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Cannot run batch prediction on selected checkpoint #88

@vgeorge

Description

@vgeorge

How to replicate:

  • Create project
  • Run live prediction on a small area
  • Retrain a couple times
  • Create large new AOI
  • Run batch prediction, once completed, its checkpoint will be not the result of the last retrain (passed as parameter to POST /instance), but a new one with parent equal to null

Some captures I did when replicating this bug:

  • Batch prediction request, checkpoint_id equal to 158:
Screenshot 2024-03-11 at 15 54 38
  • Batch prediction status during processing:
Screenshot 2024-03-11 at 15 54 56
  • Batch prediction response payload when completed, the checkpoint_id is 159:
Screenshot 2024-03-11 at 15 55 22
  • Newly created checkpoint doesn't have a parent, which make the interface behave as it is the base model:
Screenshot 2024-03-11 at 16 03 16

@LanesGood this issue should be probably the cause of developmentseed/pearl-frontend#126.

cc @ingalls @geohacker

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