autogalaxy.plot.GalaxyPlotter#

class GalaxyPlotter[source]#

Bases: Plotter

Plots the attributes of Galaxy objects using the matplotlib methods plot() and imshow() and many other matplotlib functions which customize the plot’s appearance.

The mat_plot_1d and mat_plot_2d attributes wrap matplotlib function calls to make the figure. By default, the settings passed to every matplotlib function called are those specified in the config/visualize/mat_wrap/*.ini files, but a user can manually input values into MatPlot2D to customize the figure’s appearance.

Overlaid on the figure are visuals, contained in the Visuals1D and Visuals2D objects. Attributes may be extracted from the MassProfile and plotted via the visuals object, if the corresponding entry is True in the Include1D or Include2D object or the config/visualize/include.ini file.

Parameters

  • galaxy (Galaxy) – The galaxy the plotter plots.

  • grid (Union[ndarray, Grid1D, Grid2D, Grid2DIterate, Grid2DIrregular]) – The 2D (y,x) grid of coordinates used to evaluate the galaxy’s light and mass quantities that are plotted.

  • mat_plot_1d (MatPlot1D) – Contains objects which wrap the matplotlib function calls that make 1D plots.

  • visuals_1d (Visuals1D) – Contains 1D visuals that can be overlaid on 1D plots.

  • include_1d (Include1D) – Specifies which attributes of the MassProfile are extracted and plotted as visuals for 1D plots.

  • mat_plot_2d (MatPlot2D) – Contains objects which wrap the matplotlib function calls that make 2D plots.

  • visuals_2d (Visuals2D) – Contains 2D visuals that can be overlaid on 2D plots.

  • include_2d (Include2D) – Specifies which attributes of the MassProfile are extracted and plotted as visuals for 2D plots.

Methods

close_subplot_figure

figures_1d

Plots the individual attributes of the plotter's Galaxy object in 1D, which are computed via the plotter's grid object.

figures_1d_decomposed

Plots the individual attributes of the plotter's Galaxy object in 1D, which are computed via the plotter's grid object.

figures_2d

Plots the individual attributes of the plotter's Galaxy object in 2D, which are computed via the plotter's 2D grid object.

get_subplot_figsize

Get the size of a sub plotter in (total_y_pixels, total_x_pixels), based on the number of subplots that are going to be plotted.

get_visuals_1d_light

rtype

Visuals1D

get_visuals_1d_mass

rtype

Visuals1D

get_visuals_2d

rtype

Visuals2D

light_profile_plotter_from

Returns a LightProfilePlotter given an input light profile, which is typically used for plotting the individual light profiles of the plotter's Galaxy (e.g.

mass_profile_plotter_from

Returns a MassProfilePlotter given an input mass profile, which is typically used for plotting the individual mass profiles of the plotter's Galaxy (e.g.

open_subplot_figure

Setup a figure for plotting an image.

set_filename

set_format

set_mat_plot_1d_for_multi_plot

set_mat_plots_for_subplot

set_title

subplot_of_light_profiles

Output a subplot of attributes of every individual light profile in 1D of the Galaxy object.

subplot_of_mass_profiles

Output a subplot of attributes of every individual mass profile in 1D of the Galaxy object.

subplot_of_plotters_figure

Attributes

decomposed_light_profile_plotter_list

decomposed_mass_profile_plotter_list

get_1d

get_2d

is_for_subplot

light_profile_plotter_from(light_profile, one_d_only=False)[source]#

Returns a LightProfilePlotter given an input light profile, which is typically used for plotting the individual light profiles of the plotter’s Galaxy (e.g. in the function figures_1d_decomposed).

Parameters

light_profile (LightProfile) – The light profile which is used to create the LightProfilePlotter.

Returns

An object that plots the light profiles, often used for plotting attributes of the galaxy.

Return type

LightProfilePlotter

mass_profile_plotter_from(mass_profile, one_d_only=False)[source]#

Returns a MassProfilePlotter given an input mass profile, which is typically used for plotting the individual mass profiles of the plotter’s Galaxy (e.g. in the function figures_1d_decomposed).

Parameters

mass_profile (MassProfile) – The mass profile which is used to create the MassProfilePlotter.

Returns

An object that plots the mass profiles, often used for plotting attributes of the galaxy.

Return type

MassProfilePlotter

figures_1d(image=False, convergence=False, potential=False)[source]#

Plots the individual attributes of the plotter’s Galaxy object in 1D, which are computed via the plotter’s grid object.

If the plotter has a 1D grid object this is used to evaluate each quantity. If it has a 2D grid, a 1D grid is computed from each light profile of the galaxy. This is performed by aligning a 1D grid with the major-axis of each light profile in projection, uniformly computing 1D values based on the 2D grid’s size and pixel-scale.

This means that the summed 1D profile of a galaxy’s quantity is the sum of each individual component aligned with the major-axis.

The API is such that every plottable attribute of the Galaxy object is an input parameter of type bool of the function, which if switched to True means that it is plotted.

Parameters

  • image (bool) – Whether to make a 1D plot (via plot) of the image.

  • convergence (bool) – Whether to make a 1D plot (via plot) of the convergence.

  • potential (bool) – Whether to make a 1D plot (via plot) of the potential.

figures_1d_decomposed(image=False, convergence=False, potential=False, legend_labels=None)[source]#

Plots the individual attributes of the plotter’s Galaxy object in 1D, which are computed via the plotter’s grid object.

This function makes a decomposed plot shows the 1D plot of the attribute for every light or mass profile in the galaxy, as well as their combined 1D plot.

If the plotter has a 1D grid object this is used to evaluate each quantity. If it has a 2D grid, a 1D grid is computed from each light profile of the galaxy. This is performed by aligning a 1D grid with the major-axis of each light profile in projection, uniformly computing 1D values based on the 2D grid’s size and pixel-scale.

This means that the summed 1D profile of a galaxy’s quantity is the sum of each individual component aligned with the major-axis.

The API is such that every plottable attribute of the Galaxy object is an input parameter of type bool of the function, which if switched to True means that it is plotted.

Parameters

  • image (bool) – Whether to make a 1D plot (via plot) of the image.

  • convergence (bool) – Whether to make a 1D plot (via imshow) of the convergence.

  • potential (bool) – Whether to make a 1D plot (via imshow) of the potential.

  • legend_labels (Optional[List[str]]) – Manually overrides the labels of the plot’s legend.

figures_2d(image=False, convergence=False, potential=False, deflections_y=False, deflections_x=False, magnification=False, contribution_map=False, title_suffix='', filename_suffix='')[source]#

Plots the individual attributes of the plotter’s Galaxy object in 2D, which are computed via the plotter’s 2D grid object.

The API is such that every plottable attribute of the Galaxy object is an input parameter of type bool of the function, which if switched to True means that it is plotted.

Parameters

  • image (bool) – Whether to make a 2D plot (via imshow) of the image.

  • convergence (bool) – Whether to make a 2D plot (via imshow) of the convergence.

  • potential (bool) – Whether to make a 2D plot (via imshow) of the potential.

  • deflections_y (bool) – Whether to make a 2D plot (via imshow) of the y component of the deflection angles.

  • deflections_x (bool) – Whether to make a 2D plot (via imshow) of the x component of the deflection angles.

  • magnification (bool) – Whether to make a 2D plot (via imshow) of the magnification.

  • contribution_map (bool) – Whether to make a 2D plot (via imshow) of the contribution map.

subplot_of_light_profiles(image=False)[source]#

Output a subplot of attributes of every individual light profile in 1D of the Galaxy object.

For example, a 1D plot showing how the image (e.g. luminosity) of each component varies radially outwards.

If the plotter has a 1D grid object this is used to evaluate each quantity. If it has a 2D grid, a 1D grid is computed from the light profile. This is performed by aligning a 1D grid with the major-axis of the light profile in projection, uniformly computing 1D values based on the 2D grid’s size and pixel-scale.

Parameters

image (bool) – Whether to make a 1D subplot (via plot) of the image.

subplot_of_mass_profiles(convergence=False, potential=False, deflections_y=False, deflections_x=False)[source]#

Output a subplot of attributes of every individual mass profile in 1D of the Galaxy object.

For example, a 1D plot showing how the convergence of each component varies radially outwards.

If the plotter has a 1D grid object this is used to evaluate each quantity. If it has a 2D grid, a 1D grid is computed from the light profile. This is performed by aligning a 1D grid with the major-axis of the light profile in projection, uniformly computing 1D values based on the 2D grid’s size and pixel-scale.

Parameters

  • image – Whether to make a 1D subplot (via plot) of the image.

  • convergence (bool) – Whether to make a 1D plot (via plot) of the convergence.

  • potential (bool) – Whether to make a 1D plot (via plot) of the potential.