feat: use tight_layout wrapper for PYAUTO_FAST_PLOTS support

autolens/imaging/plot/fit_imaging_plots.py

@@ -8,7 +8,7 @@
 
 from autogalaxy.plot.plot_utils import plot_array
 from autoarray.plot.array import _zoom_array_2d
-from autoarray.plot.utils import save_figure, hide_unused_axes, conf_subplot_figsize
+from autoarray.plot.utils import save_figure, hide_unused_axes, conf_subplot_figsize, tight_layout
 from autoarray.plot.utils import numpy_lines as _to_lines
 from autoarray.inversion.mappers.abstract import Mapper
 from autoarray.inversion.plot.mapper_plots import plot_mapper
@@ -320,7 +320,7 @@ def subplot_fit(
                        vmax=source_vmax)
 
     hide_unused_axes(axes_flat)
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename=f"fit{plane_index_tag}", format=output_format)
 
 
@@ -384,7 +384,7 @@ def subplot_fit_x1_plane(
     plot_array(array=norm_resid, ax=axes_flat[5], title="Normalized Residual Map",
                colormap=colormap, vmin=-_abs_max, vmax=_abs_max, cb_unit=r"$\sigma$")
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit_x1_plane", format=output_format)
 
 
@@ -508,7 +508,7 @@ def subplot_fit_log10(
                        lines=source_plane_lines, line_colors=source_plane_line_colors,
                        vmax=source_vmax)
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename=f"fit_log10{plane_index_tag}", format=output_format)
 
 
@@ -569,7 +569,7 @@ def subplot_fit_log10_x1_plane(
     plot_array(array=fit.chi_squared_map, ax=axes_flat[5], title="Chi-Squared Map",
                colormap=colormap, use_log10=True, cb_unit=r"$\chi^2$")
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit_log10", format=output_format)
 
 
@@ -637,7 +637,7 @@ def subplot_of_planes(
 
         _plot_source_plane(fit, axes_flat[3], pidx, colormap=colormap)
 
-        plt.tight_layout()
+        tight_layout()
         save_figure(fig, path=output_path, filename=f"fit_of_plane_{pidx}", format=output_format)
 
 
@@ -762,7 +762,7 @@ def subplot_tracer_from_fit(
     plot_array(array=magnification, ax=axes_flat[8], title="Magnification",
                colormap=colormap)
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="tracer", format=output_format)
 
 
@@ -844,7 +844,7 @@ def subplot_fit_combined(
         plot_array(array=fit.normalized_residual_map, ax=row_axes[5],
                    title="Normalized Residual Map", colormap=colormap, cb_unit=r"$\sigma$")
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit_combined", format=output_format)
 
 
@@ -920,7 +920,7 @@ def subplot_fit_combined_log10(
         plot_array(array=fit.normalized_residual_map, ax=row_axes[5],
                    title="Normalized Residual Map", colormap=colormap, cb_unit=r"$\sigma$")
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit_combined_log10", format=output_format)
 
 

autolens/interferometer/plot/fit_interferometer_plots.py

@@ -8,7 +8,7 @@
 
 from autogalaxy.plot.plot_utils import plot_array
 from autoarray.plot.yx import plot_yx
-from autoarray.plot.utils import save_figure, conf_subplot_figsize
+from autoarray.plot.utils import save_figure, conf_subplot_figsize, tight_layout
 from autoarray.plot.utils import numpy_lines as _to_lines
 from autoarray.inversion.mappers.abstract import Mapper
 from autoarray.inversion.plot.mapper_plots import plot_mapper
@@ -264,7 +264,7 @@ def subplot_fit(
                        lines=source_plane_lines,
                        line_colors=source_plane_line_colors)
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit", format=output_format)
 
 
@@ -321,7 +321,7 @@ def subplot_fit_dirty_images(
     plot_array(array=fit.dirty_chi_squared_map, ax=axes_flat[5],
                title="Dirty Chi-Squared Map", colormap=colormap, cb_unit=r"$\chi^2$")
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit_dirty_images", format=output_format)
 
 
@@ -383,7 +383,7 @@ def subplot_fit_real_space(
                            title="Source Reconstruction",
                            lines=source_plane_lines, line_colors=source_plane_line_colors)
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit_real_space", format=output_format)
 
 
@@ -513,5 +513,5 @@ def subplot_tracer_from_fit(
     plot_array(array=magnification, ax=axes_flat[8], title="Magnification",
                colormap=colormap)
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="tracer", format=output_format)

autolens/lens/plot/sensitivity_plots.py

@@ -6,7 +6,7 @@
 import autoarray as aa
 
 from autogalaxy.plot.plot_utils import plot_array
-from autoarray.plot.utils import save_figure
+from autoarray.plot.utils import save_figure, tight_layout
 
 
 def subplot_tracer_images(
@@ -111,7 +111,7 @@ def subplot_tracer_images(
                title="Residual Map (Subhalo - No Subhalo)",
                colormap=colormap, use_log10=use_log10, lines=no_perturb_cc_lines)
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="lensed_images", format=output_format)
 
 
@@ -240,7 +240,7 @@ def subplot_sensitivity(
     except (TypeError, AttributeError):
         pass
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="sensitivity", format=output_format)
 
 
@@ -288,5 +288,5 @@ def subplot_figures_of_merit_grid(
     fig, ax = plt.subplots(1, 1, figsize=(7, 7))
     plot_array(array=figures_of_merit, ax=ax, title="Increase in Log Evidence",
                colormap=colormap)
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="sensitivity", format=output_format)

autolens/lens/plot/subhalo_plots.py

@@ -3,7 +3,7 @@
 from typing import Optional
 
 from autogalaxy.plot.plot_utils import plot_array
-from autoarray.plot.utils import save_figure
+from autoarray.plot.utils import save_figure, tight_layout
 from autolens.imaging.plot.fit_imaging_plots import _plot_source_plane
 
 
@@ -94,7 +94,7 @@ def subplot_detection_imaging(
         colormap=colormap,
     )
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="detection_imaging", format=output_format)
 
 
@@ -173,5 +173,5 @@ def subplot_detection_fits(
     _plot_source_plane(fit_imaging_with_subhalo, axes[1][2], plane_index=1,
                        colormap=colormap)
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="detection_fits", format=output_format)

autolens/lens/plot/tracer_plots.py

@@ -6,7 +6,7 @@
 import autogalaxy as ag
 
 from autogalaxy.plot.plot_utils import plot_array
-from autoarray.plot.utils import save_figure, hide_unused_axes, conf_subplot_figsize
+from autoarray.plot.utils import save_figure, hide_unused_axes, conf_subplot_figsize, tight_layout
 from autoarray.plot.utils import numpy_positions as _to_positions
 
 
@@ -187,7 +187,7 @@ def subplot_tracer(
                lines=image_plane_lines, line_colors=image_plane_line_colors, colormap=colormap)
 
     hide_unused_axes(axes_flat)
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="tracer", format=output_format)
 
 
@@ -241,7 +241,7 @@ def subplot_lensed_images(
             use_log10=use_log10,
         )
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="lensed_images", format=output_format)
 
 
@@ -328,7 +328,7 @@ def subplot_galaxies_images(
             )
             idx += 1
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="galaxies_images", format=output_format)
 
 

autolens/point/plot/fit_point_plots.py

@@ -2,7 +2,7 @@
 import numpy as np
 from typing import Optional
 
-from autoarray.plot.utils import save_figure, conf_subplot_figsize
+from autoarray.plot.utils import save_figure, conf_subplot_figsize, tight_layout
 
 
 def subplot_fit(
@@ -81,5 +81,5 @@ def subplot_fit(
             output_format=output_format,
         )
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="fit", format=output_format)

autolens/point/plot/point_dataset_plots.py

@@ -2,7 +2,7 @@
 import numpy as np
 from typing import Optional
 
-from autoarray.plot.utils import save_figure, conf_subplot_figsize
+from autoarray.plot.utils import save_figure, conf_subplot_figsize, tight_layout
 
 
 def subplot_dataset(
@@ -69,5 +69,5 @@ def subplot_dataset(
             output_format=output_format,
         )
 
-    plt.tight_layout()
+    tight_layout()
     save_figure(fig, path=output_path, filename="dataset_point", format=output_format)