Support slicing memoryview objects

Cython/Compiler/CythonScope.py

@@ -83,20 +83,16 @@ class CythonScope(ModuleScope):
         #
         # The view sub-scope
         #
-        self.viewscope = viewscope = ModuleScope(u'cython.view', self, None)
-
-        # Hacky monkey patch
-        self.viewscope.global_scope = self.global_scope
-
-        self.declare_module('view', viewscope, None)
+        self.viewscope = viewscope = ModuleScope(u'view', self, None)
+        self.declare_module('view', viewscope, None).as_module = viewscope
         viewscope.is_cython_builtin = True
         viewscope.pxd_file_loaded = True
 
         cythonview_testscope_utility_code.declare_in_scope(viewscope)
 
         view_utility_scope = MemoryView.view_utility_code.declare_in_scope(viewscope)
-        MemoryView.memview_fromslice_utility_code.from_scope = view_utility_scope
-        MemoryView.memview_fromslice_utility_code.declare_in_scope(viewscope)
+        # MemoryView.memview_fromslice_utility_code.from_scope = view_utility_scope
+        # MemoryView.memview_fromslice_utility_code.declare_in_scope(viewscope)
 
 
 def create_cython_scope(context, create_testscope):

Cython/Compiler/ExprNodes.py

@@ -2452,7 +2452,10 @@ class IndexNode(ExprNode):
                 if isinstance(index, SliceNode):
                     suboffsets_dim = i
                     self.memslice_slice = True
-                    axes.append((access, 'strided'))
+                    if packing == 'contig' and index.step.is_none:
+                        axes.append((access, 'contig'))
+                    else:
+                        axes.append((access, 'strided'))
 
                     # Coerce start, stop and step to temps of the right type
                     for attr in ('start', 'stop', 'step'):

Cython/Compiler/MemoryView.py

@@ -412,15 +412,18 @@ class MemoryViewSliceBufferEntry(Buffer.BufferEntry):
         for temp in temps:
             code.funcstate.release_temp(temp)
 
+def empty_slice(pos):
+    none = ExprNodes.NoneNode(pos)
+    return ExprNodes.SliceNode(pos, start=none,
+                               stop=none, step=none)
+
 def unellipsify(indices, ndim):
     result = []
     seen_ellipsis = False
 
     for index in indices:
         if isinstance(index, ExprNodes.EllipsisNode):
-            none = ExprNodes.NoneNode(index.pos)
-            full_slice = ExprNodes.SliceNode(index.pos, start=none,
-                                             stop=none, step=none)
+            full_slice = empty_slice(index.pos)
             if seen_ellipsis:
                 result.append(full_slice)
             else:
@@ -430,6 +433,10 @@ def unellipsify(indices, ndim):
         else:
             result.append(index)
 
+    if len(result) < ndim:
+        nslices = ndim - len(result)
+        result.extend([empty_slice(indices[-1].pos)] * nslices)
+
     return result
 
 def get_memoryview_flag(access, packing):
@@ -950,7 +957,7 @@ def _resolve_AttributeNode(env, node):
     scope = env
     for modname in modnames:
         mod = scope.lookup(modname)
-        if not mod:
+        if not mod or not mod.as_module:
             raise CompileError(
                     node.pos, "undeclared name not builtin: %s" % modname)
         scope = mod.as_module
@@ -1001,8 +1008,8 @@ cython_array_utility_code = load_memview_cy_utility(
         context=context,
         requires=[view_utility_code])
 
-memview_fromslice_utility_code = load_memview_cy_utility(
-        "MemviewFromSlice",
-        context=context,
-        requires=[view_utility_code],
-)
+# memview_fromslice_utility_code = load_memview_cy_utility(
+        # "MemviewFromSlice",
+        # context=context,
+        # requires=[view_utility_code],
+# )
\ No newline at end of file

Cython/Compiler/PyrexTypes.py

@@ -488,6 +488,7 @@ class MemoryViewSliceType(PyrexType):
                 entry.utility_code_definition = \
                         MemoryView.CopyFuncUtilCode(self, to_memview)
 
+        elif attribute in ("is_c_contig", "is_f_contig"):
             # is_c_contig and is_f_contig functions
             for (c_or_f, cython_name) in (('c', 'is_c_contig'), ('fortran', 'is_f_contig')):
 
@@ -564,9 +565,6 @@ class MemoryViewSliceType(PyrexType):
         return True
 
     def get_to_py_function(self, env, obj):
-        import MemoryView
-        env.use_utility_code(MemoryView.memview_fromslice_utility_code)
-
         to_py_func, from_py_func = self.dtype_object_conversion_funcs(env)
         to_py_func = "(PyObject *(*)(char *)) " + to_py_func
         from_py_func = "(int (*)(char *, PyObject *)) " + from_py_func

Cython/Utility/MemoryView.pyx

@@ -120,7 +120,6 @@ cdef class array:
             info.format = NULL
 
         # info.obj = self
-        # Py_INCREF(self)
 
     def __releasebuffer__(self, Py_buffer *info):
         pass
@@ -184,6 +183,20 @@ cdef extern from *:
 
     ctypedef struct PyObject
 
+    cdef struct __pyx_memoryview "__pyx_memoryview_obj":
+        Py_buffer view
+        PyObject *obj
+
+    ctypedef struct {{memviewslice_name}}:
+        __pyx_memoryview *memview
+        char *data
+        Py_ssize_t shape[{{max_dims}}]
+        Py_ssize_t strides[{{max_dims}}]
+        Py_ssize_t suboffsets[{{max_dims}}]
+
+    void __PYX_INC_MEMVIEW({{memviewslice_name}} *memslice, int have_gil)
+    void __PYX_XDEC_MEMVIEW({{memviewslice_name}} *memslice, int have_gil)
+
 
 @cname('__pyx_MemviewEnum')
 cdef class Enum(object):
@@ -229,42 +242,34 @@ cdef class memoryview(object):
 
     cdef char *get_item_pointer(memoryview self, object index) except NULL:
         cdef Py_ssize_t dim
-        cdef Py_buffer view = self.view
-        cdef char *itemp = <char *> view.buf
+        cdef char *itemp = <char *> self.view.buf
 
-        if index is Ellipsis:
-            return self
-
-        elif isinstance(index, slice):
-            if index == slice(None):
-                return self
-
-            raise NotImplementedError
-
-        else:
-            if not isinstance(index, tuple):
-                index = (index,)
-
-            tup = _unellipsify(index, self.view.ndim)
-
-            if len(tup) != self.view.ndim:
-                raise NotImplementedError(
-                        "Expected %d indices (got %d)" %
-                             (self.view.ndim, len(tup)))
-
-            for dim, idx in enumerate(tup):
-                _check_index(idx)
-                itemp = pybuffer_index(&self.view, itemp, idx, dim)
+        for dim, idx in enumerate(index):
+            _check_index(idx)
+            itemp = pybuffer_index(&self.view, itemp, idx, dim)
 
         return itemp
 
     @cname('__pyx_memoryview_getitem')
     def __getitem__(memoryview self, object index):
-        cdef char *itemp = self.get_item_pointer(index)
-        return self.convert_item_to_object(itemp)
+        if index is Ellipsis:
+            return self
+
+        have_slices, index = _unellipsify(index, self.view.ndim)
+
+        cdef char *itemp
+        if have_slices:
+            return pybuffer_slice(self, index)
+        else:
+            itemp = self.get_item_pointer(index)
+            return self.convert_item_to_object(itemp)
 
     @cname('__pyx_memoryview_setitem')
     def __setitem__(memoryview self, object index, object value):
+        have_slices, index = _unellipsify(index, self.view.ndim)
+        if have_slices:
+            raise NotImplementedError("Slice assignment not supported yet")
+
         cdef char *itemp = self.get_item_pointer(index)
         self.assign_item_from_object(itemp, value)
 
@@ -297,6 +302,22 @@ cdef class memoryview(object):
         for i, c in enumerate(bytesvalue):
             itemp[i] = c
 
+    property T:
+        @cname('__pyx_memoryview_transpose')
+        def __get__(self):
+            cdef memoryview result = memoryview_copy(self)
+
+            cdef int ndim = self.view.ndim
+            cdef Py_ssize_t *strides = result.view.strides
+            cdef Py_ssize_t *shape = result.view.shape
+
+            # reverse strides and shape
+            for i in range(ndim / 2):
+                strides[i], strides[ndim - i] = strides[ndim - i], strides[i]
+                shape[i], shape[ndim - i] = shape[ndim - i], shape[i]
+
+            return result
+
     property _obj:
         @cname('__pyx_memoryview__get__obj')
         def __get__(self):
@@ -306,6 +327,23 @@ cdef class memoryview(object):
 
             return self.obj
 
+    property shape:
+        @cname('__pyx_memoryview_get_shape')
+        def __get__(self):
+            return tuple([self.view.shape[i] for i in xrange(self.view.ndim)])
+
+
+    property strides:
+        @cname('__pyx_memoryview_get_strides')
+        def __get__(self):
+            return tuple([self.view.strides[i] for i in xrange(self.view.ndim)])
+
+
+    property suboffsets:
+        @cname('__pyx_memoryview_get_suboffsets')
+        def __get__(self):
+            return tuple([self.view.suboffsets[i] for i in xrange(self.view.ndim)])
+
     def __repr__(self):
         return "<MemoryView of %r at 0x%x>" % (self._obj.__class__.__name__, id(self))
 
@@ -322,23 +360,130 @@ cdef _check_index(index):
     if not PyIndex_Check(index):
         raise TypeError("Cannot index with %s" % type(index))
 
-cdef tuple _unellipsify(tuple tup, int ndim):
-    if Ellipsis in tup:
-        result = []
-        for idx, item in enumerate(tup):
-            if item is Ellipsis:
+cdef tuple _unellipsify(object index, int ndim):
+    if not isinstance(index, tuple):
+        tup = (index,)
+    else:
+        tup = index
+
+    result = []
+    have_slices = False
+    seen_ellipsis = False
+    for idx, item in enumerate(tup):
+        if item is Ellipsis:
+            if not seen_ellipsis:
                 result.extend([slice(None)] * (ndim - len(tup) + 1))
                 result.extend(tup[idx + 1:])
-                break
-
+            else:
+                result.append(slice(None))
+            have_slices = True
+        else:
+            have_slices = have_slices or isinstance(item, slice)
             result.append(item)
 
-        return tuple(result)
-
-    return tup
+    nslices = ndim - len(result)
+    if nslices:
+        result.extend([slice(None)] * nslices)
+
+    for idx in tup:
+        if isinstance(idx, slice):
+            return True, tup
+
+    return False, tup
+
+@cname('__pyx_pybuffer_slice')
+cdef memoryview pybuffer_slice(memoryview memview, object indices):
+    cdef Py_ssize_t idx, dim, new_dim = 0, suboffset_dim = -1
+    cdef Py_ssize_t shape, stride
+    cdef bint negative_step
+    cdef int new_ndim = 0
+    cdef {{memviewslice_name}} dst
+
+    for dim, index in enumerate(indices):
+        shape = memview.view.shape[dim]
+        stride = memview.view.strides[dim]
+
+        if PyIndex_Check(index):
+            idx = index
+            if idx < 0:
+                idx += shape
+            if not 0 <= idx < shape:
+                raise IndexError("Index out of bounds (axis %d)" % dim)
+        else:
+            # index is a slice
+            new_ndim += 1
+
+            start, stop, step = index.start, index.stop, index.step
+            negative_step = step and step < 0
+
+            # set some defaults
+            if not start:
+                if negative_step:
+                    start = shape - 1
+                else:
+                    start = 0
+
+            if not stop:
+                if negative_step:
+                    stop = -1
+                else:
+                    stop = shape
+
+            # check our bounds
+            if start < 0:
+                start += shape
+                if start < 0:
+                    start = 0
+            elif start >= shape:
+                start = shape - 1
+
+            if stop < 0:
+                stop += shape
+                if stop < 0:
+                    stop = 0
+            elif stop > shape:
+                stop = shape
+
+            step = step or 1
+
+            # shape/strides/suboffsets
+            dst.strides[new_dim] = stride * step
+            dst.shape[new_dim] = (stop - start) / step
+            if (stop - start) % step:
+                dst.shape[new_dim] += 1
+            dst.suboffsets[new_dim] = memview.view.suboffsets[dim]
+
+            # set this for the slicing offset
+            if negative_step:
+                idx = stop
+            else:
+                idx = start
+
+        # Add the slicing or idexing offsets to the right suboffset or base data *
+        if suboffset_dim < 0:
+            dst.data += idx * stride
+        else:
+            dst.suboffsets[suboffset_dim] += idx * stride
+
+        if memview.view.suboffsets[dim]:
+            if PyIndex_Check(index):
+                raise IndexError(
+                    "Cannot make indirect dimension %d disappear through "
+                    "indexing, consider slicing with %d:%d" % (dim, idx, idx + 1))
+            suboffset_dim = new_dim
+
+    cdef _memoryviewslice memviewsliceobj
+    if isinstance(memview, _memoryviewslice):
+        memviewsliceobj = memview
+        return memoryview_fromslice(&dst, new_dim,
+                                    memviewsliceobj.to_object_func,
+                                    memviewsliceobj.to_dtype_func)
+    else:
+        return memoryview_fromslice(&dst, new_dim, NULL, NULL)
 
 @cname('__pyx_pybuffer_index')
-cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, int dim) except NULL:
+cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,
+                          int dim) except NULL:
     cdef Py_ssize_t shape, stride, suboffset = -1
     cdef Py_ssize_t itemsize = view.itemsize
     cdef char *resultp
@@ -366,25 +511,6 @@ cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index, int dim
 
     return resultp
 
-############### MemviewFromSlice ###############
-
-cdef extern from *:
-    cdef struct __pyx_memoryview:
-        Py_buffer view
-        PyObject *obj
-
-    ctypedef struct {{memviewslice_name}}:
-        __pyx_memoryview *memview
-        char *data
-        Py_ssize_t shape[{{max_dims}}]
-        Py_ssize_t strides[{{max_dims}}]
-        Py_ssize_t suboffsets[{{max_dims}}]
-
-
-    void __PYX_INC_MEMVIEW({{memviewslice_name}} *memslice, int have_gil)
-    void __PYX_XDEC_MEMVIEW({{memviewslice_name}} *memslice, int have_gil)
-
-
 @cname('__pyx_memoryviewslice')
 cdef class _memoryviewslice(memoryview):
     "Internal class for passing memory view slices to Python"
@@ -419,15 +545,14 @@ cdef class _memoryviewslice(memoryview):
 
 
 @cname('__pyx_memoryview_fromslice')
-cdef memoryview_from_memslice_cwrapper(
-            {{memviewslice_name}} *memviewslice, int cur_ndim,
-             object (*to_object_func)(char *),
-             int (*to_dtype_func)(char *, object) except 0):
+cdef memoryview_fromslice({{memviewslice_name}} *memviewslice,
+                          int ndim,
+                          object (*to_object_func)(char *),
+                          int (*to_dtype_func)(char *, object) except 0):
 
-    assert 0 < cur_ndim <= memviewslice.memview.view.ndim
+    assert 0 < ndim <= memviewslice.memview.view.ndim, (ndim, memviewslice.memview.view.ndim)
 
     cdef _memoryviewslice result = _memoryviewslice(None, 0)
-    cdef int new_ndim = memviewslice.memview.view.ndim - cur_ndim
 
     result.from_slice = memviewslice[0]
     __PYX_INC_MEMVIEW(memviewslice, 1)
@@ -435,16 +560,41 @@ cdef memoryview_from_memslice_cwrapper(
     result.from_object = <object> memviewslice.memview.obj
 
     result.view = memviewslice.memview.view
-    result.view.shape = <Py_ssize_t *> (&result.from_slice.shape + new_ndim)
-    result.view.strides = <Py_ssize_t *> (&result.from_slice.strides + new_ndim)
-    result.view.suboffsets = <Py_ssize_t *> (&result.from_slice.suboffsets + new_ndim)
-    result.view.ndim = cur_ndim
+    result.view.shape = <Py_ssize_t *> &result.from_slice.shape
+    result.view.strides = <Py_ssize_t *> result.from_slice.strides
+    result.view.suboffsets = <Py_ssize_t *> &result.from_slice.suboffsets
+    result.view.ndim = ndim
 
     result.to_object_func = to_object_func
     result.to_dtype_func = to_dtype_func
 
     return result
 
+cdef memoryview_copy(memoryview memview):
+    cdef {{memviewslice_name}} memviewslice
+    cdef int dim
+    cdef object (*to_object_func)(char *)
+    cdef int (*to_dtype_func)(char *, object) except 0
+
+    memviewslice.memview = <__pyx_memoryview *> memview
+    memviewslice.data = <char *> memview.view.buf
+
+    # Copy all of these as from_slice will
+    for dim in range(memview.view.ndim):
+        memviewslice.shape[dim] = memview.view.shape[dim]
+        memviewslice.strides[dim] = memview.view.strides[dim]
+        memviewslice.suboffsets[dim] = memview.view.suboffsets[dim]
+
+    if isinstance(memview, _memoryviewslice):
+        to_object_func = (<_memoryviewslice> memview).to_object_func
+        to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
+    else:
+        to_object_func = NULL
+        to_dtype_func = NULL
+
+    return memoryview_fromslice(&memviewslice, memview.view.ndim,
+                                to_object_func, to_dtype_func)
+
 ############### BufferFormatFromTypeInfo ###############
 cdef extern from *:
     ctypedef struct __Pyx_StructField

tests/run/memoryview.pyx

@@ -587,3 +587,76 @@ def assign_temporary_to_object(object[:] mslice):
     """
     buf = mslice
     buf[1] = {3-2: 2+(2*4)-2}
+
+def test_slicing(arg):
+    """
+    Test simple slicing
+    >>> test_slicing(IntMockBuffer("A", range(8 * 14 * 11), shape=(8, 14, 11)))
+    acquired A
+    3 9 2
+    1232 -44 4
+    -1 -1 -1
+    released A
+
+    Test direct slicing, negative slice oob in dim 2
+    >>> test_slicing(IntMockBuffer("A", range(1 * 2 * 3), shape=(1, 2, 3)))
+    acquired A
+    0 0 2
+    48 -12 4
+    -1 -1 -1
+    released A
+
+    Test indirect slicing
+    >>> L = [[range(k * 12 + j * 4, k * 12 + j * 4 + 4) for j in xrange(3)] for k in xrange(5)]
+    >>> test_slicing(IntMockBuffer("A", L, shape=(5, 3, 4)))
+    acquired A
+    2 0 2
+    8 -4 4
+    0 0 -1
+    released A
+    """
+    cdef int[::view.generic, ::view.generic, :] _a = arg
+    a = _a
+    b = a[2:8:2, -4:1:-1, 1:3]
+
+    print b.shape[0], b.shape[1], b.shape[2]
+    print b.strides[0], b.strides[1], b.strides[2]
+    print b.suboffsets[0], b.suboffsets[1], b.suboffsets[2]
+
+    cdef int i, j, k
+    for i in range(b.shape[0]):
+        for j in range(b.shape[1]):
+            for k in range(b.shape[2]):
+                itemA = a[2 + 2 * i, -4 - j, 1 + k]
+                itemB = b[i, j, k]
+                assert itemA == itemB, (i, j, k, itemA, itemB)
+
+def test_slicing_and_indexing(arg):
+    """
+    >>> a = IntStridedMockBuffer("A", range(10 * 3 * 5), shape=(10, 3, 5))
+    >>> test_slicing_and_indexing(a)
+    acquired A
+    5 2
+    60 8
+    126 113
+    [111]
+    released A
+    """
+    cdef int[:, :, :] _a = arg
+    a = _a
+    b = a[-5:, 1, 1::2]
+    c = b[4:1:-1, ::-1]
+    d = c[2, 1:2]
+
+    print b.shape[0], b.shape[1]
+    print b.strides[0], b.strides[1]
+
+    cdef int i, j
+    for i in range(b.shape[0]):
+        for j in range(b.shape[1]):
+            itemA = a[-5 + i, 1, 1 + 2 * j]
+            itemB = b[i, j]
+            assert itemA == itemB, (i, j, itemA, itemB)
+
+    print c[1, 1], c[2, 0]
+    print [d[i] for i in range(d.shape[0])]
\ No newline at end of file

tests/run/memoryviewattrs.pyx

@@ -19,24 +19,30 @@ def test_shape_stride_suboffset():
     u'''
     >>> test_shape_stride_suboffset()
     5 7 11
-    616 88 8
+    77 11 1
     -1 -1 -1
+    <BLANKLINE>
     5 7 11
-    8 40 280
+    1 5 35
     -1 -1 -1
+    <BLANKLINE>
     5 7 11
-    616 88 8
+    77 11 1
     -1 -1 -1
     '''
-    cdef unsigned long[:,:,:] larr = array((5,7,11), sizeof(unsigned long), 'L')
+    cdef char[:,:,:] larr = array((5,7,11), 1, 'b')
     print larr.shape[0], larr.shape[1], larr.shape[2]
     print larr.strides[0], larr.strides[1], larr.strides[2]
     print larr.suboffsets[0], larr.suboffsets[1], larr.suboffsets[2]
-    larr = array((5,7,11), sizeof(unsigned long), 'L', mode='fortran')
+    print
+
+    larr = array((5,7,11), 1, 'b', mode='fortran')
     print larr.shape[0], larr.shape[1], larr.shape[2]
     print larr.strides[0], larr.strides[1], larr.strides[2]
     print larr.suboffsets[0], larr.suboffsets[1], larr.suboffsets[2]
-    cdef unsigned long[:,:,:] c_contig = larr.copy()
+    print
+
+    cdef char[:,:,:] c_contig = larr.copy()
     print c_contig.shape[0], c_contig.shape[1], c_contig.shape[2]
     print c_contig.strides[0], c_contig.strides[1], c_contig.strides[2]
     print c_contig.suboffsets[0], c_contig.suboffsets[1], c_contig.suboffsets[2]
@@ -161,7 +167,7 @@ def test_is_contiguous():
     print fort_contig.is_c_contig(), fort_contig.is_f_contig()
     cdef int[:,:,:] strided = fort_contig
     print strided.is_c_contig(), strided.is_f_contig()
-    print 
+    print
     fort_contig = fort_contig.copy_fortran()
     print fort_contig.is_c_contig(), fort_contig.is_f_contig()
     print strided.is_c_contig(), strided.is_f_contig()

tests/run/numpy_memoryview.pyx

+# tag: numpy
+# mode: run
+
+"""
+Test slicing for memoryviews and memoryviewslices
+"""
+
+cimport numpy as np
+import numpy
+
+def get_array():
+    # We need to type our array to get a __pyx_get_buffer() that typechecks
+    # for np.ndarray and calls __getbuffer__ in numpy.pxd
+    cdef np.ndarray[int, ndim=3] a
+    a = numpy.arange(8 * 14 * 11).reshape(8, 14, 11)
+    return a
+
+a = get_array()
+
+def ae(*args):
+    "assert equals"
+    for x in args:
+        if x != args[0]:
+            raise AssertionError(args)
+
+#
+### Test slicing memoryview slices
+#
+
+def test_partial_slicing(array):
+    """
+    >>> test_partial_slicing(a)
+    """
+    cdef int[:, :, :] a = array
+    obj = array[4]
+
+    cdef int[:, :] b = a[4, :]
+    cdef int[:, :] c = a[4]
+
+    ae(b.shape[0], c.shape[0], obj.shape[0])
+    ae(b.shape[1], c.shape[1], obj.shape[1])
+    ae(b.strides[0], c.strides[0], obj.strides[0])
+    ae(b.strides[1], c.strides[1], obj.strides[1])
+
+def test_ellipsis(array):
+    """
+    >>> test_ellipsis(a)
+    """
+    cdef int[:, :, :] a = array
+
+    cdef int[:, :] b = a[..., 4]
+    b_obj = array[..., 4]
+
+    cdef int[:, :] c = a[4, ...]
+    c_obj = array[4, ...]
+
+    cdef int[:, :] d = a[2:8, ..., 2]
+    d_obj = array[2:8, ..., 2]
+
+    ae(tuple([b.shape[i] for i in range(2)]), b_obj.shape)
+    ae(tuple([b.strides[i] for i in range(2)]), b_obj.strides)
+    for i in range(b.shape[0]):
+        for j in range(b.shape[1]):
+            ae(b[i, j], b_obj[i, j])
+
+    ae(tuple([c.shape[i] for i in range(2)]), c_obj.shape)
+    ae(tuple([c.strides[i] for i in range(2)]), c_obj.strides)
+    for i in range(c.shape[0]):
+        for j in range(c.shape[1]):
+            ae(c[i, j], c_obj[i, j])
+
+    ae(tuple([d.shape[i] for i in range(2)]), d_obj.shape)
+    ae(tuple([d.strides[i] for i in range(2)]), d_obj.strides)
+    for i in range(d.shape[0]):
+        for j in range(d.shape[1]):
+            ae(d[i, j], d_obj[i, j])
+
+    cdef int[:] e = a[..., 5, 6]
+    e_obj = array[..., 5, 6]
+    ae(e.shape[0], e_obj.shape[0])
+    ae(e.strides[0], e_obj.strides[0])
+
+#
+### Test slicing memoryview objects
+#
+
+def test_partial_slicing_memoryview(array):
+    """
+    >>> test_partial_slicing_memoryview(a)
+    """
+    cdef int[:, :, :] _a = array
+    a = _a
+    obj = array[4]
+
+    b = a[4, :]
+    c = a[4]
+
+    ae(b.shape[0], c.shape[0], obj.shape[0])
+    ae(b.shape[1], c.shape[1], obj.shape[1])
+    ae(b.strides[0], c.strides[0], obj.strides[0])
+    ae(b.strides[1], c.strides[1], obj.strides[1])
+
+def test_ellipsis_memoryview(array):
+    """
+    >>> test_ellipsis_memoryview(a)
+    """
+    cdef int[:, :, :] _a = array
+    a = _a
+
+    b = a[..., 4]
+    b_obj = array[..., 4]
+
+    c = a[4, ...]
+    c_obj = array[4, ...]
+
+    d = a[2:8, ..., 2]
+    d_obj = array[2:8, ..., 2]
+
+    ae(tuple([b.shape[i] for i in range(2)]), b_obj.shape)
+    ae(tuple([b.strides[i] for i in range(2)]), b_obj.strides)
+    for i in range(b.shape[0]):
+        for j in range(b.shape[1]):
+            ae(b[i, j], b_obj[i, j])
+
+    ae(tuple([c.shape[i] for i in range(2)]), c_obj.shape)
+    ae(tuple([c.strides[i] for i in range(2)]), c_obj.strides)
+    for i in range(c.shape[0]):
+        for j in range(c.shape[1]):
+            ae(c[i, j], c_obj[i, j])
+
+    ae(tuple([d.shape[i] for i in range(2)]), d_obj.shape)
+    ae(tuple([d.strides[i] for i in range(2)]), d_obj.strides)
+    for i in range(d.shape[0]):
+        for j in range(d.shape[1]):
+            ae(d[i, j], d_obj[i, j])
+
+    e = a[..., 5, 6]
+    e_obj = array[..., 5, 6]
+    ae(e.shape[0], e_obj.shape[0])
+    ae(e.strides[0], e_obj.strides[0])
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