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    <title>topic Publish a Python model in SAS Model Manager in SAS Viya</title>
    <link>https://communities.sas.com/t5/SAS-Viya/Publish-a-Python-model-in-SAS-Model-Manager/m-p/885153#M1916</link>
    <description>&lt;P&gt;Hi experts:&lt;/P&gt;
&lt;P&gt;I've added a simple python model (no pickle) in SAS Model Manager following this example in the docs:&lt;/P&gt;
&lt;P&gt;&lt;A href="https://documentation.sas.com/doc/en/mdlmgrcdc/15.4/mdlmgrqs/p1qjiqn6mcrdk6n1c4egttfhjrhd.htm#p03o5zinmhvnzqn1d6bqwr0xm93z" target="_self"&gt;https://documentation.sas.com/doc/en/mdlmgrcdc/15.4/mdlmgrqs/p1qjiqn6mcrdk6n1c4egttfhjrhd.htm#p03o5zinmhvnzqn1d6bqwr0xm93z&lt;/A&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;After generating the DS2 Code, I managed to publish the Python model in MAS (Score code type was set to "DS2 Package" by default), however, I had to change the Score code type to "DS2 embedded process" in order to deploy to CAS ("DS2 Package/DS2 multi-type" didn't work).&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_4-1689620447128.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85864i32573929E72AB597/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_4-1689620447128.png" alt="a20121248_4-1689620447128.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Unfortunately, when I try to test the publishing model in Scoring tab, in both cases I've got an unexpected output (MAS) or an error (CAS):&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_3-1689620217832.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85863iCEF16E16B3AB0B92/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_3-1689620217832.png" alt="a20121248_3-1689620217832.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_2-1689620149079.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85862iC25EF25A2C03A44F/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_2-1689620149079.png" alt="a20121248_2-1689620149079.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;This is the log I've got in MAS:&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_1-1689620029548.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85861i324D7F8C8862DDCC/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_1-1689620029548.png" alt="a20121248_1-1689620029548.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;This is the log I've got in CAS:&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_0-1689619969243.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85860iA53B60A5C5A3F446/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_0-1689619969243.png" alt="a20121248_0-1689619969243.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Any hints?&lt;/P&gt;
&lt;P&gt;PD: I don't know if it helps, but when running through DS2 code in SAS Studio, I see a table is generated but no error in the log, though no data scored.&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_0-1689620736267.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85865i25239E88149C1F1A/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_0-1689620736267.png" alt="a20121248_0-1689620736267.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thank you in advance.&lt;/P&gt;
&lt;P&gt;Best regards,&lt;/P&gt;
&lt;P&gt;Javier&lt;/P&gt;</description>
    <pubDate>Mon, 17 Jul 2023 19:05:57 GMT</pubDate>
    <dc:creator>a20121248</dc:creator>
    <dc:date>2023-07-17T19:05:57Z</dc:date>
    <item>
      <title>Publish a Python model in SAS Model Manager</title>
      <link>https://communities.sas.com/t5/SAS-Viya/Publish-a-Python-model-in-SAS-Model-Manager/m-p/885153#M1916</link>
      <description>&lt;P&gt;Hi experts:&lt;/P&gt;
&lt;P&gt;I've added a simple python model (no pickle) in SAS Model Manager following this example in the docs:&lt;/P&gt;
&lt;P&gt;&lt;A href="https://documentation.sas.com/doc/en/mdlmgrcdc/15.4/mdlmgrqs/p1qjiqn6mcrdk6n1c4egttfhjrhd.htm#p03o5zinmhvnzqn1d6bqwr0xm93z" target="_self"&gt;https://documentation.sas.com/doc/en/mdlmgrcdc/15.4/mdlmgrqs/p1qjiqn6mcrdk6n1c4egttfhjrhd.htm#p03o5zinmhvnzqn1d6bqwr0xm93z&lt;/A&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;After generating the DS2 Code, I managed to publish the Python model in MAS (Score code type was set to "DS2 Package" by default), however, I had to change the Score code type to "DS2 embedded process" in order to deploy to CAS ("DS2 Package/DS2 multi-type" didn't work).&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_4-1689620447128.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85864i32573929E72AB597/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_4-1689620447128.png" alt="a20121248_4-1689620447128.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Unfortunately, when I try to test the publishing model in Scoring tab, in both cases I've got an unexpected output (MAS) or an error (CAS):&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_3-1689620217832.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85863iCEF16E16B3AB0B92/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_3-1689620217832.png" alt="a20121248_3-1689620217832.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_2-1689620149079.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85862iC25EF25A2C03A44F/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_2-1689620149079.png" alt="a20121248_2-1689620149079.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;This is the log I've got in MAS:&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_1-1689620029548.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85861i324D7F8C8862DDCC/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_1-1689620029548.png" alt="a20121248_1-1689620029548.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;This is the log I've got in CAS:&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_0-1689619969243.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85860iA53B60A5C5A3F446/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_0-1689619969243.png" alt="a20121248_0-1689619969243.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Any hints?&lt;/P&gt;
&lt;P&gt;PD: I don't know if it helps, but when running through DS2 code in SAS Studio, I see a table is generated but no error in the log, though no data scored.&lt;/P&gt;
&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="a20121248_0-1689620736267.png" style="width: 400px;"&gt;&lt;img src="https://communities.sas.com/t5/image/serverpage/image-id/85865i25239E88149C1F1A/image-size/medium?v=v2&amp;amp;px=400" role="button" title="a20121248_0-1689620736267.png" alt="a20121248_0-1689620736267.png" /&gt;&lt;/span&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thank you in advance.&lt;/P&gt;
&lt;P&gt;Best regards,&lt;/P&gt;
&lt;P&gt;Javier&lt;/P&gt;</description>
      <pubDate>Mon, 17 Jul 2023 19:05:57 GMT</pubDate>
      <guid>https://communities.sas.com/t5/SAS-Viya/Publish-a-Python-model-in-SAS-Model-Manager/m-p/885153#M1916</guid>
      <dc:creator>a20121248</dc:creator>
      <dc:date>2023-07-17T19:05:57Z</dc:date>
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