="module_level_function-159"><a href="#module_level_function-159"><span class="linenos">159</span></a><span class="sd"> {</span>
</span><span id="module_level_function-160"><a href="#module_level_function-160"><span class="linenos">160</span></a><span class="sd"> 'param1': param1,</span>
</span><span id="module_level_function-161"><a href="#module_level_function-161"><span class="linenos">161</span></a><span class="sd"> 'param2': param2</span>
</span><span id="module_level_function-162"><a href="#module_level_function-162"><span class="linenos">162</span></a><span class="sd"> }</span>
</span><span id="module_level_function-163"><a href="#module_level_function-163"><span class="linenos">163</span></a>
</span><span id="module_level_function-164"><a href="#module_level_function-164"><span class="linenos">164</span></a><span class="sd"> Raises</span>
</span><span id="module_level_function-165"><a href="#module_level_function-165"><span class="linenos">165</span></a><span class="sd"> ------</span>
</span><span id="module_level_function-166"><a href="#module_level_function-166"><span class="linenos">166</span></a><span class="sd"> AttributeError</span>
</span><span id="module_level_function-167"><a href="#module_level_function-167"><span class="linenos">167</span></a><span class="sd"> The ``Raises`` section is a list of all exceptions</span>
</span><span id="module_level_function-168"><a href="#module_level_function-168"><span class="linenos">168</span></a><span class="sd"> that are relevant to the interface.</span>
</span><span id="module_level_function-169"><a href="#module_level_function-169"><span class="linenos">169</span></a><span class="sd"> ValueError</span>
</span><span id="module_level_function-170"><a href="#module_level_function-170"><span class="linenos">170</span></a><span class="sd"> If `param2` is equal to `param1`.</span>
</span><span id="module_level_function-171"><a href="#module_level_function-171"><span class="linenos">171</span></a>
</span><span id="module_level_function-172"><a href="#module_level_function-172"><span class="linenos">172</span></a><span class="sd"> """</span>
</span><span id="module_level_function-173"><a href="#module_level_function-173"><span class="linenos">173</span></a> <span class="k">if</span> <span class="n">param1</span> <span class="o">==</span> <span class="n">param2</span><span class="p">:</span>
</span><span id="module_level_function-174"><a href="#module_level_function-174"><span class="linenos">174</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">'param1 may not be equal to param2'</span><span class="p">)</span>
</span><span id="module_level_function-175"><a href="#module_level_function-175"><span class="linenos">175</span></a> <span class="k">return</span> <span class="kc">True</span>
</span></pre></div>
<div class="docstring"><p>This is an example of a module level function.</p>
<p>Function parameters should be documented in the <code>Parameters</code> section.
The name of each parameter is required. The type and description of each
parameter is optional, but should be included if not obvious.</p>
<p>If <em>args or *</em>kwargs are accepted,
they should be listed as <code>*args</code> and <code>**kwargs</code>.</p>
<p>The format for a parameter is::</p>
<pre><code>name : type
description
The description may span multiple lines. Following lines
should be indented to match the first line of the description.
The ": type" is optional.
Multiple paragraphs are supported in parameter
descriptions.
</code></pre>
<h6 id="parameters">Parameters</h6>
<ul>
<li><strong>param1</strong> (int):
The first parameter.</li>
<li><strong>param2</strong> (<code>str</code>, optional):
The second parameter.</li>
<li><strong>*args</strong>: Variable length argument list.</li>
<li><strong>**kwargs</strong>: Arbitrary keyword arguments.</li>
</ul>
<h6 id="returns">Returns</h6>
<ul>
<li><strong>bool</strong>: True if successful, False otherwise.</li>
</ul>
<p>The return type is not optional. The <code>Returns</code> section may span
multiple lines and paragraphs. Following lines should be indented to
match the first line of the description.</p>
<p>The <code>Returns</code> section supports any reStructuredText formatting,
including literal blocks::</p>
<pre><code>{
'param1': param1,
'param2': param2
}
</code></pre>
<h6 id="raises">Raises</h6>
<ul>
<li><strong>AttributeError</strong>: The <code>Raises</code> section is a list of all exceptions
that are relevant to the interface.</li>
<li><strong>ValueError</strong>: If <code>param2</code> is equal to <code>param1</code>.</li>
</ul>
</div>
</section>
<section id="example_generator">
<input id="example_generator-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<div class="attr function">
<span class="def">def</span>
<span class="name">example_generator</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">n</span></span><span class="return-annotation">):</span></span>
<label class="view-source-button" for="example_generator-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#example_generator"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="example_generator-178"><a href="#example_generator-178"><span class="linenos">178</span></a><span class="k">def</span><span class="w"> </span><span class="nf">example_generator</span><span class="p">(</span><span class="n">n</span><span class="p">):</span>
</span><span id="example_generator-179"><a href="#example_generator-179"><span class="linenos">179</span></a><span class="w"> </span><span class="sd">"""Generators have a ``Yields`` section instead of a ``Returns`` section.</span>
</span><span id="example_generator-180"><a href="#example_generator-180"><span class="linenos">180</span></a>
</span><span id="example_generator-181"><a href="#example_generator-181"><span class="linenos">181</span></a><span class="sd"> Parameters</span>
</span><span id="example_generator-182"><a href="#example_generator-182"><span class="linenos">182</span></a><span class="sd"> ----------</span>
</span><span id="example_generator-183"><a href="#example_generator-183"><span class="linenos">183</span></a><span class="sd"> n : int</span>
</span><span id="example_generator-184"><a href="#example_generator-184"><span class="linenos">184</span></a><span class="sd"> The upper limit of the range to generate, from 0 to `n` - 1.</span>
</span><span id="example_generator-185"><a href="#example_generator-185"><span class="linenos">185</span></a>
</span><span id="example_generator-186"><a href="#example_generator-186"><span class="linenos">186</span></a><span class="sd"> Yields</span>
</span><span id="example_generator-187"><a href="#example_generator-187"><span class="linenos">187</span></a><span class="sd"> ------</span>
</span><span id="example_generator-188"><a href="#example_generator-188"><span class="linenos">188</span></a><span class="sd"> int</span>
</span><span id="example_generator-189"><a href="#example_generator-189"><span class="linenos">189</span></a><span class="sd"> The next number in the range of 0 to `n` - 1.</span>
</span><span id="example_generator-190"><a href="#example_generator-190"><span class="linenos">190</span></a>
</span><span id="example_generator-191"><a href="#example_generator-191"><span class="linenos">191</span></a><span class="sd"> Examples</span>
</span><span id="example_generator-192"><a href="#example_generator-192"><span class="linenos">192</span></a><span class="sd"> --------</span>
</span><span id="example_generator-193"><a href="#example_generator-193"><span class="linenos">193</span></a><span class="sd"> Examples should be written in doctest format, and should illustrate how</span>
</span><span id="example_generator-194"><a href="#example_generator-194"><span class="linenos">194</span></a><span class="sd"> to use the function.</span>
</span><span id="example_generator-195"><a href="#example_generator-195"><span class="linenos">195</span></a>
</span><span id="example_generator-196"><a href="#example_generator-196"><span class="linenos">196</span></a><span class="sd"> >>> print([i for i in example_generator(4)])</span>
</span><span id="example_generator-197"><a href="#example_generator-197"><span class="linenos">197</span></a><span class="sd"> [0, 1, 2, 3]</span>
</span><span id="example_generator-198"><a href="#example_generator-198"><span class="linenos">198</span></a>
</span><span id="example_generator-199"><a href="#example_generator-199"><span class="linenos">199</span></a><span class="sd"> """</span>
</span><span id="example_generator-200"><a href="#example_generator-200"><span class="linenos">200</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">n</span><span class="p">):</span>
</span><span id="example_generator-201"><a href="#example_generator-201"><span class="linenos">201</span></a> <span class="k">yield</span> <span class="n">i</span>
</span></pre></div>
<div class="docstring"><p>Generators have a <code>Yields</code> section instead of a <code>Returns</code> section.</p>
<h6 id="parameters">Parameters</h6>
<ul>
<li><strong>n</strong> (int):
The upper limit of the range to generate, from 0 to <code>n</code> - 1.</li>
</ul>