Diagnostic Beeswarm Analysis

Prepare bounded parameter samples for optimization-diagnostic beeswarm plots.

Request: FFieldOptimizationDiagnosticBeeswarmRequest

Configure bounded diagnostic sample preparation.

Fields

Field	Type	Default	Help	Choices
sort_by	str	parameter	Sort parameter rows by numeric pointer, final value, or starting value.	parameter, final, starting
global_objective_scale	bool	False	Use one objective-function color range for every parameter row.	True, False
top	int	0	Keep the parameters with the widest objective ranges; zero keeps all.

Task: FFieldOptimizationDiagnosticBeeswarmTask

Prepare the bounded samples used by the diagnostic beeswarm renderer.

Method: run(data: ForceFieldOptimizationDiagnosticPlotData, request: FFieldOptimizationDiagnosticBeeswarmRequest, reporter=None)

Build plot-ready sample and parameter tables from typed inputs.

Result: FFieldOptimizationDiagnosticBeeswarmResult

Normalized diagnostic sample rows and parameter-level plot metadata.

Fields

Field	Type	Default	Help	Choices
table	pd.DataFrame
parameters	pd.DataFrame
excluded_parameters	int
request	FFieldOptimizationDiagnosticBeeswarmRequest