copy pasted grogu

class-solution
Daniel Pozsar 3 months ago
parent 339f324f81
commit 3a23c31370

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21
.gitignore vendored

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__pycache__
# Build
build
dist
**/*.egg-info
# VSCode settings
.vscode
.conda
.pytest_cache
# Docs
docs/make.bat
docs/build
docs/source/api/generated
*generated
# Debug
tmp*

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# See https://pre-commit.com for more information
# See https://pre-commit.com/hooks.html for more hooks
repos:
- repo: https://github.com/adrybakov/pre-commit-hooks
rev: 0.2.0
hooks:
- id: license-headers
args:
- --license-file
- L-HEADER
- --update-year
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- repo: https://github.com/pre-commit/pre-commit-hooks
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- id: trailing-whitespace
- id: end-of-file-fixer
- id: check-yaml
- id: check-added-large-files
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rev: 5.13.2
hooks:
- id: isort
args: ["--profile", "black", "--filter-files"]
- repo: https://github.com/psf/black-pre-commit-mirror
rev: 24.4.2
hooks:
- id: black
language_version: python3.11
- repo: local
hooks:
- id: pytest-check
name: pytest-check
entry: pytest
language: system
pass_filenames: false
always_run: true

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Copyright (c) [2024] [Daniel Pozsar]
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

@ -0,0 +1,21 @@
MIT License
Copyright (c) [2024] [Daniel Pozsar]
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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# Relativistic magnetic interactions from non-orthogonal basis sets

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sphinx
sphinx_rtd_theme
numpydoc
doctest

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# Minimal makefile for Sphinx documentation
#
# You can set these variables from the command line, and also
# from the environment for the first two.
SPHINXOPTS ?=
SPHINXBUILD ?= sphinx-build
SOURCEDIR = .
BUILDDIR = _build
# Put it first so that "make" without argument is like "make help".
help:
@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
.PHONY: help Makefile
# Catch-all target: route all unknown targets to Sphinx using the new
# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS).
%: Makefile
@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

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# Sphinx build info version 1
# This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
config: 0f8ff1598a5b65221fc2ef8f29fdbeac
tags: 645f666f9bcd5a90fca523b33c5a78b7

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<h1>Source code for grogu.useful</h1><div class="highlight"><pre>
<span></span><span class="c1"># Copyright (c) [2024] [Daniel Pozsar]</span>
<span class="c1">#</span>
<span class="c1"># Permission is hereby granted, free of charge, to any person obtaining a copy</span>
<span class="c1"># of this software and associated documentation files (the &quot;Software&quot;), to deal</span>
<span class="c1"># in the Software without restriction, including without limitation the rights</span>
<span class="c1"># to use, copy, modify, merge, publish, distribute, sublicense, and/or sell</span>
<span class="c1"># copies of the Software, and to permit persons to whom the Software is</span>
<span class="c1"># furnished to do so, subject to the following conditions:</span>
<span class="c1">#</span>
<span class="c1"># The above copyright notice and this permission notice shall be included in all</span>
<span class="c1"># copies or substantial portions of the Software.</span>
<span class="c1">#</span>
<span class="c1"># THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span>
<span class="c1"># IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span>
<span class="c1"># FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE</span>
<span class="c1"># AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span>
<span class="c1"># LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,</span>
<span class="c1"># OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE</span>
<span class="c1"># SOFTWARE.</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">scipy.special</span> <span class="kn">import</span> <span class="n">roots_legendre</span>
<span class="kn">from</span> <span class="nn">itertools</span> <span class="kn">import</span> <span class="n">permutations</span><span class="p">,</span> <span class="n">product</span>
<span class="c1"># define some useful functions</span>
<div class="viewcode-block" id="hsk">
<a class="viewcode-back" href="../../grogu.html#grogu.useful.hsk">[docs]</a>
<span class="k">def</span> <span class="nf">hsk</span><span class="p">(</span><span class="n">dh</span><span class="p">,</span> <span class="n">k</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">)):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> One way to speed up Hk and Sk generation</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">k</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span> <span class="c1"># this two conversion lines</span>
<span class="n">k</span><span class="o">.</span><span class="n">shape</span> <span class="o">=</span> <span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,)</span> <span class="c1"># are from the sisl source</span>
<span class="c1"># this generates the list of phases</span>
<span class="n">phases</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="n">j</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">dh</span><span class="o">.</span><span class="n">rcell</span><span class="p">,</span> <span class="n">k</span><span class="p">),</span> <span class="n">dh</span><span class="o">.</span><span class="n">cell</span><span class="p">),</span> <span class="n">dh</span><span class="o">.</span><span class="n">sc</span><span class="o">.</span><span class="n">sc_off</span><span class="o">.</span><span class="n">T</span><span class="p">))</span>
<span class="n">HKU</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s2">&quot;abc,c-&gt;ab&quot;</span><span class="p">,</span> <span class="n">dh</span><span class="o">.</span><span class="n">hup</span><span class="p">,</span> <span class="n">phases</span><span class="p">)</span>
<span class="n">HKD</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s2">&quot;abc,c-&gt;ab&quot;</span><span class="p">,</span> <span class="n">dh</span><span class="o">.</span><span class="n">hdo</span><span class="p">,</span> <span class="n">phases</span><span class="p">)</span>
<span class="n">SK</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s2">&quot;abc,c-&gt;ab&quot;</span><span class="p">,</span> <span class="n">dh</span><span class="o">.</span><span class="n">sov</span><span class="p">,</span> <span class="n">phases</span><span class="p">)</span>
<span class="k">return</span> <span class="n">HKU</span><span class="p">,</span> <span class="n">HKD</span><span class="p">,</span> <span class="n">SK</span></div>
<div class="viewcode-block" id="make_contour">
<a class="viewcode-back" href="../../grogu.html#grogu.useful.make_contour">[docs]</a>
<span class="k">def</span> <span class="nf">make_contour</span><span class="p">(</span><span class="n">emin</span><span class="o">=-</span><span class="mi">20</span><span class="p">,</span> <span class="n">emax</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">enum</span><span class="o">=</span><span class="mi">42</span><span class="p">,</span> <span class="n">p</span><span class="o">=</span><span class="mi">150</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> A more sophisticated contour generator</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">x</span><span class="p">,</span> <span class="n">wl</span> <span class="o">=</span> <span class="n">roots_legendre</span><span class="p">(</span><span class="n">enum</span><span class="p">)</span>
<span class="n">R</span> <span class="o">=</span> <span class="p">(</span><span class="n">emax</span> <span class="o">-</span> <span class="n">emin</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span>
<span class="n">z0</span> <span class="o">=</span> <span class="p">(</span><span class="n">emax</span> <span class="o">+</span> <span class="n">emin</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span>
<span class="n">y1</span> <span class="o">=</span> <span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="mi">1</span> <span class="o">+</span> <span class="n">np</span><span class="o">.</span><span class="n">pi</span> <span class="o">*</span> <span class="n">p</span><span class="p">)</span>
<span class="n">y2</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">y</span> <span class="o">=</span> <span class="p">(</span><span class="n">y2</span> <span class="o">-</span> <span class="n">y1</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">x</span> <span class="o">+</span> <span class="p">(</span><span class="n">y2</span> <span class="o">+</span> <span class="n">y1</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span>
<span class="n">phi</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">y</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="n">p</span>
<span class="n">ze</span> <span class="o">=</span> <span class="n">z0</span> <span class="o">+</span> <span class="n">R</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="mi">1</span><span class="n">j</span> <span class="o">*</span> <span class="n">phi</span><span class="p">)</span>
<span class="n">we</span> <span class="o">=</span> <span class="o">-</span><span class="p">(</span><span class="n">y2</span> <span class="o">-</span> <span class="n">y1</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">y</span><span class="p">)</span> <span class="o">/</span> <span class="n">p</span> <span class="o">*</span> <span class="mi">1</span><span class="n">j</span> <span class="o">*</span> <span class="p">(</span><span class="n">ze</span> <span class="o">-</span> <span class="n">z0</span><span class="p">)</span> <span class="o">*</span> <span class="n">wl</span>
<span class="k">class</span> <span class="nc">ccont</span><span class="p">:</span>
<span class="c1"># just an empty container class</span>
<span class="k">pass</span>
<span class="n">cont</span> <span class="o">=</span> <span class="n">ccont</span><span class="p">()</span>
<span class="n">cont</span><span class="o">.</span><span class="n">R</span> <span class="o">=</span> <span class="n">R</span>
<span class="n">cont</span><span class="o">.</span><span class="n">z0</span> <span class="o">=</span> <span class="n">z0</span>
<span class="n">cont</span><span class="o">.</span><span class="n">ze</span> <span class="o">=</span> <span class="n">ze</span>
<span class="n">cont</span><span class="o">.</span><span class="n">we</span> <span class="o">=</span> <span class="n">we</span>
<span class="n">cont</span><span class="o">.</span><span class="n">enum</span> <span class="o">=</span> <span class="n">enum</span>
<span class="k">return</span> <span class="n">cont</span></div>
<div class="viewcode-block" id="make_kset">
<a class="viewcode-back" href="../../grogu.html#grogu.useful.make_kset">[docs]</a>
<span class="k">def</span> <span class="nf">make_kset</span><span class="p">(</span><span class="n">dirs</span><span class="o">=</span><span class="s2">&quot;xyz&quot;</span><span class="p">,</span> <span class="n">NUMK</span><span class="o">=</span><span class="mi">20</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Simple k-grid generator. Depending on the value of the dirs</span>
<span class="sd"> argument k sampling in 1,2 or 3 dimensions is generated.</span>
<span class="sd"> If dirs argument does not contain either of x,y or z</span>
<span class="sd"> a kset of a single k-pont at the origin is returend.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="nb">sum</span><span class="p">([</span><span class="n">d</span> <span class="ow">in</span> <span class="n">dirs</span> <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="s2">&quot;xyz&quot;</span><span class="p">])):</span>
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">]])</span>
<span class="n">kran</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">dirs</span><span class="p">)</span> <span class="o">*</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">NUMK</span><span class="p">,</span> <span class="n">endpoint</span><span class="o">=</span><span class="kc">False</span><span class="p">)]</span>
<span class="n">mg</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="o">*</span><span class="n">kran</span><span class="p">)</span>
<span class="n">dirsdict</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
<span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">dirs</span><span class="p">):</span>
<span class="n">dirsdict</span><span class="p">[</span><span class="n">d</span><span class="p">[</span><span class="mi">1</span><span class="p">]]</span> <span class="o">=</span> <span class="n">mg</span><span class="p">[</span><span class="n">d</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span>
<span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="s2">&quot;xyz&quot;</span><span class="p">:</span>
<span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">d</span> <span class="ow">in</span> <span class="n">dirs</span><span class="p">):</span>
<span class="n">dirsdict</span><span class="p">[</span><span class="n">d</span><span class="p">]</span> <span class="o">=</span> <span class="mi">0</span> <span class="o">*</span> <span class="n">dirsdict</span><span class="p">[</span><span class="n">dirs</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>
<span class="n">kset</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">dirsdict</span><span class="p">[</span><span class="n">d</span><span class="p">]</span> <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="s2">&quot;xyz&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">T</span>
<span class="k">return</span> <span class="n">kset</span></div>
<div class="viewcode-block" id="make_atran">
<a class="viewcode-back" href="../../grogu.html#grogu.useful.make_atran">[docs]</a>
<span class="k">def</span> <span class="nf">make_atran</span><span class="p">(</span><span class="n">nauc</span><span class="p">,</span> <span class="n">dirs</span><span class="o">=</span><span class="s2">&quot;xyz&quot;</span><span class="p">,</span> <span class="n">dist</span><span class="o">=</span><span class="mi">1</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
<span class="sd"> Simple pair generator. Depending on the value of the dirs</span>
<span class="sd"> argument sampling in 1,2 or 3 dimensions is generated.</span>
<span class="sd"> If dirs argument does not contain either of x,y or z</span>
<span class="sd"> a single pair is returend.</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="nb">sum</span><span class="p">([</span><span class="n">d</span> <span class="ow">in</span> <span class="n">dirs</span> <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="s2">&quot;xyz&quot;</span><span class="p">])):</span>
<span class="k">return</span> <span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">])</span>
<span class="n">dran</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">dirs</span><span class="p">)</span> <span class="o">*</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="o">-</span><span class="n">dist</span><span class="p">,</span> <span class="n">dist</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)]</span>
<span class="n">mg</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="o">*</span><span class="n">dran</span><span class="p">)</span>
<span class="n">dirsdict</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
<span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">dirs</span><span class="p">):</span>
<span class="n">dirsdict</span><span class="p">[</span><span class="n">d</span><span class="p">[</span><span class="mi">1</span><span class="p">]]</span> <span class="o">=</span> <span class="n">mg</span><span class="p">[</span><span class="n">d</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span>
<span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="s2">&quot;xyz&quot;</span><span class="p">:</span>
<span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">d</span> <span class="ow">in</span> <span class="n">dirs</span><span class="p">):</span>
<span class="n">dirsdict</span><span class="p">[</span><span class="n">d</span><span class="p">]</span> <span class="o">=</span> <span class="mi">0</span> <span class="o">*</span> <span class="n">dirsdict</span><span class="p">[</span><span class="n">dirs</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>
<span class="n">ucran</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">dirsdict</span><span class="p">[</span><span class="n">d</span><span class="p">]</span> <span class="k">for</span> <span class="n">d</span> <span class="ow">in</span> <span class="s2">&quot;xyz&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">T</span>
<span class="n">atran</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">product</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="n">nauc</span><span class="p">),</span> <span class="n">repeat</span><span class="o">=</span><span class="mi">2</span><span class="p">)):</span>
<span class="k">for</span> <span class="n">u</span> <span class="ow">in</span> <span class="n">ucran</span><span class="p">:</span>
<span class="k">if</span> <span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">i</span> <span class="o">-</span> <span class="n">j</span><span class="p">)</span> <span class="o">+</span> <span class="nb">sum</span><span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">u</span><span class="p">)))</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
<span class="n">atran</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">i</span><span class="p">,</span> <span class="n">j</span><span class="p">,</span> <span class="nb">list</span><span class="p">(</span><span class="n">u</span><span class="p">)))</span>
<span class="k">return</span> <span class="n">atran</span></div>
<div class="viewcode-block" id="add">
<a class="viewcode-back" href="../../grogu.html#grogu.useful.add">[docs]</a>
<span class="k">def</span> <span class="nf">add</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">):</span>
<span class="w"> </span><span class="sd">&quot;&quot;&quot;The sum of two numbers for testing.</span>
<span class="sd"> This function adds to numbers together. I only created this for testing documentation and examples.</span>
<span class="sd"> Parameters</span>
<span class="sd"> ----------</span>
<span class="sd"> x : float</span>
<span class="sd"> First number</span>
<span class="sd"> y : float</span>
<span class="sd"> Second number added to `x`</span>
<span class="sd"> Returns</span>
<span class="sd"> -------</span>
<span class="sd"> sum : int</span>
<span class="sd"> The sum of the inputs</span>
<span class="sd"> See Also</span>
<span class="sd"> --------</span>
<span class="sd"> numpy.add : Adds more than two numbers.</span>
<span class="sd"> Notes</span>
<span class="sd"> -----</span>
<span class="sd"> We can create some latex notes here [1]_ :</span>
<span class="sd"> .. math:: a + b = c</span>
<span class="sd"> References</span>
<span class="sd"> ----------</span>
<span class="sd"> .. [1] https://numpydoc.readthedocs.io/en/latest/format.html</span>
<span class="sd"> Examples</span>
<span class="sd"> --------</span>
<span class="sd"> &gt;&gt;&gt; add(1, 2)</span>
<span class="sd"> 3</span>
<span class="sd"> &quot;&quot;&quot;</span>
<span class="k">return</span> <span class="n">x</span> <span class="o">+</span> <span class="n">y</span></div>
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grogu package
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border-bottom: 1px solid #aaa;
}
th {
text-align: left;
padding-right: 5px;
}
table.citation {
border-left: solid 1px gray;
margin-left: 1px;
}
table.citation td {
border-bottom: none;
}
th > :first-child,
td > :first-child {
margin-top: 0px;
}
th > :last-child,
td > :last-child {
margin-bottom: 0px;
}
/* -- figures --------------------------------------------------------------- */
div.figure, figure {
margin: 0.5em;
padding: 0.5em;
}
div.figure p.caption, figcaption {
padding: 0.3em;
}
div.figure p.caption span.caption-number,
figcaption span.caption-number {
font-style: italic;
}
div.figure p.caption span.caption-text,
figcaption span.caption-text {
}
/* -- field list styles ----------------------------------------------------- */
table.field-list td, table.field-list th {
border: 0 !important;
}
.field-list ul {
margin: 0;
padding-left: 1em;
}
.field-list p {
margin: 0;
}
.field-name {
-moz-hyphens: manual;
-ms-hyphens: manual;
-webkit-hyphens: manual;
hyphens: manual;
}
/* -- hlist styles ---------------------------------------------------------- */
table.hlist {
margin: 1em 0;
}
table.hlist td {
vertical-align: top;
}
/* -- object description styles --------------------------------------------- */
.sig {
font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
}
.sig-name, code.descname {
background-color: transparent;
font-weight: bold;
}
.sig-name {
font-size: 1.1em;
}
code.descname {
font-size: 1.2em;
}
.sig-prename, code.descclassname {
background-color: transparent;
}
.optional {
font-size: 1.3em;
}
.sig-paren {
font-size: larger;
}
.sig-param.n {
font-style: italic;
}
/* C++ specific styling */
.sig-inline.c-texpr,
.sig-inline.cpp-texpr {
font-family: unset;
}
.sig.c .k, .sig.c .kt,
.sig.cpp .k, .sig.cpp .kt {
color: #0033B3;
}
.sig.c .m,
.sig.cpp .m {
color: #1750EB;
}
.sig.c .s, .sig.c .sc,
.sig.cpp .s, .sig.cpp .sc {
color: #067D17;
}
/* -- other body styles ----------------------------------------------------- */
ol.arabic {
list-style: decimal;
}
ol.loweralpha {
list-style: lower-alpha;
}
ol.upperalpha {
list-style: upper-alpha;
}
ol.lowerroman {
list-style: lower-roman;
}
ol.upperroman {
list-style: upper-roman;
}
:not(li) > ol > li:first-child > :first-child,
:not(li) > ul > li:first-child > :first-child {
margin-top: 0px;
}
:not(li) > ol > li:last-child > :last-child,
:not(li) > ul > li:last-child > :last-child {
margin-bottom: 0px;
}
ol.simple ol p,
ol.simple ul p,
ul.simple ol p,
ul.simple ul p {
margin-top: 0;
}
ol.simple > li:not(:first-child) > p,
ul.simple > li:not(:first-child) > p {
margin-top: 0;
}
ol.simple p,
ul.simple p {
margin-bottom: 0;
}
aside.footnote > span,
div.citation > span {
float: left;
}
aside.footnote > span:last-of-type,
div.citation > span:last-of-type {
padding-right: 0.5em;
}
aside.footnote > p {
margin-left: 2em;
}
div.citation > p {
margin-left: 4em;
}
aside.footnote > p:last-of-type,
div.citation > p:last-of-type {
margin-bottom: 0em;
}
aside.footnote > p:last-of-type:after,
div.citation > p:last-of-type:after {
content: "";
clear: both;
}
dl.field-list {
display: grid;
grid-template-columns: fit-content(30%) auto;
}
dl.field-list > dt {
font-weight: bold;
word-break: break-word;
padding-left: 0.5em;
padding-right: 5px;
}
dl.field-list > dd {
padding-left: 0.5em;
margin-top: 0em;
margin-left: 0em;
margin-bottom: 0em;
}
dl {
margin-bottom: 15px;
}
dd > :first-child {
margin-top: 0px;
}
dd ul, dd table {
margin-bottom: 10px;
}
dd {
margin-top: 3px;
margin-bottom: 10px;
margin-left: 30px;
}
.sig dd {
margin-top: 0px;
margin-bottom: 0px;
}
.sig dl {
margin-top: 0px;
margin-bottom: 0px;
}
dl > dd:last-child,
dl > dd:last-child > :last-child {
margin-bottom: 0;
}
dt:target, span.highlighted {
background-color: #fbe54e;
}
rect.highlighted {
fill: #fbe54e;
}
dl.glossary dt {
font-weight: bold;
font-size: 1.1em;
}
.versionmodified {
font-style: italic;
}
.system-message {
background-color: #fda;
padding: 5px;
border: 3px solid red;
}
.footnote:target {
background-color: #ffa;
}
.line-block {
display: block;
margin-top: 1em;
margin-bottom: 1em;
}
.line-block .line-block {
margin-top: 0;
margin-bottom: 0;
margin-left: 1.5em;
}
.guilabel, .menuselection {
font-family: sans-serif;
}
.accelerator {
text-decoration: underline;
}
.classifier {
font-style: oblique;
}
.classifier:before {
font-style: normal;
margin: 0 0.5em;
content: ":";
display: inline-block;
}
abbr, acronym {
border-bottom: dotted 1px;
cursor: help;
}
.translated {
background-color: rgba(207, 255, 207, 0.2)
}
.untranslated {
background-color: rgba(255, 207, 207, 0.2)
}
/* -- code displays --------------------------------------------------------- */
pre {
overflow: auto;
overflow-y: hidden; /* fixes display issues on Chrome browsers */
}
pre, div[class*="highlight-"] {
clear: both;
}
span.pre {
-moz-hyphens: none;
-ms-hyphens: none;
-webkit-hyphens: none;
hyphens: none;
white-space: nowrap;
}
div[class*="highlight-"] {
margin: 1em 0;
}
td.linenos pre {
border: 0;
background-color: transparent;
color: #aaa;
}
table.highlighttable {
display: block;
}
table.highlighttable tbody {
display: block;
}
table.highlighttable tr {
display: flex;
}
table.highlighttable td {
margin: 0;
padding: 0;
}
table.highlighttable td.linenos {
padding-right: 0.5em;
}
table.highlighttable td.code {
flex: 1;
overflow: hidden;
}
.highlight .hll {
display: block;
}
div.highlight pre,
table.highlighttable pre {
margin: 0;
}
div.code-block-caption + div {
margin-top: 0;
}
div.code-block-caption {
margin-top: 1em;
padding: 2px 5px;
font-size: small;
}
div.code-block-caption code {
background-color: transparent;
}
table.highlighttable td.linenos,
span.linenos,
div.highlight span.gp { /* gp: Generic.Prompt */
user-select: none;
-webkit-user-select: text; /* Safari fallback only */
-webkit-user-select: none; /* Chrome/Safari */
-moz-user-select: none; /* Firefox */
-ms-user-select: none; /* IE10+ */
}
div.code-block-caption span.caption-number {
padding: 0.1em 0.3em;
font-style: italic;
}
div.code-block-caption span.caption-text {
}
div.literal-block-wrapper {
margin: 1em 0;
}
code.xref, a code {
background-color: transparent;
font-weight: bold;
}
h1 code, h2 code, h3 code, h4 code, h5 code, h6 code {
background-color: transparent;
}
.viewcode-link {
float: right;
}
.viewcode-back {
float: right;
font-family: sans-serif;
}
div.viewcode-block:target {
margin: -1px -10px;
padding: 0 10px;
}
/* -- math display ---------------------------------------------------------- */
img.math {
vertical-align: middle;
}
div.body div.math p {
text-align: center;
}
span.eqno {
float: right;
}
span.eqno a.headerlink {
position: absolute;
z-index: 1;
}
div.math:hover a.headerlink {
visibility: visible;
}
/* -- printout stylesheet --------------------------------------------------- */
@media print {
div.document,
div.documentwrapper,
div.bodywrapper {
margin: 0 !important;
width: 100%;
}
div.sphinxsidebar,
div.related,
div.footer,
#top-link {
display: none;
}
}

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.clearfix{*zoom:1}.clearfix:after,.clearfix:before{display:table;content:""}.clearfix:after{clear:both}@font-face{font-family:FontAwesome;font-style:normal;font-weight:400;src:url(fonts/fontawesome-webfont.eot?674f50d287a8c48dc19ba404d20fe713?#iefix) format("embedded-opentype"),url(fonts/fontawesome-webfont.woff2?af7ae505a9eed503f8b8e6982036873e) format("woff2"),url(fonts/fontawesome-webfont.woff?fee66e712a8a08eef5805a46892932ad) format("woff"),url(fonts/fontawesome-webfont.ttf?b06871f281fee6b241d60582ae9369b9) format("truetype"),url(fonts/fontawesome-webfont.svg?912ec66d7572ff821749319396470bde#FontAwesome) format("svg")}.fa:before{font-family:FontAwesome;font-style:normal;font-weight:400;line-height:1}.fa:before,a .fa{text-decoration:inherit}.fa:before,a .fa,li .fa{display:inline-block}li .fa-large:before{width:1.875em}ul.fas{list-style-type:none;margin-left:2em;text-indent:-.8em}ul.fas li .fa{width:.8em}ul.fas li .fa-large:before{vertical-align:baseline}.fa-book:before,.icon-book:before{content:"\f02d"}.fa-caret-down:before,.icon-caret-down:before{content:"\f0d7"}.fa-caret-up:before,.icon-caret-up:before{content:"\f0d8"}.fa-caret-left:before,.icon-caret-left:before{content:"\f0d9"}.fa-caret-right:before,.icon-caret-right:before{content:"\f0da"}.rst-versions{position:fixed;bottom:0;left:0;width:300px;color:#fcfcfc;background:#1f1d1d;font-family:Lato,proxima-nova,Helvetica Neue,Arial,sans-serif;z-index:400}.rst-versions a{color:#2980b9;text-decoration:none}.rst-versions .rst-badge-small{display:none}.rst-versions .rst-current-version{padding:12px;background-color:#272525;display:block;text-align:right;font-size:90%;cursor:pointer;color:#27ae60}.rst-versions .rst-current-version:after{clear:both;content:"";display:block}.rst-versions .rst-current-version .fa{color:#fcfcfc}.rst-versions .rst-current-version .fa-book,.rst-versions .rst-current-version .icon-book{float:left}.rst-versions .rst-current-version.rst-out-of-date{background-color:#e74c3c;color:#fff}.rst-versions .rst-current-version.rst-active-old-version{background-color:#f1c40f;color:#000}.rst-versions.shift-up{height:auto;max-height:100%;overflow-y:scroll}.rst-versions.shift-up .rst-other-versions{display:block}.rst-versions .rst-other-versions{font-size:90%;padding:12px;color:grey;display:none}.rst-versions .rst-other-versions hr{display:block;height:1px;border:0;margin:20px 0;padding:0;border-top:1px solid #413d3d}.rst-versions .rst-other-versions dd{display:inline-block;margin:0}.rst-versions .rst-other-versions dd a{display:inline-block;padding:6px;color:#fcfcfc}.rst-versions .rst-other-versions .rtd-current-item{font-weight:700}.rst-versions.rst-badge{width:auto;bottom:20px;right:20px;left:auto;border:none;max-width:300px;max-height:90%}.rst-versions.rst-badge .fa-book,.rst-versions.rst-badge .icon-book{float:none;line-height:30px}.rst-versions.rst-badge.shift-up .rst-current-version{text-align:right}.rst-versions.rst-badge.shift-up .rst-current-version .fa-book,.rst-versions.rst-badge.shift-up .rst-current-version .icon-book{float:left}.rst-versions.rst-badge>.rst-current-version{width:auto;height:30px;line-height:30px;padding:0 6px;display:block;text-align:center}@media screen and (max-width:768px){.rst-versions{width:85%;display:none}.rst-versions.shift{display:block}}#flyout-search-form{padding:6px}

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/*
* Base JavaScript utilities for all Sphinx HTML documentation.
*/
"use strict";
const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([
"TEXTAREA",
"INPUT",
"SELECT",
"BUTTON",
]);
const _ready = (callback) => {
if (document.readyState !== "loading") {
callback();
} else {
document.addEventListener("DOMContentLoaded", callback);
}
};
/**
* Small JavaScript module for the documentation.
*/
const Documentation = {
init: () => {
Documentation.initDomainIndexTable();
Documentation.initOnKeyListeners();
},
/**
* i18n support
*/
TRANSLATIONS: {},
PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
LOCALE: "unknown",
// gettext and ngettext don't access this so that the functions
// can safely bound to a different name (_ = Documentation.gettext)
gettext: (string) => {
const translated = Documentation.TRANSLATIONS[string];
switch (typeof translated) {
case "undefined":
return string; // no translation
case "string":
return translated; // translation exists
default:
return translated[0]; // (singular, plural) translation tuple exists
}
},
ngettext: (singular, plural, n) => {
const translated = Documentation.TRANSLATIONS[singular];
if (typeof translated !== "undefined")
return translated[Documentation.PLURAL_EXPR(n)];
return n === 1 ? singular : plural;
},
addTranslations: (catalog) => {
Object.assign(Documentation.TRANSLATIONS, catalog.messages);
Documentation.PLURAL_EXPR = new Function(
"n",
`return (${catalog.plural_expr})`
);
Documentation.LOCALE = catalog.locale;
},
/**
* helper function to focus on search bar
*/
focusSearchBar: () => {
document.querySelectorAll("input[name=q]")[0]?.focus();
},
/**
* Initialise the domain index toggle buttons
*/
initDomainIndexTable: () => {
const toggler = (el) => {
const idNumber = el.id.substr(7);
const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`);
if (el.src.substr(-9) === "minus.png") {
el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`;
toggledRows.forEach((el) => (el.style.display = "none"));
} else {
el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`;
toggledRows.forEach((el) => (el.style.display = ""));
}
};
const togglerElements = document.querySelectorAll("img.toggler");
togglerElements.forEach((el) =>
el.addEventListener("click", (event) => toggler(event.currentTarget))
);
togglerElements.forEach((el) => (el.style.display = ""));
if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
},
initOnKeyListeners: () => {
// only install a listener if it is really needed
if (
!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
)
return;
document.addEventListener("keydown", (event) => {
// bail for input elements
if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
// bail with special keys
if (event.altKey || event.ctrlKey || event.metaKey) return;
if (!event.shiftKey) {
switch (event.key) {
case "ArrowLeft":
if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
const prevLink = document.querySelector('link[rel="prev"]');
if (prevLink && prevLink.href) {
window.location.href = prevLink.href;
event.preventDefault();
}
break;
case "ArrowRight":
if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
const nextLink = document.querySelector('link[rel="next"]');
if (nextLink && nextLink.href) {
window.location.href = nextLink.href;
event.preventDefault();
}
break;
}
}
// some keyboard layouts may need Shift to get /
switch (event.key) {
case "/":
if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
Documentation.focusSearchBar();
event.preventDefault();
}
});
},
};
// quick alias for translations
const _ = Documentation.gettext;
_ready(Documentation.init);

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const DOCUMENTATION_OPTIONS = {
VERSION: '0.0.1',
LANGUAGE: 'en',
COLLAPSE_INDEX: false,
BUILDER: 'html',
FILE_SUFFIX: '.html',
LINK_SUFFIX: '.html',
HAS_SOURCE: true,
SOURCELINK_SUFFIX: '.txt',
NAVIGATION_WITH_KEYS: false,
SHOW_SEARCH_SUMMARY: true,
ENABLE_SEARCH_SHORTCUTS: true,
};

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const themeFlyoutDisplay = "hidden";
const themeVersionSelector = "True";
const themeLanguageSelector = "True";
if (themeFlyoutDisplay === "attached") {
function renderLanguages(config) {
if (!config.projects.translations.length) {
return "";
}
const languagesHTML = `
<dl>
<dt>Languages</dt>
${config.projects.translations
.map(
(translation) => `
<dd ${translation.slug == config.projects.current.slug ? 'class="rtd-current-item"' : ""}>
<a href="${translation.urls.documentation}">${translation.language.code}</a>
</dd>
`,
)
.join("\n")}
</dl>
`;
return languagesHTML;
}
function renderVersions(config) {
if (!config.versions.active.length) {
return "";
}
const versionsHTML = `
<dl>
<dt>Versions</dt>
${config.versions.active
.map(
(version) => `
<dd ${version.slug === config.versions.current.slug ? 'class="rtd-current-item"' : ""}>
<a href="${version.urls.documentation}">${version.slug}</a>
</dd>
`,
)
.join("\n")}
</dl>
`;
return versionsHTML;
}
function renderDownloads(config) {
if (!Object.keys(config.versions.current.downloads).length) {
return "";
}
const downloadsNameDisplay = {
pdf: "PDF",
epub: "Epub",
htmlzip: "HTML",
};
const downloadsHTML = `
<dl>
<dt>Downloads</dt>
${Object.entries(config.versions.current.downloads)
.map(
([name, url]) => `
<dd>
<a href="${url}">${downloadsNameDisplay[name]}</a>
</dd>
`,
)
.join("\n")}
</dl>
`;
return downloadsHTML;
}
document.addEventListener("readthedocs-addons-data-ready", function (event) {
const config = event.detail.data();
const flyout = `
<div class="rst-versions" data-toggle="rst-versions" role="note">
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> Read the Docs</span>
v: ${config.versions.current.slug}
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
<div class="injected">
${renderLanguages(config)}
${renderVersions(config)}
${renderDownloads(config)}
<dl>
<dt>On Read the Docs</dt>
<dd>
<a href="${config.projects.current.urls.home}">Project Home</a>
</dd>
<dd>
<a href="${config.projects.current.urls.builds}">Builds</a>
</dd>
<dd>
<a href="${config.projects.current.urls.downloads}">Downloads</a>
</dd>
</dl>
<dl>
<dt>Search</dt>
<dd>
<form id="flyout-search-form">
<input
class="wy-form"
type="text"
name="q"
aria-label="Search docs"
placeholder="Search docs"
/>
</form>
</dd>
</dl>
<hr />
<small>
<span>Hosted by <a href="https://about.readthedocs.org/?utm_source=&utm_content=flyout">Read the Docs</a></span>
</small>
</div>
</div>
`;
// Inject the generated flyout into the body HTML element.
document.body.insertAdjacentHTML("beforeend", flyout);
// Trigger the Read the Docs Addons Search modal when clicking on the "Search docs" input from inside the flyout.
document
.querySelector("#flyout-search-form")
.addEventListener("focusin", () => {
const event = new CustomEvent("readthedocs-search-show");
document.dispatchEvent(event);
});
})
}
if (themeLanguageSelector || themeVersionSelector) {
function onSelectorSwitch(event) {
const option = event.target.selectedIndex;
const item = event.target.options[option];
window.location.href = item.dataset.url;
}
document.addEventListener("readthedocs-addons-data-ready", function (event) {
const config = event.detail.data();
const versionSwitch = document.querySelector(
"div.switch-menus > div.version-switch",
);
if (themeVersionSelector) {
let versions = config.versions.active;
if (config.versions.current.hidden || config.versions.current.type === "external") {
versions.unshift(config.versions.current);
}
const versionSelect = `
<select>
${versions
.map(
(version) => `
<option
value="${version.slug}"
${config.versions.current.slug === version.slug ? 'selected="selected"' : ""}
data-url="${version.urls.documentation}">
${version.slug}
</option>`,
)
.join("\n")}
</select>
`;
versionSwitch.innerHTML = versionSelect;
versionSwitch.firstElementChild.addEventListener("change", onSelectorSwitch);
}
const languageSwitch = document.querySelector(
"div.switch-menus > div.language-switch",
);
if (themeLanguageSelector) {
if (config.projects.translations.length) {
// Add the current language to the options on the selector
let languages = config.projects.translations.concat(
config.projects.current,
);
languages = languages.sort((a, b) =>
a.language.name.localeCompare(b.language.name),
);
const languageSelect = `
<select>
${languages
.map(
(language) => `
<option
value="${language.language.code}"
${config.projects.current.slug === language.slug ? 'selected="selected"' : ""}
data-url="${language.urls.documentation}">
${language.language.name}
</option>`,
)
.join("\n")}
</select>
`;
languageSwitch.innerHTML = languageSelect;
languageSwitch.firstElementChild.addEventListener("change", onSelectorSwitch);
}
else {
languageSwitch.remove();
}
}
});
}
document.addEventListener("readthedocs-addons-data-ready", function (event) {
// Trigger the Read the Docs Addons Search modal when clicking on "Search docs" input from the topnav.
document
.querySelector("[role='search'] input")
.addEventListener("focusin", () => {
const event = new CustomEvent("readthedocs-search-show");
document.dispatchEvent(event);
});
});

@ -0,0 +1,191 @@
/*
* This script contains the language-specific data used by searchtools.js,
* namely the list of stopwords, stemmer, scorer and splitter.
*/
var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
/* Non-minified version is copied as a separate JS file, if available */
/**
* Porter Stemmer
*/
var Stemmer = function() {
var step2list = {
ational: 'ate',
tional: 'tion',
enci: 'ence',
anci: 'ance',
izer: 'ize',
bli: 'ble',
alli: 'al',
entli: 'ent',
eli: 'e',
ousli: 'ous',
ization: 'ize',
ation: 'ate',
ator: 'ate',
alism: 'al',
iveness: 'ive',
fulness: 'ful',
ousness: 'ous',
aliti: 'al',
iviti: 'ive',
biliti: 'ble',
logi: 'log'
};
var step3list = {
icate: 'ic',
ative: '',
alize: 'al',
iciti: 'ic',
ical: 'ic',
ful: '',
ness: ''
};
var c = "[^aeiou]"; // consonant
var v = "[aeiouy]"; // vowel
var C = c + "[^aeiouy]*"; // consonant sequence
var V = v + "[aeiou]*"; // vowel sequence
var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0
var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1
var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1
var s_v = "^(" + C + ")?" + v; // vowel in stem
this.stemWord = function (w) {
var stem;
var suffix;
var firstch;
var origword = w;
if (w.length < 3)
return w;
var re;
var re2;
var re3;
var re4;
firstch = w.substr(0,1);
if (firstch == "y")
w = firstch.toUpperCase() + w.substr(1);
// Step 1a
re = /^(.+?)(ss|i)es$/;
re2 = /^(.+?)([^s])s$/;
if (re.test(w))
w = w.replace(re,"$1$2");
else if (re2.test(w))
w = w.replace(re2,"$1$2");
// Step 1b
re = /^(.+?)eed$/;
re2 = /^(.+?)(ed|ing)$/;
if (re.test(w)) {
var fp = re.exec(w);
re = new RegExp(mgr0);
if (re.test(fp[1])) {
re = /.$/;
w = w.replace(re,"");
}
}
else if (re2.test(w)) {
var fp = re2.exec(w);
stem = fp[1];
re2 = new RegExp(s_v);
if (re2.test(stem)) {
w = stem;
re2 = /(at|bl|iz)$/;
re3 = new RegExp("([^aeiouylsz])\\1$");
re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
if (re2.test(w))
w = w + "e";
else if (re3.test(w)) {
re = /.$/;
w = w.replace(re,"");
}
else if (re4.test(w))
w = w + "e";
}
}
// Step 1c
re = /^(.+?)y$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
re = new RegExp(s_v);
if (re.test(stem))
w = stem + "i";
}
// Step 2
re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
suffix = fp[2];
re = new RegExp(mgr0);
if (re.test(stem))
w = stem + step2list[suffix];
}
// Step 3
re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
suffix = fp[2];
re = new RegExp(mgr0);
if (re.test(stem))
w = stem + step3list[suffix];
}
// Step 4
re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
re2 = /^(.+?)(s|t)(ion)$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
re = new RegExp(mgr1);
if (re.test(stem))
w = stem;
}
else if (re2.test(w)) {
var fp = re2.exec(w);
stem = fp[1] + fp[2];
re2 = new RegExp(mgr1);
if (re2.test(stem))
w = stem;
}
// Step 5
re = /^(.+?)e$/;
if (re.test(w)) {
var fp = re.exec(w);
stem = fp[1];
re = new RegExp(mgr1);
re2 = new RegExp(meq1);
re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
w = stem;
}
re = /ll$/;
re2 = new RegExp(mgr1);
if (re.test(w) && re2.test(w)) {
re = /.$/;
w = w.replace(re,"");
}
// and turn initial Y back to y
if (firstch == "y")
w = firstch.toLowerCase() + w.substr(1);
return w;
}
}

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@ -0,0 +1,75 @@
pre { line-height: 125%; }
td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
.highlight .hll { background-color: #ffffcc }
.highlight { background: #f8f8f8; }
.highlight .c { color: #3D7B7B; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #3D7B7B; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #3D7B7B; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #9C6500 } /* Comment.Preproc */
.highlight .cpf { color: #3D7B7B; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #3D7B7B; font-style: italic } /* Comment.Single */
.highlight .cs { color: #3D7B7B; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .ges { font-weight: bold; font-style: italic } /* Generic.EmphStrong */
.highlight .gr { color: #E40000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #008400 } /* Generic.Inserted */
.highlight .go { color: #717171 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #687822 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #717171; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #CB3F38; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #767600 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #AA5D1F; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #A45A77; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #A45A77 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */

@ -0,0 +1,632 @@
/*
* Sphinx JavaScript utilities for the full-text search.
*/
"use strict";
/**
* Simple result scoring code.
*/
if (typeof Scorer === "undefined") {
var Scorer = {
// Implement the following function to further tweak the score for each result
// The function takes a result array [docname, title, anchor, descr, score, filename]
// and returns the new score.
/*
score: result => {
const [docname, title, anchor, descr, score, filename, kind] = result
return score
},
*/
// query matches the full name of an object
objNameMatch: 11,
// or matches in the last dotted part of the object name
objPartialMatch: 6,
// Additive scores depending on the priority of the object
objPrio: {
0: 15, // used to be importantResults
1: 5, // used to be objectResults
2: -5, // used to be unimportantResults
},
// Used when the priority is not in the mapping.
objPrioDefault: 0,
// query found in title
title: 15,
partialTitle: 7,
// query found in terms
term: 5,
partialTerm: 2,
};
}
// Global search result kind enum, used by themes to style search results.
class SearchResultKind {
static get index() { return "index"; }
static get object() { return "object"; }
static get text() { return "text"; }
static get title() { return "title"; }
}
const _removeChildren = (element) => {
while (element && element.lastChild) element.removeChild(element.lastChild);
};
/**
* See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping
*/
const _escapeRegExp = (string) =>
string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
const _displayItem = (item, searchTerms, highlightTerms) => {
const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
const contentRoot = document.documentElement.dataset.content_root;
const [docName, title, anchor, descr, score, _filename, kind] = item;
let listItem = document.createElement("li");
// Add a class representing the item's type:
// can be used by a theme's CSS selector for styling
// See SearchResultKind for the class names.
listItem.classList.add(`kind-${kind}`);
let requestUrl;
let linkUrl;
if (docBuilder === "dirhtml") {
// dirhtml builder
let dirname = docName + "/";
if (dirname.match(/\/index\/$/))
dirname = dirname.substring(0, dirname.length - 6);
else if (dirname === "index/") dirname = "";
requestUrl = contentRoot + dirname;
linkUrl = requestUrl;
} else {
// normal html builders
requestUrl = contentRoot + docName + docFileSuffix;
linkUrl = docName + docLinkSuffix;
}
let linkEl = listItem.appendChild(document.createElement("a"));
linkEl.href = linkUrl + anchor;
linkEl.dataset.score = score;
linkEl.innerHTML = title;
if (descr) {
listItem.appendChild(document.createElement("span")).innerHTML =
" (" + descr + ")";
// highlight search terms in the description
if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js
highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
}
else if (showSearchSummary)
fetch(requestUrl)
.then((responseData) => responseData.text())
.then((data) => {
if (data)
listItem.appendChild(
Search.makeSearchSummary(data, searchTerms, anchor)
);
// highlight search terms in the summary
if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js
highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
});
Search.output.appendChild(listItem);
};
const _finishSearch = (resultCount) => {
Search.stopPulse();
Search.title.innerText = _("Search Results");
if (!resultCount)
Search.status.innerText = Documentation.gettext(
"Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
);
else
Search.status.innerText = Documentation.ngettext(
"Search finished, found one page matching the search query.",
"Search finished, found ${resultCount} pages matching the search query.",
resultCount,
).replace('${resultCount}', resultCount);
};
const _displayNextItem = (
results,
resultCount,
searchTerms,
highlightTerms,
) => {
// results left, load the summary and display it
// this is intended to be dynamic (don't sub resultsCount)
if (results.length) {
_displayItem(results.pop(), searchTerms, highlightTerms);
setTimeout(
() => _displayNextItem(results, resultCount, searchTerms, highlightTerms),
5
);
}
// search finished, update title and status message
else _finishSearch(resultCount);
};
// Helper function used by query() to order search results.
// Each input is an array of [docname, title, anchor, descr, score, filename, kind].
// Order the results by score (in opposite order of appearance, since the
// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically.
const _orderResultsByScoreThenName = (a, b) => {
const leftScore = a[4];
const rightScore = b[4];
if (leftScore === rightScore) {
// same score: sort alphabetically
const leftTitle = a[1].toLowerCase();
const rightTitle = b[1].toLowerCase();
if (leftTitle === rightTitle) return 0;
return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
}
return leftScore > rightScore ? 1 : -1;
};
/**
* Default splitQuery function. Can be overridden in ``sphinx.search`` with a
* custom function per language.
*
* The regular expression works by splitting the string on consecutive characters
* that are not Unicode letters, numbers, underscores, or emoji characters.
* This is the same as ``\W+`` in Python, preserving the surrogate pair area.
*/
if (typeof splitQuery === "undefined") {
var splitQuery = (query) => query
.split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu)
.filter(term => term) // remove remaining empty strings
}
/**
* Search Module
*/
const Search = {
_index: null,
_queued_query: null,
_pulse_status: -1,
htmlToText: (htmlString, anchor) => {
const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
for (const removalQuery of [".headerlink", "script", "style"]) {
htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
}
if (anchor) {
const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`);
if (anchorContent) return anchorContent.textContent;
console.warn(
`Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.`
);
}
// if anchor not specified or not found, fall back to main content
const docContent = htmlElement.querySelector('[role="main"]');
if (docContent) return docContent.textContent;
console.warn(
"Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template."
);
return "";
},
init: () => {
const query = new URLSearchParams(window.location.search).get("q");
document
.querySelectorAll('input[name="q"]')
.forEach((el) => (el.value = query));
if (query) Search.performSearch(query);
},
loadIndex: (url) =>
(document.body.appendChild(document.createElement("script")).src = url),
setIndex: (index) => {
Search._index = index;
if (Search._queued_query !== null) {
const query = Search._queued_query;
Search._queued_query = null;
Search.query(query);
}
},
hasIndex: () => Search._index !== null,
deferQuery: (query) => (Search._queued_query = query),
stopPulse: () => (Search._pulse_status = -1),
startPulse: () => {
if (Search._pulse_status >= 0) return;
const pulse = () => {
Search._pulse_status = (Search._pulse_status + 1) % 4;
Search.dots.innerText = ".".repeat(Search._pulse_status);
if (Search._pulse_status >= 0) window.setTimeout(pulse, 500);
};
pulse();
},
/**
* perform a search for something (or wait until index is loaded)
*/
performSearch: (query) => {
// create the required interface elements
const searchText = document.createElement("h2");
searchText.textContent = _("Searching");
const searchSummary = document.createElement("p");
searchSummary.classList.add("search-summary");
searchSummary.innerText = "";
const searchList = document.createElement("ul");
searchList.setAttribute("role", "list");
searchList.classList.add("search");
const out = document.getElementById("search-results");
Search.title = out.appendChild(searchText);
Search.dots = Search.title.appendChild(document.createElement("span"));
Search.status = out.appendChild(searchSummary);
Search.output = out.appendChild(searchList);
const searchProgress = document.getElementById("search-progress");
// Some themes don't use the search progress node
if (searchProgress) {
searchProgress.innerText = _("Preparing search...");
}
Search.startPulse();
// index already loaded, the browser was quick!
if (Search.hasIndex()) Search.query(query);
else Search.deferQuery(query);
},
_parseQuery: (query) => {
// stem the search terms and add them to the correct list
const stemmer = new Stemmer();
const searchTerms = new Set();
const excludedTerms = new Set();
const highlightTerms = new Set();
const objectTerms = new Set(splitQuery(query.toLowerCase().trim()));
splitQuery(query.trim()).forEach((queryTerm) => {
const queryTermLower = queryTerm.toLowerCase();
// maybe skip this "word"
// stopwords array is from language_data.js
if (
stopwords.indexOf(queryTermLower) !== -1 ||
queryTerm.match(/^\d+$/)
)
return;
// stem the word
let word = stemmer.stemWord(queryTermLower);
// select the correct list
if (word[0] === "-") excludedTerms.add(word.substr(1));
else {
searchTerms.add(word);
highlightTerms.add(queryTermLower);
}
});
if (SPHINX_HIGHLIGHT_ENABLED) { // set in sphinx_highlight.js
localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" "))
}
// console.debug("SEARCH: searching for:");
// console.info("required: ", [...searchTerms]);
// console.info("excluded: ", [...excludedTerms]);
return [query, searchTerms, excludedTerms, highlightTerms, objectTerms];
},
/**
* execute search (requires search index to be loaded)
*/
_performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => {
const filenames = Search._index.filenames;
const docNames = Search._index.docnames;
const titles = Search._index.titles;
const allTitles = Search._index.alltitles;
const indexEntries = Search._index.indexentries;
// Collect multiple result groups to be sorted separately and then ordered.
// Each is an array of [docname, title, anchor, descr, score, filename, kind].
const normalResults = [];
const nonMainIndexResults = [];
_removeChildren(document.getElementById("search-progress"));
const queryLower = query.toLowerCase().trim();
for (const [title, foundTitles] of Object.entries(allTitles)) {
if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
for (const [file, id] of foundTitles) {
const score = Math.round(Scorer.title * queryLower.length / title.length);
const boost = titles[file] === title ? 1 : 0; // add a boost for document titles
normalResults.push([
docNames[file],
titles[file] !== title ? `${titles[file]} > ${title}` : title,
id !== null ? "#" + id : "",
null,
score + boost,
filenames[file],
SearchResultKind.title,
]);
}
}
}
// search for explicit entries in index directives
for (const [entry, foundEntries] of Object.entries(indexEntries)) {
if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
for (const [file, id, isMain] of foundEntries) {
const score = Math.round(100 * queryLower.length / entry.length);
const result = [
docNames[file],
titles[file],
id ? "#" + id : "",
null,
score,
filenames[file],
SearchResultKind.index,
];
if (isMain) {
normalResults.push(result);
} else {
nonMainIndexResults.push(result);
}
}
}
}
// lookup as object
objectTerms.forEach((term) =>
normalResults.push(...Search.performObjectSearch(term, objectTerms))
);
// lookup as search terms in fulltext
normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms));
// let the scorer override scores with a custom scoring function
if (Scorer.score) {
normalResults.forEach((item) => (item[4] = Scorer.score(item)));
nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item)));
}
// Sort each group of results by score and then alphabetically by name.
normalResults.sort(_orderResultsByScoreThenName);
nonMainIndexResults.sort(_orderResultsByScoreThenName);
// Combine the result groups in (reverse) order.
// Non-main index entries are typically arbitrary cross-references,
// so display them after other results.
let results = [...nonMainIndexResults, ...normalResults];
// remove duplicate search results
// note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
let seen = new Set();
results = results.reverse().reduce((acc, result) => {
let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(',');
if (!seen.has(resultStr)) {
acc.push(result);
seen.add(resultStr);
}
return acc;
}, []);
return results.reverse();
},
query: (query) => {
const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query);
const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms);
// for debugging
//Search.lastresults = results.slice(); // a copy
// console.info("search results:", Search.lastresults);
// print the results
_displayNextItem(results, results.length, searchTerms, highlightTerms);
},
/**
* search for object names
*/
performObjectSearch: (object, objectTerms) => {
const filenames = Search._index.filenames;
const docNames = Search._index.docnames;
const objects = Search._index.objects;
const objNames = Search._index.objnames;
const titles = Search._index.titles;
const results = [];
const objectSearchCallback = (prefix, match) => {
const name = match[4]
const fullname = (prefix ? prefix + "." : "") + name;
const fullnameLower = fullname.toLowerCase();
if (fullnameLower.indexOf(object) < 0) return;
let score = 0;
const parts = fullnameLower.split(".");
// check for different match types: exact matches of full name or
// "last name" (i.e. last dotted part)
if (fullnameLower === object || parts.slice(-1)[0] === object)
score += Scorer.objNameMatch;
else if (parts.slice(-1)[0].indexOf(object) > -1)
score += Scorer.objPartialMatch; // matches in last name
const objName = objNames[match[1]][2];
const title = titles[match[0]];
// If more than one term searched for, we require other words to be
// found in the name/title/description
const otherTerms = new Set(objectTerms);
otherTerms.delete(object);
if (otherTerms.size > 0) {
const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase();
if (
[...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0)
)
return;
}
let anchor = match[3];
if (anchor === "") anchor = fullname;
else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname;
const descr = objName + _(", in ") + title;
// add custom score for some objects according to scorer
if (Scorer.objPrio.hasOwnProperty(match[2]))
score += Scorer.objPrio[match[2]];
else score += Scorer.objPrioDefault;
results.push([
docNames[match[0]],
fullname,
"#" + anchor,
descr,
score,
filenames[match[0]],
SearchResultKind.object,
]);
};
Object.keys(objects).forEach((prefix) =>
objects[prefix].forEach((array) =>
objectSearchCallback(prefix, array)
)
);
return results;
},
/**
* search for full-text terms in the index
*/
performTermsSearch: (searchTerms, excludedTerms) => {
// prepare search
const terms = Search._index.terms;
const titleTerms = Search._index.titleterms;
const filenames = Search._index.filenames;
const docNames = Search._index.docnames;
const titles = Search._index.titles;
const scoreMap = new Map();
const fileMap = new Map();
// perform the search on the required terms
searchTerms.forEach((word) => {
const files = [];
const arr = [
{ files: terms[word], score: Scorer.term },
{ files: titleTerms[word], score: Scorer.title },
];
// add support for partial matches
if (word.length > 2) {
const escapedWord = _escapeRegExp(word);
if (!terms.hasOwnProperty(word)) {
Object.keys(terms).forEach((term) => {
if (term.match(escapedWord))
arr.push({ files: terms[term], score: Scorer.partialTerm });
});
}
if (!titleTerms.hasOwnProperty(word)) {
Object.keys(titleTerms).forEach((term) => {
if (term.match(escapedWord))
arr.push({ files: titleTerms[term], score: Scorer.partialTitle });
});
}
}
// no match but word was a required one
if (arr.every((record) => record.files === undefined)) return;
// found search word in contents
arr.forEach((record) => {
if (record.files === undefined) return;
let recordFiles = record.files;
if (recordFiles.length === undefined) recordFiles = [recordFiles];
files.push(...recordFiles);
// set score for the word in each file
recordFiles.forEach((file) => {
if (!scoreMap.has(file)) scoreMap.set(file, {});
scoreMap.get(file)[word] = record.score;
});
});
// create the mapping
files.forEach((file) => {
if (!fileMap.has(file)) fileMap.set(file, [word]);
else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word);
});
});
// now check if the files don't contain excluded terms
const results = [];
for (const [file, wordList] of fileMap) {
// check if all requirements are matched
// as search terms with length < 3 are discarded
const filteredTermCount = [...searchTerms].filter(
(term) => term.length > 2
).length;
if (
wordList.length !== searchTerms.size &&
wordList.length !== filteredTermCount
)
continue;
// ensure that none of the excluded terms is in the search result
if (
[...excludedTerms].some(
(term) =>
terms[term] === file ||
titleTerms[term] === file ||
(terms[term] || []).includes(file) ||
(titleTerms[term] || []).includes(file)
)
)
break;
// select one (max) score for the file.
const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w]));
// add result to the result list
results.push([
docNames[file],
titles[file],
"",
null,
score,
filenames[file],
SearchResultKind.text,
]);
}
return results;
},
/**
* helper function to return a node containing the
* search summary for a given text. keywords is a list
* of stemmed words.
*/
makeSearchSummary: (htmlText, keywords, anchor) => {
const text = Search.htmlToText(htmlText, anchor);
if (text === "") return null;
const textLower = text.toLowerCase();
const actualStartPosition = [...keywords]
.map((k) => textLower.indexOf(k.toLowerCase()))
.filter((i) => i > -1)
.slice(-1)[0];
const startWithContext = Math.max(actualStartPosition - 120, 0);
const top = startWithContext === 0 ? "" : "...";
const tail = startWithContext + 240 < text.length ? "..." : "";
let summary = document.createElement("p");
summary.classList.add("context");
summary.textContent = top + text.substr(startWithContext, 240).trim() + tail;
return summary;
},
};
_ready(Search.init);

@ -0,0 +1,154 @@
/* Highlighting utilities for Sphinx HTML documentation. */
"use strict";
const SPHINX_HIGHLIGHT_ENABLED = true
/**
* highlight a given string on a node by wrapping it in
* span elements with the given class name.
*/
const _highlight = (node, addItems, text, className) => {
if (node.nodeType === Node.TEXT_NODE) {
const val = node.nodeValue;
const parent = node.parentNode;
const pos = val.toLowerCase().indexOf(text);
if (
pos >= 0 &&
!parent.classList.contains(className) &&
!parent.classList.contains("nohighlight")
) {
let span;
const closestNode = parent.closest("body, svg, foreignObject");
const isInSVG = closestNode && closestNode.matches("svg");
if (isInSVG) {
span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
} else {
span = document.createElement("span");
span.classList.add(className);
}
span.appendChild(document.createTextNode(val.substr(pos, text.length)));
const rest = document.createTextNode(val.substr(pos + text.length));
parent.insertBefore(
span,
parent.insertBefore(
rest,
node.nextSibling
)
);
node.nodeValue = val.substr(0, pos);
/* There may be more occurrences of search term in this node. So call this
* function recursively on the remaining fragment.
*/
_highlight(rest, addItems, text, className);
if (isInSVG) {
const rect = document.createElementNS(
"http://www.w3.org/2000/svg",
"rect"
);
const bbox = parent.getBBox();
rect.x.baseVal.value = bbox.x;
rect.y.baseVal.value = bbox.y;
rect.width.baseVal.value = bbox.width;
rect.height.baseVal.value = bbox.height;
rect.setAttribute("class", className);
addItems.push({ parent: parent, target: rect });
}
}
} else if (node.matches && !node.matches("button, select, textarea")) {
node.childNodes.forEach((el) => _highlight(el, addItems, text, className));
}
};
const _highlightText = (thisNode, text, className) => {
let addItems = [];
_highlight(thisNode, addItems, text, className);
addItems.forEach((obj) =>
obj.parent.insertAdjacentElement("beforebegin", obj.target)
);
};
/**
* Small JavaScript module for the documentation.
*/
const SphinxHighlight = {
/**
* highlight the search words provided in localstorage in the text
*/
highlightSearchWords: () => {
if (!SPHINX_HIGHLIGHT_ENABLED) return; // bail if no highlight
// get and clear terms from localstorage
const url = new URL(window.location);
const highlight =
localStorage.getItem("sphinx_highlight_terms")
|| url.searchParams.get("highlight")
|| "";
localStorage.removeItem("sphinx_highlight_terms")
url.searchParams.delete("highlight");
window.history.replaceState({}, "", url);
// get individual terms from highlight string
const terms = highlight.toLowerCase().split(/\s+/).filter(x => x);
if (terms.length === 0) return; // nothing to do
// There should never be more than one element matching "div.body"
const divBody = document.querySelectorAll("div.body");
const body = divBody.length ? divBody[0] : document.querySelector("body");
window.setTimeout(() => {
terms.forEach((term) => _highlightText(body, term, "highlighted"));
}, 10);
const searchBox = document.getElementById("searchbox");
if (searchBox === null) return;
searchBox.appendChild(
document
.createRange()
.createContextualFragment(
'<p class="highlight-link">' +
'<a href="javascript:SphinxHighlight.hideSearchWords()">' +
_("Hide Search Matches") +
"</a></p>"
)
);
},
/**
* helper function to hide the search marks again
*/
hideSearchWords: () => {
document
.querySelectorAll("#searchbox .highlight-link")
.forEach((el) => el.remove());
document
.querySelectorAll("span.highlighted")
.forEach((el) => el.classList.remove("highlighted"));
localStorage.removeItem("sphinx_highlight_terms")
},
initEscapeListener: () => {
// only install a listener if it is really needed
if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return;
document.addEventListener("keydown", (event) => {
// bail for input elements
if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
// bail with special keys
if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return;
if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) {
SphinxHighlight.hideSearchWords();
event.preventDefault();
}
});
},
};
_ready(() => {
/* Do not call highlightSearchWords() when we are on the search page.
* It will highlight words from the *previous* search query.
*/
if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords();
SphinxHighlight.initEscapeListener();
});

@ -0,0 +1,186 @@
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<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="grogu.html#grogu.useful.add">add() (in module grogu.useful)</a>
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<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="grogu.html#grogu.useful.make_atran">make_atran() (in module grogu.useful)</a>
</li>
<li><a href="grogu.html#grogu.useful.make_contour">make_contour() (in module grogu.useful)</a>
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<li><a href="grogu.html#grogu.useful.make_kset">make_kset() (in module grogu.useful)</a>
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module
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</li>
<li><a href="grogu.html#module-grogu.example">grogu.example</a>
</li>
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<li class="toctree-l4"><a class="reference internal" href="#grogu.useful.add"><code class="docutils literal notranslate"><span class="pre">add()</span></code></a></li>
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<h2>Submodules<a class="headerlink" href="#submodules" title="Link to this heading"></a></h2>
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<span id="grogu-example-module"></span><h2>grogu.example module<a class="headerlink" href="#module-grogu.example" title="Link to this heading"></a></h2>
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<section id="module-grogu.jij">
<span id="grogu-jij-module"></span><h2>grogu.jij module<a class="headerlink" href="#module-grogu.jij" title="Link to this heading"></a></h2>
</section>
<section id="module-grogu.useful">
<span id="grogu-useful-module"></span><h2>grogu.useful module<a class="headerlink" href="#module-grogu.useful" title="Link to this heading"></a></h2>
<dl class="py function">
<dt class="sig sig-object py" id="grogu.useful.add">
<span class="sig-prename descclassname"><span class="pre">grogu.useful.</span></span><span class="sig-name descname"><span class="pre">add</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/grogu/useful.html#add"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#grogu.useful.add" title="Link to this definition"></a></dt>
<dd><p>The sum of two numbers for testing.</p>
<p>This function adds to numbers together. I only created this for testing documentation and examples.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>x</strong> (<em>float</em>) First number</p></li>
<li><p><strong>y</strong> (<em>float</em>) Second number added to <cite>x</cite></p></li>
</ul>
</dd>
<dt class="field-even">Returns<span class="colon">:</span></dt>
<dd class="field-even"><p><strong>sum</strong> The sum of the inputs</p>
</dd>
<dt class="field-odd">Return type<span class="colon">:</span></dt>
<dd class="field-odd"><p>int</p>
</dd>
</dl>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<dl class="simple">
<dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.add</span></code></dt><dd><p>Adds more than two numbers.</p>
</dd>
</dl>
</div>
<p class="rubric">Notes</p>
<p>We can create some latex notes here <a class="footnote-reference brackets" href="#id2" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a> :</p>
<div class="math notranslate nohighlight">
\[a + b = c\]</div>
<p class="rubric">References</p>
<aside class="footnote-list brackets">
<aside class="footnote brackets" id="id2" role="doc-footnote">
<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">1</a><span class="fn-bracket">]</span></span>
<p><a class="reference external" href="https://numpydoc.readthedocs.io/en/latest/format.html">https://numpydoc.readthedocs.io/en/latest/format.html</a></p>
</aside>
</aside>
<p class="rubric">Examples</p>
<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">add</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="go">3</span>
</pre></div>
</div>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="grogu.useful.hsk">
<span class="sig-prename descclassname"><span class="pre">grogu.useful.</span></span><span class="sig-name descname"><span class="pre">hsk</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">k</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(0,</span> <span class="pre">0,</span> <span class="pre">0)</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/grogu/useful.html#hsk"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#grogu.useful.hsk" title="Link to this definition"></a></dt>
<dd><p>One way to speed up Hk and Sk generation</p>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="grogu.useful.make_atran">
<span class="sig-prename descclassname"><span class="pre">grogu.useful.</span></span><span class="sig-name descname"><span class="pre">make_atran</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">nauc</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dirs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'xyz'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dist</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/grogu/useful.html#make_atran"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#grogu.useful.make_atran" title="Link to this definition"></a></dt>
<dd><p>Simple pair generator. Depending on the value of the dirs
argument sampling in 1,2 or 3 dimensions is generated.
If dirs argument does not contain either of x,y or z
a single pair is returend.</p>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="grogu.useful.make_contour">
<span class="sig-prename descclassname"><span class="pre">grogu.useful.</span></span><span class="sig-name descname"><span class="pre">make_contour</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">emin</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">emax</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">enum</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">42</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">150</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/grogu/useful.html#make_contour"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#grogu.useful.make_contour" title="Link to this definition"></a></dt>
<dd><p>A more sophisticated contour generator</p>
</dd></dl>
<dl class="py function">
<dt class="sig sig-object py" id="grogu.useful.make_kset">
<span class="sig-prename descclassname"><span class="pre">grogu.useful.</span></span><span class="sig-name descname"><span class="pre">make_kset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dirs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'xyz'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">NUMK</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/grogu/useful.html#make_kset"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#grogu.useful.make_kset" title="Link to this definition"></a></dt>
<dd><p>Simple k-grid generator. Depending on the value of the dirs
argument k sampling in 1,2 or 3 dimensions is generated.
If dirs argument does not contain either of x,y or z
a kset of a single k-pont at the origin is returend.</p>
</dd></dl>
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Search.setIndex({"alltitles": {"Contents:": [[1, null]], "Indices and tables": [[1, "indices-and-tables"]], "Module contents": [[0, "module-grogu"]], "Submodules": [[0, "submodules"]], "asd documentation": [[1, null]], "grogu package": [[0, null]], "grogu.example module": [[0, "module-grogu.example"]], "grogu.jij module": [[0, "module-grogu.jij"]], "grogu.useful module": [[0, "module-grogu.useful"]], "src": [[2, null]]}, "docnames": ["grogu", "index", "modules"], "envversion": {"sphinx": 64, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1}, "filenames": ["grogu.rst", "index.rst", "modules.rst"], "indexentries": {"add() (in module grogu.useful)": [[0, "grogu.useful.add", false]], "grogu": [[0, "module-grogu", false]], "grogu.example": [[0, "module-grogu.example", false]], "grogu.jij": [[0, "module-grogu.jij", false]], "grogu.useful": [[0, "module-grogu.useful", false]], "hsk() (in module grogu.useful)": [[0, "grogu.useful.hsk", false]], "make_atran() (in module grogu.useful)": [[0, "grogu.useful.make_atran", false]], "make_contour() (in module grogu.useful)": [[0, "grogu.useful.make_contour", false]], "make_kset() (in module grogu.useful)": [[0, "grogu.useful.make_kset", false]], "module": [[0, "module-grogu", false], [0, "module-grogu.example", false], [0, "module-grogu.jij", false], [0, "module-grogu.useful", false]]}, "objects": {"": [[0, 0, 0, "-", "grogu"]], "grogu": [[0, 0, 0, "-", "example"], [0, 0, 0, "-", "jij"], [0, 0, 0, "-", "useful"]], "grogu.useful": [[0, 1, 1, "", "add"], [0, 1, 1, "", "hsk"], [0, 1, 1, "", "make_atran"], [0, 1, 1, "", "make_contour"], [0, 1, 1, "", "make_kset"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"]}, "objtypes": {"0": "py:module", "1": "py:function"}, "terms": {"0": 0, "1": 0, "150": 0, "2": 0, "20": 0, "3": 0, "42": 0, "A": 0, "If": 0, "One": 0, "The": 0, "ad": 0, "add": [0, 1, 2], "argument": 0, "b": 0, "c": 0, "can": 0, "contain": 0, "content": 2, "contour": 0, "creat": 0, "depend": 0, "detail": 1, "dh": 0, "dimens": 0, "dir": 0, "dist": 0, "document": 0, "doe": 0, "either": 0, "emax": 0, "emin": 0, "en": 0, "enum": 0, "exampl": 2, "first": 0, "float": 0, "format": 0, "function": 0, "gener": 0, "grid": 0, "grogu": [1, 2], "here": 0, "hk": 0, "hsk": [0, 2], "html": 0, "http": 0, "i": 0, "index": 1, "input": 0, "int": 0, "io": 0, "jij": 2, "k": 0, "kset": 0, "latest": 0, "latex": 0, "make_atran": [0, 2], "make_contour": [0, 2], "make_kset": [0, 2], "modul": [1, 2], "more": 0, "nauc": 0, "note": 0, "number": 0, "numk": 0, "numpi": 0, "numpydoc": 0, "onli": 0, "origin": 0, "p": 0, "packag": [1, 2], "page": 1, "pair": 0, "paramet": 0, "pont": 0, "readthedoc": 0, "refer": 0, "restructuredtext": 1, "returend": 0, "return": 0, "sampl": 0, "search": 1, "second": 0, "see": 1, "simpl": 0, "singl": 0, "sk": 0, "some": 0, "sophist": 0, "sourc": 0, "speed": 0, "src": 1, "submodul": 2, "sum": 0, "syntax": 1, "test": 0, "than": 0, "thi": 0, "togeth": 0, "two": 0, "type": 0, "up": 0, "us": [1, 2], "valu": 0, "wai": 0, "we": 0, "x": 0, "xyz": 0, "y": 0, "your": 1, "z": 0}, "titles": ["grogu package", "asd documentation", "src"], "titleterms": {"asd": 1, "content": [0, 1], "document": 1, "exampl": 0, "grogu": 0, "indic": 1, "jij": 0, "modul": 0, "packag": 0, "src": 2, "submodul": 0, "tabl": 1, "us": 0}})

@ -0,0 +1,52 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
import os
import sys
sys.path.insert(0, os.path.abspath("../../src"))
# -- Project information -----------------------------------------------------
# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
project = "Grogu"
copyright = "2024, Grogu"
author = "Laszlo Oroszlany, Daniel Pozsar"
release = "0.0.1"
# -- General configuration ---------------------------------------------------
# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
extensions = [
"sphinx.ext.autodoc",
"sphinx.ext.viewcode",
"sphinx.ext.napoleon",
]
templates_path = ["_templates"]
exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
# -- Options for HTML output -------------------------------------------------
# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
html_theme = "sphinx_rtd_theme"
html_static_path = ["_static"]

@ -0,0 +1,37 @@
grogu package
=============
Submodules
----------
grogu.example module
--------------------
.. automodule:: grogu.example
:members:
:undoc-members:
:show-inheritance:
grogu.jij module
----------------
.. automodule:: grogu.jij
:members:
:undoc-members:
:show-inheritance:
grogu.useful module
-------------------
.. automodule:: grogu.useful
:members:
:undoc-members:
:show-inheritance:
Module contents
---------------
.. automodule:: grogu
:members:
:undoc-members:
:show-inheritance:

@ -0,0 +1,25 @@
.. asd documentation master file, created by
sphinx-quickstart on Thu Oct 10 17:10:03 2024.
You can adapt this file completely to your liking, but it should at least
contain the root `toctree` directive.
asd documentation
=================
Add your content using ``reStructuredText`` syntax. See the
`reStructuredText <https://www.sphinx-doc.org/en/master/usage/restructuredtext/index.html>`_
documentation for details.
.. toctree::
:maxdepth: 2
:caption: Contents:
modules
Indices and tables
==================
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`

@ -0,0 +1,35 @@
@ECHO OFF
pushd %~dp0
REM Command file for Sphinx documentation
if "%SPHINXBUILD%" == "" (
set SPHINXBUILD=sphinx-build
)
set SOURCEDIR=.
set BUILDDIR=_build
%SPHINXBUILD% >NUL 2>NUL
if errorlevel 9009 (
echo.
echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
echo.installed, then set the SPHINXBUILD environment variable to point
echo.to the full path of the 'sphinx-build' executable. Alternatively you
echo.may add the Sphinx directory to PATH.
echo.
echo.If you don't have Sphinx installed, grab it from
echo.https://www.sphinx-doc.org/
exit /b 1
)
if "%1" == "" goto help
%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
goto end
:help
%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
:end
popd

@ -0,0 +1,7 @@
src
===
.. toctree::
:maxdepth: 4
grogu

@ -0,0 +1,52 @@
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"
[project]
name = "grogu"
version = "0.0.1"
authors = [
{ name="Laszlo Oroszlany", email="laszlo.oroszlany@ttk.elte.hu" },
{ name="Daniel Pozsar", email="danielpozsar@student.elte.hu" },
]
description = "Relativistic magnetic interactions from non-orthogonal basis sets"
readme = "README.md"
kewords = [
"DFT",
"physics",
]
requires-python = ">=3.8"
dependencies = [
"numpy",
"scipy",
"sisl",
"mpi4py",
"argparse",
]
classifiers = [
"Development Status :: 3 - Alpha",
"Programming Language :: Python",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Scientific/Engineering :: Physics",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
]
[project.urls]
Homepage = "https://github.com/pypa/sampleproject"
Documentation = "https://readthedocs.org"
Repository = "https://github.com/me/spam.git"
Issues = "https://github.com/pypa/sampleproject/issues"
[tool.pytest.ini_options]
addopts = [
"--import-mode=importlib",
# "--cov",
"--doctest-modules",
]
pythonpath = [
"src/grogu/",
]

@ -0,0 +1,17 @@
# PyPI
wheel
setuptools
build
# code-linters
black
license-headers
# dev-tools
pre-commit
pytest
pytest-randomly
pytest-cov
doctest
sphinx
git

@ -0,0 +1,6 @@
# Package dependencies
numpy
scipy
sisl
mpi4py
argparse

@ -0,0 +1,22 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
from jij import *
from useful import *

@ -0,0 +1,19 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.

@ -0,0 +1,294 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
if __name__ == "__main__":
import argparse
import sys
from itertools import permutations, product
from timeit import default_timer as timer
import numpy as np
import numpy.linalg as nl
import sisl
import tqdm
from mpi4py import MPI
from scipy.special import roots_legendre
from grogu.useful import hsk, make_atran, make_contour, make_kset
start = timer()
# Some input parsing
parser = argparse.ArgumentParser()
parser.add_argument(
"--kset",
dest="kset",
default=2,
type=int,
help="k-space resolution of Jij calculation",
)
parser.add_argument(
"--kdirs",
dest="kdirs",
default="xyz",
help="Definition of k-space dimensionality",
)
parser.add_argument(
"--eset",
dest="eset",
default=42,
type=int,
help="Number of energy points on the contour",
)
parser.add_argument(
"--eset-p",
dest="esetp",
default=10,
type=int,
help="Parameter tuning the distribution on the contour",
)
parser.add_argument("--input", dest="infile", required=True, help="Input file name")
parser.add_argument(
"--output", dest="outfile", required=True, help="Output file name"
)
parser.add_argument(
"--Ebot",
dest="Ebot",
default=-20.0,
type=float,
help="Bottom energy of the contour",
)
parser.add_argument(
"--npairs",
dest="npairs",
default=1,
type=int,
help="Number of unitcell pairs in each direction for Jij calculation",
)
parser.add_argument(
"--adirs", dest="adirs", default=False, help="Definition of pair directions"
)
parser.add_argument(
"--use-tqdm",
dest="usetqdm",
default="not",
help="Use tqdm for progressbars or not",
)
parser.add_argument(
"--cutoff",
dest="cutoff",
default=100.0,
type=float,
help="Real space cutoff for pair generation in Angs",
)
parser.add_argument(
"--pairfile",
dest="pairfile",
default=False,
help="File to read pair information",
)
args = parser.parse_args()
# ----------------------------------------------------------------------
# MPI init
comm = MPI.COMM_WORLD
size = comm.Get_size()
rank = comm.Get_rank()
root_node = 0
if rank == root_node:
print("Number of nodes in the parallel cluster: ", size)
# ----------------------------------------------------------------------
# importing the necessary structures from SIESTA output
dat = sisl.get_sile(args.infile)
dh = dat.read_hamiltonian()
# update datastructure of the hamiltonian
# this is needed for quick Hk building
dh.hup = (
dh.tocsr(0)
.toarray()
.reshape(dh.no, dh.n_s, dh.no)
.transpose(0, 2, 1)
.astype("complex128")
)
dh.hdo = (
dh.tocsr(1)
.toarray()
.reshape(dh.no, dh.n_s, dh.no)
.transpose(0, 2, 1)
.astype("complex128")
)
dh.sov = (
dh.tocsr(2)
.toarray()
.reshape(dh.no, dh.n_s, dh.no)
.transpose(0, 2, 1)
.astype("complex128")
)
# ----------------------------------------------------------------------
# generate k space sampling
kset = make_kset(dirs=args.kdirs, NUMK=args.kset)
wk = 1 / len(kset) # weight of a kpoint in BZ integral
kpcs = np.array_split(kset, size)
if "k" in args.usetqdm:
kpcs[root_node] = tqdm.tqdm(kpcs[root_node], desc="k loop")
# ----------------------------------------------------------------------
# define pairs
if args.pairfile:
# if pair file is specified read in pair information from pairfile
if rank == root_node:
# read in pair on root node file in a format of five integer columns
# first two integers define sublattice
# second three define distance vectors of unitcells
dummy = np.loadtxt(args.pairfile, dtype=int)
atran = [
(dummy[p, 0], dummy[p, 1], [dummy[p, 2], dummy[p, 3], dummy[p, 4]])
for p in range(len(dummy))
]
else:
atran = None
# syncronize atran over all nodes
atran = comm.bcast(atran, root=root_node)
else:
# if pairfile is not specified generate pair as defined by npairs and adirs
# Take pair directions for k directions if adirs is not set
args.adirs = args.adirs if args.adirs else args.kdirs
# definition of pairs in terms of integer coordinates refering
# to unicell distances and atomic positions
atran = make_atran(len(dh.atoms), args.adirs, dist=args.npairs)
pairs = []
for i, j, uc in atran:
if nl.norm(np.dot(uc, dh.cell)) < args.cutoff:
pairs.append(
dict(
offset=uc, # lattice vector offset between the unitcells the two atoms are
aiij=[i, j], # indecies of the atoms in the unitcell
noij=[
dh.atoms.orbitals[i],
dh.atoms.orbitals[j],
], # number of orbitals on the appropriate atoms
slij=[
slice(
*(lambda x: [min(x), max(x) + 1])(dh.a2o(i, all=True))
), # slices for
slice(*(lambda x: [min(x), max(x) + 1])(dh.a2o(j, all=True))),
], # appropriate orbitals
rirj=[
dh.axyz()[i],
dh.axyz()[j],
], # real space vectors of atoms in the unit cell
Rij=np.dot(
uc, dh.cell
), # real space distance vector between unit cells
rij=np.dot(uc, dh.cell)
- dh.axyz()[i]
+ dh.axyz()[j], # real space vector between atoms
Jijz=[], # in this empty list are we going to gather the integrad of the energy integral
Jij=0, # the final results of the calculation are going to be here on the root node
)
)
if rank == root_node:
print("Number of pairs beeing calculated: ", len(pairs))
comm.Barrier()
# ----------------------------------------------------------------------
# make energy contour
# we are working in eV now !
# and sisil shifts E_F to 0 !
cont = make_contour(emin=args.Ebot, enum=args.eset, p=args.esetp)
eran = cont.ze
# ----------------------------------------------------------------------
# generating onsite matrix and overalp elements of all the atoms in the unitcell
# onsite of the origin supercell
orig_indx = np.arange(0, dh.no) + dh.sc_index([0, 0, 0]) * dh.no
# spin up
uc_up = dh.tocsr(dh.UP)[:, orig_indx].toarray()
# spin down
uc_down = dh.tocsr(dh.DOWN)[:, orig_indx].toarray()
Hs = []
# get number of atoms in the unit cell
for i in range(len(dh.atoms)):
at_indx = dh.a2o(i, all=True)
Hs.append(uc_up[:, at_indx][at_indx, :] - uc_down[:, at_indx][at_indx, :])
# ----------------------------------------------------------------------
# sampling the integrand on the contour and the BZ
for pair in pairs:
noi, noj = pair["noij"]
pair["Guij"] = np.zeros((args.eset, noi, noj), dtype="complex128")
pair["Gdji"] = np.zeros((args.eset, noj, noi), dtype="complex128")
pair["Guij_tmp"] = np.zeros((args.eset, noi, noj), dtype="complex128")
pair["Gdji_tmp"] = np.zeros((args.eset, noj, noi), dtype="complex128")
for k in kpcs[rank]:
HKU, HKD, SK = hsk(dh, k)
Gku = nl.inv(SK * eran.reshape(args.eset, 1, 1) - HKU)
Gkd = nl.inv(SK * eran.reshape(args.eset, 1, 1) - HKD)
for pair in pairs:
phase = np.exp(1j * np.dot(np.dot(k, dh.rcell), pair["Rij"]))
si, sj = pair["slij"]
pair["Guij_tmp"] += Gku[:, si, sj] * phase * wk
pair["Gdji_tmp"] += Gkd[:, sj, si] / phase * wk
# summ reduce partial results of mpi nodes
for pair in pairs:
comm.Reduce(pair["Guij_tmp"], pair["Guij"], root=root_node)
comm.Reduce(pair["Gdji_tmp"], pair["Gdji"], root=root_node)
if rank == root_node:
for pair in pairs:
i, j = pair["aiij"]
# The Szunyogh-Lichtenstein formula
pair["Jijz"] = np.trace(
(Hs[i] @ pair["Guij"]) @ (Hs[j] @ pair["Gdji"]), axis1=1, axis2=2
)
# evaluation of the contour integral
pair["Jij"] = np.trapz(np.imag(pair["Jijz"] * cont.we) / (2 * np.pi))
end = timer()
# ----------------------------------------------------------------------
# and saveing output of the calculation
np.savetxt(
args.outfile,
np.array(
[
[nl.norm(p["rij"]), p["Jij"] * sisl.unit_convert("eV", "Ry") * 1000]
+ p["aiij"]
+ list(p["offset"])
+ list(p["rij"])
for p in pairs
],
dtype=object,
),
header=str(args)
+ "\nnumber of cores = "
+ str(size)
+ "\ntime of calculation = "
+ str(end - start)
+ "\nnorm(rij),Jij[mRy],aiij,offset,rij",
fmt="%s",
)

@ -0,0 +1,167 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
from itertools import permutations, product
import numpy as np
from scipy.special import roots_legendre
# define some useful functions
def hsk(dh, k=(0, 0, 0)):
"""
One way to speed up Hk and Sk generation
"""
k = np.asarray(k, np.float64) # this two conversion lines
k.shape = (-1,) # are from the sisl source
# this generates the list of phases
phases = np.exp(-1j * np.dot(np.dot(np.dot(dh.rcell, k), dh.cell), dh.sc.sc_off.T))
HKU = np.einsum("abc,c->ab", dh.hup, phases)
HKD = np.einsum("abc,c->ab", dh.hdo, phases)
SK = np.einsum("abc,c->ab", dh.sov, phases)
return HKU, HKD, SK
def make_contour(emin=-20, emax=0.0, enum=42, p=150):
"""
A more sophisticated contour generator
"""
x, wl = roots_legendre(enum)
R = (emax - emin) / 2
z0 = (emax + emin) / 2
y1 = -np.log(1 + np.pi * p)
y2 = 0
y = (y2 - y1) / 2 * x + (y2 + y1) / 2
phi = (np.exp(-y) - 1) / p
ze = z0 + R * np.exp(1j * phi)
we = -(y2 - y1) / 2 * np.exp(-y) / p * 1j * (ze - z0) * wl
class ccont:
# just an empty container class
pass
cont = ccont()
cont.R = R
cont.z0 = z0
cont.ze = ze
cont.we = we
cont.enum = enum
return cont
def make_kset(dirs="xyz", NUMK=20):
"""
Simple k-grid generator. Depending on the value of the dirs
argument k sampling in 1,2 or 3 dimensions is generated.
If dirs argument does not contain either of x,y or z
a kset of a single k-pont at the origin is returend.
"""
if not (sum([d in dirs for d in "xyz"])):
return np.array([[0, 0, 0]])
kran = len(dirs) * [np.linspace(0, 1, NUMK, endpoint=False)]
mg = np.meshgrid(*kran)
dirsdict = dict()
for d in enumerate(dirs):
dirsdict[d[1]] = mg[d[0]].flatten()
for d in "xyz":
if not (d in dirs):
dirsdict[d] = 0 * dirsdict[dirs[0]]
kset = np.array([dirsdict[d] for d in "xyz"]).T
return kset
def make_atran(nauc, dirs="xyz", dist=1):
"""
Simple pair generator. Depending on the value of the dirs
argument sampling in 1,2 or 3 dimensions is generated.
If dirs argument does not contain either of x,y or z
a single pair is returend.
"""
if not (sum([d in dirs for d in "xyz"])):
return (0, 0, [1, 0, 0])
dran = len(dirs) * [np.arange(-dist, dist + 1)]
mg = np.meshgrid(*dran)
dirsdict = dict()
for d in enumerate(dirs):
dirsdict[d[1]] = mg[d[0]].flatten()
for d in "xyz":
if not (d in dirs):
dirsdict[d] = 0 * dirsdict[dirs[0]]
ucran = np.array([dirsdict[d] for d in "xyz"]).T
atran = []
for i, j in list(product(range(nauc), repeat=2)):
for u in ucran:
if (abs(i - j) + sum(abs(u))) > 0:
atran.append((i, j, list(u)))
return atran
def add(x, y):
"""The sum of two numbers for testing.
This function adds to numbers together. I only created this for testing documentation and examples.
Parameters
----------
x : float
First number
y : float
Second number added to `x`
Returns
-------
sum : int
The sum of the inputs
See Also
--------
numpy.add : Adds more than two numbers.
Notes
-----
We can create some latex notes here [1]_ :
.. math:: a + b = c
References
----------
.. [1] https://numpydoc.readthedocs.io/en/latest/format.html
Examples
--------
>>> add(1, 2)
3
"""
return x + y

@ -0,0 +1,19 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.

@ -0,0 +1,19 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.

@ -0,0 +1,29 @@
# Copyright (c) [2024] [Daniel Pozsar]
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
import pytest
from useful import add
@pytest.mark.parametrize(
"a, b, c, expected_out", [(1, 2, 3, True), (6, 7, 13, True), (1, 2, 10, False)]
)
def test_add(a, b, c, expected_out):
assert (add(a, b) == c) == expected_out
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