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GitLab

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<h3>

Liubov Chuprikova pushed to branch master

at <a href="https://salsa.debian.org/med-team/q2-feature-table">Debian Med / q2-feature-table</a>

</h3>

<h4>

Commits:

</h4>

<ul>

<li>

<strong><a href="https://salsa.debian.org/med-team/q2-feature-table/commit/16b1e8c6f7b07db35d3151d024085607c196ad21">16b1e8c6</a></strong>

<div>

<span>by Liubov Chuprikova</span>

<i>at 2019-12-29T16:09:26Z</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">New upstream version 2019.10.0+dfsg</pre>

</li>

<li>

<strong><a href="https://salsa.debian.org/med-team/q2-feature-table/commit/09be168417b98ed306badddf57da7ab2e19a6f08">09be1684</a></strong>

<div>

<span>by Liubov Chuprikova</span>

<i>at 2019-12-29T16:09:26Z</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">Update upstream source from tag 'upstream/2019.10.0+dfsg'

Update to upstream version '2019.10.0+dfsg'

with Debian dir a9ca1cabbb81ebae38b653f0dc15e8af1c2f61f2</pre>

</li>

<li>

<strong><a href="https://salsa.debian.org/med-team/q2-feature-table/commit/fef3d4ae4f209b007e8f2b2b8502c2cde8555cf8">fef3d4ae</a></strong>

<div>

<span>by Liubov Chuprikova</span>

<i>at 2019-12-29T16:11:42Z</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">New upstream version

</pre>

</li>

</ul>

<h4>5 changed files:</h4>

<ul>

<li class="file-stats">

<a href="#9c96da0e9f91d7d8937b69b524702c106258f0d1">

debian/changelog

</a>

</li>

<li class="file-stats">

<a href="#f5b5877c6bdfd774aae3a0b5e375390e070d2467">

q2_feature_table/_heatmap/_visualizer.py

</a>

</li>

<li class="file-stats">

<a href="#9c6ed7ca32f999a96f777269dbe526e3d2fac2c5">

q2_feature_table/_version.py

</a>

</li>

<li class="file-stats">

<a href="#8a206dc7b1017aa2babdf50ef920b29a0b386e32">

q2_feature_table/plugin_setup.py

</a>

</li>

<li class="file-stats">

<a href="#8b2efa23963264f80c89b9c2a43a369d9b8fb02e">

q2_feature_table/tests/test_heatmap.py

</a>

</li>

</ul>

<h4>Changes:</h4>

<li id="9c96da0e9f91d7d8937b69b524702c106258f0d1">

<a href="https://salsa.debian.org/med-team/q2-feature-table/compare/c3e7a9457a09100616862110c4b4937987bc28c1...fef3d4ae4f209b007e8f2b2b8502c2cde8555cf8#9c96da0e9f91d7d8937b69b524702c106258f0d1"><strong>debian/changelog</strong></a>

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1

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<td class="diff-line-num new_line old" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC1" class="line" lang="plaintext">q2-feature-table (2019.<span class="idiff left right">7</span>.0+dfsg-1) UNRELEASED; urgency=medium</span>

</pre>

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<pre style="margin: 0;">+<span id="LC1" class="line" lang="plaintext">q2-feature-table (2019.<span class="idiff left right">10</span>.0+dfsg-1) UNRELEASED; urgency=medium</span>

</pre>

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<pre style="margin: 0;"> <span id="LC2" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC3" class="line" lang="plaintext">  * New upstream version</span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC4" class="line" lang="plaintext">  * debhelper-compat 12</span>

</pre>

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5

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<td class="diff-line-num new_line old" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC5" class="line" lang="plaintext">  * Standards-Version: 4.4.0</span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC5" class="line" lang="plaintext">  * Respect DEB_BUILD_OPTIONS in override_dh_auto_test target</span>

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<pre style="margin: 0;">-<span id="LC7" class="line" lang="plaintext">  * Specify the required version of qiime2 and plugins</span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC6" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC9" class="line" lang="plaintext"> -- Liubov Chuprikova <chuprikovalv@gmail.com>  S<span class="idiff left right">at, 07 Sep 2019 14:19:37 +02</span>00</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC7" class="line" lang="plaintext"> -- Liubov Chuprikova <chuprikovalv@gmail.com>  S<span class="idiff left right">un, 29 Dec 2019 19:10:59 +03</span>00</span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC9" class="line" lang="plaintext">q2-feature-table (2019.4.0+dfsg-1) unstable; urgency=medium</span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="12" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

12

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<td class="diff-line-num new_line" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC10" class="line" lang="plaintext"></span>

</pre>

</td>

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<br>

</li>

<li id="f5b5877c6bdfd774aae3a0b5e375390e070d2467">

<a href="https://salsa.debian.org/med-team/q2-feature-table/compare/c3e7a9457a09100616862110c4b4937987bc28c1...fef3d4ae4f209b007e8f2b2b8502c2cde8555cf8#f5b5877c6bdfd774aae3a0b5e375390e070d2467"><strong>q2_feature_table/_heatmap/_visualizer.py</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="65" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="65" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -65,7 +65,7 @@ heatmap_choices = {</td>

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<pre style="margin: 0;"> <span id="LC65" class="line" lang="python">                     <span class="s" style="color: #d14;">'summer_r'</span><span class="p">,</span> <span class="s" style="color: #d14;">'tab10'</span><span class="p">,</span> <span class="s" style="color: #d14;">'tab10_r'</span><span class="p">,</span> <span class="s" style="color: #d14;">'tab20'</span><span class="p">,</span> <span class="s" style="color: #d14;">'tab20_r'</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC66" class="line" lang="python">                     <span class="s" style="color: #d14;">'tab20b'</span><span class="p">,</span> <span class="s" style="color: #d14;">'tab20b_r'</span><span class="p">,</span> <span class="s" style="color: #d14;">'tab20c'</span><span class="p">,</span> <span class="s" style="color: #d14;">'tab20c_r'</span><span class="p">,</span> <span class="s" style="color: #d14;">'terrain'</span><span class="p">,</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC67" class="line" lang="python">                     <span class="s" style="color: #d14;">'terrain_r'</span><span class="p">,</span> <span class="s" style="color: #d14;">'viridis'</span><span class="p">,</span> <span class="s" style="color: #d14;">'viridis_r'</span><span class="p">,</span> <span class="s" style="color: #d14;">'vlag'</span><span class="p">,</span> <span class="s" style="color: #d14;">'vlag_r'</span><span class="p">,</span></span>

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<pre style="margin: 0;">-<span id="LC68" class="line" lang="python">                     <span class="s" style="color: #d14;">'winter'</span><span class="p">,</span> <span class="s" style="color: #d14;">'winter_r'</span><span class="p">}</span></span>

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<pre style="margin: 0;">+<span id="LC68" class="line" lang="python">                     <span class="s" style="color: #d14;">'winter'</span><span class="p">,</span> <span class="s" style="color: #d14;">'winter_r'</span><span class="p"><span class="idiff left">,</span></span><span class="idiff"> </span><span class="s" style="color: #d14;"><span class="idiff">'cividis'</span></span><span class="p"><span class="idiff">,</span></span><span class="idiff"> </span><span class="s" style="color: #d14;"><span class="idiff right">'cividis_r'</span></span><span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC69" class="line" lang="python"><span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC70" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC71" class="line" lang="python"></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="75" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="75" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -75,7 +75,7 @@ _clustering_map = {'both': {'col_cluster': True, 'row_cluster': True},</td>

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<pre style="margin: 0;"> <span id="LC75" class="line" lang="python">                   <span class="s" style="color: #d14;">'none'</span><span class="p">:</span> <span class="p">{</span><span class="s" style="color: #d14;">'col_cluster'</span><span class="p">:</span> <span class="bp" style="color: #999;">False</span><span class="p">,</span> <span class="s" style="color: #d14;">'row_cluster'</span><span class="p">:</span> <span class="bp" style="color: #999;">False</span><span class="p">}}</span></span>

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<pre style="margin: 0;"> <span id="LC76" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC77" class="line" lang="python"></span>

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<pre style="margin: 0;">-<span id="LC78" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">_munge_metadata</span><span class="p">(</span><span class="n" style="color: #333;">metadata</span><span class="p">,</span> <span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="79" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC78" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">_munge_<span class="idiff left right">sample_</span>metadata</span><span class="p">(</span><span class="n" style="color: #333;">metadata</span><span class="p">,</span> <span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="p">):</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC79" class="line" lang="python">    <span class="n" style="color: #333;">metadata</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">filter_ids</span><span class="p">(</span><span class="n" style="color: #333;">table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">index</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC80" class="line" lang="python">    <span class="n" style="color: #333;">column_name</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">name</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC81" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="97" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="97" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -97,16 +97,32 @@ def _munge_metadata(metadata, table, cluster):</td>

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<pre style="margin: 0;"> <span id="LC97" class="line" lang="python">    <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">table</span></span>

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<pre style="margin: 0;"> <span id="LC98" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC99" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC100" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">metadata</span><span class="p">,</span> <span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="101" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC101" class="line" lang="python">    <span class="n" style="color: #333;">metadata</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">filter_ids</span><span class="p">(</span><span class="n" style="color: #333;">table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">columns</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC102" class="line" lang="python">    <span class="n" style="color: #333;">column_name</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">name</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="103" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC103" class="line" lang="python">    <span class="n" style="color: #333;">metadata_df</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">to_dataframe</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="104" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC104" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># replace feature IDs with feature metadata annotations</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="105" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC105" class="line" lang="python">    <span class="n" style="color: #333;">table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">columns</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">metadata_df</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">reindex</span><span class="p">(</span><span class="n" style="color: #333;">table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">columns</span><span class="p">)[</span><span class="n" style="color: #333;">column_name</span><span class="p">]</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">values</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC106" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">cluster</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">'samples'</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="107" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC107" class="line" lang="python">        <span class="n" style="color: #333;">table</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">sort_index</span><span class="p">(</span><span class="n" style="color: #333;">axis</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="108" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC108" class="line" lang="python">    <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">table</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC109" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC110" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC111" class="line" lang="python"><span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">heatmap</span><span class="p">(</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="n" style="color: #333;">table</span><span class="p">:</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">DataFrame</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="101" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="112" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC101" class="line" lang="python">            <span class="n" style="color: #333;">metadata</span><span class="p">:</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">None</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="112" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC112" class="line" lang="python">            <span class="n" style="color: #333;">sample_metadata</span><span class="p">:</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">None</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="113" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC113" class="line" lang="python">            <span class="n" style="color: #333;">feature_metadata</span><span class="p">:</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">None</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="114" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC114" class="line" lang="python">            <span class="n" style="color: #333;">normalize</span><span class="p">:</span> <span class="nb" style="color: #0086b3;">bool</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">True</span><span class="p">,</span> <span class="n" style="color: #333;">title</span><span class="p">:</span> <span class="nb" style="color: #0086b3;">str</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">None</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="115" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC115" class="line" lang="python">            <span class="n" style="color: #333;">metric</span><span class="p">:</span> <span class="nb" style="color: #0086b3;">str</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'euclidean'</span><span class="p">,</span> <span class="n" style="color: #333;">method</span><span class="p">:</span> <span class="nb" style="color: #0086b3;">str</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'average'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="104" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

104

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<td class="diff-line-num new_line" data-linenumber="116" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC116" class="line" lang="python">            <span class="n" style="color: #333;">cluster</span><span class="p">:</span> <span class="nb" style="color: #0086b3;">str</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'both'</span><span class="p">,</span> <span class="n" style="color: #333;">color_scheme</span><span class="p">:</span> <span class="nb" style="color: #0086b3;">str</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'rocket'</span><span class="p">)</span> <span class="o" style="font-weight: 600;">-></span> <span class="bp" style="color: #999;">None</span><span class="p">:</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="105" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

105

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<td class="diff-line-num new_line" data-linenumber="117" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

117

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<pre style="margin: 0;"> <span id="LC117" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">empty</span><span class="p">:</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

106

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<td class="diff-line-num new_line" data-linenumber="118" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC118" class="line" lang="python">        <span class="k" style="font-weight: 600;">raise</span> <span class="nb" style="color: #0086b3;">ValueError</span><span class="p">(</span><span class="s" style="color: #d14;">'Cannot visualize an empty table.'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="107" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

107

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<td class="diff-line-num new_line" data-linenumber="119" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

119

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC119" class="line" lang="python"></span>

</pre>

</td>

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<td class="diff-line-num old old_line" data-linenumber="108" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="120" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC108" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">metadata</span> <span class="ow" style="font-weight: 600;">is</span> <span class="ow" style="font-weight: 600;">not</span> <span class="bp" style="color: #999;">None</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

109

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<td class="diff-line-num new_line old" data-linenumber="120" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC109" class="line" lang="python">        <span class="n" style="color: #333;">table</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_metadata</span><span class="p">(</span><span class="n" style="color: #333;">metadata</span><span class="p">,</span> <span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="p">)</span></span>

</pre>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="diff-line-num new old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="120" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC120" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">sample_metadata</span> <span class="ow" style="font-weight: 600;">is</span> <span class="ow" style="font-weight: 600;">not</span> <span class="bp" style="color: #999;">None</span><span class="p">:</span></span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="diff-line-num new old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="121" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC121" class="line" lang="python">        <span class="n" style="color: #333;">table</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_sample_metadata</span><span class="p">(</span><span class="n" style="color: #333;">sample_metadata</span><span class="p">,</span> <span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="122" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC122" class="line" lang="python"></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="123" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC123" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># relabel feature table feature IDs with feature metadata column values</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="124" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC124" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">feature_metadata</span> <span class="ow" style="font-weight: 600;">is</span> <span class="ow" style="font-weight: 600;">not</span> <span class="bp" style="color: #999;">None</span><span class="p">:</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="diff-line-num new old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="125" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC125" class="line" lang="python">        <span class="n" style="color: #333;">table</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">feature_metadata</span><span class="p">,</span> <span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

110

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<td class="diff-line-num new_line" data-linenumber="126" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC126" class="line" lang="python"></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="111" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

111

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<td class="diff-line-num new_line" data-linenumber="127" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC127" class="line" lang="python">    <span class="n" style="color: #333;">cbar_label</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'frequency'</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="112" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

112

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<td class="diff-line-num new_line" data-linenumber="128" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC128" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">normalize</span><span class="p">:</span></span>

</pre>

</td>

</tr>

</table>

<br>

</li>

<li id="9c6ed7ca32f999a96f777269dbe526e3d2fac2c5">

<a href="https://salsa.debian.org/med-team/q2-feature-table/compare/c3e7a9457a09100616862110c4b4937987bc28c1...fef3d4ae4f209b007e8f2b2b8502c2cde8555cf8#9c6ed7ca32f999a96f777269dbe526e3d2fac2c5"><strong>q2_feature_table/_version.py</strong></a>

<hr>

<table class="code white" style="font-family: monospace; font-size: 90%;" bgcolor="#fff" width="100%" cellpadding="0" cellspacing="0">

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -23,9 +23,9 @@ def get_keywords():</td>

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<pre style="margin: 0;"> <span id="LC23" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># setup.py/versioneer.py will grep for the variable names, so they must</span></span>

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<pre style="margin: 0;"> <span id="LC24" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># each be defined on a line of their own. _version.py will just call</span></span>

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<pre style="margin: 0;"> <span id="LC25" class="line" lang="python">    <span class="c1" style="color: #998; font-style: italic;"># get_keywords().</span></span>

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<pre style="margin: 0;">-<span id="LC26" class="line" lang="python">    <span class="n" style="color: #333;">git_refnames</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">" (tag: 2019.<span class="idiff left right">7</span>.0)"</span></span>

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<pre style="margin: 0;">-<span id="LC27" class="line" lang="python">    <span class="n" style="color: #333;">git_full</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"<span class="idiff left right">7e18386b0948bb436e76daf0d72691ba0dc636b9</span>"</span></span>

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<pre style="margin: 0;">-<span id="LC28" class="line" lang="python">    <span class="n" style="color: #333;">git_date</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"2019-<span class="idiff left right">07-30 18:15:52</span> +0000"</span></span>

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<pre style="margin: 0;">+<span id="LC26" class="line" lang="python">    <span class="n" style="color: #333;">git_refnames</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">" (tag: 2019.<span class="idiff left right">10</span>.0)"</span></span>

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<pre style="margin: 0;">+<span id="LC27" class="line" lang="python">    <span class="n" style="color: #333;">git_full</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"<span class="idiff left right">6cc22b63649fb3fc24855f1bdb8e4864c9e6081b</span>"</span></span>

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<pre style="margin: 0;">+<span id="LC28" class="line" lang="python">    <span class="n" style="color: #333;">git_date</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"2019-<span class="idiff left right">11-01 01:04:23</span> +0000"</span></span>

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<pre style="margin: 0;"> <span id="LC29" class="line" lang="python">    <span class="n" style="color: #333;">keywords</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">{</span><span class="s" style="color: #d14;">"refnames"</span><span class="p">:</span> <span class="n" style="color: #333;">git_refnames</span><span class="p">,</span> <span class="s" style="color: #d14;">"full"</span><span class="p">:</span> <span class="n" style="color: #333;">git_full</span><span class="p">,</span> <span class="s" style="color: #d14;">"date"</span><span class="p">:</span> <span class="n" style="color: #333;">git_date</span><span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC30" class="line" lang="python">    <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">keywords</span></span>

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<pre style="margin: 0;"> <span id="LC31" class="line" lang="python"></span>

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<br>

</li>

<li id="8a206dc7b1017aa2babdf50ef920b29a0b386e32">

<a href="https://salsa.debian.org/med-team/q2-feature-table/compare/c3e7a9457a09100616862110c4b4937987bc28c1...fef3d4ae4f209b007e8f2b2b8502c2cde8555cf8#8a206dc7b1017aa2babdf50ef920b29a0b386e32"><strong>q2_feature_table/plugin_setup.py</strong></a>

<hr>

<table class="code white" style="font-family: monospace; font-size: 90%;" bgcolor="#fff" width="100%" cellpadding="0" cellspacing="0">

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="440" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="440" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -440,7 +440,8 @@ plugin.visualizers.register_function(</td>

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<pre style="margin: 0;"> <span id="LC440" class="line" lang="python">        <span class="s" style="color: #d14;">'table'</span><span class="p">:</span> <span class="n" style="color: #333;">FeatureTable</span><span class="p">[</span><span class="n" style="color: #333;">Frequency</span><span class="p">]</span></span>

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<pre style="margin: 0;"> <span id="LC441" class="line" lang="python">    <span class="p">},</span></span>

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<pre style="margin: 0;"> <span id="LC442" class="line" lang="python">    <span class="n" style="color: #333;">parameters</span><span class="o" style="font-weight: 600;">=</span><span class="p">{</span></span>

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<pre style="margin: 0;">-<span id="LC443" class="line" lang="python">        <span class="s" style="color: #d14;">'metadata'</span><span class="p">:</span> <span class="n" style="color: #333;">MetadataColumn</span><span class="p">[</span><span class="n" style="color: #333;">Categorical</span><span class="p">],</span></span>

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<pre style="margin: 0;">+<span id="LC443" class="line" lang="python">        <span class="s" style="color: #d14;">'sample_metadata'</span><span class="p">:</span> <span class="n" style="color: #333;">MetadataColumn</span><span class="p">[</span><span class="n" style="color: #333;">Categorical</span><span class="p">],</span></span>

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<pre style="margin: 0;">+<span id="LC444" class="line" lang="python">        <span class="s" style="color: #d14;">'feature_metadata'</span><span class="p">:</span> <span class="n" style="color: #333;">MetadataColumn</span><span class="p">[</span><span class="n" style="color: #333;">Categorical</span><span class="p">],</span></span>

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<pre style="margin: 0;"> <span id="LC445" class="line" lang="python">        <span class="s" style="color: #d14;">'normalize'</span><span class="p">:</span> <span class="n" style="color: #333;">Bool</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC446" class="line" lang="python">        <span class="s" style="color: #d14;">'title'</span><span class="p">:</span> <span class="n" style="color: #333;">Str</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC447" class="line" lang="python">        <span class="s" style="color: #d14;">'metric'</span><span class="p">:</span> <span class="n" style="color: #333;">Str</span> <span class="o" style="font-weight: 600;">%</span> <span class="n" style="color: #333;">Choices</span><span class="p">(</span><span class="n" style="color: #333;">q2_feature_table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">heatmap_choices</span><span class="p">[</span><span class="s" style="color: #d14;">'metric'</span><span class="p">]),</span></span>

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<pre style="margin: 0;"> <span id="LC460" class="line" lang="python">        <span class="s" style="color: #d14;">'table'</span><span class="p">:</span> <span class="s" style="color: #d14;">'The feature table to visualize.'</span></span>

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<pre style="margin: 0;"> <span id="LC461" class="line" lang="python">    <span class="p">},</span></span>

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<pre style="margin: 0;"> <span id="LC462" class="line" lang="python">    <span class="n" style="color: #333;">parameter_descriptions</span><span class="o" style="font-weight: 600;">=</span><span class="p">{</span></span>

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<pre style="margin: 0;">-<span id="LC462" class="line" lang="python">        <span class="s" style="color: #d14;">'metadata'</span><span class="p">:</span> <span class="s" style="color: #d14;">'Annotate the sample IDs with these metadata values. '</span></span>

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<pre style="margin: 0;">-<span id="LC463" class="line" lang="python">                    <span class="s" style="color: #d14;">'When metadata is present and `cluster`=</span><span class="se" style="color: #d14;">\'</span><span class="s" style="color: #d14;">feature</span><span class="se" style="color: #d14;">\'</span><span class="s" style="color: #d14;">, '</span></span>

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<pre style="margin: 0;">-<span id="LC464" class="line" lang="python">                    <span class="s" style="color: #d14;">'samples will be sorted by the metadata values.'</span><span class="p">,</span></span>

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<pre style="margin: 0;">+<span id="LC463" class="line" lang="python">        <span class="s" style="color: #d14;">'sample_metadata'</span><span class="p">:</span> <span class="s" style="color: #d14;">'Annotate the sample IDs with these sample '</span></span>

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<pre style="margin: 0;">+<span id="LC464" class="line" lang="python">                           <span class="s" style="color: #d14;">'metadata values. When metadata is present and '</span></span>

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<pre style="margin: 0;">+<span id="LC465" class="line" lang="python">                           <span class="s" style="color: #d14;">'`cluster`=</span><span class="se" style="color: #d14;">\'</span><span class="s" style="color: #d14;">feature</span><span class="se" style="color: #d14;">\'</span><span class="s" style="color: #d14;">, samples will be sorted by '</span></span>

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<pre style="margin: 0;">+<span id="LC466" class="line" lang="python">                           <span class="s" style="color: #d14;">'the metadata values.'</span><span class="p">,</span></span>

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<pre style="margin: 0;">+<span id="LC467" class="line" lang="python">        <span class="s" style="color: #d14;">'feature_metadata'</span><span class="p">:</span> <span class="s" style="color: #d14;">'Annotate the feature IDs with these feature '</span></span>

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<pre style="margin: 0;">+<span id="LC468" class="line" lang="python">                            <span class="s" style="color: #d14;">'metadata values. When metadata is present and '</span></span>

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<pre style="margin: 0;">+<span id="LC469" class="line" lang="python">                            <span class="s" style="color: #d14;">'`cluster`=</span><span class="se" style="color: #d14;">\'</span><span class="s" style="color: #d14;">sample</span><span class="se" style="color: #d14;">\'</span><span class="s" style="color: #d14;">, features will be sorted by '</span></span>

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<pre style="margin: 0;">+<span id="LC470" class="line" lang="python">                            <span class="s" style="color: #d14;">'the metadata values.'</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC471" class="line" lang="python">        <span class="s" style="color: #d14;">'normalize'</span><span class="p">:</span> <span class="s" style="color: #d14;">'Normalize the feature table by adding a psuedocount '</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="472" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC472" class="line" lang="python">                     <span class="s" style="color: #d14;">'of 1 and then taking the log10 of the table.'</span><span class="p">,</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC473" class="line" lang="python">        <span class="s" style="color: #d14;">'title'</span><span class="p">:</span> <span class="s" style="color: #d14;">'Optional custom plot title.'</span><span class="p">,</span></span>

</pre>

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<br>

</li>

<li id="8b2efa23963264f80c89b9c2a43a369d9b8fb02e">

<a href="https://salsa.debian.org/med-team/q2-feature-table/compare/c3e7a9457a09100616862110c4b4937987bc28c1...fef3d4ae4f209b007e8f2b2b8502c2cde8555cf8#8b2efa23963264f80c89b9c2a43a369d9b8fb02e"><strong>q2_feature_table/tests/test_heatmap.py</strong></a>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -16,7 +16,8 @@ from pandas.testing import assert_frame_equal</td>

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<td class="diff-line-num old_line" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC16" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">qiime2</span></span>

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<pre style="margin: 0;"> <span id="LC17" class="line" lang="python"></span>

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<td class="diff-line-num old_line" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC18" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">q2_feature_table</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">heatmap</span></span>

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<td class="diff-line-num new_line old" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC19" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">q2_feature_table._heatmap._visualizer</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">_munge_metadata</span></span>

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<td class="diff-line-num new new_line" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC19" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">q2_feature_table._heatmap._visualizer</span> <span class="kn" style="font-weight: 600;">import</span> <span class="p">(</span></span>

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<td class="diff-line-num new old_line" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC20" class="line" lang="python">    <span class="n" style="color: #333;">_munge_sample_metadata</span><span class="p">,</span> <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC21" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC22" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC23" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">TestHeatmap</span><span class="p">(</span><span class="n" style="color: #333;">unittest</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">TestCase</span><span class="p">):</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="59" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="60" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -59,7 +60,27 @@ class TestHeatmap(unittest.TestCase):</td>

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<td class="diff-line-num old_line" data-linenumber="59" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="60" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC60" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="60" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="61" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC61" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'summer'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="62" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC62" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

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<td class="diff-line-num old old_line" data-linenumber="62" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC62" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

63

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<pre style="margin: 0;">+<span id="LC63" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">sample_metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="64" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

64

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<pre style="margin: 0;">+<span id="LC64" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="65" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

65

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<pre style="margin: 0;">+<span id="LC65" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertBasicVizValidity</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="66" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

66

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<pre style="margin: 0;">+<span id="LC66" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="67" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

67

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<pre style="margin: 0;">+<span id="LC67" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_with_feature_metadata</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="68" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

68

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<pre style="margin: 0;">+<span id="LC68" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="69" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

69

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<pre style="margin: 0;">+<span id="LC69" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="70" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC70" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O2'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="71" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

71

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC71" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">feature_metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">feature_md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="72" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

72

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC72" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="73" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

73

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC73" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertBasicVizValidity</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">)</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="74" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

74

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC74" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="75" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

75

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC75" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_with_sample_and_feature_metadata</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="76" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

76

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC76" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="77" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

77

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC77" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'summer'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="78" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC78" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="79" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC79" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="diff-line-num new new_line" data-linenumber="80" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC80" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="81" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC81" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O2'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="82" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC82" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">sample_metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="83" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC83" class="line" lang="python">                <span class="n" style="color: #333;">feature_metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">feature_md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="63" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="84" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC84" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="64" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="85" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC85" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertBasicVizValidity</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="65" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="86" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC86" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="75" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="96" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -75,14 +96,14 @@ class TestHeatmap(unittest.TestCase):</td>

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<td class="diff-line-num new_line" data-linenumber="96" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC96" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="97" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC97" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="77" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="98" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC98" class="line" lang="python">        <span class="k" style="font-weight: 600;">with</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertRaisesRegex</span><span class="p">(</span><span class="nb" style="color: #0086b3;">ValueError</span><span class="p">,</span> <span class="s" style="color: #d14;">'not present.*S2'</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new_line old" data-linenumber="99" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC78" class="line" lang="python">            <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="79" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="99" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC99" class="line" lang="python">            <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;"><span class="idiff left right">sample_</span>metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC100" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="80" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="101" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC101" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_extra_metadata_ids</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC102" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="103" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC103" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'summer'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">,</span> <span class="s" style="color: #d14;">'peanut'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="83" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="104" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC104" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S4'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="84" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="105" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC105" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="85" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC85" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="86" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC106" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;"><span class="idiff left right">sample_</span>metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="86" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="107" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC107" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="87" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="108" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC108" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertBasicVizValidity</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

109

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<pre style="margin: 0;"> <span id="LC109" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="96" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="117" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -96,7 +117,8 @@ class TestHeatmap(unittest.TestCase):</td>

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<td class="diff-line-num new_line" data-linenumber="117" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC117" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'summer'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="97" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="118" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

118

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<pre style="margin: 0;"> <span id="LC118" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="119" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

119

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<pre style="margin: 0;"> <span id="LC119" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="99" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="120" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC99" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'features'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="120" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC120" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">sample_metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="121" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC121" class="line" lang="python">                <span class="n" style="color: #333;">cluster</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'features'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="122" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC122" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC123" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertBasicVizValidity</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="124" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC124" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="105" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="127" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -105,7 +127,8 @@ class TestHeatmap(unittest.TestCase):</td>

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<td class="diff-line-num old_line" data-linenumber="105" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="127" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC127" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'summer'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="128" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC128" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="107" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC129" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="108" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="130" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC108" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="n" style="color: #333;">cluster</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'none'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="130" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC130" class="line" lang="python">        <span class="n" style="color: #333;">heatmap</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="n" style="color: #333;">sample_metadata</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">md</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC131" class="line" lang="python">                <span class="n" style="color: #333;">cluster</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'none'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="132" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC132" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="110" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="133" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC133" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertBasicVizValidity</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">output_dir</span><span class="p">)</span></span>

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<td class="diff-line-num old_line" data-linenumber="111" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="134" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC134" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="116" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="139" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -116,11 +139,11 @@ class TestPrivateHelpers(unittest.TestCase):</td>

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<td class="diff-line-num old_line" data-linenumber="116" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="139" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC139" class="line" lang="python">                                  <span class="n" style="color: #333;">columns</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">'O1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O2'</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="140" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC140" class="line" lang="python">                                  <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">])</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="141" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC141" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new_line old" data-linenumber="142" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC119" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_metadata_simple</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC142" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_<span class="idiff left right">sample_</span>metadata_simple</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

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<pre style="margin: 0;"> <span id="LC143" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="121" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="144" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC144" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

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<td class="diff-line-num new_line" data-linenumber="145" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC145" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

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<pre style="margin: 0;">-<span id="LC123" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

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<td class="diff-line-num new new_line" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC146" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_<span class="idiff left right">sample_</span>metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC147" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC148" class="line" lang="python">        <span class="n" style="color: #333;">exp_idx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'milo | S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ | S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ | S3'</span><span class="p">],</span></span>

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<pre style="margin: 0;"> <span id="LC149" class="line" lang="python">                           <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet | id'</span><span class="p">)</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="128" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="151" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -128,11 +151,11 @@ class TestPrivateHelpers(unittest.TestCase):</td>

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<pre style="margin: 0;"> <span id="LC151" class="line" lang="python">                           <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">exp_idx</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC152" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC153" class="line" lang="python"></span>

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<pre style="margin: 0;">-<span id="LC131" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_metadata_ids_different_order</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC154" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_<span class="idiff left right">sample_</span>metadata_ids_different_order</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

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<pre style="margin: 0;"> <span id="LC155" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

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<pre style="margin: 0;"> <span id="LC156" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'russ'</span><span class="p">,</span> <span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC157" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

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<td class="diff-line-num new_line old" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC135" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

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<td class="diff-line-num new old_line" data-linenumber="136" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC158" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_<span class="idiff left right">sample_</span>metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="159" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC159" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="137" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC160" class="line" lang="python">        <span class="n" style="color: #333;">exp_idx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'milo | S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ | S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ | S3'</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="161" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC161" class="line" lang="python">                           <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet | id'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="140" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="163" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -140,18 +163,18 @@ class TestPrivateHelpers(unittest.TestCase):</td>

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<pre style="margin: 0;"> <span id="LC163" class="line" lang="python">                           <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">exp_idx</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC164" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC165" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new_line old" data-linenumber="166" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC143" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_metadata_missing_samples</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="144" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="166" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC166" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_<span class="idiff left right">sample_</span>metadata_missing_samples</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="167" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC167" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="145" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="168" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC168" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="169" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC169" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="170" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC170" class="line" lang="python">        <span class="k" style="font-weight: 600;">with</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertRaisesRegex</span><span class="p">(</span><span class="nb" style="color: #0086b3;">ValueError</span><span class="p">,</span> <span class="s" style="color: #d14;">'not present.*S2'</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new_line old" data-linenumber="171" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC148" class="line" lang="python">            <span class="n" style="color: #333;">_munge_metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

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<pre style="margin: 0;">+<span id="LC171" class="line" lang="python">            <span class="n" style="color: #333;">_munge_<span class="idiff left right">sample_</span>metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="172" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC172" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="150" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC150" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_metadata_empty_values</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="151" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC173" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_<span class="idiff left right">sample_</span>metadata_empty_values</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

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<pre style="margin: 0;"> <span id="LC174" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

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<td class="diff-line-num new_line" data-linenumber="175" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC175" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="bp" style="color: #999;">None</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">,</span> <span class="n" style="color: #333;">np</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">nan</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC176" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

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<pre style="margin: 0;">-<span id="LC154" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

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<td class="diff-line-num new new_line" data-linenumber="177" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC177" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_<span class="idiff left right">sample_</span>metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC178" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC179" class="line" lang="python">        <span class="n" style="color: #333;">exp_idx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'[No Value] | S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ | S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'[No Value] | S3'</span><span class="p">],</span></span>

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<pre style="margin: 0;"> <span id="LC180" class="line" lang="python">                           <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet | id'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="159" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="182" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -159,11 +182,11 @@ class TestPrivateHelpers(unittest.TestCase):</td>

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<pre style="margin: 0;"> <span id="LC182" class="line" lang="python">                           <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">exp_idx</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC183" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC184" class="line" lang="python"></span>

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<td class="diff-line-num old old_line" data-linenumber="162" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC162" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_metadata_sort_samples</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="163" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="185" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC185" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_<span class="idiff left right">sample_</span>metadata_sort_samples</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="163" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="186" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC186" class="line" lang="python">        <span class="n" style="color: #333;">md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="164" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="187" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC187" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'milo'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet'</span><span class="p">,</span></span>

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<td class="diff-line-num old_line" data-linenumber="165" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="188" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC188" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

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<td class="diff-line-num old old_line" data-linenumber="166" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="diff-line-num new_line old" data-linenumber="189" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC166" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'features'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="167" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="189" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC189" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_<span class="idiff left right">sample_</span>metadata</span><span class="p">(</span><span class="n" style="color: #333;">md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'features'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="167" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

167

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<td class="diff-line-num new_line" data-linenumber="190" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

190

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<pre style="margin: 0;"> <span id="LC190" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="168" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="191" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC191" class="line" lang="python">        <span class="n" style="color: #333;">exp_idx</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'milo | S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'peanut | S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'russ | S3'</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="192" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC192" class="line" lang="python">                           <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'pet | id'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="171" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="194" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -171,6 +194,71 @@ class TestPrivateHelpers(unittest.TestCase):</td>

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<pre style="margin: 0;"> <span id="LC194" class="line" lang="python">                           <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">exp_idx</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="172" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="195" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC195" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="173" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="196" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC196" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="197" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC197" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_feature_metadata_simple</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="198" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC198" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="199" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC199" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC200" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O2'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="201" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC201" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">feature_md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="202" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC202" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="203" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC203" class="line" lang="python">        <span class="n" style="color: #333;">exp</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">DataFrame</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="204" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC204" class="line" lang="python">            <span class="p">[[</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">10</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">12</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">11</span><span class="p">]],</span> <span class="n" style="color: #333;">columns</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="205" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC205" class="line" lang="python">            <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">]))</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="206" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC206" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="207" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC207" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="208" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC208" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_feature_metadata_ids_different_order</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="209" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC209" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="210" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC210" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'dog'</span><span class="p">,</span> <span class="s" style="color: #d14;">'peanut'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="211" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC211" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O1'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC212" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">feature_md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="213" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC213" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="214" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC214" class="line" lang="python">        <span class="n" style="color: #333;">exp</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">DataFrame</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="215" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC215" class="line" lang="python">            <span class="p">[[</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">10</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">12</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">11</span><span class="p">]],</span> <span class="n" style="color: #333;">columns</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="216" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC216" class="line" lang="python">            <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">]))</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="217" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC217" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="218" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC218" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="219" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC219" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_feature_metadata_missing_features</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="220" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC220" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="221" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC221" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="222" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC222" class="line" lang="python">                <span class="p">[</span><span class="s" style="color: #d14;">'dog'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span> <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O2'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC223" class="line" lang="python">        <span class="k" style="font-weight: 600;">with</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">assertRaisesRegex</span><span class="p">(</span><span class="nb" style="color: #0086b3;">ValueError</span><span class="p">,</span> <span class="s" style="color: #d14;">'not present.*O1'</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="224" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC224" class="line" lang="python">            <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">feature_md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="225" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC225" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="226" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC226" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_feature_metadata_is_superset</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="227" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC227" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="228" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC228" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">,</span> <span class="s" style="color: #d14;">'cujo'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="229" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC229" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="230" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC230" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">feature_md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'both'</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC231" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC232" class="line" lang="python">        <span class="n" style="color: #333;">exp</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">DataFrame</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="233" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC233" class="line" lang="python">            <span class="p">[[</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">10</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">12</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">11</span><span class="p">]],</span> <span class="n" style="color: #333;">columns</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">],</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC234" class="line" lang="python">            <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">]))</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="235" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC235" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC236" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC237" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_feature_metadata_sort_samples</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="238" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC238" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="239" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC239" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="240" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC240" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O2'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="241" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC241" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">feature_md</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="p">,</span> <span class="s" style="color: #d14;">'samples'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="242" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC242" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="243" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC243" class="line" lang="python">        <span class="n" style="color: #333;">exp</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">DataFrame</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="244" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC244" class="line" lang="python">            <span class="p">[[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">12</span><span class="p">,</span> <span class="mi" style="color: #099;">10</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">11</span><span class="p">,</span> <span class="mi" style="color: #099;">10</span><span class="p">]],</span> <span class="n" style="color: #333;">columns</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">'dog'</span><span class="p">,</span> <span class="s" style="color: #d14;">'peanut'</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="245" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC245" class="line" lang="python">            <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">]))</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC246" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="247" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC247" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="248" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC248" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">test_munge_feature_metadata_sort_duplicate_feature_names</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="249" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC249" class="line" lang="python">        <span class="n" style="color: #333;">new_tab</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">self</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">table</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">copy</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="250" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC250" class="line" lang="python">        <span class="n" style="color: #333;">new_tab</span><span class="p">[</span><span class="s" style="color: #d14;">'O3'</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">2</span><span class="p">,</span> <span class="mi" style="color: #099;">3</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="251" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC251" class="line" lang="python">        <span class="n" style="color: #333;">feature_md</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qiime2</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">CategoricalMetadataColumn</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="252" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC252" class="line" lang="python">            <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Series</span><span class="p">([</span><span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'dog'</span><span class="p">,</span> <span class="s" style="color: #d14;">'peanut'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'species'</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="253" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC253" class="line" lang="python">                      <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'O1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'O3'</span><span class="p">],</span> <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">'id'</span><span class="p">)))</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="254" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC254" class="line" lang="python">        <span class="n" style="color: #333;">obs</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">_munge_feature_metadata</span><span class="p">(</span><span class="n" style="color: #333;">feature_md</span><span class="p">,</span> <span class="n" style="color: #333;">new_tab</span><span class="p">,</span> <span class="s" style="color: #d14;">'samples'</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="255" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC255" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="256" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC256" class="line" lang="python">        <span class="n" style="color: #333;">exp</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">DataFrame</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="257" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC257" class="line" lang="python">            <span class="p">[[</span><span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">12</span><span class="p">,</span> <span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">2</span><span class="p">],</span> <span class="p">[</span><span class="mi" style="color: #099;">11</span><span class="p">,</span> <span class="mi" style="color: #099;">10</span><span class="p">,</span> <span class="mi" style="color: #099;">3</span><span class="p">]],</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="258" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC258" class="line" lang="python">            <span class="n" style="color: #333;">columns</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">'dog'</span><span class="p">,</span> <span class="s" style="color: #d14;">'peanut'</span><span class="p">,</span> <span class="s" style="color: #d14;">'peanut'</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="259" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC259" class="line" lang="python">            <span class="n" style="color: #333;">index</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pd</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">Index</span><span class="p">([</span><span class="s" style="color: #d14;">'S1'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S2'</span><span class="p">,</span> <span class="s" style="color: #d14;">'S3'</span><span class="p">]))</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="260" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC260" class="line" lang="python">        <span class="n" style="color: #333;">assert_frame_equal</span><span class="p">(</span><span class="n" style="color: #333;">exp</span><span class="p">,</span> <span class="n" style="color: #333;">obs</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="diff-line-num new new_line" data-linenumber="261" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC261" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="diff-line-num new_line" data-linenumber="262" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC262" class="line" lang="python"></span>

</pre>

</td>

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175

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263

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<pre style="margin: 0;"> <span id="LC263" class="line" lang="python"><span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">__name__</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">"__main__"</span><span class="p">:</span></span>

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176

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264

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<pre style="margin: 0;"> <span id="LC264" class="line" lang="python">    <span class="n" style="color: #333;">unittest</span><span class="o" style="font-weight: 600;">.</span><span class="n" style="color: #333;">main</span><span class="p">()</span></span></pre>

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