summaryrefslogtreecommitdiff
path: root/numpy/add_newdocs.py
diff options
context:
space:
mode:
Diffstat (limited to 'numpy/add_newdocs.py')
-rw-r--r--numpy/add_newdocs.py61
1 files changed, 61 insertions, 0 deletions
diff --git a/numpy/add_newdocs.py b/numpy/add_newdocs.py
index 740396ff3..e0eeccb08 100644
--- a/numpy/add_newdocs.py
+++ b/numpy/add_newdocs.py
@@ -463,6 +463,67 @@ add_newdoc('numpy.core', 'nditer', ('reset',
"""))
+add_newdoc('numpy.core', 'nested_iters',
+ """
+ Create nditers for use in nested loops
+
+ Create a tuple of `nditer` objects which iterate in nested loops over
+ different axes of the op argument. The first iterator is used in the
+ outermost loop, the last in the innermost loop. Advancing one will change
+ the subsequent iterators to point at its new element.
+
+ Parameters
+ ----------
+ op : ndarray or sequence of array_like
+ The array(s) to iterate over.
+
+ axes : list of list of int
+ Each item is used as an "op_axes" argument to an nditer
+
+ flags, op_flags, op_dtypes, order, casting, buffersize (optional)
+ See `nditer` parameters of the same name
+
+ Returns
+ -------
+ iters : tuple of nditer
+ An nditer for each item in `axes`, outermost first
+
+ See Also
+ --------
+ nditer
+
+ Examples
+ --------
+
+ Basic usage. Note how y is the "flattened" version of
+ [a[:, 0, :], a[:, 1, 0], a[:, 2, :]] since we specified
+ the first iter's axes as [1]
+
+ >>> a = np.arange(12).reshape(2, 3, 2)
+ >>> i, j = np.nested_iters(a, [[1], [0, 2]], flags=["multi_index"])
+ >>> for x in i:
+ ... print(i.multi_index)
+ ... for y in j:
+ ... print('', j.multi_index, y)
+
+ (0,)
+ (0, 0) 0
+ (0, 1) 1
+ (1, 0) 6
+ (1, 1) 7
+ (1,)
+ (0, 0) 2
+ (0, 1) 3
+ (1, 0) 8
+ (1, 1) 9
+ (2,)
+ (0, 0) 4
+ (0, 1) 5
+ (1, 0) 10
+ (1, 1) 11
+
+ """)
+
###############################################################################