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    <title>Airflow on Living Systems_</title>
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      <title>Workflow tool makers: Allow defining data flow, not just task dependencies</title>
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      <pubDate>Wed, 10 Jun 2015 12:03:00 +0200</pubDate>
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      <description>&lt;h3 id=&#34;upsurge-in-workflow-tools&#34;&gt;Upsurge in workflow tools&lt;/h3&gt;&#xA;&lt;p&gt;&lt;p class=&#34;image&#34;&gt;&#xA;    &lt;img src=&#34;selection_201.png&#34; alt=&#34;Workflow tool&#xA;logos&#34;  class=&#34;align_right&#34; /&gt;&#xA;&lt;/p&gt;&#xA;There&#xA;seem to be a little upsurge in light-weight - often python-based -&#xA;workflow tools for data pipelines in the last couple of years:&#xA;Spotify&amp;rsquo;s &lt;a href=&#34;https://github.com/spotify/luigi&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Luigi&lt;/a&gt;&#xA;, OpenStack&amp;rsquo;s&#xA;&lt;a href=&#34;https://wiki.openstack.org/wiki/Mistral&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Mistral&lt;/a&gt;&#xA;, Pinterest&amp;rsquo;s&#xA;&lt;a href=&#34;https://github.com/pinterest/pinball&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Pinball&lt;/a&gt;&#xA;, and recently AirBnb&amp;rsquo;s&#xA;&lt;a href=&#34;https://github.com/airbnb/airflow&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Airflow&lt;/a&gt;&#xA;, to name a few. These are&#xA;all interesting tools, and it is an interesting trend for us at&#xA;&lt;a href=&#34;http://www.farmbio.uu.se/research/researchgroups/pb/?languageId=1&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;pharmbio&lt;/a&gt;&#xA;,&#xA;who try to see how we can use workflow tools to automate bio- and&#xA;cheminformatics tasks on compute clusters.&lt;/p&gt;</description>
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