Corrects nSamples

Author: DrPaulSharp

RAT/controls.py

@@ -38,7 +38,7 @@ class Controls:
     propScale: float = 0.1
     nsTolerance: float = 0.1
     # Dream
-    nSamples: int = 2000
+    nSamples: int = 20000
     nChains: int = 10
     jumpProbability: float = 0.5
     pUnitGamma: float = 0.2
@@ -109,7 +109,7 @@ class Dream(Calculate):
     """Defines the additional fields for the Dream procedure."""
 
     procedure: Literal[Procedures.Dream] = Procedures.Dream
-    nSamples: int = Field(2000, ge=0)
+    nSamples: int = Field(20000, ge=0)
     nChains: int = Field(10, gt=0)
     jumpProbability: float = Field(0.5, gt=0.0, lt=1.0)
     pUnitGamma: float = Field(0.2, gt=0.0, lt=1.0)

tests/test_controls.py

@@ -479,7 +479,7 @@ def setup_class(self):
             ("resampleParams", [0.9, 50]),
             ("display", Display.Iter),
             ("procedure", Procedures.Dream),
-            ("nSamples", 2000),
+            ("nSamples", 20000),
             ("nChains", 10),
             ("jumpProbability", 0.5),
             ("pUnitGamma", 0.2),
@@ -570,7 +570,7 @@ def test_control_class_dream_repr(self) -> None:
             "| calcSldDuringFit |   False   |\n"
             "|  resampleParams  | [0.9, 50] |\n"
             "|     display      |    iter   |\n"
-            "|     nSamples     |    2000   |\n"
+            "|     nSamples     |   20000   |\n"
             "|     nChains      |     10    |\n"
             "| jumpProbability  |    0.5    |\n"
             "|    pUnitGamma    |    0.2    |\n"

tests/test_inputs.py

@@ -488,7 +488,7 @@ def standard_layers_controls():
     controls.nMCMC = 0.0
     controls.propScale = 0.1
     controls.nsTolerance = 0.1
-    controls.nSamples = 2000
+    controls.nSamples = 20000
     controls.nChains = 10
     controls.jumpProbability = 0.5
     controls.pUnitGamma = 0.2
@@ -533,7 +533,7 @@ def custom_xy_controls():
     controls.nMCMC = 0.0
     controls.propScale = 0.1
     controls.nsTolerance = 0.1
-    controls.nSamples = 2000
+    controls.nSamples = 20000
     controls.nChains = 10
     controls.jumpProbability = 0.5
     controls.pUnitGamma = 0.2