1 files changed, 34 insertions, 34 deletions
diff --git a/docs/examples/userguide/numpy_tutorial/compute_memview.pyx b/docs/examples/userguide/numpy_tutorial/compute_memview.pyx
index d264e773a..166cd6df3 100644
--- a/docs/examples/userguide/numpy_tutorial/compute_memview.pyx
+++ b/docs/examples/userguide/numpy_tutorial/compute_memview.pyx
@@ -1,34 +1,34 @@
-import numpy as np
-
-DTYPE = np.intc
-
-
-cdef int clip(int a, int min_value, int max_value):
-    return min(max(a, min_value), max_value)
-
-
-def compute(int[:, :] array_1, int[:, :] array_2, int a, int b, int c):
-     
-    cdef Py_ssize_t x_max = array_1.shape[0]
-    cdef Py_ssize_t y_max = array_1.shape[1]
-
-    # array_1.shape is now a C array, no it's not possible
-    # to compare it simply by using == without a for-loop.
-    # To be able to compare it to array_2.shape easily,
-    # we convert them both to Python tuples.
-    assert tuple(array_1.shape) == tuple(array_2.shape)
-
-    result = np.zeros((x_max, y_max), dtype=DTYPE)
-    cdef int[:, :] result_view = result
-
-    cdef int tmp
-    cdef Py_ssize_t x, y
-
-    for x in range(x_max):
-        for y in range(y_max):
-
-            tmp = clip(array_1[x, y], 2, 10)
-            tmp = tmp * a + array_2[x, y] * b
-            result_view[x, y] = tmp + c
-
-    return result
+import numpy as np
+
+DTYPE = np.intc
+
+
+cdef int clip(int a, int min_value, int max_value):
+    return min(max(a, min_value), max_value)
+
+
+def compute(int[:, :] array_1, int[:, :] array_2, int a, int b, int c):
+
+    cdef Py_ssize_t x_max = array_1.shape[0]
+    cdef Py_ssize_t y_max = array_1.shape[1]
+
+    # array_1.shape is now a C array, no it's not possible
+    # to compare it simply by using == without a for-loop.
+    # To be able to compare it to array_2.shape easily,
+    # we convert them both to Python tuples.
+    assert tuple(array_1.shape) == tuple(array_2.shape)
+
+    result = np.zeros((x_max, y_max), dtype=DTYPE)
+    cdef int[:, :] result_view = result
+
+    cdef int tmp
+    cdef Py_ssize_t x, y
+
+    for x in range(x_max):
+        for y in range(y_max):
+
+            tmp = clip(array_1[x, y], 2, 10)
+            tmp = tmp * a + array_2[x, y] * b
+            result_view[x, y] = tmp + c
+
+    return result