deltametrics.plot.VariableInfo¶
- class deltametrics.plot.VariableInfo(name, **kwargs)¶
Variable styling and information.
This class holds information for a specific underlying data variable (e.g.,
eta
orvelocity
). Properties are used throughout DeltaMetrics for plotting.Examples
You can override any of the parameters by passing a value during instantiation of the VariableInfo. For example, to set the colormap for a variable
vegetation_density
as a range of green shades we would create the VariableInfo as:>>> from deltametrics.plot import VariableInfo >>> veg = VariableInfo('vegetation_density', ... cmap='Greens') >>> veg.cmap <matplotlib.colors.LinearSegmentedColormap object at 0x...> >>> veg.cmap.N 64
which creates a 64 interval colormap from the matplotlib Greens colormap. If instead we wanted just three colors, we could specify the colormap manually:
>>> veg3 = VariableInfo('vegetation_density', ... cmap=matplotlib.colormaps['Greens'].resampled(3)) >>> veg3.cmap.N 3
We can then set a more human-readable label for the variable:
>>> veg3.label = 'vegetation density'
- __init__(name, **kwargs)¶
Initialize the VariableInfo.
- Parameters:
name (
str
) – Name for variable to access from.cmap (
matplotlib.colors.Colormap
,str
, optional) – Colormap to use to diplay the variable.label (
str
, optional) – How to display the variable name when plotting (i.e., a human-readable name). If not specified, the value of name is used.norm (
matplotlib.colors.Norm
, optional) –???
vmin (
float
, optional) – Limit the colormap or axes to this lower-bound value.vmax (
float
, optional) – Limit the colormap or axes to this upper-bound value.
Methods
__init__
(name, **kwargs)Initialize the VariableInfo.
Attributes
Colormap to use to diplay the variable.
How to display the variable name when plotting.
Name for variable to access from.
???
Limit the colormap or axes to this upper-bound value.
Limit the colormap or axes to this lower-bound value.
- property cmap¶
Colormap to use to diplay the variable.
- property label¶
How to display the variable name when plotting.
- property name¶
Name for variable to access from.
- property norm¶
???
- property vmax¶
Limit the colormap or axes to this upper-bound value.
- property vmin¶
Limit the colormap or axes to this lower-bound value.