plain_multivariate_timeseries_visualizer

Plain multivariate time-series visualizer.

class pysatl_cpd.analysis.visualization.timeseries.plain_multivariate_timeseries_visualizer.PlainMultivariateTimeseriesVisualizer(backend, dimensionality)[source]

Bases: AbstractMultivariateTimeseriesVisualizer[DataProvider[UnivariateNumericArray, TimeseriesAnnotation]]

Render one multivariate dimension per subplot.

Parameters:

backend (DrawBackend | str)
dimensionality (int)

__init__(backend, dimensionality)[source]

Parameters:

backend (DrawBackend | str)
dimensionality (int)

Return type:

None

property axes: set[str]: Return one required subplot name per dimension.

property ordered_axes: list[str]: Return timeseries axes in deterministic dimension order.

set_plot_opts(*, axes, **options)[source]

Set plot visuals for selected dimensions.

Return type:

Self

Parameters:

axes (Sequence[AxisSelector])
options (Unpack[PlotSpec])

set_draw_opts(*, axes, **options)[source]

Set line visuals for selected dimensions.

Return type:

Self

Parameters:

axes (Sequence[AxisSelector])
options (Unpack[LineSpec])