Adhered to checkstyle requirements.

Author: AzeezIsh

tests/test_inclusive.py

@@ -2,7 +2,8 @@
 
 import arrayfire_wrapper.dtypes as dtype
 import arrayfire_wrapper.lib as wrapper
-from tests.utility_functions import check_type_supported, get_all_types, get_float_types, get_real_types
+from tests.utility_functions import check_type_supported, get_all_types, get_real_types
+
 
 @pytest.mark.parametrize(
     "shape",
@@ -24,6 +25,7 @@ def test_accum_shape_dtypes(shape: tuple, dtype_name: dtype.Dtype) -> None:
     result = wrapper.accum(values, 0)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for shape: {shape}"  # noqa
 
+
 @pytest.mark.parametrize(
     "dim",
     [
@@ -39,6 +41,8 @@ def test_accum_dims(dim: int) -> None:
     values = wrapper.randu(shape, dtype.f32)
     result = wrapper.accum(values, dim)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for shape: {shape}"  # noqa
+
+
 @pytest.mark.parametrize(
     "invdim",
     [
@@ -54,6 +58,7 @@ def test_accum_invdims(invdim: int) -> None:
         result = wrapper.accum(values, invdim)
         assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for shape: {shape}"  # noqa
 
+
 @pytest.mark.parametrize(
     "shape",
     [
@@ -74,6 +79,7 @@ def test_scan_shape_dtypes(shape: tuple, dtype_name: dtype.Dtype) -> None:
     result = wrapper.scan(values, 0, wrapper.BinaryOperator.ADD, True)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for shape: {shape}, dtype {dtype_name}"  # noqa
 
+
 @pytest.mark.parametrize(
     "dim",
     [
@@ -89,6 +95,8 @@ def test_scan_dims(dim: int) -> None:
     values = wrapper.randu(shape, dtype.f32)
     result = wrapper.scan(values, dim, wrapper.BinaryOperator.ADD, True)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for dimension: {dim}"  # noqa
+
+
 @pytest.mark.parametrize(
     "invdim",
     [
@@ -103,6 +111,8 @@ def test_scan_invdims(invdim: int) -> None:
         values = wrapper.randu(shape, dtype.f32)
         result = wrapper.scan(values, invdim, wrapper.BinaryOperator.ADD, True)
         assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for shape: {shape}"  # noqa
+
+
 @pytest.mark.parametrize(
     "binaryOp",
     [
@@ -119,6 +129,7 @@ def test_scan_binaryOp(binaryOp: int) -> None:
     result = wrapper.scan(values, 0, wrapper.BinaryOperator(binaryOp), True)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for operation: {binaryOp}"  # noqa
 
+
 @pytest.mark.parametrize(
     "shape",
     [
@@ -133,12 +144,19 @@ def test_scan_binaryOp(binaryOp: int) -> None:
 def test_scan_by_key_shape_dtypes(shape: tuple, dtype_name: dtype.Dtype) -> None:
     """Test scan_by_key operation across all supported data types."""
     check_type_supported(dtype_name)
-    if dtype_name == dtype.f16 or dtype_name == dtype.f32 or dtype_name == dtype.uint16 or dtype_name == dtype.uint8 or dtype_name == dtype.int16:
+    if (
+        dtype_name == dtype.f16
+        or dtype_name == dtype.f32
+        or dtype_name == dtype.uint16
+        or dtype_name == dtype.uint8
+        or dtype_name == dtype.int16
+    ):
         pytest.skip()
     values = wrapper.randu(shape, dtype_name)
     result = wrapper.scan_by_key(values, values, 0, wrapper.BinaryOperator.ADD, True)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for shape: {shape}, dtype {dtype_name}"  # noqa
 
+
 @pytest.mark.parametrize(
     "dim",
     [
@@ -155,6 +173,7 @@ def test_scan_by_key_dims(dim: int) -> None:
     result = wrapper.scan_by_key(values, values, dim, wrapper.BinaryOperator.ADD, True)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for dimension: {dim}"  # noqa
 
+
 @pytest.mark.parametrize(
     "invdim",
     [
@@ -169,6 +188,8 @@ def test_scan_by_key_invdims(invdim: int) -> None:
         values = wrapper.randu(shape, dtype.int32)
         result = wrapper.scan_by_key(values, values, invdim, wrapper.BinaryOperator.ADD, True)
         assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for shape: {shape}"  # noqa
+
+
 @pytest.mark.parametrize(
     "binaryOp",
     [
@@ -185,6 +206,7 @@ def test_scan_by_key_binaryOp(binaryOp: int) -> None:
     result = wrapper.scan_by_key(values, values, 0, wrapper.BinaryOperator(binaryOp), True)
     assert wrapper.get_dims(result)[0 : len(shape)] == shape, f"failed for operation: {binaryOp}"  # noqa
 
+
 @pytest.mark.parametrize(
     "shape",
     [