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fjosw 2022-01-19 11:05:18 +00:00
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@ -147,6 +147,21 @@
<span class="n">data</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">a</span> <span class="o">**</span> <span class="mi">2</span><span class="p">)</span> <span class="o">*</span> <span class="n">rand</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">+</span> <span class="n">a</span> <span class="o">*</span> <span class="n">data</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
<span class="n">corr_data</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">data</span><span class="p">)</span> <span class="o">-</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> <span class="o">+</span> <span class="n">means</span>
<span class="k">return</span> <span class="p">[</span><span class="n">Obs</span><span class="p">([</span><span class="n">dat</span><span class="p">],</span> <span class="p">[</span><span class="n">name</span><span class="p">])</span> <span class="k">for</span> <span class="n">dat</span> <span class="ow">in</span> <span class="n">corr_data</span><span class="o">.</span><span class="n">T</span><span class="p">]</span>
<span class="k">def</span> <span class="nf">_assert_equal_properties</span><span class="p">(</span><span class="n">ol</span><span class="p">,</span> <span class="n">otype</span><span class="o">=</span><span class="n">Obs</span><span class="p">):</span>
<span class="k">for</span> <span class="n">o</span> <span class="ow">in</span> <span class="n">ol</span><span class="p">:</span>
<span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">o</span><span class="p">,</span> <span class="n">otype</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;Wrong data type in list.&quot;</span><span class="p">)</span>
<span class="k">for</span> <span class="n">o</span> <span class="ow">in</span> <span class="n">ol</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">ol</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">==</span> <span class="n">o</span><span class="o">.</span><span class="n">is_merged</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;All Obs in list have to be defined on the same set of configs.&quot;</span><span class="p">)</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">ol</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">reweighted</span> <span class="o">==</span> <span class="n">o</span><span class="o">.</span><span class="n">reweighted</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;All Obs in list have to have the same property &#39;reweighted&#39;.&quot;</span><span class="p">)</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">ol</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">e_content</span> <span class="o">==</span> <span class="n">o</span><span class="o">.</span><span class="n">e_content</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;All Obs in list have to be defined on the same set of configs.&quot;</span><span class="p">)</span>
<span class="k">if</span> <span class="ow">not</span> <span class="n">ol</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">idl</span> <span class="o">==</span> <span class="n">o</span><span class="o">.</span><span class="n">idl</span><span class="p">:</span>
<span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;All Obs in list have to be defined on the same set of configurations.&quot;</span><span class="p">)</span>
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