Accept list of variables in probleminstance

pycona/active_algorithms/gquacq.py

@@ -43,7 +43,8 @@ def learn(self, instance: ProblemInstance, oracle: Oracle = UserOracle(), verbos
         """
         if X is None:
             X = instance.X
-        assert isinstance(X, list) and set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a list of variables"
+        assert isinstance(X, list), "When using .learn(), set parameter X must be a list of variables. Instead got: {}".format(X)
+        assert set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a subset of the problem instance variables. Instead got: {}".format(X)
 
         self.env.init_state(instance, oracle, verbose, metrics)
 

pycona/active_algorithms/growacq.py

@@ -40,7 +40,8 @@ def learn(self, instance: ProblemInstance, oracle: Oracle = UserOracle(), verbos
         """
         if X is None:
             X = instance.X
-        assert isinstance(X, list) and set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a list of variables"
+        assert isinstance(X, list), "When using .learn(), set parameter X must be a list of variables. Instead got: {}".format(X)
+        assert set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a subset of the problem instance variables. Instead got: {}".format(X)
 
         self.env.init_state(instance, oracle, verbose, metrics)
 

pycona/active_algorithms/mquacq.py

@@ -34,7 +34,8 @@ def learn(self, instance: ProblemInstance, oracle: Oracle = UserOracle(), verbos
         """
         if X is None:
             X = instance.X
-        assert isinstance(X, list) and set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a list of variables"
+        assert isinstance(X, list), "When using .learn(), set parameter X must be a list of variables. Instead got: {}".format(X)
+        assert set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a subset of the problem instance variables. Instead got: {}".format(X)
 
         self.env.init_state(instance, oracle, verbose, metrics)
 

pycona/active_algorithms/mquacq2.py

@@ -44,7 +44,8 @@ def learn(self, instance: ProblemInstance, oracle: Oracle = UserOracle(), verbos
         """
         if X is None:
             X = instance.X
-        assert isinstance(X, list) and set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a list of variables"
+        assert isinstance(X, list), "When using .learn(), set parameter X must be a list of variables. Instead got: {}".format(X)
+        assert set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a subset of the problem instance variables. Instead got: {}".format(X)
 
         self.env.init_state(instance, oracle, verbose, metrics)
 

pycona/active_algorithms/pquacq.py

@@ -38,7 +38,8 @@ def learn(self, instance: ProblemInstance, oracle: Oracle = UserOracle(), verbos
         """
         if X is None:
             X = instance.X
-        assert isinstance(X, list) and set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a list of variables"
+        assert isinstance(X, list), "When using .learn(), set parameter X must be a list of variables. Instead got: {}".format(X)
+        assert set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a subset of the problem instance variables. Instead got: {}".format(X)
 
         self.env.init_state(instance, oracle, verbose, metrics)
 

pycona/active_algorithms/quacq.py

@@ -34,7 +34,8 @@ def learn(self, instance: ProblemInstance, oracle: Oracle = UserOracle(), verbos
         """
         if X is None:
             X = instance.X
-        assert isinstance(X, list) and set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a list of variables"
+        assert isinstance(X, list), "When using .learn(), set parameter X must be a list of variables. Instead got: {}".format(X)
+        assert set(X).issubset(set(instance.X)), "When using .learn(), set parameter X must be a subset of the problem instance variables. Instead got: {}".format(X)
 
         self.env.init_state(instance, oracle, verbose, metrics)
 

pycona/problem_instance/problem_instance.py

@@ -123,7 +123,11 @@ def variables(self, vars):
         """
         self._variables = vars
         if vars is not None:
-            self.X = list(self._variables.flatten())
+            if isinstance(vars, NDVarArray):
+                self.X = list(self._variables.flatten())
+            else:
+                self.X = vars
+                self._variables = cp.cpm_array(vars)
 
     @property
     def X(self):

pycona/utils.py

@@ -322,8 +322,9 @@ def get_var_name(var):
     :return: The name of the variable without its indices.
     """
     name = re.findall(r"\[\d+[,\d+]*\]", var.name)
-    name = var.name.replace(name[0], '')
-    return name
+    if name:  # Check if we found any indices
+        return var.name.replace(name[0], '')
+    return var.name  # Return original name if no indices found
 
 
 def get_var_ndims(var):
@@ -344,9 +345,11 @@ def get_var_dims(var):
     Get the dimensions of a variable.
 
     :param var: The variable.
-    :return: The dimensions of the variable.
+    :return: The dimensions of the variable. Returns empty list if variable has no indices.
     """
     dims = re.findall(r"\[\d+[,\d+]*\]", var.name)
+    if not dims:  # If no indices found
+        return []
     dims_str = "".join(dims)
     dims = re.split(r"[\[\]]", dims_str)[1]
     dims = [int(dim) for dim in re.split(",", dims)]
@@ -406,13 +409,18 @@ def get_variables_from_constraints(constraints):
     :param constraints: List of constraints.
     :return: List of variables involved in the constraints.
     """
-
     # Create set to hold unique variables
     variable_set = set()
     for constraint in constraints:
         variable_set.update(get_variables(constraint))
 
-    extract_nums = lambda s: list(map(int, s.name[s.name.index("[") + 1:s.name.index("]")].split(',')))
+    def extract_nums(s):
+        dims = re.findall(r"\[\d+[,\d+]*\]", s.name)
+        if not dims:
+            return [0]  # Default value for variables without indices
+        dims_str = "".join(dims)
+        dims = re.split(r"[\[\]]", dims_str)[1]
+        return [int(dim) for dim in re.split(",", dims)]
 
     variable_list = sorted(variable_set, key=extract_nums)
     return variable_list