spacekit - JWST calibration pipeline resource prediction modeling

How-To

• Generate Predictions (unlabeled data)

• predict
  • JwstCalPredict
  • load_pretrained_model()
  • predict_handler()

## Setup

Install with pip

$ pip install spacekit

$ git clone https://github.com/spacetelescope/spacekit
$ cd spacekit
$ pip install -e .

## Run

1. Generate predictions

*from the command line*

$ python -m spacekit.skopes.jwst.cal.predict /path/to/inputs

*from python*

from spacekit.skopes.jwst.cal.predict import JwstCalPredict
input_path = "/path/to/level1/exposures"
jcal = JwstCalPredict(input_path)
jcal.run_inference()

Outputs: * jcal.predictions : dictionary of level 3 products and estimated memory footprint (GB)