Return intermediate results through RabbitMQ

[fivegrant]

#35 provides a context object that contains the job id and the RabbitMQ hook. Basic publish functionality should be possible by giving the provided function a dictionary.

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@joshday's edits:

The callback in the solve(::Operation; callback::DiscreteCallback) methods for Simulate/Calibrate/Ensemble works out of the box with SciMLBase.solve.

• Callback support needs to get added to EasyModelAnalysis (Expose standard callback options for datafit SciML/EasyModelAnalysis.jl#158 is blocking for (ensemble)-calibrate).

• The callback probably needs to be modified for Ensemble{T} to identify the component of the ensemble.

Endpoints to return intermediates for:

• simulate
• calibrate
• ensemble-simulate
• ensemble-calibrate

[fivegrant]

@joshday @Tom-Szendrey @mj3cheun what's the status of this in the HMI?

[Tom-Szendrey]

@joshday @Tom-Szendrey @mj3cheun what's the status of this in the HMI?

I have a draft PR up right now to pull this for the HMI
Just want to test a tad more. Currently we are only receiving job_id and progress as i think youre aware

DARPA-ASKEM/terarium#1684 (review)

[fivegrant]

@Tom-Szendrey is this for the SciML Service as well or just the PyCIEMSS Service?

[Tom-Szendrey]

At the moment just pyciemss sorry for the confusion. Im not sure the status from @joshday

[joshday]

What intermediate information does Terrarium want us to send?

I know I've already asked various people about this on calls/slack, but I've lost the thread (sorry!) and we should have it written down here.

[joshday]

Closing this since the functionality is there. Will open new issues for bug fixes.