CalibrationDiagnosticSuite

class rojak.turbulence.diagnostic.CalibrationDiagnosticSuite(factory, diagnostics)

A DiagnosticSuite computed on a calibration dataset, used to derive severity thresholds and EDR distribution parameters for an EvaluationDiagnosticSuite

Parameters:

• factory (DiagnosticFactory | Dataset)

• diagnostics (list[TurbulenceDiagnostics])

__init__(factory, diagnostics)

See DiagnosticSuite.__init__()

Parameters:

• factory (DiagnosticFactory | Dataset)

• diagnostics (list[TurbulenceDiagnostics])

Return type:

None

Methods

__init__(factory, diagnostics)	See DiagnosticSuite.__init__()
as_dataset()	Combine every diagnostic's computed value into a single Dataset
compute_distribution_parameters()	Compute the log-normal distribution histogram for every diagnostic in the suite
compute_thresholds(percentile_config)	Compute the percentile-based severity thresholds for every diagnostic in the suite
computed_values(progress_description)	Iterate over the name and computed value of each diagnostic in the suite
computed_values_as_dict()	Same as computed_values(), collected eagerly into a dict (without a progress bar)
diagnostic_names()	Names of the diagnostics in the suite
export_as_zarr(output_path, /, *[, zarr_format])	Export every diagnostic's computed value (see as_dataset()) to a zarr store
get_prototype_computed_diagnostic()	An arbitrary diagnostic's computed value, used where any one diagnostic's shape/coords will do
load_from_zarr(path, target_diagnostics, *)	Construct a DiagnosticSuite from a zarr store of previously-exported diagnostic values