https://communities.sas.com/t5/Decisioning/Python-execution-in-parallel-in-Micro-Analytics-Service/m-p/923037#M90 <P>I am trying to parallelize one process in Python which is part of a SAS Intelligent decision Tool (SAS Viya 3.5). The python code file is part of a decision flow and the calculation I am trying to run in parallel is a calculation that includes numpy arrays.</P><P>&nbsp;</P><P>I have tried to using concurrent.futures and its predecessor multiprocess. Both libraries require the script being executed to be directly executed in the interpreter (__name__ == '__main__') , which (based on what I've tried so far) is not possible as the script is nested in a decision flow object.&nbsp;<BR /><BR />Has anyone any recommendation on how to parallelize python code within a decision flow running in Micro Analytics Service (MAS)? If not, are you aware of any other way to increase the performance of calculations with numpy arrays?</P><P>&nbsp;</P><P>Thank you in advance!</P> Thu, 04 Apr 2024 18:57:35 GMT sore_dude_1217 2024-04-04T18:57:35Z https://communities.sas.com/t5/Decisioning/Python-execution-in-parallel-in-Micro-Analytics-Service/m-p/923037#M90 <P>I am trying to parallelize one process in Python which is part of a SAS Intelligent decision Tool (SAS Viya 3.5). The python code file is part of a decision flow and the calculation I am trying to run in parallel is a calculation that includes numpy arrays.</P><P>&nbsp;</P><P>I have tried to using concurrent.futures and its predecessor multiprocess. Both libraries require the script being executed to be directly executed in the interpreter (__name__ == '__main__') , which (based on what I've tried so far) is not possible as the script is nested in a decision flow object.&nbsp;<BR /><BR />Has anyone any recommendation on how to parallelize python code within a decision flow running in Micro Analytics Service (MAS)? If not, are you aware of any other way to increase the performance of calculations with numpy arrays?</P><P>&nbsp;</P><P>Thank you in advance!</P> Thu, 04 Apr 2024 18:57:35 GMT https://communities.sas.com/t5/Decisioning/Python-execution-in-parallel-in-Micro-Analytics-Service/m-p/923037#M90 sore_dude_1217 2024-04-04T18:57:35Z