Fix: array comparison

nada_numpy/array.py

@@ -20,7 +20,6 @@
                               public_rational, rational, secret_rational, sign)
 from nada_numpy.utils import copy_metadata
 
-
 class NadaArray:  # pylint:disable=too-many-public-methods
     """
     Represents an array-like object with additional functionality.
@@ -424,9 +423,8 @@ def __comparison_operator(
         if isinstance(value, np.ndarray):
             if len(self.inner) != len(value):
                 raise ValueError("Arrays must have the same length")
-            return NadaArray(
-                np.array([operator(x, y) for x, y in zip(self.inner, value)])
-            )
+            vectorized_operator = np.vectorize(operator)
+            return NadaArray(vectorized_operator(self.inner, value))
 
         raise ValueError(f"Unsupported type: {type(value)}")
 

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "nada-numpy"
-version = "0.4.1"
+version = "0.4.2"
 description = "Nada-Numpy is a Python library designed for algebraic operations on NumPy-like array objects on top of Nada DSL and Nillion Network."
 authors = ["José Cabrero-Holgueras <[email protected]>"]
 readme = "README.md"

tests/nada-tests/src/array_comparison.py

@@ -10,8 +10,8 @@
 def nada_main():
     parties = na.parties(2)
 
-    a = na.array([3], parties[0], "A", SecretInteger)
-    b = na.array([3], parties[1], "B", SecretInteger)
+    a = na.array([1, 3], parties[0], "A", SecretInteger)
+    b = na.array([1, 3], parties[1], "B", SecretInteger)
     c = Integer(1)
 
     d = a == b

tests/nada-tests/tests/array_comparison.yaml

@@ -1,99 +1,99 @@
 ---
 program: array_comparison
 inputs:
-  A_0:
+  A_0_0:
     SecretInteger: "1"
-  A_1:
+  A_0_1:
     SecretInteger: "100"
-  A_2:
+  A_0_2:
     SecretInteger: "0"
-  B_0:
+  B_0_0:
     SecretInteger: "8"
-  B_1:
+  B_0_1:
     SecretInteger: "101"
-  B_2:
+  B_0_2:
     SecretInteger: "0"
 expected_outputs:
-  my_output_1_0:
+  my_output_1_0_0:
     SecretBoolean: false
-  my_output_1_1:
+  my_output_1_0_1:
     SecretBoolean: false
-  my_output_1_2:
+  my_output_1_0_2:
     SecretBoolean: true
 
-  my_output_2_0:
+  my_output_2_0_0:
     SecretBoolean: true
-  my_output_2_1:
+  my_output_2_0_1:
     SecretBoolean: false
-  my_output_2_2:
+  my_output_2_0_2:
     SecretBoolean: false
 
-  my_output_3_0:
+  my_output_3_0_0:
     SecretBoolean: true
-  my_output_3_1:
+  my_output_3_0_1:
     SecretBoolean: true
-  my_output_3_2:
+  my_output_3_0_2:
     SecretBoolean: false
 
-  my_output_4_0:
+  my_output_4_0_0:
     SecretBoolean: false
-  my_output_4_1:
+  my_output_4_0_1:
     SecretBoolean: true
-  my_output_4_2:
+  my_output_4_0_2:
     SecretBoolean: true
 
-  my_output_5_0:
+  my_output_5_0_0:
     SecretBoolean: true
-  my_output_5_1:
+  my_output_5_0_1:
     SecretBoolean: true
-  my_output_5_2:
+  my_output_5_0_2:
     SecretBoolean: false
 
-  my_output_6_0:
+  my_output_6_0_0:
     SecretBoolean: false
-  my_output_6_1:
+  my_output_6_0_1:
     SecretBoolean: false
-  my_output_6_2:
+  my_output_6_0_2:
     SecretBoolean: true
 
-  my_output_7_0:
+  my_output_7_0_0:
     SecretBoolean: true
-  my_output_7_1:
+  my_output_7_0_1:
     SecretBoolean: true
-  my_output_7_2:
+  my_output_7_0_2:
     SecretBoolean: true
 
-  my_output_8_0:
+  my_output_8_0_0:
     SecretBoolean: true
-  my_output_8_1:
+  my_output_8_0_1:
     SecretBoolean: false
-  my_output_8_2:
+  my_output_8_0_2:
     SecretBoolean: true
 
-  my_output_9_0:
+  my_output_9_0_0:
     SecretBoolean: false
-  my_output_9_1:
+  my_output_9_0_1:
     SecretBoolean: false
-  my_output_9_2:
+  my_output_9_0_2:
     SecretBoolean: false
 
-  my_output_10_0:
+  my_output_10_0_0:
     SecretBoolean: false
-  my_output_10_1:
+  my_output_10_0_1:
     SecretBoolean: true
-  my_output_10_2:
+  my_output_10_0_2:
     SecretBoolean: false
 
-  my_output_11_0:
+  my_output_11_0_0:
     SecretBoolean: false
-  my_output_11_1:
+  my_output_11_0_1:
     SecretBoolean: false
-  my_output_11_2:
+  my_output_11_0_2:
     SecretBoolean: true
 
-  my_output_12_0:
+  my_output_12_0_0:
     SecretBoolean: true
-  my_output_12_1:
+  my_output_12_0_1:
     SecretBoolean: true
-  my_output_12_2:
+  my_output_12_0_2:
     SecretBoolean: false