[GitHub] [superset] exemplary-citizen opened a new pull request, #19554: feat(forecast): Forecasting plugin system

[GitBox]

exemplary-citizen opened a new pull request, #19554:
URL: https://github.com/apache/superset/pull/19554

   ### SUMMARY
   Allows users to use any ML model for forecasting as long as the package is 
installed. Also provides a numpy based forecasting solution for users that do 
not want/have prophet installed
   
   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   prophet
   <img width="1140" alt="prophet" 
src="https://user-images.githubusercontent.com/51683050/161939628-dc2e5925-75c8-4681-9ec2-bb2ea0c0dc59.png";>
   
   numpy
   <img width="1143" alt="numpy" 
src="https://user-images.githubusercontent.com/51683050/161939726-f7b15c7c-885c-4927-bd26-7b2bf8eed78e.png";>
   
   random example with xgboost
   <img width="1142" alt="xgboost" 
src="https://user-images.githubusercontent.com/51683050/161939829-1256d1aa-c9dd-4962-96db-ce01827361c5.png";>
   
   new model dropdown in predictive analytics tab
   <img width="319" alt="Screen Shot 2022-04-06 at 2 05 26 AM" 
src="https://user-images.githubusercontent.com/51683050/161940131-6ef3e97f-4317-4ce6-bd9d-4c3c81ed4b63.png";>
   
   
   ### TESTING INSTRUCTIONS
   Added several unit and integration tests
   
   ### ADDITIONAL INFORMATION
   <!--- Check any relevant boxes with "x" -->
   <!--- HINT: Include "Fixes #nnn" if you are fixing an existing issue -->
   - [ ] Has associated issue:
   - [ ] Required feature flags:
   - [x] Changes UI
   - [ ] Includes DB Migration (follow approval process in 
[SIP-59](https://github.com/apache/superset/issues/13351))
     - [ ] Migration is atomic, supports rollback & is backwards-compatible
     - [ ] Confirm DB migration upgrade and downgrade tested
     - [ ] Runtime estimates and downtime expectations provided
   - [x] Introduces new feature or API
   - [ ] Removes existing feature or API
   
   cc: @villebro @bkyryliuk


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