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Demonstrate running Julia operations within RQ #27

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fivegrant opened this issue Jul 28, 2023 · 1 comment · Fixed by #31
Closed

Demonstrate running Julia operations within RQ #27

fivegrant opened this issue Jul 28, 2023 · 1 comment · Fixed by #31
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@fivegrant
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fivegrant commented Jul 28, 2023

Goal

We currently use RQ to run python simulations (e.g. pyciemms). This issue is to explore whether it is possible to create RQ jobs that perform simulations using SciML/EasyModelAnalysis.jl.

Approach

Port a simple simulate operation from the SciML service and use PythonCall.jl to implement it within an RQ worker job.

Why it matters

If successful, we'll be able to have a single REST layer for simulation management that appropriately routes jobs to either pyciemms or sciml. It will allow for a more unified user experience in the HMI and a simplified integration with the HMI server.

@fivegrant
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#26 is necessary since we don't want to install julia onto the same image as the api

@brandomr brandomr changed the title Demo PythonCall integration with simulate Demonstrate running Julia operations within RQ Aug 1, 2023
@fivegrant fivegrant self-assigned this Aug 1, 2023
@fivegrant fivegrant linked a pull request Aug 1, 2023 that will close this issue
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