XYPlot#

class lsst.analysis.tools.actions.plot.XYPlot(*args, **kw)#

Bases: PlotAction

Make a plot (with errorbars) of one quantity (X) vs another (Y).

Attributes Summary

`boolKwargs`	Keyword arguments to ax.errorbar that take boolean values (`Dict`, default `{}`)
`numKwargs`	Keyword arguments to ax.errorbar that take numerical (float or int) values (`Dict`, default `{}`)
`strKwargs`	Keyword arguments to ax.errorbar that take string values (`Dict`, default `{}`)
`xAxisLabel`	The label to use for the x-axis.
`xLinThresh`	The value around zero where the scale becomes linear in x-axis when symlog is set as the scale.
`xLine`	The value of x where a vertical line is drawn.
`xScale`	The scale to use for the x-axis.
`yAxisLabel`	The label to use for the y-axis.
`yLinThresh`	The value around zero where the scale becomes linear in y-axis when symlog is set as the scale.
`yLine`	The value of y where a horizontal line is drawn.
`yScale`	The scale to use for the y-axis.

Methods Summary

`__call__`(data, **kwargs)	Call self as a function.
`getInputSchema`()	Return the schema an `AnalysisAction` expects to be present in the arguments supplied to the __call__ method.
`makePlot`(data[, plotInfo])	Make the plot.
`setDefaults`()	Subclass hook for computing defaults.
`validate`()	Validate the Config, raising an exception if invalid.

Attributes Documentation

boolKwargs#: Keyword arguments to ax.errorbar that take boolean values (Dict, default {})

numKwargs#: Keyword arguments to ax.errorbar that take numerical (float or int) values (Dict, default {})

strKwargs#: Keyword arguments to ax.errorbar that take string values (Dict, default {})

xAxisLabel#: The label to use for the x-axis. (str, default 'x')

xLinThresh#: The value around zero where the scale becomes linear in x-axis when symlog is set as the scale. Sets the linthresh parameter of set_xscale. (float, default 1e-06)

xLine#: The value of x where a vertical line is drawn. (float, default None)

xScale#

The scale to use for the x-axis. (str, default 'linear')

Allowed values:

'linear': linear
'log': log
'symlog': symlog
'None': Field is optional

yAxisLabel#: The label to use for the y-axis. (str, default 'y')

yLinThresh#: The value around zero where the scale becomes linear in y-axis when symlog is set as the scale. Sets the linthresh parameter of set_yscale. (float, default 1e-06)

yLine#: The value of y where a horizontal line is drawn. (float, default None)

yScale#

The scale to use for the y-axis. (str, default 'linear')

Allowed values:

'linear': linear
'log': log
'symlog': symlog
'None': Field is optional

Methods Documentation

__call__(data: KeyedData, **kwargs) → Figure#: Call self as a function.

getInputSchema() → KeyedDataSchema#

Return the schema an AnalysisAction expects to be present in the arguments supplied to the __call__ method.

Returns#

resultKeyedDataSchema: The schema this action requires to be present when calling this action, keys are unformatted.

makePlot(data: KeyedData, plotInfo: Mapping[str, str] | None = None, **kwargs: Any) → Figure#

Make the plot.

Parameters#

dataDataFrame: The catalog containing various rho statistics.
**kwargs: Additional keyword arguments to pass to the plot

Returns#

figFigure: The resulting figure.

setDefaults()#: Subclass hook for computing defaults.

Notes#

Derived Config classes that must compute defaults rather than using the Field instances’s defaults should do so here. To correctly use inherited defaults, implementations of setDefaults must call their base class’s setDefaults.

validate()#

Validate the Config, raising an exception if invalid.

Raises#

lsst.pex.config.FieldValidationError: Raised if verification fails.

Notes#

The base class implementation performs type checks on all fields by calling their validate methods.

Complex single-field validation can be defined by deriving new Field types. For convenience, some derived lsst.pex.config.Field-types (ConfigField and ConfigChoiceField) are defined in lsst.pex.config that handle recursing into subconfigs.

Inter-field relationships should only be checked in derived Config classes after calling this method, and base validation is complete.