def test_compute_metric(initialized_ds, reconstruction_ds, observations_ds):
"""Test to see if compute_metric can be run from the HindcastEnsemble"""
hindcast = HindcastEnsemble(initialized_ds)
hindcast.add_reference(reconstruction_ds, 'reconstruction')
hindcast.add_reference(observations_ds, 'observations')
# Don't need to check for NaNs, etc. since that's handled in the prediction
# module testing.
hindcast.compute_metric() # compute over all references
hindcast.compute_metric('reconstruction') # compute over single reference
# test all keywords
hindcast.compute_metric(max_dof=True, metric='rmse', comparison='m2r')
def test_compute_metric_single(initialized_ds, reconstruction_ds):
"""Test to see if compute_metric automatically works with a single reference"""
hindcast = HindcastEnsemble(initialized_ds)
hindcast.add_reference(reconstruction_ds, 'reconstruction')
hindcast.compute_metric()
