metamodeling framework (functionality for cedric and mads)

[esraneufeld]

• Extends client to run a study-as-a-function

Please see: MetaControl.pdf

See also: https://arxiv.org/abs/2102.12086

### Tasks
- [ ] ensure that the Port-based studies can be used, such that Cedric can move to the application side.
- [ ] https://github.com/ITISFoundation/osparc-simcore/issues/4177
- [ ] https://github.com/ITISFoundation/osparc-issues/issues/1291

[pcrespov]

Goal for sprint Athena

• [x] meetings with Cedric, Mads, EN (Nov11, Nov16)
• https://github.com/ITISFoundation/osparc-simcore/issues/3554
• (will be decided in Nov.16 meeting)
  • [x] Periodic meetings with @cbujard
  • [x] Fast service integration: OOIL + cookiecutters
  • SEE https://github.com/ITISFoundation/osparc-issues/issues/355#issuecomment-1313533022

[pcrespov]

Update on sprint Athena

Done

• meeting with @cbujard , @esraneufeld and Mads to define scope
• Periodic meetings with @cbujard
• First full iteration on "fast python service integration" ( part of https://github.com/ITISFoundation/osparc-issues/issues/355)

Ongoing

• Improvements on "fast python service integration"

Open

• Demo optimization script
• Primary study

[pcrespov]

Update for sprint Jelly Beans

• This issue is developed together with ITISFoundation/osparc-issues#711
• Meeting with @cbujard to resume activities
• Continue https://github.com/ITISFoundation/osparc-issues/issues/355 (no progress)
  • Extend API: create API to inject and execute new configurations
    • optimization (run, log, progress, stop).
    • delayed deletion
  • create ‘primary' study where collected results can be further processed through pipeline
• Fast python service integration (no progress)
  • https://github.com/ITISFoundation/cookiecutter-osparc-service/pull/94
• Goals
  • Demo optimization script
  • Demo primary study

[pcrespov]

Goal for sprint Pastel de Nata

• Produce script/example which showcases we can handle the following use case:
  • "Disguise" an oSparc study as a Python function
  • Call a numerical optimization algorithm (running on the host) on that function
• Ideally this should be achieved within the S4L scripter (the desktop version running on the host)

This demonstrates that we have the workflow in place for users to handle oSparc studies as simple Python functions.

[pcrespov]

Update for sprint Pastel de Nata

Done:

• Reviewed @bisgaard-itis & @pcrespov of public api and client functionality
• Reviewed @cbujard & @pcrespov optimization scripts
  • Fixed https://github.com/ITISFoundation/osparc-simcore/pull/4239
• First optimization example
  • https://github.com/ITISFoundation/osparc-simcore/issues/4248 (DEMO)

Ongoing

• Reviewing and improving generation of api client
• Extending example as soon as new API functionality is in place

[esraneufeld]

ensure that the Port-based studies can be used, such that Cedric can move to the application side.

[pcrespov]

Update Watermelon

• Issue tracked by https://github.com/ITISFoundation/osparc-simcore/issues/4177
  • openapi specs for port-based studies is completed
  • Server implementation is still in progress (estimated 1 - 2 weeks left)
  • Client implementation is still in progress (estimated 1 week )
• More details in https://github.com/ITISFoundation/osparc-issues/issues/952#issuecomment-1587004885

[bisgaard-itis]

Update Baklava

• See https://github.com/ITISFoundation/osparc-issues/issues/952#issuecomment-1709623098