Feature/dpie mass refactor

autogalaxy/config/priors/mass/total/dual_pseudo_isothermal_mass.yaml

@@ -0,0 +1,126 @@
+dPIEMass:
+  centre_0:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  centre_1:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  ell_comps_0:
+    type: TruncatedGaussian
+    mean: 0.0
+    sigma: 0.3
+    lower_limit: -1.0
+    upper_limit: 1.0
+    width_modifier:
+      type: Absolute
+      value: 0.2
+    limits:
+      lower: -1.0
+      upper: 1.0
+  ell_comps_1:
+    type: TruncatedGaussian
+    mean: 0.0
+    sigma: 0.3
+    lower_limit: -1.0
+    upper_limit: 1.0
+    width_modifier:
+      type: Absolute
+      value: 0.2
+    limits:
+      lower: -1.0
+      upper: 1.0
+  ra:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  rs:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  b0:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+dPIEMassSph:
+  centre_0:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  centre_1:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  ra:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  rs:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  b0:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf

autogalaxy/config/priors/mass/total/dual_pseudo_isothermal_potential.yaml

@@ -0,0 +1,126 @@
+dPIEPotential:
+  centre_0:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  centre_1:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  ell_comps_0:
+    type: TruncatedGaussian
+    mean: 0.0
+    sigma: 0.3
+    lower_limit: -1.0
+    upper_limit: 1.0
+    width_modifier:
+      type: Absolute
+      value: 0.2
+    limits:
+      lower: -1.0
+      upper: 1.0
+  ell_comps_1:
+    type: TruncatedGaussian
+    mean: 0.0
+    sigma: 0.3
+    lower_limit: -1.0
+    upper_limit: 1.0
+    width_modifier:
+      type: Absolute
+      value: 0.2
+    limits:
+      lower: -1.0
+      upper: 1.0
+  ra:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  rs:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  b0:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+dPIEPotentialSph:
+  centre_0:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  centre_1:
+    type: Gaussian
+    mean: 0.0
+    sigma: 0.1
+    width_modifier:
+      type: Absolute
+      value: 0.05
+    limits:
+      lower: -inf
+      upper: inf
+  ra:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  rs:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf
+  b0:
+    type: Uniform
+    lower_limit: 0.0
+    upper_limit: 10.0
+    width_modifier:
+      type: Relative
+      value: 0.25
+    limits:
+      lower: 0.0
+      upper: inf

autogalaxy/operate/image.py

@@ -195,6 +195,7 @@ def visibilities_from(
 
         return aa.Visibilities.zeros(shape_slim=(transformer.uv_wavelengths.shape[0],))
 
+
 class OperateImageList(OperateImage):
     """
     Packages methods which operate on the list of 2D images returned from the `image_2d_list_from` function of a light

autogalaxy/profiles/mass/__init__.py

@@ -1,11 +1,11 @@
 from .abstract.abstract import MassProfile
 from .point import PointMass, SMBH, SMBHBinary
 from .total import (
-    dPIEMD,
-    dPIEMDSph,
-    PIEMD,
-    dPIEP,
-    dPIEPSph,
+    dPIEMass,
+    dPIEMassSph,
+    PIEMass,
+    dPIEPotential,
+    dPIEPotentialSph,
     PowerLawCore,
     PowerLawCoreSph,
     PowerLawBroken,

autogalaxy/profiles/mass/total/__init__.py

@@ -1,5 +1,5 @@
-from .dual_pseudo_isothermal import dPIE, dPIESph
-from .pseudo_isothermal import PIEMD, dPIEMD, dPIEMDSph, dPIEP, dPIEPSph
+from .dual_pseudo_isothermal_potential import dPIEPotential, dPIEPotentialSph
+from .dual_pseudo_isothermal_mass import PIEMass, dPIEMass, dPIEMassSph
 from .isothermal import Isothermal, IsothermalSph
 from .isothermal_core import IsothermalCore, IsothermalCoreSph
 from .power_law import PowerLaw, PowerLawSph