Adds flexibility to what fields are displayed from a model

RATapi/classlist.py

@@ -57,10 +57,42 @@ def __init__(self, init_list: Union[Sequence[T], T] = None, name_field: str = "n
         super().__init__(init_list)
 
     def __str__(self):
+        # `display_fields` gives more control over the items displayed from the list if available
+        if not self.data:
+            return str([])
         try:
-            [model.__dict__ for model in self.data]
+            model_display_fields = [model.display_fields for model in self.data]
+            # get all items included in at least one list
+            # the list comprehension ensures they are in the order that they're in in the model
+            required_fields = list(set().union(*model_display_fields))
+            table_fields = ["index"] + [i for i in list(self.data[0].__dict__) if i in required_fields]
         except AttributeError:
-            output = str(self.data)
+            try:
+                model_display_fields = [model.__dict__ for model in self.data]
+                table_fields = ["index"] + list(self.data[0].__dict__)
+            except AttributeError:
+                return str(self.data)
+
+        if any(model_display_fields):
+            table = prettytable.PrettyTable()
+            table.field_names = [field.replace("_", " ") for field in table_fields]
+            rows = []
+            for index, model in enumerate(self.data):
+                row = [index]
+                for field in table_fields[1:]:
+                    value = getattr(model, field, "")
+                    if isinstance(value, np.ndarray):
+                        value = (
+                            f"{'Data array: [' + ' x '.join(str(i) for i in value.shape) if value.size > 0 else '['}]"
+                        )
+                    elif field == "model":
+                        value = "\n".join(str(element) for element in value)
+                    else:
+                        value = str(value)
+                    row.append(value)
+                rows.append(row)
+            table.add_rows(rows)
+            output = table.get_string()
         else:
             if any(model.__dict__ for model in self.data):
                 table = prettytable.PrettyTable()

RATapi/models.py

@@ -40,10 +40,15 @@ def __repr__(self):
 
     def __str__(self):
         table = prettytable.PrettyTable()
-        table.field_names = [key.replace("_", " ") for key in self.__dict__]
-        table.add_row(list(self.__dict__.values()))
+        table.field_names = [key.replace("_", " ") for key in self.display_fields]
+        table.add_row(list(self.display_fields.values()))
         return table.get_string()
 
+    @property
+    def display_fields(self) -> dict:
+        """A dictionary of which fields should be displayed by this model and their values."""
+        return self.__dict__
+
 
 class Signal(RATModel):
     """Base model for background & resolution signals."""
@@ -67,6 +72,16 @@ def __setattr__(self, name, value):
 
         super().__setattr__(name, value)
 
+    @property
+    def display_fields(self) -> dict:
+        visible_fields = ["name", "type", "source"]
+        if self.type != TypeOptions.Constant:
+            visible_fields.append("value_1")
+        if self.type == TypeOptions.Function:
+            visible_fields.extend(["value_2", "value_3", "value_4", "value_5"])
+
+        return {f: getattr(self, f) for f in visible_fields}
+
 
 class Background(Signal):
     """A background signal.
@@ -525,6 +540,8 @@ class Parameter(RATModel):
     mu: float = 0.0
     sigma: float = np.inf
 
+    show_priors: bool = False
+
     @model_validator(mode="after")
     def check_min_max(self) -> "Parameter":
         """The maximum value of a parameter must be greater than the minimum."""
@@ -539,6 +556,16 @@ def check_value_in_range(self) -> "Parameter":
             raise ValueError(f"value {self.value} is not within the defined range: {self.min} <= value <= {self.max}")
         return self
 
+    @property
+    def display_fields(self) -> dict:
+        visible_fields = ["name", "min", "value", "max", "fit"]
+        if self.show_priors:
+            visible_fields.append("prior_type")
+            if self.prior_type == Priors.Gaussian:
+                visible_fields.extend(["mu", "sigma"])
+
+        return {f: getattr(self, f) for f in visible_fields}
+
 
 class ProtectedParameter(Parameter):
     """A Parameter with a fixed name."""

RATapi/project.py

@@ -713,6 +713,30 @@ def get_contrast_model_field(self):
             model_field = "custom_files"
         return model_field
 
+    def set_prior_visibility(self, priors_visible: bool):
+        """Set whether priors are visible or invisible for all parameters.
+
+        Parameters
+        ----------
+        priors_visible : bool
+            Whether priors should be shown.
+
+        """
+        for classlist_name in parameter_class_lists:
+            classlist = getattr(self, classlist_name)
+            for i in range(0, len(classlist)):
+                classlist[i].show_priors = priors_visible
+
+    def show_priors(self):
+        """Show priors for all parameters in the model."""
+        # convenience function from set_prior_visibility
+        self.set_prior_visibility(True)
+
+    def hide_priors(self):
+        """Hide priors for all parameters in the model."""
+        # convenience function from set_prior_visibility
+        self.set_prior_visibility(False)
+
     def write_script(self, obj_name: str = "problem", script: str = "project_script.py"):
         """Write a python script that can be run to reproduce this project object.
 

tests/test_classlist.py

@@ -7,6 +7,7 @@
 from collections.abc import Iterable, Sequence
 from typing import Any, Union
 
+import prettytable
 import pytest
 
 from RATapi.classlist import ClassList
@@ -44,6 +45,23 @@ def three_name_class_list():
     return ClassList([InputAttributes(name="Alice"), InputAttributes(name="Bob"), InputAttributes(name="Eve")])
 
 
+class DisplayFieldsClass:
+    """A classlist with four attributes and a display_fields property."""
+
+    def __init__(self, display_range):
+        self.a = 1
+        self.b = 2
+        self.c = 3
+        self.d = 4
+
+        self.display_range = display_range
+
+    @property
+    def display_fields(self):
+        fields = ["a", "b", "c", "d"][self.display_range[0] : self.display_range[1]]
+        return {f: getattr(self, f) for f in fields}
+
+
 class TestInitialisation:
     @pytest.mark.parametrize(
         "input_object",
@@ -174,6 +192,26 @@ def test_str_empty_classlist() -> None:
     assert str(ClassList()) == str([])
 
 
+@pytest.mark.parametrize(
+    "display_ranges, expected_header",
+    (
+        ([(1, 3), (1, 3), (1, 3)], ["b", "c"]),
+        ([(1, 2), (0, 4), (2, 3)], ["a", "b", "c", "d"]),
+        ([(0, 2), (0, 1), (2, 3)], ["a", "b", "c"]),
+    ),
+)
+def test_str_display_fields(display_ranges, expected_header):
+    """If a class has the `display_fields` property, the ClassList should print with the minimal required attributes."""
+    class_list = ClassList([DisplayFieldsClass(dr) for dr in display_ranges])
+    expected_table = prettytable.PrettyTable()
+    expected_table.field_names = ["index"] + expected_header
+    expected_vals = {"a": 1, "b": 2, "c": 3, "d": 4}
+    row = [expected_vals[v] for v in expected_header]
+    expected_table.add_rows([[0] + row, [1] + row, [2] + row])
+
+    assert str(class_list) == expected_table.get_string()
+
+
 @pytest.mark.parametrize(
     ["new_item", "expected_classlist"],
     [

tests/test_project.py

@@ -80,53 +80,53 @@ def default_project_str():
         "Geometry: ------------------------------------------------------------------------------------------\n\n"
         "air/substrate\n\n"
         "Parameters: ----------------------------------------------------------------------------------------\n\n"
-        "+-------+---------------------+-----+-------+-----+------+------------+-----+-------+\n"
-        "| index |         name        | min | value | max | fit  | prior type |  mu | sigma |\n"
-        "+-------+---------------------+-----+-------+-----+------+------------+-----+-------+\n"
-        "|   0   | Substrate Roughness | 1.0 |  3.0  | 5.0 | True |  uniform   | 0.0 |  inf  |\n"
-        "+-------+---------------------+-----+-------+-----+------+------------+-----+-------+\n\n"
+        "+-------+---------------------+-----+-------+-----+------+\n"
+        "| index |         name        | min | value | max | fit  |\n"
+        "+-------+---------------------+-----+-------+-----+------+\n"
+        "|   0   | Substrate Roughness | 1.0 |  3.0  | 5.0 | True |\n"
+        "+-------+---------------------+-----+-------+-----+------+\n\n"
         "Bulk In: -------------------------------------------------------------------------------------------\n\n"
-        "+-------+---------+-----+-------+-----+-------+------------+-----+-------+\n"
-        "| index |   name  | min | value | max |  fit  | prior type |  mu | sigma |\n"
-        "+-------+---------+-----+-------+-----+-------+------------+-----+-------+\n"
-        "|   0   | SLD Air | 0.0 |  0.0  | 0.0 | False |  uniform   | 0.0 |  inf  |\n"
-        "+-------+---------+-----+-------+-----+-------+------------+-----+-------+\n\n"
+        "+-------+---------+-----+-------+-----+-------+\n"
+        "| index |   name  | min | value | max |  fit  |\n"
+        "+-------+---------+-----+-------+-----+-------+\n"
+        "|   0   | SLD Air | 0.0 |  0.0  | 0.0 | False |\n"
+        "+-------+---------+-----+-------+-----+-------+\n\n"
         "Bulk Out: ------------------------------------------------------------------------------------------\n\n"
-        "+-------+---------+---------+----------+----------+-------+------------+-----+-------+\n"
-        "| index |   name  |   min   |  value   |   max    |  fit  | prior type |  mu | sigma |\n"
-        "+-------+---------+---------+----------+----------+-------+------------+-----+-------+\n"
-        "|   0   | SLD D2O | 6.2e-06 | 6.35e-06 | 6.35e-06 | False |  uniform   | 0.0 |  inf  |\n"
-        "+-------+---------+---------+----------+----------+-------+------------+-----+-------+\n\n"
+        "+-------+---------+---------+----------+----------+-------+\n"
+        "| index |   name  |   min   |  value   |   max    |  fit  |\n"
+        "+-------+---------+---------+----------+----------+-------+\n"
+        "|   0   | SLD D2O | 6.2e-06 | 6.35e-06 | 6.35e-06 | False |\n"
+        "+-------+---------+---------+----------+----------+-------+\n\n"
         "Scalefactors: --------------------------------------------------------------------------------------\n\n"
-        "+-------+---------------+------+-------+------+-------+------------+-----+-------+\n"
-        "| index |      name     | min  | value | max  |  fit  | prior type |  mu | sigma |\n"
-        "+-------+---------------+------+-------+------+-------+------------+-----+-------+\n"
-        "|   0   | Scalefactor 1 | 0.02 |  0.23 | 0.25 | False |  uniform   | 0.0 |  inf  |\n"
-        "+-------+---------------+------+-------+------+-------+------------+-----+-------+\n\n"
+        "+-------+---------------+------+-------+------+-------+\n"
+        "| index |      name     | min  | value | max  |  fit  |\n"
+        "+-------+---------------+------+-------+------+-------+\n"
+        "|   0   | Scalefactor 1 | 0.02 |  0.23 | 0.25 | False |\n"
+        "+-------+---------------+------+-------+------+-------+\n\n"
         "Background Parameters: -----------------------------------------------------------------------------\n\n"
-        "+-------+--------------------+-------+-------+-------+-------+------------+-----+-------+\n"
-        "| index |        name        |  min  | value |  max  |  fit  | prior type |  mu | sigma |\n"
-        "+-------+--------------------+-------+-------+-------+-------+------------+-----+-------+\n"
-        "|   0   | Background Param 1 | 1e-07 | 1e-06 | 1e-05 | False |  uniform   | 0.0 |  inf  |\n"
-        "+-------+--------------------+-------+-------+-------+-------+------------+-----+-------+\n\n"
+        "+-------+--------------------+-------+-------+-------+-------+\n"
+        "| index |        name        |  min  | value |  max  |  fit  |\n"
+        "+-------+--------------------+-------+-------+-------+-------+\n"
+        "|   0   | Background Param 1 | 1e-07 | 1e-06 | 1e-05 | False |\n"
+        "+-------+--------------------+-------+-------+-------+-------+\n\n"
         "Backgrounds: ---------------------------------------------------------------------------------------\n\n"
-        "+-------+--------------+----------+--------------------+---------+---------+---------+---------+---------+\n"
-        "| index |     name     |   type   |       source       | value 1 | value 2 | value 3 | value 4 | value 5 |\n"
-        "+-------+--------------+----------+--------------------+---------+---------+---------+---------+---------+\n"
-        "|   0   | Background 1 | constant | Background Param 1 |         |         |         |         |         |\n"
-        "+-------+--------------+----------+--------------------+---------+---------+---------+---------+---------+\n\n"
+        "+-------+--------------+----------+--------------------+\n"
+        "| index |     name     |   type   |       source       |\n"
+        "+-------+--------------+----------+--------------------+\n"
+        "|   0   | Background 1 | constant | Background Param 1 |\n"
+        "+-------+--------------+----------+--------------------+\n\n"
         "Resolution Parameters: -----------------------------------------------------------------------------\n\n"
-        "+-------+--------------------+------+-------+------+-------+------------+-----+-------+\n"
-        "| index |        name        | min  | value | max  |  fit  | prior type |  mu | sigma |\n"
-        "+-------+--------------------+------+-------+------+-------+------------+-----+-------+\n"
-        "|   0   | Resolution Param 1 | 0.01 |  0.03 | 0.05 | False |  uniform   | 0.0 |  inf  |\n"
-        "+-------+--------------------+------+-------+------+-------+------------+-----+-------+\n\n"
+        "+-------+--------------------+------+-------+------+-------+\n"
+        "| index |        name        | min  | value | max  |  fit  |\n"
+        "+-------+--------------------+------+-------+------+-------+\n"
+        "|   0   | Resolution Param 1 | 0.01 |  0.03 | 0.05 | False |\n"
+        "+-------+--------------------+------+-------+------+-------+\n\n"
         "Resolutions: ---------------------------------------------------------------------------------------\n\n"
-        "+-------+--------------+----------+--------------------+---------+---------+---------+---------+---------+\n"
-        "| index |     name     |   type   |       source       | value 1 | value 2 | value 3 | value 4 | value 5 |\n"
-        "+-------+--------------+----------+--------------------+---------+---------+---------+---------+---------+\n"
-        "|   0   | Resolution 1 | constant | Resolution Param 1 |         |         |         |         |         |\n"
-        "+-------+--------------+----------+--------------------+---------+---------+---------+---------+---------+\n\n"
+        "+-------+--------------+----------+--------------------+\n"
+        "| index |     name     |   type   |       source       |\n"
+        "+-------+--------------+----------+--------------------+\n"
+        "|   0   | Resolution 1 | constant | Resolution Param 1 |\n"
+        "+-------+--------------+----------+--------------------+\n\n"
         "Data: ----------------------------------------------------------------------------------------------\n\n"
         "+-------+------------+------+------------+------------------+\n"
         "| index |    name    | data | data range | simulation range |\n"