Remove non-standard __dot__ and __rdot__

Author: ricardoV94

pytensor/sparse/basic.py

@@ -375,17 +375,12 @@ def __gt__(self, other):
     def __ge__(self, other):
         return ge(self, other)
 
-    def __dot__(left, right):
-        return structured_dot(left, right)
-
-    def __rdot__(right, left):
-        return structured_dot(left, right)
+    def dot(self, other):
+        return structured_dot(self, other)
 
     def sum(self, axis=None, sparse_grad=False):
         return sp_sum(self, axis=axis, sparse_grad=sparse_grad)
 
-    dot = __dot__
-
     def toarray(self):
         return dense_from_sparse(self)
 

pytensor/tensor/variable.py

@@ -640,13 +640,8 @@ def dtype(self):
         """The dtype of this tensor."""
         return self.type.dtype
 
-    def __dot__(left, right):
-        return at.math.dense_dot(left, right)
-
-    def __rdot__(right, left):
-        return at.math.dense_dot(left, right)
-
-    dot = __dot__
+    def dot(self, other):
+        return at.math_dense_dot(self, other)
 
     def __matmul__(left, right):
         return at.math.matmul(left, right)

tests/tensor/test_variable.py

@@ -75,7 +75,7 @@ def test_numpy_method(fct, value):
     utt.assert_allclose(np.nan_to_num(f(value)), np.nan_to_num(fct(value)))
 
 
-def test_infix_dot_method():
+def test_dot_method():
     X = dmatrix("X")
     y = dvector("y")