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GitLab

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<h3>

Rebecca N. Palmer pushed to branch upstream

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

</h3>

<h4>

Commits:

</h4>

<ul>

<li>

<strong><a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65">c8348291</a></strong>

<div>

<span>by Rebecca N. Palmer</span>

<i>at 2020-08-28T07:55:08+01:00</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">New upstream version 5.23.0</pre>

</li>

</ul>

<h4>19 changed files:</h4>

<ul>

<li class="file-stats">

<a href="#45267e3a9556cafa9cb7b61dab7a3b6659e73aad">

CHANGELOG.rst

</a>

</li>

<li class="file-stats">

<a href="#8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d">

README.md

</a>

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<li class="file-stats">

<a href="#3c7246c0b371cfd3a475428be04706178ca01f0f">

docs/project_info/faq.rst

</a>

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<li class="file-stats">

<a href="#9b54be2cff8d0de677b1245d0b0dc07cca021923">

docs/snakefiles/configuration.rst

</a>

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<li class="file-stats">

<a href="#945ec74fc1c17902d98bca84b7a1f0dfd755c01b">

docs/snakefiles/deployment.rst

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<li class="file-stats">

<a href="#dfeb7b6e739ba66056c1799c63a5a39c7698b59f">

docs/snakefiles/rules.rst

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<li class="file-stats">

<a href="#8e2edce0d507e1297474f25c00cae94258db38d8">

setup.py

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<li class="file-stats">

<a href="#d366205d7cd679ff6d4a61f70728e92537101763">

snakemake/__init__.py

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<li class="file-stats">

<a href="#5e16cbeea010f59dbef52f8950f4873c94f39c7e">

snakemake/_version.py

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<li class="file-stats">

<a href="#d70c11793454d64a7b2d77ced116226d2f13378e">

snakemake/parser.py

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<li class="file-stats">

<a href="#93a82c4f9627ca07fc8ef809981ab851baae987e">

snakemake/remote/AzBlob.py

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<li class="file-stats">

<a href="#7e910b8868374c8ee0002ac6d034da0012544b27">

snakemake/remote/GS.py

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<li class="file-stats">

<a href="#0ac0ac393192e0b6a8ebf767dd5e206b4afbf3b2">

snakemake/scheduler.py

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<li class="file-stats">

<a href="#cb9e107597e441fb1c0d61663359d9cf1dbfe04d">

snakemake/workflow.py

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<li class="file-stats">

<a href="#d1deee71de70305809d43086b13f7eb407aff6f2">

test-environment.yml

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<li class="file-stats">

<a href="#8170eb84634a720714408bf5991cf0fe862aedc8">

<span class="new-file">

+

tests/test_peppy/pep/config.yaml

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<a href="#30236538d99508b82b584f45580c3c0df56c0e7c">

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+

tests/test_peppy/pep/sample_table.csv

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<li class="file-stats">

<a href="#bcab5d626d6045306643ffe54e563626806802d8">

<span class="new-file">

+

tests/test_peppy/workflow/Snakefile

</span>

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<li class="file-stats">

<a href="#e76fdd319bd72c5dffe8ebaa1ce6374f9188f2b7">

<span class="new-file">

+

tests/test_peppy/workflow/schemas/pep.yaml

</span>

</a>

</li>

</ul>

<h4>Changes:</h4>

<li id="45267e3a9556cafa9cb7b61dab7a3b6659e73aad">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#45267e3a9556cafa9cb7b61dab7a3b6659e73aad"><strong>CHANGELOG.rst</strong></a>

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1

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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="LC1" class="line" lang="plaintext">[5.23.0] - 2020-08-24</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="1" 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="2" 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">

2

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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 new old_line" data-linenumber="1" 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="3" 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">

3

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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="LC3" class="line" lang="plaintext">Added</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="1" 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="4" 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">

4

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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="LC4" class="line" lang="plaintext">-----</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="1" 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="5" 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">

5

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<pre style="margin: 0;">+<span id="LC5" class="line" lang="plaintext">- Support for workflow configuration via portable encapsulated projects (PEPs, https://pep.databio.org).</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="1" 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="6" 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">

6

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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="LC6" class="line" lang="plaintext">- A new ILP based default scheduler now ensures that temporary files are deleted as fast as possible (@FelixMoelder, @johanneskoester).</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">

7

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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="LC7" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="8" 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">

8

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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="LC8" class="line" lang="plaintext">Changed</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="1" 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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9

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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="LC9" class="line" lang="plaintext">-------</span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="1" 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="10" 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">

10

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<pre style="margin: 0;">+<span id="LC10" class="line" lang="plaintext">- Fixed bug in modification date comparison for files in google storage (@vsoch).</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="1" 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="11" 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">

11

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<pre style="margin: 0;">+<span id="LC11" class="line" lang="plaintext">- Various small documentation improvements (@dcroote, @erjel, @dlaehnemann, @goi42).</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="12" 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">

12

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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="LC12" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="1" 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="13" 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">

13

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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="LC13" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="1" 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">

1

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<td class="diff-line-num new_line" data-linenumber="14" 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">

14

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<pre style="margin: 0;"> <span id="LC14" class="line" lang="plaintext">[5.22.1] - 2020-08-14</span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="2" 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">

2

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<td class="diff-line-num new_line" data-linenumber="15" 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">

15

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

<pre style="margin: 0;"> <span id="LC15" 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">

3

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<td class="diff-line-num 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">

16

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

<pre style="margin: 0;"> <span id="LC16" class="line" lang="plaintext">Changed</span>

</pre>

</td>

</tr>

</table>

<br>

</li>

<li id="8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d"><strong>README.md</strong></a>

<hr>

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<pre style="margin: 0;"> <span id="LC6" class="line" lang="markdown"><span class="p">[</span><span class="nv" style="color: #008080;">![Stack Overflow</span><span class="p">](</span><span class="sx" style="color: #d14;">https://img.shields.io/badge/stack-overflow-orange.svg</span><span class="p">)</span>](https://stackoverflow.com/questions/tagged/snakemake)</span>

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<pre style="margin: 0;"> <span id="LC7" class="line" lang="markdown"><span class="p">[</span><span class="nv" style="color: #008080;">![Twitter</span><span class="p">](</span><span class="sx" style="color: #d14;">https://img.shields.io/twitter/follow/johanneskoester.svg?style=social&label=Follow</span><span class="p">)</span>](https://twitter.com/search?l=&q=%23snakemake%20from%3Ajohanneskoester)</span>

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="markdown"><span class="p">[</span><span class="nv" style="color: #008080;">![Github stars</span><span class="p">](</span><span class="sx" style="color: #d14;">https://img.shields.io/github/stars/snakemake/snakemake?style=social</span><span class="p">)</span>](https://github.com/snakemake/snakemake/stargazers)</span>

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<pre style="margin: 0;">-<span id="LC9" class="line" lang="markdown"><span class="p">[</span><span class="nv" style="color: #008080;">![Contributor Covenant</span><span class="p">](</span><span class="sx" style="color: #d14;">https://img.shields.io/badge/Contributor%20Covenant-v2.0%20adopted-ff69b4.svg</span><span class="p">)</span>](<span class="idiff left right">code_of_conduct</span>.md) </span>

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<pre style="margin: 0;">+<span id="LC9" class="line" lang="markdown"><span class="p">[</span><span class="nv" style="color: #008080;">![Contributor Covenant</span><span class="p">](</span><span class="sx" style="color: #d14;">https://img.shields.io/badge/Contributor%20Covenant-v2.0%20adopted-ff69b4.svg</span><span class="p">)</span>](<span class="idiff left right">CODE_OF_CONDUCT</span>.md) </span>

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

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<pre style="margin: 0;"> <span id="LC11" class="line" lang="markdown"><span class="gh" style="color: #999;"># Snakemake</span></span>

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<pre style="margin: 0;"> <span id="LC12" class="line" lang="markdown"></span>

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<br>

</li>

<li id="3c7246c0b371cfd3a475428be04706178ca01f0f">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#3c7246c0b371cfd3a475428be04706178ca01f0f"><strong>docs/project_info/faq.rst</strong></a>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="515" 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>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -515,7 +515,23 @@ If you are just interested in the final summary, you can use the ``--quiet`` fla</td>

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<pre style="margin: 0;"> <span id="LC515" class="line" lang="plaintext">Git is messing up the modification times of my input files, what can I do?</span>

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<pre style="margin: 0;"> <span id="LC516" class="line" lang="plaintext">--------------------------------------------------------------------------</span>

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<pre style="margin: 0;"> <span id="LC517" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">-<span id="LC518" class="line" lang="plaintext">When you checkout a git repository, the modification times of updated files are set to the time of the checkout. If you rely on these files as input **and** output files in your workflow, this can cause trouble. For example, Snakemake could think that a certain (git-tracked) output has to be re-executed, just because its input has been checked out a bit later. In such cases, it is advisable to set the file modification dates to the last commit date after an update has been pulled. See `here <https://stackoverflow.com/questions/2458042/restore-files-modification-time-in-git/22638823#22638823>`_ for a solution to achieve this.</span>

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<pre style="margin: 0;">+<span id="LC518" class="line" lang="plaintext">When you checkout a git repository, the modification times of updated files are set to the time of the checkout. If you rely on these files as input **and** output files in your workflow, this can cause trouble. For example, Snakemake could think that a certain (git-tracked) output has to be re-executed, just because its input has been checked out a bit later. In such cases, it is advisable to set the file modification dates to the last commit date after an update has been pulled. One solution is to add the following lines to your ``.bashrc`` (or similar):</span>

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<pre style="margin: 0;">+<span id="LC519" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">+<span id="LC520" class="line" lang="plaintext">.. code-block:: bash</span>

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<pre style="margin: 0;">+<span id="LC521" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">+<span id="LC522" class="line" lang="plaintext">    gitmtim(){</span>

</pre>

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523

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<pre style="margin: 0;">+<span id="LC523" class="line" lang="plaintext">        local f</span>

</pre>

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524

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<pre style="margin: 0;">+<span id="LC524" class="line" lang="plaintext">        for f; do</span>

</pre>

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525

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<pre style="margin: 0;">+<span id="LC525" class="line" lang="plaintext">            touch -d @0`git log --pretty=%at -n1 -- "$f"` "$f"</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="526" 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">

526

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<pre style="margin: 0;">+<span id="LC526" class="line" lang="plaintext">        done</span>

</pre>

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527

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<pre style="margin: 0;">+<span id="LC527" class="line" lang="plaintext">    }</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="519" 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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528

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<pre style="margin: 0;">+<span id="LC528" class="line" lang="plaintext">    gitmodtimes(){</span>

</pre>

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529

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<pre style="margin: 0;">+<span id="LC529" class="line" lang="plaintext">        for f in $(git ls-tree -r $(git rev-parse --abbrev-ref HEAD) --name-only); do</span>

</pre>

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530

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<pre style="margin: 0;">+<span id="LC530" class="line" lang="plaintext">            gitmtim $f</span>

</pre>

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531

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<pre style="margin: 0;">+<span id="LC531" class="line" lang="plaintext">        done</span>

</pre>

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532

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<pre style="margin: 0;">+<span id="LC532" class="line" lang="plaintext">    }</span>

</pre>

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533

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<pre style="margin: 0;">+<span id="LC533" class="line" lang="plaintext"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC534" class="line" lang="plaintext">(inspired by the answer `here <https://stackoverflow.com/questions/2458042/restore-files-modification-time-in-git/22638823#22638823>`_). You can then run ``gitmodtimes`` to update the modification times of all tracked files on the current branch to their last commit time in git; BE CAREFUL--this does not account for local changes that have not been commited.</span>

</pre>

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519

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535

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<pre style="margin: 0;"> <span id="LC535" class="line" lang="plaintext"></span>

</pre>

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520

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<pre style="margin: 0;"> <span id="LC536" class="line" lang="plaintext">How do I exit a running Snakemake workflow?</span>

</pre>

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521

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<pre style="margin: 0;"> <span id="LC537" class="line" lang="plaintext">-------------------------------------------</span>

</pre>

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<br>

</li>

<li id="9b54be2cff8d0de677b1245d0b0dc07cca021923">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#9b54be2cff8d0de677b1245d0b0dc07cca021923"><strong>docs/snakefiles/configuration.rst</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="158" 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="158" 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">@@ -158,6 +158,41 @@ the schema for validating the samples data frame looks like this:</td>

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158

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<pre style="margin: 0;"> <span id="LC158" class="line" lang="plaintext">Here, in case the case column is missing, the validate function will</span>

</pre>

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159

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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="plaintext">populate it with True for all entries.</span>

</pre>

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160

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<td class="diff-line-num new_line" data-linenumber="160" 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">

160

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<pre style="margin: 0;"> <span id="LC160" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="161" 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">

161

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<pre style="margin: 0;">+<span id="LC161" class="line" lang="plaintext">.. _snakefiles-peps:</span>

</pre>

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<pre style="margin: 0;">+<span id="LC162" class="line" lang="plaintext"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC163" class="line" lang="plaintext">-------------------------------------------</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="164" 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="LC164" class="line" lang="plaintext">Configuring scientific experiments via PEPs</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="165" 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="LC165" class="line" lang="plaintext">-------------------------------------------</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="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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<pre style="margin: 0;">+<span id="LC167" class="line" lang="plaintext">Often scientific experiments consist of a set of samples (with optional subsamples), for which raw data and metainformation is known.</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="168" 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="LC168" class="line" lang="plaintext">Instead of writing custom sample sheets as shown above, Snakemake allows to use `portable encapsulated project (PEP) <http://pep.databio.org>`_ definitions to configure a workflow.</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="169" 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="LC169" class="line" lang="plaintext">This is done via a special directive `pepfile`, that can optionally complemented by a schema for validation (which is recommended for production workflows):</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="170" 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="LC170" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="171" 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">

171

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<pre style="margin: 0;">+<span id="LC171" class="line" lang="plaintext">.. code-block:: python</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="172" 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="LC172" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="173" 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="plaintext">    pepfile: "pep/config.yaml"</span>

</pre>

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<td class="diff-line-num new new_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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<pre style="margin: 0;">+<span id="LC174" class="line" lang="plaintext">    pepschema: "schemas/pep.yaml"</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="175" 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="LC175" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="176" 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="LC176" class="line" lang="plaintext">    rule all:</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="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="plaintext">        input:</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="178" 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="LC178" class="line" lang="plaintext">            expand("{sample}.txt", sample=pep.sample_table["sample_name"])</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="179" 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="LC179" class="line" lang="plaintext"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="180" 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="LC180" class="line" lang="plaintext">    rule a:</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="181" 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">

181

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<pre style="margin: 0;">+<span id="LC181" class="line" lang="plaintext">        output:</span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="161" 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="182" 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="LC182" class="line" lang="plaintext">            "{sample}.txt"</span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="183" 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="LC183" class="line" lang="plaintext">        shell:</span>

</pre>

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<pre style="margin: 0;">+<span id="LC184" class="line" lang="plaintext">            "touch {output}"</span>

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<pre style="margin: 0;">+<span id="LC185" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">+<span id="LC186" class="line" lang="plaintext">Using the ``pepfile`` directive leads to parsing of the provided PEP with `peppy <http://peppy.databio.org>`_.</span>

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<pre style="margin: 0;">+<span id="LC187" class="line" lang="plaintext">The resulting project object is made globally available under the name ``pep``.</span>

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<pre style="margin: 0;">+<span id="LC188" class="line" lang="plaintext">Here, we use it to aggregate over the set of sample names that is defined in the corresponding PEP.</span>

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<pre style="margin: 0;">+<span id="LC189" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">+<span id="LC190" class="line" lang="plaintext">**Importantly**, note that PEPs are meant to contain sample metadata and any global information about a project or experiment. </span>

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<pre style="margin: 0;">+<span id="LC191" class="line" lang="plaintext">They should **not** be used to encode workflow specific configuration options.</span>

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<pre style="margin: 0;">+<span id="LC192" class="line" lang="plaintext">For those, one should always complement the pepfile with an ordinary :ref:`config file <snakefiles_standard_configuration>`.</span>

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<pre style="margin: 0;">+<span id="LC193" class="line" lang="plaintext">The rationale is that PEPs should be portable between different data analysis workflows (that could be applied to the same data) and even between workflow management systems.</span>

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<pre style="margin: 0;">+<span id="LC194" class="line" lang="plaintext">In other words, a PEP should describe everything needed about the data, while a workflow and its configuration should describe everything needed about the analysis that is applied to it.</span>

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<pre style="margin: 0;">+<span id="LC195" class="line" lang="plaintext"></span>

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<pre style="margin: 0;"> <span id="LC196" class="line" lang="plaintext">.. _snakefiles-cluster_configuration:</span>

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<pre style="margin: 0;"> <span id="LC197" class="line" lang="plaintext"></span>

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<pre style="margin: 0;"> <span id="LC198" class="line" lang="plaintext">----------------------------------</span>

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<br>

</li>

<li id="945ec74fc1c17902d98bca84b7a1f0dfd755c01b">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#945ec74fc1c17902d98bca84b7a1f0dfd755c01b"><strong>docs/snakefiles/deployment.rst</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -112,7 +112,7 @@ The path to the environment definition is interpreted as **relative to the Snake</td>

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<pre style="margin: 0;"> <span id="LC112" class="line" lang="plaintext">Snakemake will store the environment persistently in ``.snakemake/conda/$hash`` with ``$hash`` being the MD5 hash of the environment definition file content. This way, updates to the environment definition are automatically detected.</span>

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<pre style="margin: 0;"> <span id="LC113" class="line" lang="plaintext">Note that you need to clean up environments manually for now. However, in many cases they are lightweight and consist of symlinks to your central conda installation.</span>

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<pre style="margin: 0;"> <span id="LC114" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">-<span id="LC115" class="line" lang="plaintext">Conda deployment also works well for offline or air-gapped environments. Running ``snakemake -<span class="idiff left right">n --use-conda -</span>-create-envs-only`` will only install the required conda environments without running the full workflow. Subsequent runs with ``--use-conda`` will make use of the local environments without requiring internet access.</span>

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<pre style="margin: 0;">+<span id="LC115" class="line" lang="plaintext">Conda deployment also works well for offline or air-gapped environments. Running ``snakemake -<span class="idiff left right">-use-conda --conda</span>-create-envs-only`` will only install the required conda environments without running the full workflow. Subsequent runs with ``--use-conda`` will make use of the local environments without requiring internet access.</span>

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<pre style="margin: 0;"> <span id="LC116" class="line" lang="plaintext"></span>

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<pre style="margin: 0;"> <span id="LC117" class="line" lang="plaintext">.. _singularity:</span>

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<pre style="margin: 0;"> <span id="LC118" class="line" lang="plaintext"></span>

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<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#dfeb7b6e739ba66056c1799c63a5a39c7698b59f"><strong>docs/snakefiles/rules.rst</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -263,7 +263,11 @@ In particular, it should be noted that the specified threads have to be seen as</td>

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<pre style="margin: 0;"> <span id="LC263" class="line" lang="plaintext"></span>

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<pre style="margin: 0;"> <span id="LC264" class="line" lang="plaintext">Hardcoding a particular maximum number of threads like above is useful when a certain tool has a natural maximum beyond which parallelization won't help to further speed it up.</span>

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<pre style="margin: 0;"> <span id="LC265" class="line" lang="plaintext">This is often the case, and should be evaluated carefully for production workflows.</span>

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<pre style="margin: 0;">-<span id="LC266" class="line" lang="plaintext">If it is certain that no such maximum exists for a tool, one can instead define threads as a function of the number of cores given to Snakemake:</span>

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<pre style="margin: 0;">+<span id="LC266" class="line" lang="plaintext">Also, setting a ``threads:`` maximum is required to achieve parallelism in tools that (often implicitly and without the user knowing) rely on an environment variable for the maximum of cores to use.</span>

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<pre style="margin: 0;">+<span id="LC267" class="line" lang="plaintext">For example, this is the case for many linear algebra libraries and for OpenMP.</span>

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<pre style="margin: 0;">+<span id="LC268" class="line" lang="plaintext">Snakemake limits the respective environment variables to one core by default, to avoid unexpected and unlimited core-grabbing, but will override this with the ``threads:`` you specify in a rule (the parameters set to ``threads:``, or defaulting to ``1``, are: ``OMP_NUM_THREADS``, ``GOTO_NUM_THREADS``, ``OPENBLAS_NUM_THREADS``, ``MKL_NUM_THREADS``, ``VECLIB_MAXIMUM_THREADS``, ``NUMEXPR_NUM_THREADS``).</span>

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<pre style="margin: 0;">+<span id="LC269" class="line" lang="plaintext"></span>

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<pre style="margin: 0;">+<span id="LC270" class="line" lang="plaintext">If it is certain that no maximum for efficient parallelism exists for a tool, one can instead define threads as a function of the number of cores given to Snakemake:</span>

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<pre style="margin: 0;"> <span id="LC271" class="line" lang="plaintext"></span>

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<pre style="margin: 0;"> <span id="LC272" class="line" lang="plaintext">.. code-block:: python</span>

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<pre style="margin: 0;"> <span id="LC273" class="line" lang="plaintext"></span>

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<li id="8e2edce0d507e1297474f25c00cae94258db38d8">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#8e2edce0d507e1297474f25c00cae94258db38d8"><strong>setup.py</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -67,6 +67,7 @@ setup(</td>

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<pre style="margin: 0;"> <span id="LC67" class="line" lang="python">        <span class="s" style="color: #d14;">"psutil"</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;">"nbformat"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="69" 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">

69

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<td class="diff-line-num new_line" data-linenumber="69" 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">

69

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

<pre style="margin: 0;"> <span id="LC69" class="line" lang="python">        <span class="s" style="color: #d14;">"toposort"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_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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<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">

70

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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="LC70" class="line" lang="python">        <span class="s" style="color: #d14;">"pulp"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="70" 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="71" 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">

71

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

</pre>

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<td class="diff-line-num old_line" data-linenumber="71" 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">

71

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<td class="diff-line-num new_line" data-linenumber="72" 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">

72

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<pre style="margin: 0;"> <span id="LC72" class="line" lang="python">    <span class="n" style="color: #333;">extras_require</span><span class="o" style="font-weight: 600;">=</span><span class="p">{</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="72" 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="73" 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">

73

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<pre style="margin: 0;"> <span id="LC73" class="line" lang="python">        <span class="s" style="color: #d14;">"reports"</span><span class="p">:</span> <span class="p">[</span><span class="s" style="color: #d14;">"jinja2"</span><span class="p">,</span> <span class="s" style="color: #d14;">"networkx"</span><span class="p">,</span> <span class="s" style="color: #d14;">"pygments"</span><span class="p">,</span> <span class="s" style="color: #d14;">"pygraphviz"</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold 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">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="78" 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">@@ -77,6 +78,10 @@ setup(</td>

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78

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<pre style="margin: 0;"> <span id="LC78" class="line" lang="python">            <span class="s" style="color: #d14;">"google-api-python-client"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="78" 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="79" 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">

79

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<pre style="margin: 0;"> <span id="LC79" class="line" lang="python">            <span class="s" style="color: #d14;">"google-cloud-storage"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="79" 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="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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<pre style="margin: 0;"> <span id="LC80" class="line" lang="python">        <span class="p">],</span></span>

</pre>

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<td class="diff-line-num new old_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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<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="s" style="color: #d14;">"pep"</span><span class="p">:</span> <span class="p">[</span></span>

</pre>

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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="s" style="color: #d14;">"peppy"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_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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<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="s" style="color: #d14;">"eido"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_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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<td class="diff-line-num new new_line" data-linenumber="84" 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="LC84" class="line" lang="python">        <span class="p">]</span></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="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="p">},</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="81" 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 class="n" style="color: #333;">classifiers</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="82" 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="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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<pre style="margin: 0;"> <span id="LC87" class="line" lang="python">        <span class="s" style="color: #d14;">"Development Status :: 5 - Production/Stable"</span><span class="p">,</span></span>

</pre>

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<br>

</li>

<li id="d366205d7cd679ff6d4a61f70728e92537101763">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#d366205d7cd679ff6d4a61f70728e92537101763"><strong>snakemake/__init__.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="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">...</td>

<td class="diff-line-num unfold js-unfold new_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">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -137,6 +137,7 @@ def snakemake(</td>

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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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<td class="diff-line-num new_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="LC137" class="line" lang="python">    <span class="n" style="color: #333;">list_conda_envs</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="138" 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="LC138" class="line" lang="python">    <span class="n" style="color: #333;">singularity_prefix</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="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;">shadow_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span></span>

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<pre style="margin: 0;">+<span id="LC140" class="line" lang="python">    <span class="n" style="color: #333;">scheduler</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC141" class="line" lang="python">    <span class="n" style="color: #333;">conda_create_envs_only</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC142" class="line" lang="python">    <span class="n" style="color: #333;">mode</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Mode</span><span class="p">.</span><span class="n" style="color: #333;">default</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;">wrapper_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="276" 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>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -276,6 +277,7 @@ def snakemake(</td>

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<pre style="margin: 0;"> <span id="LC277" class="line" lang="python"><span class="s" style="color: #d14;">        keep_incomplete (bool):     keep incomplete output files of failed jobs</span></span>

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<pre style="margin: 0;"> <span id="LC278" class="line" lang="python"><span class="s" style="color: #d14;">        edit_notebook (object):     "notebook.Listen" object to configuring notebook server for interactive editing of a rule notebook. If None, do not edit.</span></span>

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<pre style="margin: 0;"> <span id="LC279" class="line" lang="python"><span class="s" style="color: #d14;">        log_handler (list):         redirect snakemake output to this list of custom log handler, each a function that takes a log message dictionary (see below) as its only argument (default []). The log message dictionary for the log handler has to following entries:</span></span>

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<pre style="margin: 0;">+<span id="LC280" class="line" lang="python"><span class="s" style="color: #d14;">        scheduler (str):            Select scheduling algorithm (default ilp)</span></span>

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<pre style="margin: 0;"> <span id="LC281" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC282" class="line" lang="python"><span class="s" style="color: #d14;">            :level:</span></span>

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<pre style="margin: 0;"> <span id="LC283" class="line" lang="python"><span class="s" style="color: #d14;">                the log level ("info", "error", "debug", "progress", "job_info")</span></span>

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<td class="diff-line-num unfold js-unfold new_line" data-linenumber="519" 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">@@ -517,6 +519,7 @@ def snakemake(</td>

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<pre style="margin: 0;"> <span id="LC519" class="line" lang="python">            <span class="n" style="color: #333;">singularity_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">singularity_prefix</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC520" class="line" lang="python">            <span class="n" style="color: #333;">shadow_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">shadow_prefix</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC521" class="line" lang="python">            <span class="n" style="color: #333;">singularity_args</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">singularity_args</span><span class="p">,</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC522" class="line" lang="python">            <span class="n" style="color: #333;">scheduler_type</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">scheduler</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC523" class="line" lang="python">            <span class="n" style="color: #333;">mode</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">mode</span><span class="p">,</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC524" class="line" lang="python">            <span class="n" style="color: #333;">wrapper_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">wrapper_prefix</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="525" 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">

525

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<pre style="margin: 0;"> <span id="LC525" class="line" lang="python">            <span class="n" style="color: #333;">printshellcmds</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">printshellcmds</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="605" 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="608" 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">@@ -605,6 +608,7 @@ def snakemake(</td>

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<td class="diff-line-num old_line" data-linenumber="605" 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">

605

</td>

<td class="diff-line-num new_line" data-linenumber="608" 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">

608

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<pre style="margin: 0;"> <span id="LC608" class="line" lang="python">                    <span class="n" style="color: #333;">singularity_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">singularity_prefix</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="606" 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">

606

</td>

<td class="diff-line-num new_line" data-linenumber="609" 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">

609

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<pre style="margin: 0;"> <span id="LC609" class="line" lang="python">                    <span class="n" style="color: #333;">shadow_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">shadow_prefix</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="607" 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">

607

</td>

<td class="diff-line-num new_line" data-linenumber="610" 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">

610

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<pre style="margin: 0;"> <span id="LC610" class="line" lang="python">                    <span class="n" style="color: #333;">singularity_args</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">singularity_args</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="608" 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="611" 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">

611

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<pre style="margin: 0;">+<span id="LC611" class="line" lang="python">                    <span class="n" style="color: #333;">scheduler</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">scheduler</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="608" 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">

608

</td>

<td class="diff-line-num new_line" data-linenumber="612" 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">

612

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<pre style="margin: 0;"> <span id="LC612" class="line" lang="python">                    <span class="n" style="color: #333;">list_conda_envs</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">list_conda_envs</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="609" 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">

609

</td>

<td class="diff-line-num new_line" data-linenumber="613" 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">

613

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<pre style="margin: 0;"> <span id="LC613" class="line" lang="python">                    <span class="n" style="color: #333;">kubernetes</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">kubernetes</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="610" 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">

610

</td>

<td class="diff-line-num new_line" data-linenumber="614" 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">

614

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

<pre style="margin: 0;"> <span id="LC614" class="line" lang="python">                    <span class="n" style="color: #333;">container_image</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">container_image</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="628" 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="632" 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">@@ -628,6 +632,7 @@ def snakemake(</td>

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<td class="diff-line-num old_line" data-linenumber="628" 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">

628

</td>

<td class="diff-line-num new_line" data-linenumber="632" 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">

632

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<pre style="margin: 0;"> <span id="LC632" class="line" lang="python">                    <span class="n" style="color: #333;">targets</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">targets</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="629" 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">

629

</td>

<td class="diff-line-num new_line" data-linenumber="633" 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">

633

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<pre style="margin: 0;"> <span id="LC633" class="line" lang="python">                    <span class="n" style="color: #333;">dryrun</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">dryrun</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="630" 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">

630

</td>

<td class="diff-line-num new_line" data-linenumber="634" 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">

634

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

<pre style="margin: 0;"> <span id="LC634" class="line" lang="python">                    <span class="n" style="color: #333;">touch</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">touch</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="631" 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="635" 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">

635

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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="LC635" class="line" lang="python">                    <span class="n" style="color: #333;">scheduler_type</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">scheduler</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="631" 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">

631

</td>

<td class="diff-line-num new_line" data-linenumber="636" 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">

636

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<pre style="margin: 0;"> <span id="LC636" class="line" lang="python">                    <span class="n" style="color: #333;">local_cores</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">local_cores</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="632" 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">

632

</td>

<td class="diff-line-num new_line" data-linenumber="637" 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">

637

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<pre style="margin: 0;"> <span id="LC637" class="line" lang="python">                    <span class="n" style="color: #333;">forcetargets</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">forcetargets</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="633" 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">

633

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<td class="diff-line-num new_line" data-linenumber="638" 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">

638

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<pre style="margin: 0;"> <span id="LC638" class="line" lang="python">                    <span class="n" style="color: #333;">forceall</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">forceall</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="1147" 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="1152" 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">@@ -1147,6 +1152,16 @@ def get_argument_parser(profile=None):</td>

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<td class="diff-line-num old_line" data-linenumber="1147" 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">

1147

</td>

<td class="diff-line-num new_line" data-linenumber="1152" 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">

1152

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

<pre style="margin: 0;"> <span id="LC1152" class="line" lang="python">            <span class="s" style="color: #d14;">"If not supplied, the value is set to the '.snakemake' directory relative "</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="1148" 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">

1148

</td>

<td class="diff-line-num new_line" data-linenumber="1153" 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">

1153

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

<pre style="margin: 0;"> <span id="LC1153" class="line" lang="python">            <span class="s" style="color: #d14;">"to the working directory."</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="1149" 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">

1149

</td>

<td class="diff-line-num new_line" data-linenumber="1154" 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">

1154

</td>

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

<pre style="margin: 0;"> <span id="LC1154" class="line" lang="python">        <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="1150" 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="1155" 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">

1155

</td>

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

<pre style="margin: 0;">+<span id="LC1155" class="line" lang="python">    <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="1150" 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="1156" 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">

1156

</td>

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

<pre style="margin: 0;">+<span id="LC1156" class="line" lang="python">    <span class="n" style="color: #333;">group_exec</span><span class="p">.</span><span class="n" style="color: #333;">add_argument</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="1150" 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="1157" 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">

1157

</td>

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

<pre style="margin: 0;">+<span id="LC1157" class="line" lang="python">        <span class="s" style="color: #d14;">"--scheduler"</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="1150" 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="1158" 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">

1158

</td>

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

<pre style="margin: 0;">+<span id="LC1158" class="line" lang="python">        <span class="n" style="color: #333;">default</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"ilp"</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="1150" 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="1159" 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">

1159

</td>

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

<pre style="margin: 0;">+<span id="LC1159" class="line" lang="python">        <span class="n" style="color: #333;">nargs</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"?"</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="1150" 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="1160" 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">

1160

</td>

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

<pre style="margin: 0;">+<span id="LC1160" class="line" lang="python">        <span class="n" style="color: #333;">choices</span><span class="o" style="font-weight: 600;">=</span><span class="p">[</span><span class="s" style="color: #d14;">"ilp"</span><span class="p">,</span> <span class="s" style="color: #d14;">"greedy"</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="1150" 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="1161" 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">

1161

</td>

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

<pre style="margin: 0;">+<span id="LC1161" class="line" lang="python">        <span class="n" style="color: #333;">help</span><span class="o" style="font-weight: 600;">=</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="1150" 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="1162" 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">

1162

</td>

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

<pre style="margin: 0;">+<span id="LC1162" class="line" lang="python">            <span class="s" style="color: #d14;">"Specifies if jobs are selected by a greedy algorithm or by solving an ilp. "</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="1150" 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="1163" 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">

1163

</td>

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

<pre style="margin: 0;">+<span id="LC1163" class="line" lang="python">            <span class="s" style="color: #d14;">"The ilp scheduler aims to reduce runtime and hdd usage by best possible use of resources."</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="1150" 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="1164" 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">

1164

</td>

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

<pre style="margin: 0;">+<span id="LC1164" class="line" lang="python">        <span class="p">),</span></span>

</pre>

</td>

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

<td class="diff-line-num old_line" data-linenumber="1150" 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">

1150

</td>

<td class="diff-line-num new_line" data-linenumber="1165" 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">

1165

</td>

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

<pre style="margin: 0;"> <span id="LC1165" class="line" lang="python">    <span class="p">)</span></span>

</pre>

</td>

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

<td class="diff-line-num old_line" data-linenumber="1151" 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">

1151

</td>

<td class="diff-line-num new_line" data-linenumber="1166" 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">

1166

</td>

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

<pre style="margin: 0;"> <span id="LC1166" class="line" lang="python"></span>

</pre>

</td>

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

<td class="diff-line-num old_line" data-linenumber="1152" 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">

1152

</td>

<td class="diff-line-num new_line" data-linenumber="1167" 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">

1167

</td>

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

<pre style="margin: 0;"> <span id="LC1167" class="line" lang="python">    <span class="n" style="color: #333;">group_report</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">parser</span><span class="p">.</span><span class="n" style="color: #333;">add_argument_group</span><span class="p">(</span><span class="s" style="color: #d14;">"REPORTS"</span><span class="p">)</span></span>

</pre>

</td>

</tr>

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

<td class="diff-line-num unfold js-unfold old_line" data-linenumber="2371" 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="2386" 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">@@ -2371,6 +2386,7 @@ def main(argv=None):</td>

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<td class="diff-line-num old_line" data-linenumber="2371" 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">

2371

</td>

<td class="diff-line-num new_line" data-linenumber="2386" 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">

2386

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

<pre style="margin: 0;"> <span id="LC2386" class="line" lang="python">            <span class="n" style="color: #333;">singularity_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">singularity_prefix</span><span class="p">,</span></span>

</pre>

</td>

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

<td class="diff-line-num old_line" data-linenumber="2372" 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">

2372

</td>

<td class="diff-line-num new_line" data-linenumber="2387" 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">

2387

</td>

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

<pre style="margin: 0;"> <span id="LC2387" class="line" lang="python">            <span class="n" style="color: #333;">shadow_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">shadow_prefix</span><span class="p">,</span></span>

</pre>

</td>

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

<td class="diff-line-num old_line" data-linenumber="2373" 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">

2373

</td>

<td class="diff-line-num new_line" data-linenumber="2388" 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">

2388

</td>

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

<pre style="margin: 0;"> <span id="LC2388" class="line" lang="python">            <span class="n" style="color: #333;">singularity_args</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">singularity_args</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="2374" 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="2389" 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">

2389

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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="LC2389" class="line" lang="python">            <span class="n" style="color: #333;">scheduler</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">scheduler</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="2374" 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">

2374

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<pre style="margin: 0;"> <span id="LC2390" class="line" lang="python">            <span class="n" style="color: #333;">conda_create_envs_only</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">conda_create_envs_only</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC2391" class="line" lang="python">            <span class="n" style="color: #333;">mode</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">mode</span><span class="p">,</span></span>

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<pre style="margin: 0;"> <span id="LC2392" class="line" lang="python">            <span class="n" style="color: #333;">wrapper_prefix</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">args</span><span class="p">.</span><span class="n" style="color: #333;">wrapper_prefix</span><span class="p">,</span></span>

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<li id="5e16cbeea010f59dbef52f8950f4873c94f39c7e">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#5e16cbeea010f59dbef52f8950f4873c94f39c7e"><strong>snakemake/_version.py</strong></a>

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<td class="diff-line-num unfold js-unfold 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">...</td>

<td class="diff-line-num unfold js-unfold 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">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -22,9 +22,9 @@ def get_keywords():</td>

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<pre style="margin: 0;"> <span id="LC22" 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="LC23" 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="LC24" 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="LC25" 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;">" (HEAD -> master, tag: v5.2<span class="idiff left right">2.1</span>)"</span></span>

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<pre style="margin: 0;">-<span id="LC26" 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">982f1d1f5bb55eda1caa8f15853041922ef4bea</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_date</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"2020-08-<span class="idiff left right">14 08:41:41</span> +0200"</span></span>

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<pre style="margin: 0;">+<span id="LC25" 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;">" (HEAD -> master, tag: v5.2<span class="idiff left right">3.0</span>)"</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="28" 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="26" 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="LC26" 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">5c2f2b133fff051a8386625ead1c4a4bf04dbae</span>0"</span></span>

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<td class="diff-line-num new old_line" data-linenumber="28" 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="27" 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="LC27" 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;">"2020-08-<span class="idiff left right">24 15:07:04</span> +0200"</span></span>

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<pre style="margin: 0;"> <span id="LC28" 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="LC29" 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="LC30" class="line" lang="python"></span>

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<br>

</li>

<li id="d70c11793454d64a7b2d77ced116226d2f13378e">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#d70c11793454d64a7b2d77ced116226d2f13378e"><strong>snakemake/parser.py</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -212,9 +212,7 @@ class RuleKeywordState(KeywordState):</td>

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<pre style="margin: 0;"> <span id="LC212" class="line" lang="python">        <span class="k" style="font-weight: 600;">yield</span> <span class="s" style="color: #d14;">"@workflow.{keyword}("</span><span class="p">.</span><span class="nb" style="color: #0086b3;">format</span><span class="p">(</span><span class="n" style="color: #333;">keyword</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">keyword</span><span class="p">)</span></span>

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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 old_line" data-linenumber="214" 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="LC214" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="215" 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="215" 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="LC215" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">SubworkflowKeywordState</span><span class="p">(</span><span class="n" style="color: #333;">KeywordState</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new_line old" data-linenumber="215" 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="LC216" class="line" lang="python">    <span class="n" style="color: #333;">prefix</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"Subworkflow"</span></span>

</pre>

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<td class="diff-line-num new_line old" data-linenumber="215" 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="LC217" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_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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<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="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">SectionKeywordState</span><span class="p">(</span><span class="n" style="color: #333;">KeywordState</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="218" 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="LC216" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">start</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="219" 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="217" 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="LC217" class="line" lang="python">        <span class="k" style="font-weight: 600;">yield</span> <span class="s" style="color: #d14;">", {keyword}="</span><span class="p">.</span><span class="nb" style="color: #0086b3;">format</span><span class="p">(</span><span class="n" style="color: #333;">keyword</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">keyword</span><span class="p">)</span></span>

</pre>

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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 unfold js-unfold old_line" data-linenumber="244" 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="242" 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">@@ -244,6 +242,17 @@ class Configfile(GlobalKeywordState):</td>

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<pre style="margin: 0;"> <span id="LC242" class="line" lang="python">    <span class="k" style="font-weight: 600;">pass</span></span>

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<pre style="margin: 0;"> <span id="LC243" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC244" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_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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<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="c1" style="color: #998; font-style: italic;"># PEPs</span></span>

</pre>

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<td class="diff-line-num new old_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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<td class="diff-line-num new new_line" data-linenumber="246" 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="LC246" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_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="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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<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;">class</span> <span class="nc" style="color: #458; font-weight: 600;">Pepfile</span><span class="p">(</span><span class="n" style="color: #333;">GlobalKeywordState</span><span class="p">):</span></span>

</pre>

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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="k" style="font-weight: 600;">pass</span></span>

</pre>

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<td class="diff-line-num new old_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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<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>

</pre>

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<td class="diff-line-num new old_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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<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>

</pre>

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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="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">Pepschema</span><span class="p">(</span><span class="n" style="color: #333;">GlobalKeywordState</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_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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<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="k" style="font-weight: 600;">pass</span></span>

</pre>

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<td class="diff-line-num new old_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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<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>

</pre>

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<td class="diff-line-num new old_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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<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 old_line" data-linenumber="247" 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="256" 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="LC256" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">Report</span><span class="p">(</span><span class="n" style="color: #333;">GlobalKeywordState</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="248" 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="257" 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="LC257" class="line" lang="python">    <span class="k" style="font-weight: 600;">pass</span></span>

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<td class="diff-line-num old_line" data-linenumber="249" 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="258" 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="LC258" class="line" lang="python"></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="283" 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="292" 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">@@ -283,6 +292,10 @@ class GlobalContainer(GlobalKeywordState):</td>

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<pre style="margin: 0;"> <span id="LC292" class="line" lang="python"><span class="c1" style="color: #998; font-style: italic;"># subworkflows</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="284" 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="LC293" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="285" 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="294" 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="LC294" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="286" 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="295" 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="LC295" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">SubworkflowKeywordState</span><span class="p">(</span><span class="n" style="color: #333;">SectionKeywordState</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="286" 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="296" 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="LC296" class="line" lang="python">    <span class="n" style="color: #333;">prefix</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"Subworkflow"</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="286" 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="297" 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="LC297" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="286" 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="298" 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="LC298" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="286" 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="299" 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="LC299" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">SubworkflowSnakefile</span><span class="p">(</span><span class="n" style="color: #333;">SubworkflowKeywordState</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="287" 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="300" 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="LC300" class="line" lang="python">    <span class="k" style="font-weight: 600;">pass</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="288" 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="301" 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="LC301" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="777" 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="790" 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">@@ -777,6 +790,8 @@ class Python(TokenAutomaton):</td>

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<td class="diff-line-num old_line" data-linenumber="777" 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="790" 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="LC790" class="line" lang="python">        <span class="n" style="color: #333;">include</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Include</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="778" 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="791" 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="LC791" class="line" lang="python">        <span class="n" style="color: #333;">workdir</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Workdir</span><span class="p">,</span></span>

</pre>

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779

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<td class="diff-line-num new_line" data-linenumber="792" 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="LC792" class="line" lang="python">        <span class="n" style="color: #333;">configfile</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Configfile</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="780" 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="793" 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="LC793" class="line" lang="python">        <span class="n" style="color: #333;">pepfile</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Pepfile</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="780" 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="794" 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">

794

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<pre style="margin: 0;">+<span id="LC794" class="line" lang="python">        <span class="n" style="color: #333;">pepschema</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Pepschema</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="780" 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="795" 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">

795

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<pre style="margin: 0;"> <span id="LC795" class="line" lang="python">        <span class="n" style="color: #333;">report</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Report</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="781" 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">

781

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<td class="diff-line-num new_line" data-linenumber="796" 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="LC796" class="line" lang="python">        <span class="n" style="color: #333;">ruleorder</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Ruleorder</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="782" 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="797" 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="LC797" class="line" lang="python">        <span class="n" style="color: #333;">rule</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Rule</span><span class="p">,</span></span>

</pre>

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<br>

</li>

<li id="93a82c4f9627ca07fc8ef809981ab851baae987e">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#93a82c4f9627ca07fc8ef809981ab851baae987e"><strong>snakemake/remote/AzBlob.py</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="292" 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="292" 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">@@ -292,9 +292,7 @@ class AzureStorageHelper(object):</td>

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<pre style="margin: 0;"> <span id="LC292" class="line" lang="python">            <span class="c1" style="color: #998; font-style: italic;"># just create an empty file with the right timestamps</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="293" 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="LC293" class="line" lang="python">            <span class="n" style="color: #333;">ts</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">b</span><span class="p">.</span><span class="n" style="color: #333;">get_blob_properties</span><span class="p">().</span><span class="n" style="color: #333;">last_modified</span><span class="p">.</span><span class="n" style="color: #333;">timestamp</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="294" 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="LC294" class="line" lang="python">            <span class="k" style="font-weight: 600;">with</span> <span class="nb" style="color: #0086b3;">open</span><span class="p">(</span><span class="n" style="color: #333;">destination_path</span><span class="p">,</span> <span class="s" style="color: #d14;">"wb"</span><span class="p">)</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">fp</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="295" 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="LC295" class="line" lang="python">                <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">utime</span><span class="p">(</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC296" class="line" lang="python">                    <span class="n" style="color: #333;">fp</span><span class="p">.</span><span class="n" style="color: #333;">name</span><span class="p">,</span> <span class="p">(</span><span class="n" style="color: #333;">ts</span><span class="p">,</span> <span class="n" style="color: #333;">ts</span><span class="p">),</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="297" 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="LC297" class="line" lang="python">                <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="298" 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="295" 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="LC295" class="line" lang="python">                <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">utime</span><span class="p">(</span><span class="n" style="color: #333;">fp</span><span class="p">.</span><span class="n" style="color: #333;">name</span><span class="p">,</span> <span class="p">(</span><span class="n" style="color: #333;">ts</span><span class="p">,</span> <span class="n" style="color: #333;">ts</span><span class="p">))</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="298" 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="LC296" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">destination_path</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="299" 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="LC297" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="300" 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="LC298" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">delete_from_container</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">container_name</span><span class="p">,</span> <span class="n" style="color: #333;">blob_name</span><span class="p">):</span></span>

</pre>

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<br>

</li>

<li id="7e910b8868374c8ee0002ac6d034da0012544b27">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#7e910b8868374c8ee0002ac6d034da0012544b27"><strong>snakemake/remote/GS.py</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -143,7 +143,7 @@ class RemoteObject(AbstractRemoteObject):</td>

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<pre style="margin: 0;"> <span id="LC143" class="line" lang="python">            <span class="c1" style="color: #998; font-style: italic;"># By way of being listed, it exists. mtime is a datetime object</span></span>

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<pre style="margin: 0;"> <span id="LC144" 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;">"{}/{}"</span><span class="p">.</span><span class="nb" style="color: #0086b3;">format</span><span class="p">(</span><span class="n" style="color: #333;">blob</span><span class="p">.</span><span class="n" style="color: #333;">bucket</span><span class="p">.</span><span class="n" style="color: #333;">name</span><span class="p">,</span> <span class="n" style="color: #333;">blob</span><span class="p">.</span><span class="n" style="color: #333;">name</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC145" class="line" lang="python">            <span class="n" style="color: #333;">cache</span><span class="p">.</span><span class="n" style="color: #333;">exists_remote</span><span class="p">[</span><span class="n" style="color: #333;">name</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">True</span></span>

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<pre style="margin: 0;">-<span id="LC146" class="line" lang="python">            <span class="n" style="color: #333;">cache</span><span class="p">.</span><span class="n" style="color: #333;">mtime</span><span class="p">[</span><span class="n" style="color: #333;">name</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">blob</span><span class="p">.</span><span class="n" style="color: #333;">updated</span></span>

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<pre style="margin: 0;">+<span id="LC146" class="line" lang="python">            <span class="n" style="color: #333;">cache</span><span class="p">.</span><span class="n" style="color: #333;">mtime</span><span class="p">[</span><span class="n" style="color: #333;">name</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">blob</span><span class="p">.</span><span class="n" style="color: #333;">updated</span><span class="p"><span class="idiff left">.</span></span><span class="n" style="color: #333;"><span class="idiff">timestamp</span></span><span class="p"><span class="idiff right">()</span></span></span>

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<pre style="margin: 0;"> <span id="LC147" class="line" lang="python">            <span class="n" style="color: #333;">cache</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">[</span><span class="n" style="color: #333;">name</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">blob</span><span class="p">.</span><span class="n" style="color: #333;">size</span></span>

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<pre style="margin: 0;"> <span id="LC148" class="line" lang="python"></span>

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<td class="diff-line-num old_line" data-linenumber="149" 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="LC149" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Mark bucket and prefix as having an inventory, such that this method is</span></span>

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<br>

</li>

<li id="0ac0ac393192e0b6a8ebf767dd5e206b4afbf3b2">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#0ac0ac393192e0b6a8ebf767dd5e206b4afbf3b2"><strong>snakemake/scheduler.py</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold new_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">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -6,11 +6,14 @@ __license__ = "MIT"</td>

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<pre style="margin: 0;"> <span id="LC6" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">os</span><span class="p">,</span> <span class="n" style="color: #333;">signal</span><span class="p">,</span> <span class="n" style="color: #333;">sys</span></span>

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<pre style="margin: 0;"> <span id="LC7" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">threading</span></span>

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">operator</span></span>

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<pre style="margin: 0;">+<span id="LC9" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">time</span></span>

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<td class="diff-line-num new new_line" data-linenumber="10" 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="LC10" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">math</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC12" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">functools</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">partial</span></span>

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<pre style="margin: 0;"> <span id="LC13" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">collections</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">defaultdict</span></span>

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<td class="diff-line-num new_line old" data-linenumber="14" 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="LC11" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">itertools</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">chain</span><span class="p">,</span> <span class="n" style="color: #333;">accumulate</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="12" 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="14" 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">

14

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<pre style="margin: 0;">+<span id="LC14" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">itertools</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">chain</span><span class="p">,</span> <span class="n" style="color: #333;">accumulate</span><span class="p"><span class="idiff left">,</span></span><span class="idiff"> </span><span class="n" style="color: #333;"><span class="idiff right">product</span></span></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="15" 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="LC15" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">contextlib</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">ContextDecorator</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="13" 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="16" 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="LC13" class="line" lang="python"><span class="kn" style="font-weight: 600;"><span class="idiff left">import</span></span><span class="idiff"> </span><span class="nn" style="color: #555;"><span class="idiff right">time</span></span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="14" 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="16" 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="LC16" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="14" 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="17" 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="LC17" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="15" 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="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;">snakemake.executors</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">DryrunExecutor</span><span class="p">,</span> <span class="n" style="color: #333;">TouchExecutor</span><span class="p">,</span> <span class="n" style="color: #333;">CPUExecutor</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="19" 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="LC19" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">snakemake.executors</span> <span class="kn" style="font-weight: 600;">import</span> <span class="p">(</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold 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">...</td>

<td class="diff-line-num unfold js-unfold 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">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -83,6 +86,7 @@ class JobScheduler:</td>

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<pre style="margin: 0;"> <span id="LC86" class="line" lang="python">        <span class="n" style="color: #333;">force_use_threads</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</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="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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<pre style="margin: 0;"> <span id="LC87" class="line" lang="python">        <span class="n" style="color: #333;">assume_shared_fs</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_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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<td class="diff-line-num new_line" data-linenumber="88" 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="LC88" class="line" lang="python">        <span class="n" style="color: #333;">keepincomplete</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</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="89" 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="LC89" class="line" lang="python">        <span class="n" style="color: #333;">scheduler_type</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="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="90" 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="LC90" class="line" lang="python">    <span class="p">):</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="91" 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="LC91" class="line" lang="python">        <span class="s" style="color: #d14;">""" Create a new instance of KnapsackJobScheduler. """</span></span>

</pre>

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<td class="diff-line-num new_line" data-linenumber="92" 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="LC92" class="line" lang="python">        <span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">ratelimiter</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">RateLimiter</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold 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">...</td>

<td class="diff-line-num unfold js-unfold new_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">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -102,6 +106,7 @@ class JobScheduler:</td>

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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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<pre style="margin: 0;"> <span id="LC106" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">greediness</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">1</span></span>

</pre>

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<td class="diff-line-num old_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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<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 class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">max_jobs_per_second</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">max_jobs_per_second</span></span>

</pre>

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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="p">.</span><span class="n" style="color: #333;">keepincomplete</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">keepincomplete</span></span>

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<pre style="margin: 0;">+<span id="LC109" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">scheduler_type</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">scheduler_type</span></span>

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

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<pre style="margin: 0;"> <span id="LC111" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">global_resources</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC112" class="line" lang="python">            <span class="n" style="color: #333;">name</span><span class="p">:</span> <span class="p">(</span><span class="n" style="color: #333;">sys</span><span class="p">.</span><span class="n" style="color: #333;">maxsize</span> <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">res</span> <span class="ow" style="font-weight: 600;">is</span> <span class="bp" style="color: #999;">None</span> <span class="k" style="font-weight: 600;">else</span> <span class="n" style="color: #333;">res</span><span class="p">)</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="391" 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>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -391,7 +396,11 @@ class JobScheduler:</td>

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<pre style="margin: 0;"> <span id="LC396" class="line" lang="python">                        <span class="s" style="color: #d14;">"Ready jobs ({}):</span><span class="se" style="color: #d14;">\n\t</span><span class="s" style="color: #d14;">"</span><span class="p">.</span><span class="nb" style="color: #0086b3;">format</span><span class="p">(</span><span class="nb" style="color: #0086b3;">len</span><span class="p">(</span><span class="n" style="color: #333;">needrun</span><span class="p">))</span></span>

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<pre style="margin: 0;"> <span id="LC397" class="line" lang="python">                        <span class="o" style="font-weight: 600;">+</span> <span class="s" style="color: #d14;">"</span><span class="se" style="color: #d14;">\n\t</span><span class="s" style="color: #d14;">"</span><span class="p">.</span><span class="n" style="color: #333;">join</span><span class="p">(</span><span class="nb" style="color: #0086b3;">map</span><span class="p">(</span><span class="nb" style="color: #0086b3;">str</span><span class="p">,</span> <span class="n" style="color: #333;">needrun</span><span class="p">))</span></span>

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<pre style="margin: 0;"> <span id="LC398" class="line" lang="python">                    <span class="p">)</span></span>

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<pre style="margin: 0;">-<span id="LC394" class="line" lang="python">                    <span class="n" style="color: #333;">run</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">job_selector</span><span class="p">(</span><span class="n" style="color: #333;">needrun</span><span class="p">)</span></span>

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<pre style="margin: 0;">+<span id="LC399" class="line" lang="python">                    <span class="n" style="color: #333;">run</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC400" class="line" lang="python">                        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">job_selector_greedy</span><span class="p">(</span><span class="n" style="color: #333;">needrun</span><span class="p">)</span></span>

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<td class="diff-line-num new old_line" data-linenumber="395" 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="401" 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="LC401" class="line" lang="python">                        <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">scheduler_type</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">"greedy"</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="395" 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="402" 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="LC402" class="line" lang="python">                        <span class="k" style="font-weight: 600;">else</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">job_selector_ilp</span><span class="p">(</span><span class="n" style="color: #333;">needrun</span><span class="p">)</span></span>

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<td class="diff-line-num new new_line" data-linenumber="403" 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="LC403" class="line" lang="python">                    <span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC404" class="line" lang="python">                    <span class="n" style="color: #333;">logger</span><span class="p">.</span><span class="n" style="color: #333;">debug</span><span class="p">(</span></span>

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<td class="diff-line-num new_line" data-linenumber="405" 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="LC405" class="line" lang="python">                        <span class="s" style="color: #d14;">"Selected jobs ({}):</span><span class="se" style="color: #d14;">\n\t</span><span class="s" style="color: #d14;">"</span><span class="p">.</span><span class="nb" style="color: #0086b3;">format</span><span class="p">(</span><span class="nb" style="color: #0086b3;">len</span><span class="p">(</span><span class="n" style="color: #333;">run</span><span class="p">))</span></span>

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<pre style="margin: 0;"> <span id="LC406" class="line" lang="python">                        <span class="o" style="font-weight: 600;">+</span> <span class="s" style="color: #d14;">"</span><span class="se" style="color: #d14;">\n\t</span><span class="s" style="color: #d14;">"</span><span class="p">.</span><span class="n" style="color: #333;">join</span><span class="p">(</span><span class="nb" style="color: #0086b3;">map</span><span class="p">(</span><span class="nb" style="color: #0086b3;">str</span><span class="p">,</span> <span class="n" style="color: #333;">run</span><span class="p">))</span></span>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -522,11 +531,98 @@ class JobScheduler:</td>

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<pre style="margin: 0;"> <span id="LC531" class="line" lang="python">            <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">_user_kill</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">"graceful"</span></span>

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<pre style="margin: 0;"> <span id="LC532" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">_open_jobs</span><span class="p">.</span><span class="n" style="color: #333;">release</span><span class="p">()</span></span>

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<pre style="margin: 0;"> <span id="LC533" class="line" lang="python"></span>

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<pre style="margin: 0;">-<span id="LC525" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">job_selector</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">jobs</span><span class="p">):</span></span>

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<pre style="margin: 0;">+<span id="LC534" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">job_selector_ilp</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">jobs</span><span class="p">):</span></span>

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<pre style="margin: 0;">+<span id="LC535" class="line" lang="python">        <span class="s" style="color: #d14;">"""</span></span>

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<pre style="margin: 0;">+<span id="LC536" class="line" lang="python"><span class="s" style="color: #d14;">        Job scheduling by optimization of resource usage by solving ILP using pulp </span></span>

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<pre style="margin: 0;">+<span id="LC537" class="line" lang="python"><span class="s" style="color: #d14;">        """</span></span>

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<pre style="margin: 0;">+<span id="LC538" class="line" lang="python">        <span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">pulp</span></span>

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<pre style="margin: 0;">+<span id="LC539" class="line" lang="python">        <span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">pulp</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">lpSum</span></span>

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<pre style="margin: 0;">+<span id="LC540" class="line" lang="python"></span>

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<pre style="margin: 0;">+<span id="LC541" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># assert self.resources["_cores"] > 0</span></span>

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<pre style="margin: 0;">+<span id="LC542" class="line" lang="python">        <span class="n" style="color: #333;">scheduled_jobs</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC543" class="line" lang="python">            <span class="n" style="color: #333;">job</span><span class="p">:</span> <span class="n" style="color: #333;">pulp</span><span class="p">.</span><span class="n" style="color: #333;">LpVariable</span><span class="p">(</span></span>

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<pre style="margin: 0;">+<span id="LC544" class="line" lang="python">                <span class="s" style="color: #d14;">f"job_</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">job</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">_</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">idx</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">"</span><span class="p">,</span> <span class="n" style="color: #333;">lowBound</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="n" style="color: #333;">upBound</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="n" style="color: #333;">cat</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pulp</span><span class="p">.</span><span class="n" style="color: #333;">LpInteger</span></span>

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<pre style="margin: 0;">+<span id="LC545" class="line" lang="python">            <span class="p">)</span></span>

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<pre style="margin: 0;">+<span id="LC546" class="line" lang="python">            <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">idx</span><span class="p">,</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">enumerate</span><span class="p">(</span><span class="n" style="color: #333;">jobs</span><span class="p">)</span></span>

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<td class="diff-line-num new new_line" data-linenumber="547" 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">

547

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<pre style="margin: 0;">+<span id="LC547" class="line" lang="python">        <span class="p">}</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="548" 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">

548

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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="LC548" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="549" 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">

549

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<pre style="margin: 0;">+<span id="LC549" class="line" lang="python">        <span class="n" style="color: #333;">temp_files</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">{</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="550" 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">

550

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<pre style="margin: 0;">+<span id="LC550" class="line" lang="python">            <span class="n" style="color: #333;">temp_file</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">jobs</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">temp_file</span> <span class="ow" style="font-weight: 600;">in</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">dag</span><span class="p">.</span><span class="n" style="color: #333;">temp_input</span><span class="p">(</span><span class="n" style="color: #333;">job</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="551" 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">

551

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<pre style="margin: 0;">+<span id="LC551" class="line" lang="python">        <span class="p">}</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="552" 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">

552

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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="LC552" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="553" 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">

553

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<pre style="margin: 0;">+<span id="LC553" class="line" lang="python">        <span class="n" style="color: #333;">temp_job_improvement</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">{</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="554" 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">

554

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<pre style="margin: 0;">+<span id="LC554" class="line" lang="python">            <span class="n" style="color: #333;">temp_file</span><span class="p">:</span> <span class="n" style="color: #333;">pulp</span><span class="p">.</span><span class="n" style="color: #333;">LpVariable</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="555" 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">

555

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<pre style="margin: 0;">+<span id="LC555" class="line" lang="python">                <span class="n" style="color: #333;">temp_file</span><span class="p">,</span> <span class="n" style="color: #333;">lowBound</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="n" style="color: #333;">upBound</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="n" style="color: #333;">cat</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"Continuous"</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="556" 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">

556

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<pre style="margin: 0;">+<span id="LC556" class="line" lang="python">            <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="557" 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">

557

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<pre style="margin: 0;">+<span id="LC557" class="line" lang="python">            <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">temp_file</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">temp_files</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="558" 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">

558

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<pre style="margin: 0;">+<span id="LC558" class="line" lang="python">        <span class="p">}</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="559" 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">

559

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<pre style="margin: 0;">+<span id="LC559" class="line" lang="python">        <span class="n" style="color: #333;">prob</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">pulp</span><span class="p">.</span><span class="n" style="color: #333;">LpProblem</span><span class="p">(</span><span class="s" style="color: #d14;">"Job scheduler"</span><span class="p">,</span> <span class="n" style="color: #333;">pulp</span><span class="p">.</span><span class="n" style="color: #333;">LpMaximize</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="560" 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">

560

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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="LC560" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="561" 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">

561

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<pre style="margin: 0;">+<span id="LC561" class="line" lang="python">        <span class="n" style="color: #333;">total_temp_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">max</span><span class="p">(</span><span class="nb" style="color: #0086b3;">sum</span><span class="p">([</span><span class="n" style="color: #333;">temp_file</span><span class="p">.</span><span class="n" style="color: #333;">size</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">temp_file</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">temp_files</span><span class="p">]),</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="562" 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">

562

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<pre style="margin: 0;">+<span id="LC562" class="line" lang="python">        <span class="n" style="color: #333;">total_core_requirement</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">sum</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="563" 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">

563

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<pre style="margin: 0;">+<span id="LC563" class="line" lang="python">            <span class="p">[</span><span class="n" style="color: #333;">job</span><span class="p">.</span><span class="n" style="color: #333;">resources</span><span class="p">.</span><span class="n" style="color: #333;">get</span><span class="p">(</span><span class="s" style="color: #d14;">"_cores"</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="o" style="font-weight: 600;">+</span> <span class="mi" style="color: #099;">1</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">jobs</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="564" 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">

564

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<pre style="margin: 0;">+<span id="LC564" class="line" lang="python">        <span class="p">)</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="565" 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">

565

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<pre style="margin: 0;">+<span id="LC565" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Objective function</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="566" 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">

566

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<pre style="margin: 0;">+<span id="LC566" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Job priority > Core load</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="567" 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">

567

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<pre style="margin: 0;">+<span id="LC567" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Core load > temp file removal</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="568" 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">

568

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<pre style="margin: 0;">+<span id="LC568" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Instant removal > temp size</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="569" 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">

569

</td>

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<pre style="margin: 0;">+<span id="LC569" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># temp file size > fast removal?!</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="570" 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">

570

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<pre style="margin: 0;">+<span id="LC570" class="line" lang="python">        <span class="n" style="color: #333;">prob</span> <span class="o" style="font-weight: 600;">+=</span> <span class="p">(</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="571" 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">

571

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<pre style="margin: 0;">+<span id="LC571" class="line" lang="python">            <span class="n" style="color: #333;">total_core_requirement</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="572" 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">

572

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<pre style="margin: 0;">+<span id="LC572" class="line" lang="python">            <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">total_temp_size</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="573" 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">

573

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<pre style="margin: 0;">+<span id="LC573" class="line" lang="python">            <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">lpSum</span><span class="p">([</span><span class="n" style="color: #333;">job</span><span class="p">.</span><span class="n" style="color: #333;">priority</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">scheduled_jobs</span><span class="p">[</span><span class="n" style="color: #333;">job</span><span class="p">]</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">jobs</span><span class="p">])</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="574" 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">

574

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<pre style="margin: 0;">+<span id="LC574" class="line" lang="python">            <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">total_temp_size</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="575" 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">

575

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<pre style="margin: 0;">+<span id="LC575" class="line" lang="python">            <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">lpSum</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="576" 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">

576

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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="LC576" class="line" lang="python">                <span class="p">[</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="577" 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">

577

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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="LC577" class="line" lang="python">                    <span class="p">(</span><span class="n" style="color: #333;">job</span><span class="p">.</span><span class="n" style="color: #333;">resources</span><span class="p">.</span><span class="n" style="color: #333;">get</span><span class="p">(</span><span class="s" style="color: #d14;">"_cores"</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="o" style="font-weight: 600;">+</span> <span class="mi" style="color: #099;">1</span><span class="p">)</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">scheduled_jobs</span><span class="p">[</span><span class="n" style="color: #333;">job</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="578" 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">

578

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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="LC578" class="line" lang="python">                    <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">jobs</span></span>

</pre>

</td>

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</td>

<td class="diff-line-num new new_line" data-linenumber="579" 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">

579

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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="LC579" class="line" lang="python">                <span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="580" 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">

580

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<pre style="margin: 0;">+<span id="LC580" class="line" lang="python">            <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="581" 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">

581

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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="LC581" class="line" lang="python">            <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">lpSum</span><span class="p">(</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="582" 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">

582

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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="LC582" class="line" lang="python">                <span class="p">[</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="583" 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">

583

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<pre style="margin: 0;">+<span id="LC583" class="line" lang="python">                    <span class="n" style="color: #333;">temp_job_improvement</span><span class="p">[</span><span class="n" style="color: #333;">temp_file</span><span class="p">]</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">temp_file</span><span class="p">.</span><span class="n" style="color: #333;">size</span></span>

</pre>

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</td>

<td class="diff-line-num new new_line" data-linenumber="584" 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">

584

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<pre style="margin: 0;">+<span id="LC584" class="line" lang="python">                    <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">temp_file</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">temp_files</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="585" 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">

585

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<pre style="margin: 0;">+<span id="LC585" class="line" lang="python">                <span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="586" 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">

586

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<pre style="margin: 0;">+<span id="LC586" class="line" lang="python">            <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="587" 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">

587

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<pre style="margin: 0;">+<span id="LC587" class="line" lang="python">        <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="588" 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">

588

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<pre style="margin: 0;">+<span id="LC588" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="589" 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">

589

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<pre style="margin: 0;">+<span id="LC589" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Constraints:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="590" 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">

590

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<pre style="margin: 0;">+<span id="LC590" class="line" lang="python">        <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">name</span> <span class="ow" style="font-weight: 600;">in</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">workflow</span><span class="p">.</span><span class="n" style="color: #333;">global_resources</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="591" 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">

591

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<pre style="margin: 0;">+<span id="LC591" class="line" lang="python">            <span class="n" style="color: #333;">prob</span> <span class="o" style="font-weight: 600;">+=</span> <span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="592" 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">

592

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<pre style="margin: 0;">+<span id="LC592" class="line" lang="python">                <span class="n" style="color: #333;">lpSum</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="593" 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">

593

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<pre style="margin: 0;">+<span id="LC593" class="line" lang="python">                    <span class="p">[</span><span class="n" style="color: #333;">scheduled_jobs</span><span class="p">[</span><span class="n" style="color: #333;">job</span><span class="p">]</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">job</span><span class="p">.</span><span class="n" style="color: #333;">resources</span><span class="p">.</span><span class="n" style="color: #333;">get</span><span class="p">(</span><span class="n" style="color: #333;">name</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">jobs</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="594" 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">

594

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<pre style="margin: 0;">+<span id="LC594" class="line" lang="python">                <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="595" 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">

595

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<pre style="margin: 0;">+<span id="LC595" class="line" lang="python">                <span class="o" style="font-weight: 600;"><=</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">resources</span><span class="p">[</span><span class="n" style="color: #333;">name</span><span class="p">],</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="596" 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">

596

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<pre style="margin: 0;">+<span id="LC596" class="line" lang="python">                <span class="s" style="color: #d14;">f"Limitation of resource: </span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">name</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">"</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="597" 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">

597

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<pre style="margin: 0;">+<span id="LC597" class="line" lang="python">            <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="598" 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">

598

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<pre style="margin: 0;">+<span id="LC598" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="599" 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">

599

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<pre style="margin: 0;">+<span id="LC599" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Choose jobs that lead to "fastest" (minimum steps) removal of existing temp file</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="600" 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">

600

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<pre style="margin: 0;">+<span id="LC600" class="line" lang="python">        <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">temp_file</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">temp_files</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="601" 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">

601

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<pre style="margin: 0;">+<span id="LC601" class="line" lang="python">            <span class="n" style="color: #333;">prob</span> <span class="o" style="font-weight: 600;">+=</span> <span class="n" style="color: #333;">temp_job_improvement</span><span class="p">[</span><span class="n" style="color: #333;">temp_file</span><span class="p">]</span> <span class="o" style="font-weight: 600;"><=</span> <span class="n" style="color: #333;">lpSum</span><span class="p">(</span></span>

</pre>

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602

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<pre style="margin: 0;">+<span id="LC602" class="line" lang="python">                <span class="p">[</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="603" 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">

603

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<pre style="margin: 0;">+<span id="LC603" class="line" lang="python">                    <span class="n" style="color: #333;">scheduled_jobs</span><span class="p">[</span><span class="n" style="color: #333;">job</span><span class="p">]</span> <span class="o" style="font-weight: 600;">*</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">required_by_job</span><span class="p">(</span><span class="n" style="color: #333;">temp_file</span><span class="p">,</span> <span class="n" style="color: #333;">job</span><span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="604" 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">

604

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<pre style="margin: 0;">+<span id="LC604" class="line" lang="python">                    <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">jobs</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="605" 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">

605

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<pre style="margin: 0;">+<span id="LC605" class="line" lang="python">                <span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="606" 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">

606

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<pre style="margin: 0;">+<span id="LC606" class="line" lang="python">            <span class="p">)</span> <span class="o" style="font-weight: 600;">/</span> <span class="n" style="color: #333;">lpSum</span><span class="p">([</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">required_by_job</span><span class="p">(</span><span class="n" style="color: #333;">temp_file</span><span class="p">,</span> <span class="n" style="color: #333;">job</span><span class="p">)</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">jobs</span><span class="p">])</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="607" 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">

607

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<pre style="margin: 0;">+<span id="LC607" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="608" 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">

608

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<pre style="margin: 0;">+<span id="LC608" class="line" lang="python">        <span class="n" style="color: #333;">prob</span><span class="p">.</span><span class="n" style="color: #333;">solve</span><span class="p">()</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="609" 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">

609

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<pre style="margin: 0;">+<span id="LC609" class="line" lang="python">        <span class="n" style="color: #333;">selected_jobs</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">[</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="610" 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">

610

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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="LC610" class="line" lang="python">            <span class="n" style="color: #333;">job</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span><span class="p">,</span> <span class="n" style="color: #333;">variable</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">scheduled_jobs</span><span class="p">.</span><span class="n" style="color: #333;">items</span><span class="p">()</span> <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">variable</span><span class="p">.</span><span class="n" style="color: #333;">value</span><span class="p">()</span> <span class="o" style="font-weight: 600;">==</span> <span class="mf" style="color: #099;">1.0</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="611" 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">

611

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<pre style="margin: 0;">+<span id="LC611" class="line" lang="python">        <span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="612" 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">

612

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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="LC612" class="line" lang="python">        <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">name</span> <span class="ow" style="font-weight: 600;">in</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">workflow</span><span class="p">.</span><span class="n" style="color: #333;">global_resources</span><span class="p">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="613" 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">

613

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<pre style="margin: 0;">+<span id="LC613" class="line" lang="python">            <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">resources</span><span class="p">[</span><span class="n" style="color: #333;">name</span><span class="p">]</span> <span class="o" style="font-weight: 600;">-=</span> <span class="nb" style="color: #0086b3;">sum</span><span class="p">(</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="614" 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">

614

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<pre style="margin: 0;">+<span id="LC614" class="line" lang="python">                <span class="p">[</span><span class="n" style="color: #333;">job</span><span class="p">.</span><span class="n" style="color: #333;">resources</span><span class="p">.</span><span class="n" style="color: #333;">get</span><span class="p">(</span><span class="n" style="color: #333;">name</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span> <span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">job</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">selected_jobs</span><span class="p">]</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="615" 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">

615

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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="LC615" class="line" lang="python">            <span class="p">)</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="616" 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">

616

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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="LC616" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">selected_jobs</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="617" 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">

617

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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="LC617" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="618" 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">

618

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<pre style="margin: 0;">+<span id="LC618" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">required_by_job</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">temp_file</span><span class="p">,</span> <span class="n" style="color: #333;">job</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="619" 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">

619

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<pre style="margin: 0;">+<span id="LC619" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="mi" style="color: #099;">1</span> <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">temp_file</span> <span class="ow" style="font-weight: 600;">in</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">dag</span><span class="p">.</span><span class="n" style="color: #333;">temp_input</span><span class="p">(</span><span class="n" style="color: #333;">job</span><span class="p">)</span> <span class="k" style="font-weight: 600;">else</span> <span class="mi" style="color: #099;">0</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="620" 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">

620

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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="LC620" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="526" 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="621" 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">

621

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<pre style="margin: 0;">+<span id="LC621" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">job_selector_greedy</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">jobs</span><span class="p">):</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="526" 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">

526

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<td class="diff-line-num new_line" data-linenumber="622" 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">

622

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<pre style="margin: 0;"> <span id="LC622" class="line" lang="python">        <span class="s" style="color: #d14;">"""</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="527" 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">

527

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<td class="diff-line-num new_line" data-linenumber="623" 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">

623

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<pre style="margin: 0;"> <span id="LC623" class="line" lang="python"><span class="s" style="color: #d14;">        Using the greedy heuristic from</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="528" 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">

528

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<td class="diff-line-num new_line" data-linenumber="624" 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">

624

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<pre style="margin: 0;"> <span id="LC624" class="line" lang="python"><span class="s" style="color: #d14;">        "A Greedy Algorithm for the General Multidimensional Knapsack</span></span>

</pre>

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<td class="diff-line-num old old_line" data-linenumber="529" 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">

529

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<td class="diff-line-num new_line old" data-linenumber="625" 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="LC529" class="line" lang="python"><span class="s" style="color: #d14;">Problem", Akcay, Li, Xu, Annals of Operations Research, 2012</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="530" 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="625" 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">

625

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<pre style="margin: 0;">+<span id="LC625" class="line" lang="python"><span class="s" style="color: #d14;"><span class="idiff left right">        </span>Problem", Akcay, Li, Xu, Annals of Operations Research, 2012</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="530" 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">

530

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<td class="diff-line-num new_line" data-linenumber="626" 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">

626

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<pre style="margin: 0;"> <span id="LC626" class="line" lang="python"></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="531" 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">

531

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<td class="diff-line-num new_line" data-linenumber="627" 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">

627

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<pre style="margin: 0;"> <span id="LC627" class="line" lang="python"><span class="s" style="color: #d14;">        Args:</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="532" 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">

532

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<td class="diff-line-num new_line" data-linenumber="628" 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">

628

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<pre style="margin: 0;"> <span id="LC628" class="line" lang="python"><span class="s" style="color: #d14;">            jobs (list):    list of jobs</span></span>

</pre>

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<br>

</li>

<li id="cb9e107597e441fb1c0d61663359d9cf1dbfe04d">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#cb9e107597e441fb1c0d61663359d9cf1dbfe04d"><strong>snakemake/workflow.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="91" 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="91" 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">@@ -91,6 +91,7 @@ class Workflow:</td>

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91

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91

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<pre style="margin: 0;"> <span id="LC91" class="line" lang="python">        <span class="n" style="color: #333;">singularity_prefix</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="92" 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">

92

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<td class="diff-line-num new_line" data-linenumber="92" 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">

92

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<pre style="margin: 0;"> <span id="LC92" class="line" lang="python">        <span class="n" style="color: #333;">singularity_args</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">""</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="93" 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">

93

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<td class="diff-line-num new_line" data-linenumber="93" 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">

93

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<pre style="margin: 0;"> <span id="LC93" class="line" lang="python">        <span class="n" style="color: #333;">shadow_prefix</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 new old_line" data-linenumber="94" 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="94" 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">

94

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<pre style="margin: 0;">+<span id="LC94" class="line" lang="python">        <span class="n" style="color: #333;">scheduler_type</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="94" 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">

94

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<td class="diff-line-num new_line" data-linenumber="95" 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">

95

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<pre style="margin: 0;"> <span id="LC95" class="line" lang="python">        <span class="n" style="color: #333;">mode</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">Mode</span><span class="p">.</span><span class="n" style="color: #333;">default</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="95" 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">

95

</td>

<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">

96

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<pre style="margin: 0;"> <span id="LC96" class="line" lang="python">        <span class="n" style="color: #333;">wrapper_prefix</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="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">

96

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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">

97

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<pre style="margin: 0;"> <span id="LC97" class="line" lang="python">        <span class="n" style="color: #333;">printshellcmds</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="155" 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="156" 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">@@ -155,6 +156,7 @@ class Workflow:</td>

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<td class="diff-line-num old_line" data-linenumber="155" 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="156" 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="LC156" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">singularity_prefix</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">singularity_prefix</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="156" 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="157" 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="LC157" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">singularity_args</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">singularity_args</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="157" 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">

157

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<td class="diff-line-num new_line" data-linenumber="158" 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">

158

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<pre style="margin: 0;"> <span id="LC158" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">shadow_prefix</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">shadow_prefix</span></span>

</pre>

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<td class="diff-line-num new old_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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<td class="diff-line-num new new_line" data-linenumber="159" 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">

159

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<pre style="margin: 0;">+<span id="LC159" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">scheduler_type</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">scheduler_type</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="158" 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="160" 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">

160

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<pre style="margin: 0;"> <span id="LC160" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">global_container_img</span> <span class="o" style="font-weight: 600;">=</span> <span class="bp" style="color: #999;">None</span></span>

</pre>

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<td class="diff-line-num 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">

159

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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">

161

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<pre style="margin: 0;"> <span id="LC161" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">mode</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">mode</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="160" 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">

160

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<td class="diff-line-num new_line" data-linenumber="162" 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">

162

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<pre style="margin: 0;"> <span id="LC162" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">wrapper_prefix</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">wrapper_prefix</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="454" 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="456" 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">@@ -454,6 +456,7 @@ class Workflow:</td>

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<td class="diff-line-num old_line" data-linenumber="454" 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">

454

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<td class="diff-line-num new_line" data-linenumber="456" 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">

456

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<pre style="margin: 0;"> <span id="LC456" class="line" lang="python">        <span class="n" style="color: #333;">targets</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="455" 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">

455

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<td class="diff-line-num new_line" data-linenumber="457" 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">

457

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<pre style="margin: 0;"> <span id="LC457" class="line" lang="python">        <span class="n" style="color: #333;">dryrun</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="456" 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">

456

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<td class="diff-line-num new_line" data-linenumber="458" 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">

458

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<pre style="margin: 0;"> <span id="LC458" class="line" lang="python">        <span class="n" style="color: #333;">touch</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="457" 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="459" 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">

459

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<pre style="margin: 0;">+<span id="LC459" class="line" lang="python">        <span class="n" style="color: #333;">scheduler_type</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="457" 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">

457

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<td class="diff-line-num new_line" data-linenumber="460" 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">

460

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<pre style="margin: 0;"> <span id="LC460" class="line" lang="python">        <span class="n" style="color: #333;">local_cores</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 old_line" data-linenumber="458" 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">

458

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<td class="diff-line-num new_line" data-linenumber="461" 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">

461

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<pre style="margin: 0;"> <span id="LC461" class="line" lang="python">        <span class="n" style="color: #333;">forcetargets</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="459" 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">

459

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<td class="diff-line-num new_line" data-linenumber="462" 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">

462

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<pre style="margin: 0;"> <span id="LC462" class="line" lang="python">        <span class="n" style="color: #333;">forceall</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">False</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="891" 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="894" 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">@@ -891,6 +894,7 @@ class Workflow:</td>

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<td class="diff-line-num old_line" data-linenumber="891" 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">

891

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<td class="diff-line-num new_line" data-linenumber="894" 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">

894

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<pre style="margin: 0;"> <span id="LC894" class="line" lang="python">            <span class="n" style="color: #333;">force_use_threads</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">force_use_threads</span><span class="p">,</span></span>

</pre>

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<td class="diff-line-num old_line" data-linenumber="892" 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">

892

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<td class="diff-line-num new_line" data-linenumber="895" 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">

895

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<pre style="margin: 0;"> <span id="LC895" class="line" lang="python">            <span class="n" style="color: #333;">assume_shared_fs</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">assume_shared_fs</span><span class="p">,</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="893" 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">

893

</td>

<td class="diff-line-num new_line" data-linenumber="896" 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">

896

</td>

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

<pre style="margin: 0;"> <span id="LC896" class="line" lang="python">            <span class="n" style="color: #333;">keepincomplete</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">keepincomplete</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="894" 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="897" 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">

897

</td>

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

<pre style="margin: 0;">+<span id="LC897" class="line" lang="python">            <span class="n" style="color: #333;">scheduler_type</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">scheduler_type</span><span class="p">,</span></span>

</pre>

</td>

</tr>

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

<td class="diff-line-num old_line" data-linenumber="894" 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">

894

</td>

<td class="diff-line-num new_line" data-linenumber="898" 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">

898

</td>

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

<pre style="margin: 0;"> <span id="LC898" class="line" lang="python">        <span class="p">)</span></span>

</pre>

</td>

</tr>

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

<td class="diff-line-num old_line" data-linenumber="895" 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">

895

</td>

<td class="diff-line-num new_line" data-linenumber="899" 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">

899

</td>

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

<pre style="margin: 0;"> <span id="LC899" class="line" lang="python"></span>

</pre>

</td>

</tr>

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

<td class="diff-line-num old_line" data-linenumber="896" 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">

896

</td>

<td class="diff-line-num new_line" data-linenumber="900" 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">

900

</td>

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

<pre style="margin: 0;"> <span id="LC900" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="n" style="color: #333;">dryrun</span><span class="p">:</span></span>

</pre>

</td>

</tr>

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

<td class="diff-line-num unfold js-unfold old_line" data-linenumber="1085" 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="1089" 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">@@ -1085,6 +1089,32 @@ class Workflow:</td>

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<td class="diff-line-num old_line" data-linenumber="1085" 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">

1085

</td>

<td class="diff-line-num new_line" data-linenumber="1089" 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">

1089

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

<pre style="margin: 0;"> <span id="LC1089" class="line" lang="python">        <span class="n" style="color: #333;">update_config</span><span class="p">(</span><span class="n" style="color: #333;">config</span><span class="p">,</span> <span class="n" style="color: #333;">c</span><span class="p">)</span></span>

</pre>

</td>

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<td class="diff-line-num old_line" data-linenumber="1086" 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">

1086

</td>

<td class="diff-line-num new_line" data-linenumber="1090" 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">

1090

</td>

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

<pre style="margin: 0;"> <span id="LC1090" class="line" lang="python">        <span class="n" style="color: #333;">update_config</span><span class="p">(</span><span class="n" style="color: #333;">config</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">overwrite_config</span><span class="p">)</span></span>

</pre>

</td>

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

<td class="diff-line-num old_line" data-linenumber="1087" 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">

1087

</td>

<td class="diff-line-num new_line" data-linenumber="1091" 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">

1091

</td>

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

<pre style="margin: 0;"> <span id="LC1091" class="line" lang="python"></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="1088" 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="1092" 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">

1092

</td>

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

<pre style="margin: 0;">+<span id="LC1092" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">pepfile</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">path</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="1088" 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="1093" 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">

1093

</td>

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

<pre style="margin: 0;">+<span id="LC1093" class="line" lang="python">        <span class="k" style="font-weight: 600;">global</span> <span class="n" style="color: #333;">pep</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="1088" 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="1094" 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">

1094

</td>

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

<pre style="margin: 0;">+<span id="LC1094" class="line" lang="python"></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="1088" 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="1095" 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">

1095

</td>

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

<pre style="margin: 0;">+<span id="LC1095" class="line" lang="python">        <span class="k" style="font-weight: 600;">try</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="1088" 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="1096" 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">

1096

</td>

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

<pre style="margin: 0;">+<span id="LC1096" class="line" lang="python">            <span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">peppy</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="1088" 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="1097" 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">

1097

</td>

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

<pre style="margin: 0;">+<span id="LC1097" class="line" lang="python">        <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ImportError</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="1088" 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="1098" 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">

1098

</td>

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

<pre style="margin: 0;">+<span id="LC1098" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="n" style="color: #333;">WorkflowError</span><span class="p">(</span><span class="s" style="color: #d14;">"For PEP support, please install peppy."</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="1088" 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="1099" 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">

1099

</td>

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

<pre style="margin: 0;">+<span id="LC1099" class="line" lang="python"></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="1088" 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="1100" 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">

1100

</td>

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

<pre style="margin: 0;">+<span id="LC1100" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">pepfile</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">path</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="1088" 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="1101" 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">

1101

</td>

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

<pre style="margin: 0;">+<span id="LC1101" class="line" lang="python">        <span class="n" style="color: #333;">pep</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">peppy</span><span class="p">.</span><span class="n" style="color: #333;">Project</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">pepfile</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="1088" 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="1102" 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">

1102

</td>

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

<pre style="margin: 0;">+<span id="LC1102" class="line" lang="python"></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="1088" 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="1103" 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">

1103

</td>

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

<pre style="margin: 0;">+<span id="LC1103" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">pepschema</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">schema</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="1088" 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="1104" 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">

1104

</td>

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

<pre style="margin: 0;">+<span id="LC1104" class="line" lang="python">        <span class="k" style="font-weight: 600;">global</span> <span class="n" style="color: #333;">pep</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="1088" 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="1105" 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">

1105

</td>

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

<pre style="margin: 0;">+<span id="LC1105" class="line" lang="python"></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="1088" 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="1106" 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">

1106

</td>

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

<pre style="margin: 0;">+<span id="LC1106" class="line" lang="python">        <span class="k" style="font-weight: 600;">try</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="1088" 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="1107" 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">

1107

</td>

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

<pre style="margin: 0;">+<span id="LC1107" class="line" lang="python">            <span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">eido</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="1088" 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="1108" 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">

1108

</td>

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

<pre style="margin: 0;">+<span id="LC1108" class="line" lang="python">        <span class="k" style="font-weight: 600;">except</span> <span class="nb" style="color: #0086b3;">ImportError</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="1088" 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="1109" 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">

1109

</td>

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

<pre style="margin: 0;">+<span id="LC1109" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="n" style="color: #333;">WorkflowError</span><span class="p">(</span><span class="s" style="color: #d14;">"For PEP schema support, please install eido."</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="1088" 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="1110" 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">

1110

</td>

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

<pre style="margin: 0;">+<span id="LC1110" class="line" lang="python"></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="1088" 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="1111" 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">

1111

</td>

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

<pre style="margin: 0;">+<span id="LC1111" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">urlparse</span><span class="p">(</span><span class="n" style="color: #333;">schema</span><span class="p">).</span><span class="n" style="color: #333;">scheme</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">""</span> <span class="ow" style="font-weight: 600;">and</span> <span class="ow" style="font-weight: 600;">not</span> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">path</span><span class="p">.</span><span class="n" style="color: #333;">isabs</span><span class="p">(</span><span class="n" style="color: #333;">schema</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="1088" 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="1112" 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">

1112

</td>

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

<pre style="margin: 0;">+<span id="LC1112" class="line" lang="python">            <span class="c1" style="color: #998; font-style: italic;"># schema is relative to current Snakefile</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="1088" 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="1113" 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">

1113

</td>

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

<pre style="margin: 0;">+<span id="LC1113" class="line" lang="python">            <span class="n" style="color: #333;">schema</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">path</span><span class="p">.</span><span class="n" style="color: #333;">join</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">current_basedir</span><span class="p">,</span> <span class="n" style="color: #333;">schema</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="1088" 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="1114" 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">

1114

</td>

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

<pre style="margin: 0;">+<span id="LC1114" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">pepfile</span> <span class="ow" style="font-weight: 600;">is</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="1088" 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="1115" 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">

1115

</td>

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

<pre style="margin: 0;">+<span id="LC1115" class="line" lang="python">            <span class="k" style="font-weight: 600;">raise</span> <span class="n" style="color: #333;">WorkflowError</span><span class="p">(</span><span class="s" style="color: #d14;">"Please specify a PEP with the pepfile directive."</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="1088" 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="1116" 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">

1116

</td>

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

<pre style="margin: 0;">+<span id="LC1116" class="line" lang="python">        <span class="n" style="color: #333;">eido</span><span class="p">.</span><span class="n" style="color: #333;">validate_project</span><span class="p">(</span><span class="n" style="color: #333;">project</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">pep</span><span class="p">,</span> <span class="n" style="color: #333;">schema</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">schema</span><span class="p">,</span> <span class="n" style="color: #333;">exclude_case</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">True</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="1088" 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="1117" 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">

1117

</td>

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

<pre style="margin: 0;">+<span id="LC1117" class="line" lang="python"></span>

</pre>

</td>

</tr>

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

<td class="diff-line-num old_line" data-linenumber="1088" 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">

1088

</td>

<td class="diff-line-num new_line" data-linenumber="1118" 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">

1118

</td>

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

<pre style="margin: 0;"> <span id="LC1118" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">report</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">path</span><span class="p">):</span></span>

</pre>

</td>

</tr>

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

<td class="diff-line-num old_line" data-linenumber="1089" 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">

1089

</td>

<td class="diff-line-num new_line" data-linenumber="1119" 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">

1119

</td>

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<pre style="margin: 0;"> <span id="LC1119" class="line" lang="python">        <span class="s" style="color: #d14;">""" Define a global report description in .rst format."""</span></span>

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<pre style="margin: 0;"> <span id="LC1120" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">report_text</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">path</span><span class="p">.</span><span class="n" style="color: #333;">join</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">current_basedir</span><span class="p">,</span> <span class="n" style="color: #333;">path</span><span class="p">)</span></span>

</pre>

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<li id="d1deee71de70305809d43086b13f7eb407aff6f2">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#d1deee71de70305809d43086b13f7eb407aff6f2"><strong>test-environment.yml</strong></a>

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<pre style="margin: 0;"> <span id="LC42" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">pygraphviz</span></span>

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<pre style="margin: 0;"> <span id="LC43" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">python-kubernetes</span></span>

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<pre style="margin: 0;"> <span id="LC44" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">gitpython</span></span>

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<pre style="margin: 0;">+<span id="LC45" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">pulp</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC46" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">tibanna</span></span>

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<pre style="margin: 0;"> <span id="LC47" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">environment-modules</span></span>

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<pre style="margin: 0;"> <span id="LC48" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">nbformat</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC49" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">toposort</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC50" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">mamba</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC51" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">crc32c</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC52" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">peppy</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="53" 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="LC53" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">eido</span></span></pre>

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</li>

<li id="8170eb84634a720714408bf5991cf0fe862aedc8">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#8170eb84634a720714408bf5991cf0fe862aedc8"><strong>tests/test_peppy/pep/config.yaml</strong></a>

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<pre style="margin: 0;">+<span id="LC1" class="line" lang="yaml"><span class="na" style="color: #008080;">pep_version</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">2.0.0"</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC2" class="line" lang="yaml"><span class="na" style="color: #008080;">sample_table</span><span class="pi">:</span> <span class="s" style="color: #d14;">sample_table.csv</span></span></pre>

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<br>

</li>

<li id="30236538d99508b82b584f45580c3c0df56c0e7c">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#30236538d99508b82b584f45580c3c0df56c0e7c"><strong>tests/test_peppy/pep/sample_table.csv</strong></a>

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<pre style="margin: 0;">+<span id="LC1" class="line" lang="plaintext">sample_name,protocol</span>

</pre>

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

</pre>

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<td class="diff-line-num new new_line" data-linenumber="3" 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">

3

</td>

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

<pre style="margin: 0;">+<span id="LC3" class="line" lang="plaintext">b,test2</span></pre>

</td>

</tr>

</table>

<br>

</li>

<li id="bcab5d626d6045306643ffe54e563626806802d8">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#bcab5d626d6045306643ffe54e563626806802d8"><strong>tests/test_peppy/workflow/Snakefile</strong></a>

<hr>

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

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

<td class="diff-line-num new old_line" data-linenumber="0" 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="1" 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">

1

</td>

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

<pre style="margin: 0;">+<span id="LC1" class="line" lang="plaintext">pepfile: "pep/config.yaml"</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="0" 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="2" 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">

2

</td>

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

<pre style="margin: 0;">+<span id="LC2" class="line" lang="plaintext">pepschema: "schemas/pep.yaml"</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="0" 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="3" 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">

3

</td>

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

<pre style="margin: 0;">+<span id="LC3" class="line" lang="plaintext"></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="0" 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="4" 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">

4

</td>

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

<pre style="margin: 0;">+<span id="LC4" class="line" lang="plaintext">rule all:</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="0" 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="5" 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">

5

</td>

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

<pre style="margin: 0;">+<span id="LC5" class="line" lang="plaintext">    input:</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="0" 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="6" 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">

6

</td>

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

<pre style="margin: 0;">+<span id="LC6" class="line" lang="plaintext">        expand("{sample}.txt", sample=pep.sample_table["sample_name"])</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="0" 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="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">

7

</td>

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

<pre style="margin: 0;">+<span id="LC7" class="line" lang="plaintext"></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="0" 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="8" 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">

8

</td>

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

<pre style="margin: 0;">+<span id="LC8" class="line" lang="plaintext">rule a:</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="0" 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="9" 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">

9

</td>

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

<pre style="margin: 0;">+<span id="LC9" class="line" lang="plaintext">    output:</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="0" 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="10" 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">

10

</td>

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

<pre style="margin: 0;">+<span id="LC10" class="line" lang="plaintext">        "{sample}.txt"</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="0" 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="11" 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">

11

</td>

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

<pre style="margin: 0;">+<span id="LC11" class="line" lang="plaintext">    shell:</span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="12" 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">

12

</td>

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

<pre style="margin: 0;">+<span id="LC12" class="line" lang="plaintext">        "touch {output}"</span></pre>

</td>

</tr>

</table>

<br>

</li>

<li id="e76fdd319bd72c5dffe8ebaa1ce6374f9188f2b7">

<a href="https://salsa.debian.org/med-team/snakemake/-/commit/c8348291b8bcbd6cfe979d88c1e54690046a1a65#e76fdd319bd72c5dffe8ebaa1ce6374f9188f2b7"><strong>tests/test_peppy/workflow/schemas/pep.yaml</strong></a>

<hr>

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

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

<td class="diff-line-num new old_line" data-linenumber="0" 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="1" 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">

1

</td>

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

<pre style="margin: 0;">+<span id="LC1" class="line" lang="yaml"><span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">Schema</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">for</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">a</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">minimal</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">PEP"</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="0" 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="2" 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">

2

</td>

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

<pre style="margin: 0;">+<span id="LC2" class="line" lang="yaml"><span class="na" style="color: #008080;">version</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">2.0.0"</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="0" 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="3" 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">

3

</td>

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

<pre style="margin: 0;">+<span id="LC3" class="line" lang="yaml"><span class="na" style="color: #008080;">properties</span><span class="pi">:</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="0" 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="4" 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">

4

</td>

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

<pre style="margin: 0;">+<span id="LC4" class="line" lang="yaml">  <span class="na" style="color: #008080;">name</span><span class="pi">:</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="0" 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="5" 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">

5

</td>

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

<pre style="margin: 0;">+<span id="LC5" class="line" lang="yaml">    <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">string</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="0" 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="6" 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">

6

</td>

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

<pre style="margin: 0;">+<span id="LC6" class="line" lang="yaml">    <span class="na" style="color: #008080;">pattern</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">^</span><span class="se" style="color: #d14;">\\</span><span class="s" style="color: #d14;">S*$"</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="0" 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="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">

7

</td>

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<pre style="margin: 0;">+<span id="LC7" class="line" lang="yaml">    <span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">Project</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">name</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">with</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">no</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">whitespace"</span></span>

</pre>

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8

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<pre style="margin: 0;">+<span id="LC8" class="line" lang="yaml">  <span class="na" style="color: #008080;">config</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="9" 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">

9

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<pre style="margin: 0;">+<span id="LC9" class="line" lang="yaml">    <span class="na" style="color: #008080;">pep_version</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="10" 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">

10

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<pre style="margin: 0;">+<span id="LC10" class="line" lang="yaml">      <span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">Version</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">of</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">the</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">PEP</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">Schema</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">this</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">PEP</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">follows"</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="11" 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">

11

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<pre style="margin: 0;">+<span id="LC11" class="line" lang="yaml">      <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">string</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="12" 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">

12

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<pre style="margin: 0;">+<span id="LC12" class="line" lang="yaml">    <span class="na" style="color: #008080;">sample_table</span><span class="pi">:</span></span>

</pre>

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13

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<pre style="margin: 0;">+<span id="LC13" class="line" lang="yaml">      <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">string</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="14" 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">

14

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<pre style="margin: 0;">+<span id="LC14" class="line" lang="yaml">      <span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">Path</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">to</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">the</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">sample</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">annotation</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">table</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">with</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">one</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">row</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">per</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">sample"</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="15" 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="LC15" class="line" lang="yaml">    <span class="na" style="color: #008080;">subsample_table</span><span class="pi">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC16" class="line" lang="yaml">      <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">string</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="17" 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="LC17" class="line" lang="yaml">      <span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">Path</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">to</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">the</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">subsample</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">annotation</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">table</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">with</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">one</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">row</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">per</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">subsample</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">and</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">sample_name</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">attribute</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">matching</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">an</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">entry</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">in</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">the</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">sample</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">table"</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC18" class="line" lang="yaml">    <span class="na" style="color: #008080;">sample_modifiers</span><span class="pi">:</span></span>

</pre>

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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="yaml">      <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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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="yaml">      <span class="na" style="color: #008080;">properties</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="21" 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">

21

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<pre style="margin: 0;">+<span id="LC21" class="line" lang="yaml">        <span class="na" style="color: #008080;">append</span><span class="pi">:</span></span>

</pre>

</td>

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<pre style="margin: 0;">+<span id="LC22" class="line" lang="yaml">          <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="23" 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="LC23" class="line" lang="yaml">        <span class="na" style="color: #008080;">duplicate</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="24" 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="LC24" class="line" lang="yaml">          <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="25" 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">

25

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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="LC25" class="line" lang="yaml">        <span class="na" style="color: #008080;">imply</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="26" 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">

26

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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="LC26" class="line" lang="yaml">          <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">array</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="27" 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">

27

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<pre style="margin: 0;">+<span id="LC27" class="line" lang="yaml">          <span class="na" style="color: #008080;">items</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="28" 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="LC28" class="line" lang="yaml">            <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="29" 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">

29

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<pre style="margin: 0;">+<span id="LC29" class="line" lang="yaml">            <span class="na" style="color: #008080;">properties</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="30" 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">

30

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<pre style="margin: 0;">+<span id="LC30" class="line" lang="yaml">              <span class="na" style="color: #008080;">if</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="31" 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">

31

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<pre style="margin: 0;">+<span id="LC31" class="line" lang="yaml">                <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="32" 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">

32

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<pre style="margin: 0;">+<span id="LC32" class="line" lang="yaml">              <span class="na" style="color: #008080;">then</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="33" 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="LC33" class="line" lang="yaml">                <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="34" 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="LC34" class="line" lang="yaml">        <span class="na" style="color: #008080;">derive</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="35" 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="LC35" class="line" lang="yaml">          <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="36" 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="LC36" class="line" lang="yaml">          <span class="na" style="color: #008080;">properties</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="37" 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="LC37" class="line" lang="yaml">            <span class="na" style="color: #008080;">attributes</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="38" 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="LC38" class="line" lang="yaml">              <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">array</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="39" 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">

39

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<pre style="margin: 0;">+<span id="LC39" class="line" lang="yaml">              <span class="na" style="color: #008080;">items</span><span class="pi">:</span></span>

</pre>

</td>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="40" 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="LC40" class="line" lang="yaml">                <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">string</span></span>

</pre>

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<td class="diff-line-num new old_line" data-linenumber="0" 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="41" 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">

41

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<pre style="margin: 0;">+<span id="LC41" class="line" lang="yaml">            <span class="na" style="color: #008080;">sources</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="42" 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="LC42" class="line" lang="yaml">              <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC43" class="line" lang="yaml">    <span class="na" style="color: #008080;">project_modifiers</span><span class="pi">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC44" class="line" lang="yaml">      <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="45" 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="LC45" class="line" lang="yaml">      <span class="na" style="color: #008080;">properties</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="46" 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="LC46" class="line" lang="yaml">        <span class="na" style="color: #008080;">amend</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="47" 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="LC47" class="line" lang="yaml">          <span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">Object</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">overwriting</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">original</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">project</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">attributes"</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="48" 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="LC48" class="line" lang="yaml">          <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="49" 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="LC49" class="line" lang="yaml">        <span class="na" style="color: #008080;">import</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="50" 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="LC50" class="line" lang="yaml">          <span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">List</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">of</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">external</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">PEP</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">project</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">config</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">files</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">to</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">import"</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC51" class="line" lang="yaml">          <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">array</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="52" 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="LC52" class="line" lang="yaml">          <span class="na" style="color: #008080;">items</span><span class="pi">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC53" class="line" lang="yaml">            <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">string</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="54" 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="LC54" class="line" lang="yaml">    <span class="na" style="color: #008080;">required</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="55" 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="LC55" class="line" lang="yaml">      <span class="pi">-</span> <span class="s" style="color: #d14;">pep_version</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="56" 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="LC56" class="line" lang="yaml">  <span class="na" style="color: #008080;">samples</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="57" 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="LC57" class="line" lang="yaml">    <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">array</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="58" 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="LC58" class="line" lang="yaml">    <span class="na" style="color: #008080;">items</span><span class="pi">:</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="59" 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="LC59" class="line" lang="yaml">      <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">object</span></span>

</pre>

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<td class="diff-line-num new new_line" data-linenumber="60" 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="LC60" class="line" lang="yaml">      <span class="na" style="color: #008080;">properties</span><span class="pi">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC61" class="line" lang="yaml">        <span class="na" style="color: #008080;">sample_name</span><span class="pi">:</span> </span>

</pre>

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<pre style="margin: 0;">+<span id="LC62" class="line" lang="yaml">          <span class="na" style="color: #008080;">type</span><span class="pi">:</span> <span class="s" style="color: #d14;">string</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC63" class="line" lang="yaml">          <span class="na" style="color: #008080;">pattern</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">^</span><span class="se" style="color: #d14;">\\</span><span class="s" style="color: #d14;">S*$"</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC64" class="line" lang="yaml">          <span class="na" style="color: #008080;">description</span><span class="pi">:</span> <span class="s2" style="color: #d14;">"</span><span class="s" style="color: #d14;">Unique</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">name</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">of</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">the</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">sample</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">with</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">no</span><span class="nv" style="color: #008080;"> </span><span class="s" style="color: #d14;">whitespace"</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC65" class="line" lang="yaml">      <span class="na" style="color: #008080;">required</span><span class="pi">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC66" class="line" lang="yaml">        <span class="pi">-</span> <span class="s" style="color: #d14;">sample_name</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC67" class="line" lang="yaml"><span class="na" style="color: #008080;">required</span><span class="pi">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC68" class="line" lang="yaml">  <span class="pi">-</span> <span class="s" style="color: #d14;">samples</span></span></pre>

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