solarforecastarbiter.metrics.calculator.calculate_deterministic_metrics¶
-
solarforecastarbiter.metrics.calculator.
calculate_deterministic_metrics
(processed_fx_obs, categories, metrics)[source]¶ Calculate deterministic metrics for the processed data using the provided categories and metric types.
Normalization is determined by the attributes of the input objects.
If
processed_fx_obs.uncertainty
is notNone
, a deadband equal to the uncertainty will be used by the metrics that support it.Parameters: - processed_fx_obs (datamodel.ProcessedForecastObservation) –
- categories (list of str) – List of categories to compute metrics over.
- metrics (list of str) – List of metrics to be computed.
Returns: solarforecastarbiter.datamodel.MetricResult – Contains all the computed metrics by categories.
Raises: RuntimeError
– If there is no forecast, observation timeseries data or no metrics are specified.