color_evolution module¶
Evolution of the variables by means of a color scale.
- class gemseo.post.dataset.color_evolution.ColorEvolution(dataset, variables=None, use_log=False, opacity=0.6, **options)[source]¶
Bases:
DatasetPlot
Evolution of the variables by means of a color scale.
Based on the matplotlib function
imshow()
.Tip
Use
colormap
to set a matplotlib colormap, e.g."seismic"
.- Parameters:
dataset (Dataset) – The dataset containing the data to plot.
variables (Iterable[str] | None) – The variables of interest If
None
, use all the variables.use_log (bool) –
Whether to use a symmetric logarithmic scale.
By default it is set to False.
opacity (float) –
The level of opacity (0 = transparent; 1 = opaque).
By default it is set to 0.6.
**options (bool | float | str | None) – The options for the matplotlib function
imshow()
.
- Raises:
ValueError – If the dataset is empty.
- class PlotEngine(value)¶
Bases:
StrEnum
An engine of plots.
- MATPLOTLIB = 'MatplotlibPlotFactory'¶
- PLOTLY = 'PlotlyPlotFactory'¶
- execute(save=True, show=False, file_path='', directory_path='', file_name='', file_format='png', file_name_suffix='', **engine_parameters)¶
Execute the post-processing.
- Parameters:
save (bool) –
Whether to save the plot.
By default it is set to True.
show (bool) –
Whether to display the plot.
By default it is set to False.
file_path (str | Path) –
The path of the file to save the figures. If empty, create a file path from
directory_path
,file_name
andfile_format
.By default it is set to “”.
directory_path (str | Path) –
The path of the directory to save the figures. If empty, use the current working directory.
By default it is set to “”.
file_name (str) –
The name of the file to save the figures. If empty, use a default one generated by the post-processing.
By default it is set to “”.
file_format (str) –
A file format, e.g. ‘png’, ‘pdf’, ‘svg’, …
By default it is set to “png”.
file_name_suffix (str) –
The suffix to be added to the file name.
By default it is set to “”.
**engine_parameters (Any) – The parameters specific to the plot engine.
- Returns:
The figures.
- Return type:
- DEFAULT_PLOT_ENGINE: ClassVar[PlotEngine] = 'MatplotlibPlotFactory'¶
The default engine of plots.
- FILE_FORMATS_TO_PLOT_ENGINES: ClassVar[dict[str, PlotEngine]] = {'html': PlotEngine.PLOTLY}¶
The file formats bound to the engines of plots.
The method
execute()
uses this dictionary to select the engine of plots associated with itsfile_format
argument. If missing, the method uses theDEFAULT_PLOT_ENGINE
.
- property color: str | list[str]¶
The color.
Either a global one or one per item if
n_items
is non-zero. If empty, use a default one.
- property fig_size: FigSizeType¶
The figure size.
- property linestyle: str | Sequence[str]¶
The line style.
Either a global one or one per item if
n_items
is non-zero. If empty, use a default one.