LCOV - code coverage report
Current view: top level - Objects - memoryobject.c (source / functions) Hit Total Coverage
Test: CPython lcov report Lines: 1334 1433 93.1 %
Date: 2022-07-07 18:19:46 Functions: 106 107 99.1 %

          Line data    Source code
       1             : /*
       2             :  * Memoryview object implementation
       3             :  * --------------------------------
       4             :  *
       5             :  *   This implementation is a complete rewrite contributed by Stefan Krah in
       6             :  *   Python 3.3.  Substantial credit goes to Antoine Pitrou (who had already
       7             :  *   fortified and rewritten the previous implementation) and Nick Coghlan
       8             :  *   (who came up with the idea of the ManagedBuffer) for analyzing the complex
       9             :  *   ownership rules.
      10             :  *
      11             :  */
      12             : 
      13             : #include "Python.h"
      14             : #include "pycore_abstract.h"      // _PyIndex_Check()
      15             : #include "pycore_object.h"        // _PyObject_GC_UNTRACK()
      16             : #include "pycore_strhex.h"        // _Py_strhex_with_sep()
      17             : #include <stddef.h>               // offsetof()
      18             : 
      19             : /*[clinic input]
      20             : class memoryview "PyMemoryViewObject *" "&PyMemoryView_Type"
      21             : [clinic start generated code]*/
      22             : /*[clinic end generated code: output=da39a3ee5e6b4b0d input=e2e49d2192835219]*/
      23             : 
      24             : #include "clinic/memoryobject.c.h"
      25             : 
      26             : /****************************************************************************/
      27             : /*                           ManagedBuffer Object                           */
      28             : /****************************************************************************/
      29             : 
      30             : /*
      31             :    ManagedBuffer Object:
      32             :    ---------------------
      33             : 
      34             :      The purpose of this object is to facilitate the handling of chained
      35             :      memoryviews that have the same underlying exporting object. PEP-3118
      36             :      allows the underlying object to change while a view is exported. This
      37             :      could lead to unexpected results when constructing a new memoryview
      38             :      from an existing memoryview.
      39             : 
      40             :      Rather than repeatedly redirecting buffer requests to the original base
      41             :      object, all chained memoryviews use a single buffer snapshot. This
      42             :      snapshot is generated by the constructor _PyManagedBuffer_FromObject().
      43             : 
      44             :    Ownership rules:
      45             :    ----------------
      46             : 
      47             :      The master buffer inside a managed buffer is filled in by the original
      48             :      base object. shape, strides, suboffsets and format are read-only for
      49             :      all consumers.
      50             : 
      51             :      A memoryview's buffer is a private copy of the exporter's buffer. shape,
      52             :      strides and suboffsets belong to the memoryview and are thus writable.
      53             : 
      54             :      If a memoryview itself exports several buffers via memory_getbuf(), all
      55             :      buffer copies share shape, strides and suboffsets. In this case, the
      56             :      arrays are NOT writable.
      57             : 
      58             :    Reference count assumptions:
      59             :    ----------------------------
      60             : 
      61             :      The 'obj' member of a Py_buffer must either be NULL or refer to the
      62             :      exporting base object. In the Python codebase, all getbufferprocs
      63             :      return a new reference to view.obj (example: bytes_buffer_getbuffer()).
      64             : 
      65             :      PyBuffer_Release() decrements view.obj (if non-NULL), so the
      66             :      releasebufferprocs must NOT decrement view.obj.
      67             : */
      68             : 
      69             : 
      70             : static inline _PyManagedBufferObject *
      71     1869430 : mbuf_alloc(void)
      72             : {
      73             :     _PyManagedBufferObject *mbuf;
      74             : 
      75             :     mbuf = (_PyManagedBufferObject *)
      76     1869430 :         PyObject_GC_New(_PyManagedBufferObject, &_PyManagedBuffer_Type);
      77     1869430 :     if (mbuf == NULL)
      78           0 :         return NULL;
      79     1869430 :     mbuf->flags = 0;
      80     1869430 :     mbuf->exports = 0;
      81     1869430 :     mbuf->master.obj = NULL;
      82     1869430 :     _PyObject_GC_TRACK(mbuf);
      83             : 
      84     1869430 :     return mbuf;
      85             : }
      86             : 
      87             : static PyObject *
      88      742211 : _PyManagedBuffer_FromObject(PyObject *base)
      89             : {
      90             :     _PyManagedBufferObject *mbuf;
      91             : 
      92      742211 :     mbuf = mbuf_alloc();
      93      742211 :     if (mbuf == NULL)
      94           0 :         return NULL;
      95             : 
      96      742211 :     if (PyObject_GetBuffer(base, &mbuf->master, PyBUF_FULL_RO) < 0) {
      97         517 :         mbuf->master.obj = NULL;
      98         517 :         Py_DECREF(mbuf);
      99         517 :         return NULL;
     100             :     }
     101             : 
     102      741694 :     return (PyObject *)mbuf;
     103             : }
     104             : 
     105             : static void
     106     3738260 : mbuf_release(_PyManagedBufferObject *self)
     107             : {
     108     3738260 :     if (self->flags&_Py_MANAGED_BUFFER_RELEASED)
     109     1868870 :         return;
     110             : 
     111             :     /* NOTE: at this point self->exports can still be > 0 if this function
     112             :        is called from mbuf_clear() to break up a reference cycle. */
     113     1869390 :     self->flags |= _Py_MANAGED_BUFFER_RELEASED;
     114             : 
     115             :     /* PyBuffer_Release() decrements master->obj and sets it to NULL. */
     116     1869390 :     _PyObject_GC_UNTRACK(self);
     117     1869390 :     PyBuffer_Release(&self->master);
     118             : }
     119             : 
     120             : static void
     121     1869390 : mbuf_dealloc(_PyManagedBufferObject *self)
     122             : {
     123     1869390 :     assert(self->exports == 0);
     124     1869390 :     mbuf_release(self);
     125     1869390 :     if (self->flags&_Py_MANAGED_BUFFER_FREE_FORMAT)
     126       21667 :         PyMem_Free(self->master.format);
     127     1869390 :     PyObject_GC_Del(self);
     128     1869390 : }
     129             : 
     130             : static int
     131       47842 : mbuf_traverse(_PyManagedBufferObject *self, visitproc visit, void *arg)
     132             : {
     133       47842 :     Py_VISIT(self->master.obj);
     134       47842 :     return 0;
     135             : }
     136             : 
     137             : static int
     138           2 : mbuf_clear(_PyManagedBufferObject *self)
     139             : {
     140           2 :     assert(self->exports >= 0);
     141           2 :     mbuf_release(self);
     142           2 :     return 0;
     143             : }
     144             : 
     145             : PyTypeObject _PyManagedBuffer_Type = {
     146             :     PyVarObject_HEAD_INIT(&PyType_Type, 0)
     147             :     "managedbuffer",
     148             :     sizeof(_PyManagedBufferObject),
     149             :     0,
     150             :     (destructor)mbuf_dealloc,                /* tp_dealloc */
     151             :     0,                                       /* tp_vectorcall_offset */
     152             :     0,                                       /* tp_getattr */
     153             :     0,                                       /* tp_setattr */
     154             :     0,                                       /* tp_as_async */
     155             :     0,                                       /* tp_repr */
     156             :     0,                                       /* tp_as_number */
     157             :     0,                                       /* tp_as_sequence */
     158             :     0,                                       /* tp_as_mapping */
     159             :     0,                                       /* tp_hash */
     160             :     0,                                       /* tp_call */
     161             :     0,                                       /* tp_str */
     162             :     PyObject_GenericGetAttr,                 /* tp_getattro */
     163             :     0,                                       /* tp_setattro */
     164             :     0,                                       /* tp_as_buffer */
     165             :     Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags */
     166             :     0,                                       /* tp_doc */
     167             :     (traverseproc)mbuf_traverse,             /* tp_traverse */
     168             :     (inquiry)mbuf_clear                      /* tp_clear */
     169             : };
     170             : 
     171             : 
     172             : /****************************************************************************/
     173             : /*                             MemoryView Object                            */
     174             : /****************************************************************************/
     175             : 
     176             : /* In the process of breaking reference cycles mbuf_release() can be
     177             :    called before memory_release(). */
     178             : #define BASE_INACCESSIBLE(mv) \
     179             :     (((PyMemoryViewObject *)mv)->flags&_Py_MEMORYVIEW_RELEASED || \
     180             :      ((PyMemoryViewObject *)mv)->mbuf->flags&_Py_MANAGED_BUFFER_RELEASED)
     181             : 
     182             : #define CHECK_RELEASED(mv) \
     183             :     if (BASE_INACCESSIBLE(mv)) {                                  \
     184             :         PyErr_SetString(PyExc_ValueError,                         \
     185             :             "operation forbidden on released memoryview object"); \
     186             :         return NULL;                                              \
     187             :     }
     188             : 
     189             : #define CHECK_RELEASED_INT(mv) \
     190             :     if (BASE_INACCESSIBLE(mv)) {                                  \
     191             :         PyErr_SetString(PyExc_ValueError,                         \
     192             :             "operation forbidden on released memoryview object"); \
     193             :         return -1;                                                \
     194             :     }
     195             : 
     196             : /* See gh-92888. These macros signal that we need to check the memoryview
     197             :    again due to possible read after frees. */
     198             : #define CHECK_RELEASED_AGAIN(mv) CHECK_RELEASED(mv)
     199             : #define CHECK_RELEASED_INT_AGAIN(mv) CHECK_RELEASED_INT(mv)
     200             : 
     201             : #define CHECK_LIST_OR_TUPLE(v) \
     202             :     if (!PyList_Check(v) && !PyTuple_Check(v)) { \
     203             :         PyErr_SetString(PyExc_TypeError,         \
     204             :             #v " must be a list or a tuple");    \
     205             :         return NULL;                             \
     206             :     }
     207             : 
     208             : #define VIEW_ADDR(mv) (&((PyMemoryViewObject *)mv)->view)
     209             : 
     210             : /* Check for the presence of suboffsets in the first dimension. */
     211             : #define HAVE_PTR(suboffsets, dim) (suboffsets && suboffsets[dim] >= 0)
     212             : /* Adjust ptr if suboffsets are present. */
     213             : #define ADJUST_PTR(ptr, suboffsets, dim) \
     214             :     (HAVE_PTR(suboffsets, dim) ? *((char**)ptr) + suboffsets[dim] : ptr)
     215             : 
     216             : /* Memoryview buffer properties */
     217             : #define MV_C_CONTIGUOUS(flags) (flags&(_Py_MEMORYVIEW_SCALAR|_Py_MEMORYVIEW_C))
     218             : #define MV_F_CONTIGUOUS(flags) \
     219             :     (flags&(_Py_MEMORYVIEW_SCALAR|_Py_MEMORYVIEW_FORTRAN))
     220             : #define MV_ANY_CONTIGUOUS(flags) \
     221             :     (flags&(_Py_MEMORYVIEW_SCALAR|_Py_MEMORYVIEW_C|_Py_MEMORYVIEW_FORTRAN))
     222             : 
     223             : /* Fast contiguity test. Caller must ensure suboffsets==NULL and ndim==1. */
     224             : #define MV_CONTIGUOUS_NDIM1(view) \
     225             :     ((view)->shape[0] == 1 || (view)->strides[0] == (view)->itemsize)
     226             : 
     227             : /* getbuffer() requests */
     228             : #define REQ_INDIRECT(flags) ((flags&PyBUF_INDIRECT) == PyBUF_INDIRECT)
     229             : #define REQ_C_CONTIGUOUS(flags) ((flags&PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS)
     230             : #define REQ_F_CONTIGUOUS(flags) ((flags&PyBUF_F_CONTIGUOUS) == PyBUF_F_CONTIGUOUS)
     231             : #define REQ_ANY_CONTIGUOUS(flags) ((flags&PyBUF_ANY_CONTIGUOUS) == PyBUF_ANY_CONTIGUOUS)
     232             : #define REQ_STRIDES(flags) ((flags&PyBUF_STRIDES) == PyBUF_STRIDES)
     233             : #define REQ_SHAPE(flags) ((flags&PyBUF_ND) == PyBUF_ND)
     234             : #define REQ_WRITABLE(flags) (flags&PyBUF_WRITABLE)
     235             : #define REQ_FORMAT(flags) (flags&PyBUF_FORMAT)
     236             : 
     237             : 
     238             : /**************************************************************************/
     239             : /*                       Copy memoryview buffers                          */
     240             : /**************************************************************************/
     241             : 
     242             : /* The functions in this section take a source and a destination buffer
     243             :    with the same logical structure: format, itemsize, ndim and shape
     244             :    are identical, with ndim > 0.
     245             : 
     246             :    NOTE: All buffers are assumed to have PyBUF_FULL information, which
     247             :    is the case for memoryviews! */
     248             : 
     249             : 
     250             : /* Assumptions: ndim >= 1. The macro tests for a corner case that should
     251             :    perhaps be explicitly forbidden in the PEP. */
     252             : #define HAVE_SUBOFFSETS_IN_LAST_DIM(view) \
     253             :     (view->suboffsets && view->suboffsets[dest->ndim-1] >= 0)
     254             : 
     255             : static inline int
     256      216958 : last_dim_is_contiguous(const Py_buffer *dest, const Py_buffer *src)
     257             : {
     258      216958 :     assert(dest->ndim > 0 && src->ndim > 0);
     259          36 :     return (!HAVE_SUBOFFSETS_IN_LAST_DIM(dest) &&
     260      216922 :             !HAVE_SUBOFFSETS_IN_LAST_DIM(src) &&
     261      581083 :             dest->strides[dest->ndim-1] == dest->itemsize &&
     262      147167 :             src->strides[src->ndim-1] == src->itemsize);
     263             : }
     264             : 
     265             : /* This is not a general function for determining format equivalence.
     266             :    It is used in copy_single() and copy_buffer() to weed out non-matching
     267             :    formats. Skipping the '@' character is specifically used in slice
     268             :    assignments, where the lvalue is already known to have a single character
     269             :    format. This is a performance hack that could be rewritten (if properly
     270             :    benchmarked). */
     271             : static inline int
     272      217744 : equiv_format(const Py_buffer *dest, const Py_buffer *src)
     273             : {
     274             :     const char *dfmt, *sfmt;
     275             : 
     276      217744 :     assert(dest->format && src->format);
     277      217744 :     dfmt = dest->format[0] == '@' ? dest->format+1 : dest->format;
     278      217744 :     sfmt = src->format[0] == '@' ? src->format+1 : src->format;
     279             : 
     280      217744 :     if (strcmp(dfmt, sfmt) != 0 ||
     281      217742 :         dest->itemsize != src->itemsize) {
     282           2 :         return 0;
     283             :     }
     284             : 
     285      217742 :     return 1;
     286             : }
     287             : 
     288             : /* Two shapes are equivalent if they are either equal or identical up
     289             :    to a zero element at the same position. For example, in NumPy arrays
     290             :    the shapes [1, 0, 5] and [1, 0, 7] are equivalent. */
     291             : static inline int
     292      379809 : equiv_shape(const Py_buffer *dest, const Py_buffer *src)
     293             : {
     294             :     int i;
     295             : 
     296      379809 :     if (dest->ndim != src->ndim)
     297          12 :         return 0;
     298             : 
     299      939114 :     for (i = 0; i < dest->ndim; i++) {
     300      560518 :         if (dest->shape[i] != src->shape[i])
     301         844 :             return 0;
     302      559674 :         if (dest->shape[i] == 0)
     303         357 :             break;
     304             :     }
     305             : 
     306      378953 :     return 1;
     307             : }
     308             : 
     309             : /* Check that the logical structure of the destination and source buffers
     310             :    is identical. */
     311             : static int
     312      217744 : equiv_structure(const Py_buffer *dest, const Py_buffer *src)
     313             : {
     314      435486 :     if (!equiv_format(dest, src) ||
     315      217742 :         !equiv_shape(dest, src)) {
     316         786 :         PyErr_SetString(PyExc_ValueError,
     317             :             "memoryview assignment: lvalue and rvalue have different "
     318             :             "structures");
     319         786 :         return 0;
     320             :     }
     321             : 
     322      216958 :     return 1;
     323             : }
     324             : 
     325             : /* Base case for recursive multi-dimensional copying. Contiguous arrays are
     326             :    copied with very little overhead. Assumptions: ndim == 1, mem == NULL or
     327             :    sizeof(mem) == shape[0] * itemsize. */
     328             : static void
     329      325546 : copy_base(const Py_ssize_t *shape, Py_ssize_t itemsize,
     330             :           char *dptr, const Py_ssize_t *dstrides, const Py_ssize_t *dsuboffsets,
     331             :           char *sptr, const Py_ssize_t *sstrides, const Py_ssize_t *ssuboffsets,
     332             :           char *mem)
     333             : {
     334      325546 :     if (mem == NULL) { /* contiguous */
     335       60753 :         Py_ssize_t size = shape[0] * itemsize;
     336       60753 :         if (dptr + size < sptr || sptr + size < dptr)
     337       60252 :             memcpy(dptr, sptr, size); /* no overlapping */
     338             :         else
     339         501 :             memmove(dptr, sptr, size);
     340             :     }
     341             :     else {
     342             :         char *p;
     343             :         Py_ssize_t i;
     344     1546590 :         for (i=0, p=mem; i < shape[0]; p+=itemsize, sptr+=sstrides[0], i++) {
     345     1281800 :             char *xsptr = ADJUST_PTR(sptr, ssuboffsets, 0);
     346     1281800 :             memcpy(p, xsptr, itemsize);
     347             :         }
     348     1546590 :         for (i=0, p=mem; i < shape[0]; p+=itemsize, dptr+=dstrides[0], i++) {
     349     1281800 :             char *xdptr = ADJUST_PTR(dptr, dsuboffsets, 0);
     350     1281800 :             memcpy(xdptr, p, itemsize);
     351             :         }
     352             :     }
     353             : 
     354      325546 : }
     355             : 
     356             : /* Recursively copy a source buffer to a destination buffer. The two buffers
     357             :    have the same ndim, shape and itemsize. */
     358             : static void
     359      418675 : copy_rec(const Py_ssize_t *shape, Py_ssize_t ndim, Py_ssize_t itemsize,
     360             :          char *dptr, const Py_ssize_t *dstrides, const Py_ssize_t *dsuboffsets,
     361             :          char *sptr, const Py_ssize_t *sstrides, const Py_ssize_t *ssuboffsets,
     362             :          char *mem)
     363             : {
     364             :     Py_ssize_t i;
     365             : 
     366      418675 :     assert(ndim >= 1);
     367             : 
     368      418675 :     if (ndim == 1) {
     369      320671 :         copy_base(shape, itemsize,
     370             :                   dptr, dstrides, dsuboffsets,
     371             :                   sptr, sstrides, ssuboffsets,
     372             :                   mem);
     373      320671 :         return;
     374             :     }
     375             : 
     376      304596 :     for (i = 0; i < shape[0]; dptr+=dstrides[0], sptr+=sstrides[0], i++) {
     377      206592 :         char *xdptr = ADJUST_PTR(dptr, dsuboffsets, 0);
     378      206592 :         char *xsptr = ADJUST_PTR(sptr, ssuboffsets, 0);
     379             : 
     380      206592 :         copy_rec(shape+1, ndim-1, itemsize,
     381             :                  xdptr, dstrides+1, dsuboffsets ? dsuboffsets+1 : NULL,
     382             :                  xsptr, sstrides+1, ssuboffsets ? ssuboffsets+1 : NULL,
     383             :                  mem);
     384             :     }
     385             : }
     386             : 
     387             : /* Faster copying of one-dimensional arrays. */
     388             : static int
     389        5663 : copy_single(PyMemoryViewObject *self, const Py_buffer *dest, const Py_buffer *src)
     390             : {
     391        5663 :     CHECK_RELEASED_INT_AGAIN(self);
     392        5661 :     char *mem = NULL;
     393             : 
     394        5661 :     assert(dest->ndim == 1);
     395             : 
     396        5661 :     if (!equiv_structure(dest, src))
     397         786 :         return -1;
     398             : 
     399        4875 :     if (!last_dim_is_contiguous(dest, src)) {
     400          90 :         mem = PyMem_Malloc(dest->shape[0] * dest->itemsize);
     401          90 :         if (mem == NULL) {
     402           0 :             PyErr_NoMemory();
     403           0 :             return -1;
     404             :         }
     405             :     }
     406             : 
     407        4875 :     copy_base(dest->shape, dest->itemsize,
     408        4875 :               dest->buf, dest->strides, dest->suboffsets,
     409        4875 :               src->buf, src->strides, src->suboffsets,
     410             :               mem);
     411             : 
     412        4875 :     if (mem)
     413          90 :         PyMem_Free(mem);
     414             : 
     415        4875 :     return 0;
     416             : }
     417             : 
     418             : /* Recursively copy src to dest. Both buffers must have the same basic
     419             :    structure. Copying is atomic, the function never fails with a partial
     420             :    copy. */
     421             : static int
     422      212083 : copy_buffer(const Py_buffer *dest, const Py_buffer *src)
     423             : {
     424      212083 :     char *mem = NULL;
     425             : 
     426      212083 :     assert(dest->ndim > 0);
     427             : 
     428      212083 :     if (!equiv_structure(dest, src))
     429           0 :         return -1;
     430             : 
     431      212083 :     if (!last_dim_is_contiguous(dest, src)) {
     432      186600 :         mem = PyMem_Malloc(dest->shape[dest->ndim-1] * dest->itemsize);
     433      186600 :         if (mem == NULL) {
     434           0 :             PyErr_NoMemory();
     435           0 :             return -1;
     436             :         }
     437             :     }
     438             : 
     439      212083 :     copy_rec(dest->shape, dest->ndim, dest->itemsize,
     440      212083 :              dest->buf, dest->strides, dest->suboffsets,
     441      212083 :              src->buf, src->strides, src->suboffsets,
     442             :              mem);
     443             : 
     444      212083 :     if (mem)
     445      186600 :         PyMem_Free(mem);
     446             : 
     447      212083 :     return 0;
     448             : }
     449             : 
     450             : /* Initialize strides for a C-contiguous array. */
     451             : static inline void
     452      172704 : init_strides_from_shape(Py_buffer *view)
     453             : {
     454             :     Py_ssize_t i;
     455             : 
     456      172704 :     assert(view->ndim > 0);
     457             : 
     458      172704 :     view->strides[view->ndim-1] = view->itemsize;
     459      253219 :     for (i = view->ndim-2; i >= 0; i--)
     460       80515 :         view->strides[i] = view->strides[i+1] * view->shape[i+1];
     461      172704 : }
     462             : 
     463             : /* Initialize strides for a Fortran-contiguous array. */
     464             : static inline void
     465       51259 : init_fortran_strides_from_shape(Py_buffer *view)
     466             : {
     467             :     Py_ssize_t i;
     468             : 
     469       51259 :     assert(view->ndim > 0);
     470             : 
     471       51259 :     view->strides[0] = view->itemsize;
     472       74422 :     for (i = 1; i < view->ndim; i++)
     473       23163 :         view->strides[i] = view->strides[i-1] * view->shape[i-1];
     474       51259 : }
     475             : 
     476             : /* Copy src to a contiguous representation. order is one of 'C', 'F' (Fortran)
     477             :    or 'A' (Any). Assumptions: src has PyBUF_FULL information, src->ndim >= 1,
     478             :    len(mem) == src->len. */
     479             : static int
     480      190416 : buffer_to_contiguous(char *mem, const Py_buffer *src, char order)
     481             : {
     482             :     Py_buffer dest;
     483             :     Py_ssize_t *strides;
     484             :     int ret;
     485             : 
     486      190416 :     assert(src->ndim >= 1);
     487      190416 :     assert(src->shape != NULL);
     488      190416 :     assert(src->strides != NULL);
     489             : 
     490      190416 :     strides = PyMem_Malloc(src->ndim * (sizeof *src->strides));
     491      190416 :     if (strides == NULL) {
     492           0 :         PyErr_NoMemory();
     493           0 :         return -1;
     494             :     }
     495             : 
     496             :     /* initialize dest */
     497      190416 :     dest = *src;
     498      190416 :     dest.buf = mem;
     499             :     /* shape is constant and shared: the logical representation of the
     500             :        array is unaltered. */
     501             : 
     502             :     /* The physical representation determined by strides (and possibly
     503             :        suboffsets) may change. */
     504      190416 :     dest.strides = strides;
     505      190416 :     if (order == 'C' || order == 'A') {
     506      146480 :         init_strides_from_shape(&dest);
     507             :     }
     508             :     else {
     509       43936 :         init_fortran_strides_from_shape(&dest);
     510             :     }
     511             : 
     512      190416 :     dest.suboffsets = NULL;
     513             : 
     514      190416 :     ret = copy_buffer(&dest, src);
     515             : 
     516      190416 :     PyMem_Free(strides);
     517      190416 :     return ret;
     518             : }
     519             : 
     520             : 
     521             : /****************************************************************************/
     522             : /*                               Constructors                               */
     523             : /****************************************************************************/
     524             : 
     525             : /* Initialize values that are shared with the managed buffer. */
     526             : static inline void
     527     2392580 : init_shared_values(Py_buffer *dest, const Py_buffer *src)
     528             : {
     529     2392580 :     dest->obj = src->obj;
     530     2392580 :     dest->buf = src->buf;
     531     2392580 :     dest->len = src->len;
     532     2392580 :     dest->itemsize = src->itemsize;
     533     2392580 :     dest->readonly = src->readonly;
     534     2392580 :     dest->format = src->format ? src->format : "B";
     535     2392580 :     dest->internal = src->internal;
     536     2392580 : }
     537             : 
     538             : /* Copy shape and strides. Reconstruct missing values. */
     539             : static void
     540     2331100 : init_shape_strides(Py_buffer *dest, const Py_buffer *src)
     541             : {
     542             :     Py_ssize_t i;
     543             : 
     544     2331100 :     if (src->ndim == 0) {
     545        5446 :         dest->shape = NULL;
     546        5446 :         dest->strides = NULL;
     547        5446 :         return;
     548             :     }
     549     2325660 :     if (src->ndim == 1) {
     550     2036680 :         dest->shape[0] = src->shape ? src->shape[0] : src->len / src->itemsize;
     551     2036680 :         dest->strides[0] = src->strides ? src->strides[0] : src->itemsize;
     552     2036680 :         return;
     553             :     }
     554             : 
     555      933730 :     for (i = 0; i < src->ndim; i++)
     556      644749 :         dest->shape[i] = src->shape[i];
     557      288981 :     if (src->strides) {
     558      933716 :         for (i = 0; i < src->ndim; i++)
     559      644739 :             dest->strides[i] = src->strides[i];
     560             :     }
     561             :     else {
     562           4 :         init_strides_from_shape(dest);
     563             :     }
     564             : }
     565             : 
     566             : static inline void
     567     2331100 : init_suboffsets(Py_buffer *dest, const Py_buffer *src)
     568             : {
     569             :     Py_ssize_t i;
     570             : 
     571     2331100 :     if (src->suboffsets == NULL) {
     572     2170920 :         dest->suboffsets = NULL;
     573     2170920 :         return;
     574             :     }
     575      391715 :     for (i = 0; i < src->ndim; i++)
     576      231538 :         dest->suboffsets[i] = src->suboffsets[i];
     577             : }
     578             : 
     579             : /* len = product(shape) * itemsize */
     580             : static inline void
     581      236439 : init_len(Py_buffer *view)
     582             : {
     583             :     Py_ssize_t i, len;
     584             : 
     585      236439 :     len = 1;
     586      472880 :     for (i = 0; i < view->ndim; i++)
     587      236441 :         len *= view->shape[i];
     588      236439 :     len *= view->itemsize;
     589             : 
     590      236439 :     view->len = len;
     591      236439 : }
     592             : 
     593             : /* Initialize memoryview buffer properties. */
     594             : static void
     595     2442280 : init_flags(PyMemoryViewObject *mv)
     596             : {
     597     2442280 :     const Py_buffer *view = &mv->view;
     598     2442280 :     int flags = 0;
     599             : 
     600     2442280 :     switch (view->ndim) {
     601        5447 :     case 0:
     602        5447 :         flags |= (_Py_MEMORYVIEW_SCALAR|_Py_MEMORYVIEW_C|
     603             :                   _Py_MEMORYVIEW_FORTRAN);
     604        5447 :         break;
     605     2214400 :     case 1:
     606     2214400 :         if (MV_CONTIGUOUS_NDIM1(view))
     607     2101200 :             flags |= (_Py_MEMORYVIEW_C|_Py_MEMORYVIEW_FORTRAN);
     608     2214400 :         break;
     609      222440 :     default:
     610      222440 :         if (PyBuffer_IsContiguous(view, 'C'))
     611      117462 :             flags |= _Py_MEMORYVIEW_C;
     612      222440 :         if (PyBuffer_IsContiguous(view, 'F'))
     613      100776 :             flags |= _Py_MEMORYVIEW_FORTRAN;
     614      222440 :         break;
     615             :     }
     616             : 
     617     2442280 :     if (view->suboffsets) {
     618       87200 :         flags |= _Py_MEMORYVIEW_PIL;
     619       87200 :         flags &= ~(_Py_MEMORYVIEW_C|_Py_MEMORYVIEW_FORTRAN);
     620             :     }
     621             : 
     622     2442280 :     mv->flags = flags;
     623     2442280 : }
     624             : 
     625             : /* Allocate a new memoryview and perform basic initialization. New memoryviews
     626             :    are exclusively created through the mbuf_add functions. */
     627             : static inline PyMemoryViewObject *
     628     2202170 : memory_alloc(int ndim)
     629             : {
     630             :     PyMemoryViewObject *mv;
     631             : 
     632             :     mv = (PyMemoryViewObject *)
     633     2202170 :         PyObject_GC_NewVar(PyMemoryViewObject, &PyMemoryView_Type, 3*ndim);
     634     2202170 :     if (mv == NULL)
     635           0 :         return NULL;
     636             : 
     637     2202170 :     mv->mbuf = NULL;
     638     2202170 :     mv->hash = -1;
     639     2202170 :     mv->flags = 0;
     640     2202170 :     mv->exports = 0;
     641     2202170 :     mv->view.ndim = ndim;
     642     2202170 :     mv->view.shape = mv->ob_array;
     643     2202170 :     mv->view.strides = mv->ob_array + ndim;
     644     2202170 :     mv->view.suboffsets = mv->ob_array + 2 * ndim;
     645     2202170 :     mv->weakreflist = NULL;
     646             : 
     647     2202170 :     _PyObject_GC_TRACK(mv);
     648     2202170 :     return mv;
     649             : }
     650             : 
     651             : /*
     652             :    Return a new memoryview that is registered with mbuf. If src is NULL,
     653             :    use mbuf->master as the underlying buffer. Otherwise, use src.
     654             : 
     655             :    The new memoryview has full buffer information: shape and strides
     656             :    are always present, suboffsets as needed. Arrays are copied to
     657             :    the memoryview's ob_array field.
     658             :  */
     659             : static PyObject *
     660     2140700 : mbuf_add_view(_PyManagedBufferObject *mbuf, const Py_buffer *src)
     661             : {
     662             :     PyMemoryViewObject *mv;
     663             :     Py_buffer *dest;
     664             : 
     665     2140700 :     if (src == NULL)
     666     1847250 :         src = &mbuf->master;
     667             : 
     668     2140700 :     if (src->ndim > PyBUF_MAX_NDIM) {
     669           6 :         PyErr_SetString(PyExc_ValueError,
     670             :             "memoryview: number of dimensions must not exceed "
     671             :             Py_STRINGIFY(PyBUF_MAX_NDIM));
     672           6 :         return NULL;
     673             :     }
     674             : 
     675     2140690 :     mv = memory_alloc(src->ndim);
     676     2140690 :     if (mv == NULL)
     677           0 :         return NULL;
     678             : 
     679     2140690 :     dest = &mv->view;
     680     2140690 :     init_shared_values(dest, src);
     681     2140690 :     init_shape_strides(dest, src);
     682     2140690 :     init_suboffsets(dest, src);
     683     2140690 :     init_flags(mv);
     684             : 
     685     2140690 :     mv->mbuf = mbuf;
     686     2140690 :     Py_INCREF(mbuf);
     687     2140690 :     mbuf->exports++;
     688             : 
     689     2140690 :     return (PyObject *)mv;
     690             : }
     691             : 
     692             : /* Register an incomplete view: shape, strides, suboffsets and flags still
     693             :    need to be initialized. Use 'ndim' instead of src->ndim to determine the
     694             :    size of the memoryview's ob_array.
     695             : 
     696             :    Assumption: ndim <= PyBUF_MAX_NDIM. */
     697             : static PyObject *
     698       61481 : mbuf_add_incomplete_view(_PyManagedBufferObject *mbuf, const Py_buffer *src,
     699             :                          int ndim)
     700             : {
     701             :     PyMemoryViewObject *mv;
     702             :     Py_buffer *dest;
     703             : 
     704       61481 :     if (src == NULL)
     705       21667 :         src = &mbuf->master;
     706             : 
     707       61481 :     assert(ndim <= PyBUF_MAX_NDIM);
     708             : 
     709       61481 :     mv = memory_alloc(ndim);
     710       61481 :     if (mv == NULL)
     711           0 :         return NULL;
     712             : 
     713       61481 :     dest = &mv->view;
     714       61481 :     init_shared_values(dest, src);
     715             : 
     716       61481 :     mv->mbuf = mbuf;
     717       61481 :     Py_INCREF(mbuf);
     718       61481 :     mbuf->exports++;
     719             : 
     720       61481 :     return (PyObject *)mv;
     721             : }
     722             : 
     723             : /* Expose a raw memory area as a view of contiguous bytes. flags can be
     724             :    PyBUF_READ or PyBUF_WRITE. view->format is set to "B" (unsigned bytes).
     725             :    The memoryview has complete buffer information. */
     726             : PyObject *
     727      150783 : PyMemoryView_FromMemory(char *mem, Py_ssize_t size, int flags)
     728             : {
     729             :     _PyManagedBufferObject *mbuf;
     730             :     PyObject *mv;
     731             :     int readonly;
     732             : 
     733      150783 :     assert(mem != NULL);
     734      150783 :     assert(flags == PyBUF_READ || flags == PyBUF_WRITE);
     735             : 
     736      150783 :     mbuf = mbuf_alloc();
     737      150783 :     if (mbuf == NULL)
     738           0 :         return NULL;
     739             : 
     740      150783 :     readonly = (flags == PyBUF_WRITE) ? 0 : 1;
     741      150783 :     (void)PyBuffer_FillInfo(&mbuf->master, NULL, mem, size, readonly,
     742             :                             PyBUF_FULL_RO);
     743             : 
     744      150783 :     mv = mbuf_add_view(mbuf, NULL);
     745      150783 :     Py_DECREF(mbuf);
     746             : 
     747      150783 :     return mv;
     748             : }
     749             : 
     750             : /* Create a memoryview from a given Py_buffer. For simple byte views,
     751             :    PyMemoryView_FromMemory() should be used instead.
     752             :    This function is the only entry point that can create a master buffer
     753             :    without full information. Because of this fact init_shape_strides()
     754             :    must be able to reconstruct missing values.  */
     755             : PyObject *
     756      976440 : PyMemoryView_FromBuffer(const Py_buffer *info)
     757             : {
     758             :     _PyManagedBufferObject *mbuf;
     759             :     PyObject *mv;
     760             : 
     761      976440 :     if (info->buf == NULL) {
     762           1 :         PyErr_SetString(PyExc_ValueError,
     763             :             "PyMemoryView_FromBuffer(): info->buf must not be NULL");
     764           1 :         return NULL;
     765             :     }
     766             : 
     767      976439 :     mbuf = mbuf_alloc();
     768      976439 :     if (mbuf == NULL)
     769           0 :         return NULL;
     770             : 
     771             :     /* info->obj is either NULL or a borrowed reference. This reference
     772             :        should not be decremented in PyBuffer_Release(). */
     773      976439 :     mbuf->master = *info;
     774      976439 :     mbuf->master.obj = NULL;
     775             : 
     776      976439 :     mv = mbuf_add_view(mbuf, NULL);
     777      976439 :     Py_DECREF(mbuf);
     778             : 
     779      976439 :     return mv;
     780             : }
     781             : 
     782             : /* Create a memoryview from an object that implements the buffer protocol.
     783             :    If the object is a memoryview, the new memoryview must be registered
     784             :    with the same managed buffer. Otherwise, a new managed buffer is created. */
     785             : PyObject *
     786      750039 : PyMemoryView_FromObject(PyObject *v)
     787             : {
     788             :     _PyManagedBufferObject *mbuf;
     789             : 
     790      750039 :     if (PyMemoryView_Check(v)) {
     791       29410 :         PyMemoryViewObject *mv = (PyMemoryViewObject *)v;
     792       29410 :         CHECK_RELEASED(mv);
     793       29409 :         return mbuf_add_view(mv->mbuf, &mv->view);
     794             :     }
     795      720629 :     else if (PyObject_CheckBuffer(v)) {
     796             :         PyObject *ret;
     797      720544 :         mbuf = (_PyManagedBufferObject *)_PyManagedBuffer_FromObject(v);
     798      720544 :         if (mbuf == NULL)
     799         517 :             return NULL;
     800      720027 :         ret = mbuf_add_view(mbuf, NULL);
     801      720027 :         Py_DECREF(mbuf);
     802      720027 :         return ret;
     803             :     }
     804             : 
     805          85 :     PyErr_Format(PyExc_TypeError,
     806             :         "memoryview: a bytes-like object is required, not '%.200s'",
     807          85 :         Py_TYPE(v)->tp_name);
     808          85 :     return NULL;
     809             : }
     810             : 
     811             : /* Copy the format string from a base object that might vanish. */
     812             : static int
     813       21667 : mbuf_copy_format(_PyManagedBufferObject *mbuf, const char *fmt)
     814             : {
     815       21667 :     if (fmt != NULL) {
     816       21667 :         char *cp = PyMem_Malloc(strlen(fmt)+1);
     817       21667 :         if (cp == NULL) {
     818           0 :             PyErr_NoMemory();
     819           0 :             return -1;
     820             :         }
     821       21667 :         mbuf->master.format = strcpy(cp, fmt);
     822       21667 :         mbuf->flags |= _Py_MANAGED_BUFFER_FREE_FORMAT;
     823             :     }
     824             : 
     825       21667 :     return 0;
     826             : }
     827             : 
     828             : /*
     829             :    Return a memoryview that is based on a contiguous copy of src.
     830             :    Assumptions: src has PyBUF_FULL_RO information, src->ndim > 0.
     831             : 
     832             :    Ownership rules:
     833             :      1) As usual, the returned memoryview has a private copy
     834             :         of src->shape, src->strides and src->suboffsets.
     835             :      2) src->format is copied to the master buffer and released
     836             :         in mbuf_dealloc(). The releasebufferproc of the bytes
     837             :         object is NULL, so it does not matter that mbuf_release()
     838             :         passes the altered format pointer to PyBuffer_Release().
     839             : */
     840             : static PyObject *
     841       21667 : memory_from_contiguous_copy(const Py_buffer *src, char order)
     842             : {
     843             :     _PyManagedBufferObject *mbuf;
     844             :     PyMemoryViewObject *mv;
     845             :     PyObject *bytes;
     846             :     Py_buffer *dest;
     847             :     int i;
     848             : 
     849       21667 :     assert(src->ndim > 0);
     850       21667 :     assert(src->shape != NULL);
     851             : 
     852       21667 :     bytes = PyBytes_FromStringAndSize(NULL, src->len);
     853       21667 :     if (bytes == NULL)
     854           0 :         return NULL;
     855             : 
     856       21667 :     mbuf = (_PyManagedBufferObject *)_PyManagedBuffer_FromObject(bytes);
     857       21667 :     Py_DECREF(bytes);
     858       21667 :     if (mbuf == NULL)
     859           0 :         return NULL;
     860             : 
     861       21667 :     if (mbuf_copy_format(mbuf, src->format) < 0) {
     862           0 :         Py_DECREF(mbuf);
     863           0 :         return NULL;
     864             :     }
     865             : 
     866       21667 :     mv = (PyMemoryViewObject *)mbuf_add_incomplete_view(mbuf, NULL, src->ndim);
     867       21667 :     Py_DECREF(mbuf);
     868       21667 :     if (mv == NULL)
     869           0 :         return NULL;
     870             : 
     871       21667 :     dest = &mv->view;
     872             : 
     873             :     /* shared values are initialized correctly except for itemsize */
     874       21667 :     dest->itemsize = src->itemsize;
     875             : 
     876             :     /* shape and strides */
     877       52951 :     for (i = 0; i < src->ndim; i++) {
     878       31284 :         dest->shape[i] = src->shape[i];
     879             :     }
     880       21667 :     if (order == 'C' || order == 'A') {
     881       14344 :         init_strides_from_shape(dest);
     882             :     }
     883             :     else {
     884        7323 :         init_fortran_strides_from_shape(dest);
     885             :     }
     886             :     /* suboffsets */
     887       21667 :     dest->suboffsets = NULL;
     888             : 
     889             :     /* flags */
     890       21667 :     init_flags(mv);
     891             : 
     892       21667 :     if (copy_buffer(dest, src) < 0) {
     893           0 :         Py_DECREF(mv);
     894           0 :         return NULL;
     895             :     }
     896             : 
     897       21667 :     return (PyObject *)mv;
     898             : }
     899             : 
     900             : /*
     901             :    Return a new memoryview object based on a contiguous exporter with
     902             :    buffertype={PyBUF_READ, PyBUF_WRITE} and order={'C', 'F'ortran, or 'A'ny}.
     903             :    The logical structure of the input and output buffers is the same
     904             :    (i.e. tolist(input) == tolist(output)), but the physical layout in
     905             :    memory can be explicitly chosen.
     906             : 
     907             :    As usual, if buffertype=PyBUF_WRITE, the exporter's buffer must be writable,
     908             :    otherwise it may be writable or read-only.
     909             : 
     910             :    If the exporter is already contiguous with the desired target order,
     911             :    the memoryview will be directly based on the exporter.
     912             : 
     913             :    Otherwise, if the buffertype is PyBUF_READ, the memoryview will be
     914             :    based on a new bytes object. If order={'C', 'A'ny}, use 'C' order,
     915             :    'F'ortran order otherwise.
     916             : */
     917             : PyObject *
     918       33789 : PyMemoryView_GetContiguous(PyObject *obj, int buffertype, char order)
     919             : {
     920             :     PyMemoryViewObject *mv;
     921             :     PyObject *ret;
     922             :     Py_buffer *view;
     923             : 
     924       33789 :     assert(buffertype == PyBUF_READ || buffertype == PyBUF_WRITE);
     925       33789 :     assert(order == 'C' || order == 'F' || order == 'A');
     926             : 
     927       33789 :     mv = (PyMemoryViewObject *)PyMemoryView_FromObject(obj);
     928       33789 :     if (mv == NULL)
     929           4 :         return NULL;
     930             : 
     931       33785 :     view = &mv->view;
     932       33785 :     if (buffertype == PyBUF_WRITE && view->readonly) {
     933           2 :         PyErr_SetString(PyExc_BufferError,
     934             :             "underlying buffer is not writable");
     935           2 :         Py_DECREF(mv);
     936           2 :         return NULL;
     937             :     }
     938             : 
     939       33783 :     if (PyBuffer_IsContiguous(view, order))
     940       12111 :         return (PyObject *)mv;
     941             : 
     942       21672 :     if (buffertype == PyBUF_WRITE) {
     943           5 :         PyErr_SetString(PyExc_BufferError,
     944             :             "writable contiguous buffer requested "
     945             :             "for a non-contiguous object.");
     946           5 :         Py_DECREF(mv);
     947           5 :         return NULL;
     948             :     }
     949             : 
     950       21667 :     ret = memory_from_contiguous_copy(view, order);
     951       21667 :     Py_DECREF(mv);
     952       21667 :     return ret;
     953             : }
     954             : 
     955             : 
     956             : /*[clinic input]
     957             : @classmethod
     958             : memoryview.__new__
     959             : 
     960             :     object: object
     961             : 
     962             : Create a new memoryview object which references the given object.
     963             : [clinic start generated code]*/
     964             : 
     965             : static PyObject *
     966      644209 : memoryview_impl(PyTypeObject *type, PyObject *object)
     967             : /*[clinic end generated code: output=7de78e184ed66db8 input=f04429eb0bdf8c6e]*/
     968             : {
     969      644209 :     return PyMemoryView_FromObject(object);
     970             : }
     971             : 
     972             : 
     973             : /****************************************************************************/
     974             : /*                         Previously in abstract.c                         */
     975             : /****************************************************************************/
     976             : 
     977             : typedef struct {
     978             :     Py_buffer view;
     979             :     Py_ssize_t array[1];
     980             : } Py_buffer_full;
     981             : 
     982             : int
     983      572733 : PyBuffer_ToContiguous(void *buf, const Py_buffer *src, Py_ssize_t len, char order)
     984             : {
     985      572733 :     Py_buffer_full *fb = NULL;
     986             :     int ret;
     987             : 
     988      572733 :     assert(order == 'C' || order == 'F' || order == 'A');
     989             : 
     990      572733 :     if (len != src->len) {
     991           0 :         PyErr_SetString(PyExc_ValueError,
     992             :             "PyBuffer_ToContiguous: len != view->len");
     993           0 :         return -1;
     994             :     }
     995             : 
     996      572733 :     if (PyBuffer_IsContiguous(src, order)) {
     997      382321 :         memcpy((char *)buf, src->buf, len);
     998      382321 :         return 0;
     999             :     }
    1000             : 
    1001             :     /* buffer_to_contiguous() assumes PyBUF_FULL */
    1002      190412 :     fb = PyMem_Malloc(sizeof *fb + 3 * src->ndim * (sizeof *fb->array));
    1003      190412 :     if (fb == NULL) {
    1004           0 :         PyErr_NoMemory();
    1005           0 :         return -1;
    1006             :     }
    1007      190412 :     fb->view.ndim = src->ndim;
    1008      190412 :     fb->view.shape = fb->array;
    1009      190412 :     fb->view.strides = fb->array + src->ndim;
    1010      190412 :     fb->view.suboffsets = fb->array + 2 * src->ndim;
    1011             : 
    1012      190412 :     init_shared_values(&fb->view, src);
    1013      190412 :     init_shape_strides(&fb->view, src);
    1014      190412 :     init_suboffsets(&fb->view, src);
    1015             : 
    1016      190412 :     src = &fb->view;
    1017             : 
    1018      190412 :     ret = buffer_to_contiguous(buf, src, order);
    1019      190412 :     PyMem_Free(fb);
    1020      190412 :     return ret;
    1021             : }
    1022             : 
    1023             : 
    1024             : /****************************************************************************/
    1025             : /*                           Release/GC management                          */
    1026             : /****************************************************************************/
    1027             : 
    1028             : /* Inform the managed buffer that this particular memoryview will not access
    1029             :    the underlying buffer again. If no other memoryviews are registered with
    1030             :    the managed buffer, the underlying buffer is released instantly and
    1031             :    marked as inaccessible for both the memoryview and the managed buffer.
    1032             : 
    1033             :    This function fails if the memoryview itself has exported buffers. */
    1034             : static int
    1035     2247450 : _memory_release(PyMemoryViewObject *self)
    1036             : {
    1037     2247450 :     if (self->flags & _Py_MEMORYVIEW_RELEASED)
    1038       45322 :         return 0;
    1039             : 
    1040     2202130 :     if (self->exports == 0) {
    1041     2202120 :         self->flags |= _Py_MEMORYVIEW_RELEASED;
    1042     2202120 :         assert(self->mbuf->exports > 0);
    1043     2202120 :         if (--self->mbuf->exports == 0)
    1044     1868870 :             mbuf_release(self->mbuf);
    1045     2202120 :         return 0;
    1046             :     }
    1047           5 :     if (self->exports > 0) {
    1048           5 :         PyErr_Format(PyExc_BufferError,
    1049             :             "memoryview has %zd exported buffer%s", self->exports,
    1050           5 :             self->exports==1 ? "" : "s");
    1051           5 :         return -1;
    1052             :     }
    1053             : 
    1054           0 :     PyErr_SetString(PyExc_SystemError,
    1055             :                     "_memory_release(): negative export count");
    1056           0 :     return -1;
    1057             : }
    1058             : 
    1059             : /*[clinic input]
    1060             : memoryview.release
    1061             : 
    1062             : Release the underlying buffer exposed by the memoryview object.
    1063             : [clinic start generated code]*/
    1064             : 
    1065             : static PyObject *
    1066       45325 : memoryview_release_impl(PyMemoryViewObject *self)
    1067             : /*[clinic end generated code: output=d0b7e3ba95b7fcb9 input=bc71d1d51f4a52f0]*/
    1068             : {
    1069       45325 :     if (_memory_release(self) < 0)
    1070           5 :         return NULL;
    1071       45320 :     Py_RETURN_NONE;
    1072             : }
    1073             : 
    1074             : static void
    1075     2202120 : memory_dealloc(PyMemoryViewObject *self)
    1076             : {
    1077     2202120 :     assert(self->exports == 0);
    1078     2202120 :     _PyObject_GC_UNTRACK(self);
    1079     2202120 :     (void)_memory_release(self);
    1080     2202120 :     Py_CLEAR(self->mbuf);
    1081     2202120 :     if (self->weakreflist != NULL)
    1082           9 :         PyObject_ClearWeakRefs((PyObject *) self);
    1083     2202120 :     PyObject_GC_Del(self);
    1084     2202120 : }
    1085             : 
    1086             : static int
    1087       47908 : memory_traverse(PyMemoryViewObject *self, visitproc visit, void *arg)
    1088             : {
    1089       47908 :     Py_VISIT(self->mbuf);
    1090       47908 :     return 0;
    1091             : }
    1092             : 
    1093             : static int
    1094           2 : memory_clear(PyMemoryViewObject *self)
    1095             : {
    1096           2 :     (void)_memory_release(self);
    1097           2 :     Py_CLEAR(self->mbuf);
    1098           2 :     return 0;
    1099             : }
    1100             : 
    1101             : static PyObject *
    1102       44993 : memory_enter(PyObject *self, PyObject *args)
    1103             : {
    1104       44993 :     CHECK_RELEASED(self);
    1105       44966 :     Py_INCREF(self);
    1106       44966 :     return self;
    1107             : }
    1108             : 
    1109             : static PyObject *
    1110       44966 : memory_exit(PyObject *self, PyObject *args)
    1111             : {
    1112       44966 :     return memoryview_release_impl((PyMemoryViewObject *)self);
    1113             : }
    1114             : 
    1115             : 
    1116             : /****************************************************************************/
    1117             : /*                         Casting format and shape                         */
    1118             : /****************************************************************************/
    1119             : 
    1120             : #define IS_BYTE_FORMAT(f) (f == 'b' || f == 'B' || f == 'c')
    1121             : 
    1122             : static inline Py_ssize_t
    1123      396382 : get_native_fmtchar(char *result, const char *fmt)
    1124             : {
    1125      396382 :     Py_ssize_t size = -1;
    1126             : 
    1127      396382 :     if (fmt[0] == '@') fmt++;
    1128             : 
    1129      396382 :     switch (fmt[0]) {
    1130      184916 :     case 'c': case 'b': case 'B': size = sizeof(char); break;
    1131       12551 :     case 'h': case 'H': size = sizeof(short); break;
    1132       16493 :     case 'i': case 'I': size = sizeof(int); break;
    1133       61092 :     case 'l': case 'L': size = sizeof(long); break;
    1134        7898 :     case 'q': case 'Q': size = sizeof(long long); break;
    1135        7886 :     case 'n': case 'N': size = sizeof(Py_ssize_t); break;
    1136        6660 :     case 'f': size = sizeof(float); break;
    1137        6993 :     case 'd': size = sizeof(double); break;
    1138       50162 :     case '?': size = sizeof(_Bool); break;
    1139        3714 :     case 'P': size = sizeof(void *); break;
    1140             :     }
    1141             : 
    1142      396382 :     if (size > 0 && fmt[1] == '\0') {
    1143      358312 :         *result = fmt[0];
    1144      358312 :         return size;
    1145             :     }
    1146             : 
    1147       38070 :     return -1;
    1148             : }
    1149             : 
    1150             : static inline const char *
    1151       31613 : get_native_fmtstr(const char *fmt)
    1152             : {
    1153       31613 :     int at = 0;
    1154             : 
    1155       31613 :     if (fmt[0] == '@') {
    1156        8871 :         at = 1;
    1157        8871 :         fmt++;
    1158             :     }
    1159       31613 :     if (fmt[0] == '\0' || fmt[1] != '\0') {
    1160           0 :         return NULL;
    1161             :     }
    1162             : 
    1163             : #define RETURN(s) do { return at ? "@" s : s; } while (0)
    1164             : 
    1165       31613 :     switch (fmt[0]) {
    1166        3284 :     case 'c': RETURN("c");
    1167        3284 :     case 'b': RETURN("b");
    1168       13735 :     case 'B': RETURN("B");
    1169         607 :     case 'h': RETURN("h");
    1170         613 :     case 'H': RETURN("H");
    1171         928 :     case 'i': RETURN("i");
    1172        3325 :     case 'I': RETURN("I");
    1173         607 :     case 'l': RETURN("l");
    1174         607 :     case 'L': RETURN("L");
    1175         604 :     case 'q': RETURN("q");
    1176         604 :     case 'Q': RETURN("Q");
    1177         604 :     case 'n': RETURN("n");
    1178         604 :     case 'N': RETURN("N");
    1179         596 :     case 'f': RETURN("f");
    1180         603 :     case 'd': RETURN("d");
    1181         405 :     case '?': RETURN("?");
    1182         603 :     case 'P': RETURN("P");
    1183             :     }
    1184             : 
    1185           0 :     return NULL;
    1186             : }
    1187             : 
    1188             : 
    1189             : /* Cast a memoryview's data type to 'format'. The input array must be
    1190             :    C-contiguous. At least one of input-format, output-format must have
    1191             :    byte size. The output array is 1-D, with the same byte length as the
    1192             :    input array. Thus, view->len must be a multiple of the new itemsize. */
    1193             : static int
    1194       39814 : cast_to_1D(PyMemoryViewObject *mv, PyObject *format)
    1195             : {
    1196       39814 :     Py_buffer *view = &mv->view;
    1197             :     PyObject *asciifmt;
    1198             :     char srcchar, destchar;
    1199             :     Py_ssize_t itemsize;
    1200       39814 :     int ret = -1;
    1201             : 
    1202       39814 :     assert(view->ndim >= 1);
    1203       39814 :     assert(Py_SIZE(mv) == 3*view->ndim);
    1204       39814 :     assert(view->shape == mv->ob_array);
    1205       39814 :     assert(view->strides == mv->ob_array + view->ndim);
    1206       39814 :     assert(view->suboffsets == mv->ob_array + 2*view->ndim);
    1207             : 
    1208       39814 :     asciifmt = PyUnicode_AsASCIIString(format);
    1209       39814 :     if (asciifmt == NULL)
    1210           0 :         return ret;
    1211             : 
    1212       39814 :     itemsize = get_native_fmtchar(&destchar, PyBytes_AS_STRING(asciifmt));
    1213       39814 :     if (itemsize < 0) {
    1214        7515 :         PyErr_SetString(PyExc_ValueError,
    1215             :             "memoryview: destination format must be a native single "
    1216             :             "character format prefixed with an optional '@'");
    1217        7515 :         goto out;
    1218             :     }
    1219             : 
    1220       32299 :     if ((get_native_fmtchar(&srcchar, view->format) < 0 ||
    1221       32299 :          !IS_BYTE_FORMAT(srcchar)) && !IS_BYTE_FORMAT(destchar)) {
    1222         685 :         PyErr_SetString(PyExc_TypeError,
    1223             :             "memoryview: cannot cast between two non-byte formats");
    1224         685 :         goto out;
    1225             :     }
    1226       31614 :     if (view->len % itemsize) {
    1227           1 :         PyErr_SetString(PyExc_TypeError,
    1228             :             "memoryview: length is not a multiple of itemsize");
    1229           1 :         goto out;
    1230             :     }
    1231             : 
    1232       31613 :     view->format = (char *)get_native_fmtstr(PyBytes_AS_STRING(asciifmt));
    1233       31613 :     if (view->format == NULL) {
    1234             :         /* NOT_REACHED: get_native_fmtchar() already validates the format. */
    1235           0 :         PyErr_SetString(PyExc_RuntimeError,
    1236             :             "memoryview: internal error");
    1237           0 :         goto out;
    1238             :     }
    1239       31613 :     view->itemsize = itemsize;
    1240             : 
    1241       31613 :     view->ndim = 1;
    1242       31613 :     view->shape[0] = view->len / view->itemsize;
    1243       31613 :     view->strides[0] = view->itemsize;
    1244       31613 :     view->suboffsets = NULL;
    1245             : 
    1246       31613 :     init_flags(mv);
    1247             : 
    1248       31613 :     ret = 0;
    1249             : 
    1250       39814 : out:
    1251       39814 :     Py_DECREF(asciifmt);
    1252       39814 :     return ret;
    1253             : }
    1254             : 
    1255             : /* The memoryview must have space for 3*len(seq) elements. */
    1256             : static Py_ssize_t
    1257       11883 : copy_shape(Py_ssize_t *shape, const PyObject *seq, Py_ssize_t ndim,
    1258             :            Py_ssize_t itemsize)
    1259             : {
    1260             :     Py_ssize_t x, i;
    1261       11883 :     Py_ssize_t len = itemsize;
    1262             : 
    1263       30644 :     for (i = 0; i < ndim; i++) {
    1264       18768 :         PyObject *tmp = PySequence_Fast_GET_ITEM(seq, i);
    1265       18768 :         if (!PyLong_Check(tmp)) {
    1266           1 :             PyErr_SetString(PyExc_TypeError,
    1267             :                 "memoryview.cast(): elements of shape must be integers");
    1268           1 :             return -1;
    1269             :         }
    1270       18767 :         x = PyLong_AsSsize_t(tmp);
    1271       18767 :         if (x == -1 && PyErr_Occurred()) {
    1272           1 :             return -1;
    1273             :         }
    1274       18766 :         if (x <= 0) {
    1275             :             /* In general elements of shape may be 0, but not for casting. */
    1276           3 :             PyErr_Format(PyExc_ValueError,
    1277             :                 "memoryview.cast(): elements of shape must be integers > 0");
    1278           3 :             return -1;
    1279             :         }
    1280       18763 :         if (x > PY_SSIZE_T_MAX / len) {
    1281           2 :             PyErr_Format(PyExc_ValueError,
    1282             :                 "memoryview.cast(): product(shape) > SSIZE_MAX");
    1283           2 :             return -1;
    1284             :         }
    1285       18761 :         len *= x;
    1286       18761 :         shape[i] = x;
    1287             :     }
    1288             : 
    1289       11876 :     return len;
    1290             : }
    1291             : 
    1292             : /* Cast a 1-D array to a new shape. The result array will be C-contiguous.
    1293             :    If the result array does not have exactly the same byte length as the
    1294             :    input array, raise ValueError. */
    1295             : static int
    1296       11884 : cast_to_ND(PyMemoryViewObject *mv, const PyObject *shape, int ndim)
    1297             : {
    1298       11884 :     Py_buffer *view = &mv->view;
    1299             :     Py_ssize_t len;
    1300             : 
    1301       11884 :     assert(view->ndim == 1); /* ndim from cast_to_1D() */
    1302       11884 :     assert(Py_SIZE(mv) == 3*(ndim==0?1:ndim)); /* ndim of result array */
    1303       11884 :     assert(view->shape == mv->ob_array);
    1304       11884 :     assert(view->strides == mv->ob_array + (ndim==0?1:ndim));
    1305       11884 :     assert(view->suboffsets == NULL);
    1306             : 
    1307       11884 :     view->ndim = ndim;
    1308       11884 :     if (view->ndim == 0) {
    1309           1 :         view->shape = NULL;
    1310           1 :         view->strides = NULL;
    1311           1 :         len = view->itemsize;
    1312             :     }
    1313             :     else {
    1314       11883 :         len = copy_shape(view->shape, shape, ndim, view->itemsize);
    1315       11883 :         if (len < 0)
    1316           7 :             return -1;
    1317       11876 :         init_strides_from_shape(view);
    1318             :     }
    1319             : 
    1320       11877 :     if (view->len != len) {
    1321           2 :         PyErr_SetString(PyExc_TypeError,
    1322             :             "memoryview: product(shape) * itemsize != buffer size");
    1323           2 :         return -1;
    1324             :     }
    1325             : 
    1326       11875 :     init_flags(mv);
    1327             : 
    1328       11875 :     return 0;
    1329             : }
    1330             : 
    1331             : static int
    1332       26264 : zero_in_shape(PyMemoryViewObject *mv)
    1333             : {
    1334       26264 :     Py_buffer *view = &mv->view;
    1335             :     Py_ssize_t i;
    1336             : 
    1337       66054 :     for (i = 0; i < view->ndim; i++)
    1338       39793 :         if (view->shape[i] == 0)
    1339           3 :             return 1;
    1340             : 
    1341       26261 :     return 0;
    1342             : }
    1343             : 
    1344             : /*
    1345             :    Cast a copy of 'self' to a different view. The input view must
    1346             :    be C-contiguous. The function always casts the input view to a
    1347             :    1-D output according to 'format'. At least one of input-format,
    1348             :    output-format must have byte size.
    1349             : 
    1350             :    If 'shape' is given, the 1-D view from the previous step will
    1351             :    be cast to a C-contiguous view with new shape and strides.
    1352             : 
    1353             :    All casts must result in views that will have the exact byte
    1354             :    size of the original input. Otherwise, an error is raised.
    1355             : */
    1356             : /*[clinic input]
    1357             : memoryview.cast
    1358             : 
    1359             :     format: unicode
    1360             :     shape: object = NULL
    1361             : 
    1362             : Cast a memoryview to a new format or shape.
    1363             : [clinic start generated code]*/
    1364             : 
    1365             : static PyObject *
    1366       40003 : memoryview_cast_impl(PyMemoryViewObject *self, PyObject *format,
    1367             :                      PyObject *shape)
    1368             : /*[clinic end generated code: output=bae520b3a389cbab input=138936cc9041b1a3]*/
    1369             : {
    1370       40003 :     PyMemoryViewObject *mv = NULL;
    1371       40003 :     Py_ssize_t ndim = 1;
    1372             : 
    1373       40003 :     CHECK_RELEASED(self);
    1374             : 
    1375       40002 :     if (!MV_C_CONTIGUOUS(self->flags)) {
    1376           1 :         PyErr_SetString(PyExc_TypeError,
    1377             :             "memoryview: casts are restricted to C-contiguous views");
    1378           1 :         return NULL;
    1379             :     }
    1380       40001 :     if ((shape || self->view.ndim != 1) && zero_in_shape(self)) {
    1381           3 :         PyErr_SetString(PyExc_TypeError,
    1382             :             "memoryview: cannot cast view with zeros in shape or strides");
    1383           3 :         return NULL;
    1384             :     }
    1385       39998 :     if (shape) {
    1386       20260 :         CHECK_LIST_OR_TUPLE(shape)
    1387       20259 :         ndim = PySequence_Fast_GET_SIZE(shape);
    1388       20259 :         if (ndim > PyBUF_MAX_NDIM) {
    1389           1 :             PyErr_SetString(PyExc_ValueError,
    1390             :                 "memoryview: number of dimensions must not exceed "
    1391             :                 Py_STRINGIFY(PyBUF_MAX_NDIM));
    1392           1 :             return NULL;
    1393             :         }
    1394       20258 :         if (self->view.ndim != 1 && ndim != 1) {
    1395         182 :             PyErr_SetString(PyExc_TypeError,
    1396             :                 "memoryview: cast must be 1D -> ND or ND -> 1D");
    1397         182 :             return NULL;
    1398             :         }
    1399             :     }
    1400             : 
    1401             :     mv = (PyMemoryViewObject *)
    1402       39814 :         mbuf_add_incomplete_view(self->mbuf, &self->view, ndim==0 ? 1 : (int)ndim);
    1403       39814 :     if (mv == NULL)
    1404           0 :         return NULL;
    1405             : 
    1406       39814 :     if (cast_to_1D(mv, format) < 0)
    1407        8201 :         goto error;
    1408       31613 :     if (shape && cast_to_ND(mv, shape, (int)ndim) < 0)
    1409           9 :         goto error;
    1410             : 
    1411       31604 :     return (PyObject *)mv;
    1412             : 
    1413        8210 : error:
    1414        8210 :     Py_DECREF(mv);
    1415        8210 :     return NULL;
    1416             : }
    1417             : 
    1418             : /*[clinic input]
    1419             : memoryview.toreadonly
    1420             : 
    1421             : Return a readonly version of the memoryview.
    1422             : [clinic start generated code]*/
    1423             : 
    1424             : static PyObject *
    1425       27597 : memoryview_toreadonly_impl(PyMemoryViewObject *self)
    1426             : /*[clinic end generated code: output=2c7e056f04c99e62 input=dc06d20f19ba236f]*/
    1427             : {
    1428       27597 :     CHECK_RELEASED(self);
    1429             :     /* Even if self is already readonly, we still need to create a new
    1430             :      * object for .release() to work correctly.
    1431             :      */
    1432       27597 :     self = (PyMemoryViewObject *) mbuf_add_view(self->mbuf, &self->view);
    1433       27597 :     if (self != NULL) {
    1434       27597 :         self->view.readonly = 1;
    1435             :     };
    1436       27597 :     return (PyObject *) self;
    1437             : }
    1438             : 
    1439             : 
    1440             : /**************************************************************************/
    1441             : /*                               getbuffer                                */
    1442             : /**************************************************************************/
    1443             : 
    1444             : static int
    1445     3697720 : memory_getbuf(PyMemoryViewObject *self, Py_buffer *view, int flags)
    1446             : {
    1447     3697720 :     Py_buffer *base = &self->view;
    1448     3697720 :     int baseflags = self->flags;
    1449             : 
    1450     3697720 :     CHECK_RELEASED_INT(self);
    1451             : 
    1452             :     /* start with complete information */
    1453     3697700 :     *view = *base;
    1454     3697700 :     view->obj = NULL;
    1455             : 
    1456     3697700 :     if (REQ_WRITABLE(flags) && base->readonly) {
    1457        6692 :         PyErr_SetString(PyExc_BufferError,
    1458             :             "memoryview: underlying buffer is not writable");
    1459        6692 :         return -1;
    1460             :     }
    1461     3691000 :     if (!REQ_FORMAT(flags)) {
    1462             :         /* NULL indicates that the buffer's data type has been cast to 'B'.
    1463             :            view->itemsize is the _previous_ itemsize. If shape is present,
    1464             :            the equality product(shape) * itemsize = len still holds at this
    1465             :            point. The equality calcsize(format) = itemsize does _not_ hold
    1466             :            from here on! */
    1467     3602290 :         view->format = NULL;
    1468             :     }
    1469             : 
    1470     3691000 :     if (REQ_C_CONTIGUOUS(flags) && !MV_C_CONTIGUOUS(baseflags)) {
    1471         816 :         PyErr_SetString(PyExc_BufferError,
    1472             :             "memoryview: underlying buffer is not C-contiguous");
    1473         816 :         return -1;
    1474             :     }
    1475     3690190 :     if (REQ_F_CONTIGUOUS(flags) && !MV_F_CONTIGUOUS(baseflags)) {
    1476         816 :         PyErr_SetString(PyExc_BufferError,
    1477             :             "memoryview: underlying buffer is not Fortran contiguous");
    1478         816 :         return -1;
    1479             :     }
    1480     3689370 :     if (REQ_ANY_CONTIGUOUS(flags) && !MV_ANY_CONTIGUOUS(baseflags)) {
    1481         792 :         PyErr_SetString(PyExc_BufferError,
    1482             :             "memoryview: underlying buffer is not contiguous");
    1483         792 :         return -1;
    1484             :     }
    1485     3688580 :     if (!REQ_INDIRECT(flags) && (baseflags & _Py_MEMORYVIEW_PIL)) {
    1486        3456 :         PyErr_SetString(PyExc_BufferError,
    1487             :             "memoryview: underlying buffer requires suboffsets");
    1488        3456 :         return -1;
    1489             :     }
    1490     3685120 :     if (!REQ_STRIDES(flags)) {
    1491     3599120 :         if (!MV_C_CONTIGUOUS(baseflags)) {
    1492        1412 :             PyErr_SetString(PyExc_BufferError,
    1493             :                 "memoryview: underlying buffer is not C-contiguous");
    1494        1412 :             return -1;
    1495             :         }
    1496     3597710 :         view->strides = NULL;
    1497             :     }
    1498     3683710 :     if (!REQ_SHAPE(flags)) {
    1499             :         /* PyBUF_SIMPLE or PyBUF_WRITABLE: at this point buf is C-contiguous,
    1500             :            so base->buf = ndbuf->data. */
    1501     3554030 :         if (view->format != NULL) {
    1502             :             /* PyBUF_SIMPLE|PyBUF_FORMAT and PyBUF_WRITABLE|PyBUF_FORMAT do
    1503             :                not make sense. */
    1504         120 :             PyErr_Format(PyExc_BufferError,
    1505             :                 "memoryview: cannot cast to unsigned bytes if the format flag "
    1506             :                 "is present");
    1507         120 :             return -1;
    1508             :         }
    1509             :         /* product(shape) * itemsize = len and calcsize(format) = itemsize
    1510             :            do _not_ hold from here on! */
    1511     3553910 :         view->ndim = 1;
    1512     3553910 :         view->shape = NULL;
    1513             :     }
    1514             : 
    1515             : 
    1516     3683590 :     view->obj = (PyObject *)self;
    1517     3683590 :     Py_INCREF(view->obj);
    1518     3683590 :     self->exports++;
    1519             : 
    1520     3683590 :     return 0;
    1521             : }
    1522             : 
    1523             : static void
    1524     3683590 : memory_releasebuf(PyMemoryViewObject *self, Py_buffer *view)
    1525             : {
    1526     3683590 :     self->exports--;
    1527     3683590 :     return;
    1528             :     /* PyBuffer_Release() decrements view->obj after this function returns. */
    1529             : }
    1530             : 
    1531             : /* Buffer methods */
    1532             : static PyBufferProcs memory_as_buffer = {
    1533             :     (getbufferproc)memory_getbuf,         /* bf_getbuffer */
    1534             :     (releasebufferproc)memory_releasebuf, /* bf_releasebuffer */
    1535             : };
    1536             : 
    1537             : 
    1538             : /****************************************************************************/
    1539             : /*           Optimized pack/unpack for all native format specifiers         */
    1540             : /****************************************************************************/
    1541             : 
    1542             : /*
    1543             :   Fix exceptions:
    1544             :      1) Include format string in the error message.
    1545             :      2) OverflowError -> ValueError.
    1546             :      3) The error message from PyNumber_Index() is not ideal.
    1547             : */
    1548             : static int
    1549         690 : type_error_int(const char *fmt)
    1550             : {
    1551         690 :     PyErr_Format(PyExc_TypeError,
    1552             :         "memoryview: invalid type for format '%s'", fmt);
    1553         690 :     return -1;
    1554             : }
    1555             : 
    1556             : static int
    1557          33 : value_error_int(const char *fmt)
    1558             : {
    1559          33 :     PyErr_Format(PyExc_ValueError,
    1560             :         "memoryview: invalid value for format '%s'", fmt);
    1561          33 :     return -1;
    1562             : }
    1563             : 
    1564             : static int
    1565         663 : fix_error_int(const char *fmt)
    1566             : {
    1567         663 :     assert(PyErr_Occurred());
    1568         663 :     if (PyErr_ExceptionMatches(PyExc_TypeError)) {
    1569         643 :         PyErr_Clear();
    1570         643 :         return type_error_int(fmt);
    1571             :     }
    1572          20 :     else if (PyErr_ExceptionMatches(PyExc_OverflowError) ||
    1573           0 :              PyErr_ExceptionMatches(PyExc_ValueError)) {
    1574          20 :         PyErr_Clear();
    1575          20 :         return value_error_int(fmt);
    1576             :     }
    1577             : 
    1578           0 :     return -1;
    1579             : }
    1580             : 
    1581             : /* Accept integer objects or objects with an __index__() method. */
    1582             : static long
    1583       16104 : pylong_as_ld(PyObject *item)
    1584             : {
    1585             :     PyObject *tmp;
    1586             :     long ld;
    1587             : 
    1588       16104 :     tmp = _PyNumber_Index(item);
    1589       16104 :     if (tmp == NULL)
    1590         192 :         return -1;
    1591             : 
    1592       15912 :     ld = PyLong_AsLong(tmp);
    1593       15912 :     Py_DECREF(tmp);
    1594       15912 :     return ld;
    1595             : }
    1596             : 
    1597             : static unsigned long
    1598        3100 : pylong_as_lu(PyObject *item)
    1599             : {
    1600             :     PyObject *tmp;
    1601             :     unsigned long lu;
    1602             : 
    1603        3100 :     tmp = _PyNumber_Index(item);
    1604        3100 :     if (tmp == NULL)
    1605         193 :         return (unsigned long)-1;
    1606             : 
    1607        2907 :     lu = PyLong_AsUnsignedLong(tmp);
    1608        2907 :     Py_DECREF(tmp);
    1609        2907 :     return lu;
    1610             : }
    1611             : 
    1612             : static long long
    1613          66 : pylong_as_lld(PyObject *item)
    1614             : {
    1615             :     PyObject *tmp;
    1616             :     long long lld;
    1617             : 
    1618          66 :     tmp = _PyNumber_Index(item);
    1619          66 :     if (tmp == NULL)
    1620          45 :         return -1;
    1621             : 
    1622          21 :     lld = PyLong_AsLongLong(tmp);
    1623          21 :     Py_DECREF(tmp);
    1624          21 :     return lld;
    1625             : }
    1626             : 
    1627             : static unsigned long long
    1628          67 : pylong_as_llu(PyObject *item)
    1629             : {
    1630             :     PyObject *tmp;
    1631             :     unsigned long long llu;
    1632             : 
    1633          67 :     tmp = _PyNumber_Index(item);
    1634          67 :     if (tmp == NULL)
    1635          45 :         return (unsigned long long)-1;
    1636             : 
    1637          22 :     llu = PyLong_AsUnsignedLongLong(tmp);
    1638          22 :     Py_DECREF(tmp);
    1639          22 :     return llu;
    1640             : }
    1641             : 
    1642             : static Py_ssize_t
    1643          62 : pylong_as_zd(PyObject *item)
    1644             : {
    1645             :     PyObject *tmp;
    1646             :     Py_ssize_t zd;
    1647             : 
    1648          62 :     tmp = _PyNumber_Index(item);
    1649          62 :     if (tmp == NULL)
    1650          45 :         return -1;
    1651             : 
    1652          17 :     zd = PyLong_AsSsize_t(tmp);
    1653          17 :     Py_DECREF(tmp);
    1654          17 :     return zd;
    1655             : }
    1656             : 
    1657             : static size_t
    1658          62 : pylong_as_zu(PyObject *item)
    1659             : {
    1660             :     PyObject *tmp;
    1661             :     size_t zu;
    1662             : 
    1663          62 :     tmp = _PyNumber_Index(item);
    1664          62 :     if (tmp == NULL)
    1665          45 :         return (size_t)-1;
    1666             : 
    1667          17 :     zu = PyLong_AsSize_t(tmp);
    1668          17 :     Py_DECREF(tmp);
    1669          17 :     return zu;
    1670             : }
    1671             : 
    1672             : /* Timings with the ndarray from _testbuffer.c indicate that using the
    1673             :    struct module is around 15x slower than the two functions below. */
    1674             : 
    1675             : #define UNPACK_SINGLE(dest, ptr, type) \
    1676             :     do {                                   \
    1677             :         type x;                            \
    1678             :         memcpy((char *)&x, ptr, sizeof x); \
    1679             :         dest = x;                          \
    1680             :     } while (0)
    1681             : 
    1682             : /* Unpack a single item. 'fmt' can be any native format character in struct
    1683             :    module syntax. This function is very sensitive to small changes. With this
    1684             :    layout gcc automatically generates a fast jump table. */
    1685             : static inline PyObject *
    1686     3060510 : unpack_single(PyMemoryViewObject *self, const char *ptr, const char *fmt)
    1687             : {
    1688             :     unsigned long long llu;
    1689             :     unsigned long lu;
    1690             :     size_t zu;
    1691             :     long long lld;
    1692             :     long ld;
    1693             :     Py_ssize_t zd;
    1694             :     double d;
    1695             :     unsigned char uc;
    1696             :     void *p;
    1697             : 
    1698     3060510 :     CHECK_RELEASED_AGAIN(self);
    1699             : 
    1700     3060510 :     switch (fmt[0]) {
    1701             : 
    1702             :     /* signed integers and fast path for 'B' */
    1703      804608 :     case 'B': uc = *((const unsigned char *)ptr); goto convert_uc;
    1704      803491 :     case 'b': ld =   *((const signed char *)ptr); goto convert_ld;
    1705       29990 :     case 'h': UNPACK_SINGLE(ld, ptr, short); goto convert_ld;
    1706       87700 :     case 'i': UNPACK_SINGLE(ld, ptr, int); goto convert_ld;
    1707       40808 :     case 'l': UNPACK_SINGLE(ld, ptr, long); goto convert_ld;
    1708             : 
    1709             :     /* boolean */
    1710       30494 :     case '?': UNPACK_SINGLE(ld, ptr, _Bool); goto convert_bool;
    1711             : 
    1712             :     /* unsigned integers */
    1713       30356 :     case 'H': UNPACK_SINGLE(lu, ptr, unsigned short); goto convert_lu;
    1714      202396 :     case 'I': UNPACK_SINGLE(lu, ptr, unsigned int); goto convert_lu;
    1715       32922 :     case 'L': UNPACK_SINGLE(lu, ptr, unsigned long); goto convert_lu;
    1716             : 
    1717             :     /* native 64-bit */
    1718       29128 :     case 'q': UNPACK_SINGLE(lld, ptr, long long); goto convert_lld;
    1719       29568 :     case 'Q': UNPACK_SINGLE(llu, ptr, unsigned long long); goto convert_llu;
    1720             : 
    1721             :     /* ssize_t and size_t */
    1722       29116 :     case 'n': UNPACK_SINGLE(zd, ptr, Py_ssize_t); goto convert_zd;
    1723       28961 :     case 'N': UNPACK_SINGLE(zu, ptr, size_t); goto convert_zu;
    1724             : 
    1725             :     /* floats */
    1726       29391 :     case 'f': UNPACK_SINGLE(d, ptr, float); goto convert_double;
    1727       30024 :     case 'd': UNPACK_SINGLE(d, ptr, double); goto convert_double;
    1728             : 
    1729             :     /* bytes object */
    1730      792288 :     case 'c': goto convert_bytes;
    1731             : 
    1732             :     /* pointer */
    1733       29265 :     case 'P': UNPACK_SINGLE(p, ptr, void *); goto convert_pointer;
    1734             : 
    1735             :     /* default */
    1736           2 :     default: goto err_format;
    1737             :     }
    1738             : 
    1739      804608 : convert_uc:
    1740             :     /* PyLong_FromUnsignedLong() is slower */
    1741      804608 :     return PyLong_FromLong(uc);
    1742      961989 : convert_ld:
    1743      961989 :     return PyLong_FromLong(ld);
    1744      265674 : convert_lu:
    1745      265674 :     return PyLong_FromUnsignedLong(lu);
    1746       29128 : convert_lld:
    1747       29128 :     return PyLong_FromLongLong(lld);
    1748       29568 : convert_llu:
    1749       29568 :     return PyLong_FromUnsignedLongLong(llu);
    1750       29116 : convert_zd:
    1751       29116 :     return PyLong_FromSsize_t(zd);
    1752       28961 : convert_zu:
    1753       28961 :     return PyLong_FromSize_t(zu);
    1754       59415 : convert_double:
    1755       59415 :     return PyFloat_FromDouble(d);
    1756       30494 : convert_bool:
    1757       30494 :     return PyBool_FromLong(ld);
    1758      792288 : convert_bytes:
    1759      792288 :     return PyBytes_FromStringAndSize(ptr, 1);
    1760       29265 : convert_pointer:
    1761       29265 :     return PyLong_FromVoidPtr(p);
    1762           2 : err_format:
    1763           2 :     PyErr_Format(PyExc_NotImplementedError,
    1764             :         "memoryview: format %s not supported", fmt);
    1765           2 :     return NULL;
    1766             : }
    1767             : 
    1768             : #define PACK_SINGLE(ptr, src, type) \
    1769             :     do {                                     \
    1770             :         type x;                              \
    1771             :         x = (type)src;                       \
    1772             :         memcpy(ptr, (char *)&x, sizeof x);   \
    1773             :     } while (0)
    1774             : 
    1775             : /* Pack a single item. 'fmt' can be any native format character in
    1776             :    struct module syntax. */
    1777             : static int
    1778       21152 : pack_single(PyMemoryViewObject *self, char *ptr, PyObject *item, const char *fmt)
    1779             : {
    1780             :     unsigned long long llu;
    1781             :     unsigned long lu;
    1782             :     size_t zu;
    1783             :     long long lld;
    1784             :     long ld;
    1785             :     Py_ssize_t zd;
    1786             :     double d;
    1787             :     void *p;
    1788             : 
    1789       21152 :     switch (fmt[0]) {
    1790             :     /* signed integers */
    1791       16104 :     case 'b': case 'h': case 'i': case 'l':
    1792       16104 :         ld = pylong_as_ld(item);
    1793       16104 :         if (ld == -1 && PyErr_Occurred())
    1794         194 :             goto err_occurred;
    1795       15910 :         CHECK_RELEASED_INT_AGAIN(self);
    1796       15906 :         switch (fmt[0]) {
    1797         718 :         case 'b':
    1798         718 :             if (ld < SCHAR_MIN || ld > SCHAR_MAX) goto err_range;
    1799         716 :             *((signed char *)ptr) = (signed char)ld; break;
    1800         695 :         case 'h':
    1801         695 :             if (ld < SHRT_MIN || ld > SHRT_MAX) goto err_range;
    1802         693 :             PACK_SINGLE(ptr, ld, short); break;
    1803       13818 :         case 'i':
    1804       13818 :             if (ld < INT_MIN || ld > INT_MAX) goto err_range;
    1805       13816 :             PACK_SINGLE(ptr, ld, int); break;
    1806         675 :         default: /* 'l' */
    1807         675 :             PACK_SINGLE(ptr, ld, long); break;
    1808             :         }
    1809       15900 :         break;
    1810             : 
    1811             :     /* unsigned integers */
    1812        3100 :     case 'B': case 'H': case 'I': case 'L':
    1813        3100 :         lu = pylong_as_lu(item);
    1814        3100 :         if (lu == (unsigned long)-1 && PyErr_Occurred())
    1815         198 :             goto err_occurred;
    1816        2902 :         CHECK_RELEASED_INT_AGAIN(self);
    1817        2894 :         switch (fmt[0]) {
    1818         739 :         case 'B':
    1819         739 :             if (lu > UCHAR_MAX) goto err_range;
    1820         737 :             *((unsigned char *)ptr) = (unsigned char)lu; break;
    1821         726 :         case 'H':
    1822         726 :             if (lu > USHRT_MAX) goto err_range;
    1823         725 :             PACK_SINGLE(ptr, lu, unsigned short); break;
    1824         690 :         case 'I':
    1825         690 :             if (lu > UINT_MAX) goto err_range;
    1826         689 :             PACK_SINGLE(ptr, lu, unsigned int); break;
    1827         739 :         default: /* 'L' */
    1828         739 :             PACK_SINGLE(ptr, lu, unsigned long); break;
    1829             :         }
    1830        2890 :         break;
    1831             : 
    1832             :     /* native 64-bit */
    1833          66 :     case 'q':
    1834          66 :         lld = pylong_as_lld(item);
    1835          66 :         if (lld == -1 && PyErr_Occurred())
    1836          47 :             goto err_occurred;
    1837          19 :         CHECK_RELEASED_INT_AGAIN(self);
    1838          18 :         PACK_SINGLE(ptr, lld, long long);
    1839          18 :         break;
    1840          67 :     case 'Q':
    1841          67 :         llu = pylong_as_llu(item);
    1842          67 :         if (llu == (unsigned long long)-1 && PyErr_Occurred())
    1843          47 :             goto err_occurred;
    1844          20 :         CHECK_RELEASED_INT_AGAIN(self);
    1845          19 :         PACK_SINGLE(ptr, llu, unsigned long long);
    1846          19 :         break;
    1847             : 
    1848             :     /* ssize_t and size_t */
    1849          62 :     case 'n':
    1850          62 :         zd = pylong_as_zd(item);
    1851          62 :         if (zd == -1 && PyErr_Occurred())
    1852          47 :             goto err_occurred;
    1853          15 :         CHECK_RELEASED_INT_AGAIN(self);
    1854          14 :         PACK_SINGLE(ptr, zd, Py_ssize_t);
    1855          14 :         break;
    1856          62 :     case 'N':
    1857          62 :         zu = pylong_as_zu(item);
    1858          62 :         if (zu == (size_t)-1 && PyErr_Occurred())
    1859          47 :             goto err_occurred;
    1860          15 :         CHECK_RELEASED_INT_AGAIN(self);
    1861          14 :         PACK_SINGLE(ptr, zu, size_t);
    1862          14 :         break;
    1863             : 
    1864             :     /* floats */
    1865        1559 :     case 'f': case 'd':
    1866        1559 :         d = PyFloat_AsDouble(item);
    1867        1559 :         if (d == -1.0 && PyErr_Occurred())
    1868          82 :             goto err_occurred;
    1869        1477 :         CHECK_RELEASED_INT_AGAIN(self);
    1870        1475 :         if (fmt[0] == 'f') {
    1871         746 :             PACK_SINGLE(ptr, d, float);
    1872             :         }
    1873             :         else {
    1874         729 :             PACK_SINGLE(ptr, d, double);
    1875             :         }
    1876        1475 :         break;
    1877             : 
    1878             :     /* bool */
    1879          63 :     case '?':
    1880          63 :         ld = PyObject_IsTrue(item);
    1881          63 :         if (ld < 0)
    1882           0 :             return -1; /* preserve original error */
    1883          63 :         CHECK_RELEASED_INT_AGAIN(self);
    1884          62 :         PACK_SINGLE(ptr, ld, _Bool);
    1885          62 :          break;
    1886             : 
    1887             :     /* bytes object */
    1888          55 :     case 'c':
    1889          55 :         if (!PyBytes_Check(item))
    1890          47 :             return type_error_int(fmt);
    1891           8 :         if (PyBytes_GET_SIZE(item) != 1)
    1892           3 :             return value_error_int(fmt);
    1893           5 :         *ptr = PyBytes_AS_STRING(item)[0];
    1894           5 :         break;
    1895             : 
    1896             :     /* pointer */
    1897          13 :     case 'P':
    1898          13 :         p = PyLong_AsVoidPtr(item);
    1899          13 :         if (p == NULL && PyErr_Occurred())
    1900           1 :             goto err_occurred;
    1901          12 :         CHECK_RELEASED_INT_AGAIN(self);
    1902          12 :         PACK_SINGLE(ptr, p, void *);
    1903          12 :         break;
    1904             : 
    1905             :     /* default */
    1906           1 :     default: goto err_format;
    1907             :     }
    1908             : 
    1909       20409 :     return 0;
    1910             : 
    1911         663 : err_occurred:
    1912         663 :     return fix_error_int(fmt);
    1913          10 : err_range:
    1914          10 :     return value_error_int(fmt);
    1915           1 : err_format:
    1916           1 :     PyErr_Format(PyExc_NotImplementedError,
    1917             :         "memoryview: format %s not supported", fmt);
    1918           1 :     return -1;
    1919             : }
    1920             : 
    1921             : 
    1922             : /****************************************************************************/
    1923             : /*                       unpack using the struct module                     */
    1924             : /****************************************************************************/
    1925             : 
    1926             : /* For reasonable performance it is necessary to cache all objects required
    1927             :    for unpacking. An unpacker can handle the format passed to unpack_from().
    1928             :    Invariant: All pointer fields of the struct should either be NULL or valid
    1929             :    pointers. */
    1930             : struct unpacker {
    1931             :     PyObject *unpack_from; /* Struct.unpack_from(format) */
    1932             :     PyObject *mview;       /* cached memoryview */
    1933             :     char *item;            /* buffer for mview */
    1934             :     Py_ssize_t itemsize;   /* len(item) */
    1935             : };
    1936             : 
    1937             : static struct unpacker *
    1938       30131 : unpacker_new(void)
    1939             : {
    1940       30131 :     struct unpacker *x = PyMem_Malloc(sizeof *x);
    1941             : 
    1942       30131 :     if (x == NULL) {
    1943           0 :         PyErr_NoMemory();
    1944           0 :         return NULL;
    1945             :     }
    1946             : 
    1947       30131 :     x->unpack_from = NULL;
    1948       30131 :     x->mview = NULL;
    1949       30131 :     x->item = NULL;
    1950       30131 :     x->itemsize = 0;
    1951             : 
    1952       30131 :     return x;
    1953             : }
    1954             : 
    1955             : static void
    1956      324629 : unpacker_free(struct unpacker *x)
    1957             : {
    1958      324629 :     if (x) {
    1959       30131 :         Py_XDECREF(x->unpack_from);
    1960       30131 :         Py_XDECREF(x->mview);
    1961       30131 :         PyMem_Free(x->item);
    1962       30131 :         PyMem_Free(x);
    1963             :     }
    1964      324629 : }
    1965             : 
    1966             : /* Return a new unpacker for the given format. */
    1967             : static struct unpacker *
    1968       30131 : struct_get_unpacker(const char *fmt, Py_ssize_t itemsize)
    1969             : {
    1970       30131 :     PyObject *Struct = NULL;    /* XXX cache it in globals? */
    1971       30131 :     PyObject *structobj = NULL;
    1972       30131 :     PyObject *format = NULL;
    1973       30131 :     struct unpacker *x = NULL;
    1974             : 
    1975       30131 :     Struct = _PyImport_GetModuleAttrString("struct", "Struct");
    1976       30131 :     if (Struct == NULL)
    1977           0 :         return NULL;
    1978             : 
    1979       30131 :     x = unpacker_new();
    1980       30131 :     if (x == NULL)
    1981           0 :         goto error;
    1982             : 
    1983       30131 :     format = PyBytes_FromString(fmt);
    1984       30131 :     if (format == NULL)
    1985           0 :         goto error;
    1986             : 
    1987       30131 :     structobj = PyObject_CallOneArg(Struct, format);
    1988       30131 :     if (structobj == NULL)
    1989           5 :         goto error;
    1990             : 
    1991       30126 :     x->unpack_from = PyObject_GetAttrString(structobj, "unpack_from");
    1992       30126 :     if (x->unpack_from == NULL)
    1993           0 :         goto error;
    1994             : 
    1995       30126 :     x->item = PyMem_Malloc(itemsize);
    1996       30126 :     if (x->item == NULL) {
    1997           0 :         PyErr_NoMemory();
    1998           0 :         goto error;
    1999             :     }
    2000       30126 :     x->itemsize = itemsize;
    2001             : 
    2002       30126 :     x->mview = PyMemoryView_FromMemory(x->item, itemsize, PyBUF_WRITE);
    2003       30126 :     if (x->mview == NULL)
    2004           0 :         goto error;
    2005             : 
    2006             : 
    2007       30126 : out:
    2008       30131 :     Py_XDECREF(Struct);
    2009       30131 :     Py_XDECREF(format);
    2010       30131 :     Py_XDECREF(structobj);
    2011       30131 :     return x;
    2012             : 
    2013           5 : error:
    2014           5 :     unpacker_free(x);
    2015           5 :     x = NULL;
    2016           5 :     goto out;
    2017             : }
    2018             : 
    2019             : /* unpack a single item */
    2020             : static PyObject *
    2021       87062 : struct_unpack_single(const char *ptr, struct unpacker *x)
    2022             : {
    2023             :     PyObject *v;
    2024             : 
    2025       87062 :     memcpy(x->item, ptr, x->itemsize);
    2026       87062 :     v = PyObject_CallOneArg(x->unpack_from, x->mview);
    2027       87062 :     if (v == NULL)
    2028           0 :         return NULL;
    2029             : 
    2030       87062 :     if (PyTuple_GET_SIZE(v) == 1) {
    2031       38566 :         PyObject *tmp = PyTuple_GET_ITEM(v, 0);
    2032       38566 :         Py_INCREF(tmp);
    2033       38566 :         Py_DECREF(v);
    2034       38566 :         return tmp;
    2035             :     }
    2036             : 
    2037       48496 :     return v;
    2038             : }
    2039             : 
    2040             : 
    2041             : /****************************************************************************/
    2042             : /*                              Representations                             */
    2043             : /****************************************************************************/
    2044             : 
    2045             : /* allow explicit form of native format */
    2046             : static inline const char *
    2047      155861 : adjust_fmt(const Py_buffer *view)
    2048             : {
    2049             :     const char *fmt;
    2050             : 
    2051      155861 :     fmt = (view->format[0] == '@') ? view->format+1 : view->format;
    2052      155861 :     if (fmt[0] && fmt[1] == '\0')
    2053      155854 :         return fmt;
    2054             : 
    2055           7 :     PyErr_Format(PyExc_NotImplementedError,
    2056             :         "memoryview: unsupported format %s", view->format);
    2057           7 :     return NULL;
    2058             : }
    2059             : 
    2060             : /* Base case for multi-dimensional unpacking. Assumption: ndim == 1. */
    2061             : static PyObject *
    2062      335116 : tolist_base(PyMemoryViewObject *self, const char *ptr, const Py_ssize_t *shape,
    2063             :             const Py_ssize_t *strides, const Py_ssize_t *suboffsets,
    2064             :             const char *fmt)
    2065             : {
    2066             :     PyObject *lst, *item;
    2067             :     Py_ssize_t i;
    2068             : 
    2069      335116 :     lst = PyList_New(shape[0]);
    2070      335116 :     if (lst == NULL)
    2071           0 :         return NULL;
    2072             : 
    2073     3332790 :     for (i = 0; i < shape[0]; ptr+=strides[0], i++) {
    2074     2997670 :         const char *xptr = ADJUST_PTR(ptr, suboffsets, 0);
    2075     2997670 :         item = unpack_single(self, xptr, fmt);
    2076     2997670 :         if (item == NULL) {
    2077           2 :             Py_DECREF(lst);
    2078           2 :             return NULL;
    2079             :         }
    2080     2997670 :         PyList_SET_ITEM(lst, i, item);
    2081             :     }
    2082             : 
    2083      335114 :     return lst;
    2084             : }
    2085             : 
    2086             : /* Unpack a multi-dimensional array into a nested list.
    2087             :    Assumption: ndim >= 1. */
    2088             : static PyObject *
    2089      326322 : tolist_rec(PyMemoryViewObject *self, const char *ptr, Py_ssize_t ndim, const Py_ssize_t *shape,
    2090             :            const Py_ssize_t *strides, const Py_ssize_t *suboffsets,
    2091             :            const char *fmt)
    2092             : {
    2093             :     PyObject *lst, *item;
    2094             :     Py_ssize_t i;
    2095             : 
    2096      326322 :     assert(ndim >= 1);
    2097      326322 :     assert(shape != NULL);
    2098      326322 :     assert(strides != NULL);
    2099             : 
    2100      326322 :     if (ndim == 1)
    2101      291212 :         return tolist_base(self, ptr, shape, strides, suboffsets, fmt);
    2102             : 
    2103       35110 :     lst = PyList_New(shape[0]);
    2104       35110 :     if (lst == NULL)
    2105           0 :         return NULL;
    2106             : 
    2107      339099 :     for (i = 0; i < shape[0]; ptr+=strides[0], i++) {
    2108      303990 :         const char *xptr = ADJUST_PTR(ptr, suboffsets, 0);
    2109      303990 :         item = tolist_rec(self, xptr, ndim-1, shape+1,
    2110             :                           strides+1, suboffsets ? suboffsets+1 : NULL,
    2111             :                           fmt);
    2112      303990 :         if (item == NULL) {
    2113           1 :             Py_DECREF(lst);
    2114           1 :             return NULL;
    2115             :         }
    2116      303989 :         PyList_SET_ITEM(lst, i, item);
    2117             :     }
    2118             : 
    2119       35109 :     return lst;
    2120             : }
    2121             : 
    2122             : /* Return a list representation of the memoryview. Currently only buffers
    2123             :    with native format strings are supported. */
    2124             : /*[clinic input]
    2125             : memoryview.tolist
    2126             : 
    2127             : Return the data in the buffer as a list of elements.
    2128             : [clinic start generated code]*/
    2129             : 
    2130             : static PyObject *
    2131       66968 : memoryview_tolist_impl(PyMemoryViewObject *self)
    2132             : /*[clinic end generated code: output=a6cda89214fd5a1b input=21e7d0c1860b211a]*/
    2133             : {
    2134       66968 :     const Py_buffer *view = &self->view;
    2135             :     const char *fmt;
    2136             : 
    2137       66968 :     CHECK_RELEASED(self);
    2138             : 
    2139       66940 :     fmt = adjust_fmt(view);
    2140       66940 :     if (fmt == NULL)
    2141           3 :         return NULL;
    2142       66937 :     if (view->ndim == 0) {
    2143         701 :         return unpack_single(self, view->buf, fmt);
    2144             :     }
    2145       66236 :     else if (view->ndim == 1) {
    2146       43904 :         return tolist_base(self, view->buf, view->shape,
    2147       43904 :                            view->strides, view->suboffsets,
    2148             :                            fmt);
    2149             :     }
    2150             :     else {
    2151       22332 :         return tolist_rec(self, view->buf, view->ndim, view->shape,
    2152       22332 :                           view->strides, view->suboffsets,
    2153             :                           fmt);
    2154             :     }
    2155             : }
    2156             : 
    2157             : /*[clinic input]
    2158             : memoryview.tobytes
    2159             : 
    2160             :     order: str(accept={str, NoneType}, c_default="NULL") = 'C'
    2161             : 
    2162             : Return the data in the buffer as a byte string.
    2163             : 
    2164             : Order can be {'C', 'F', 'A'}. When order is 'C' or 'F', the data of the
    2165             : original array is converted to C or Fortran order. For contiguous views,
    2166             : 'A' returns an exact copy of the physical memory. In particular, in-memory
    2167             : Fortran order is preserved. For non-contiguous views, the data is converted
    2168             : to C first. order=None is the same as order='C'.
    2169             : [clinic start generated code]*/
    2170             : 
    2171             : static PyObject *
    2172      219503 : memoryview_tobytes_impl(PyMemoryViewObject *self, const char *order)
    2173             : /*[clinic end generated code: output=1288b62560a32a23 input=0efa3ddaeda573a8]*/
    2174             : {
    2175      219503 :     Py_buffer *src = VIEW_ADDR(self);
    2176      219503 :     char ord = 'C';
    2177             :     PyObject *bytes;
    2178             : 
    2179      219503 :     CHECK_RELEASED(self);
    2180             : 
    2181      219475 :     if (order) {
    2182       93429 :         if (strcmp(order, "F") == 0) {
    2183       31143 :             ord = 'F';
    2184             :         }
    2185       62286 :         else if (strcmp(order, "A") == 0) {
    2186       31143 :             ord = 'A';
    2187             :         }
    2188       31143 :         else if (strcmp(order, "C") != 0) {
    2189           0 :             PyErr_SetString(PyExc_ValueError,
    2190             :                 "order must be 'C', 'F' or 'A'");
    2191           0 :             return NULL;
    2192             :         }
    2193             :     }
    2194             : 
    2195      219475 :     bytes = PyBytes_FromStringAndSize(NULL, src->len);
    2196      219475 :     if (bytes == NULL)
    2197           0 :         return NULL;
    2198             : 
    2199      219475 :     if (PyBuffer_ToContiguous(PyBytes_AS_STRING(bytes), src, src->len, ord) < 0) {
    2200           0 :         Py_DECREF(bytes);
    2201           0 :         return NULL;
    2202             :     }
    2203             : 
    2204      219475 :     return bytes;
    2205             : }
    2206             : 
    2207             : /*[clinic input]
    2208             : memoryview.hex
    2209             : 
    2210             :     sep: object = NULL
    2211             :         An optional single character or byte to separate hex bytes.
    2212             :     bytes_per_sep: int = 1
    2213             :         How many bytes between separators.  Positive values count from the
    2214             :         right, negative values count from the left.
    2215             : 
    2216             : Return the data in the buffer as a str of hexadecimal numbers.
    2217             : 
    2218             : Example:
    2219             : >>> value = memoryview(b'\xb9\x01\xef')
    2220             : >>> value.hex()
    2221             : 'b901ef'
    2222             : >>> value.hex(':')
    2223             : 'b9:01:ef'
    2224             : >>> value.hex(':', 2)
    2225             : 'b9:01ef'
    2226             : >>> value.hex(':', -2)
    2227             : 'b901:ef'
    2228             : [clinic start generated code]*/
    2229             : 
    2230             : static PyObject *
    2231       11254 : memoryview_hex_impl(PyMemoryViewObject *self, PyObject *sep,
    2232             :                     int bytes_per_sep)
    2233             : /*[clinic end generated code: output=430ca760f94f3ca7 input=539f6a3a5fb56946]*/
    2234             : {
    2235       11254 :     Py_buffer *src = VIEW_ADDR(self);
    2236             :     PyObject *bytes;
    2237             :     PyObject *ret;
    2238             : 
    2239       11254 :     CHECK_RELEASED(self);
    2240             : 
    2241       11254 :     if (MV_C_CONTIGUOUS(self->flags)) {
    2242        3934 :         return _Py_strhex_with_sep(src->buf, src->len, sep, bytes_per_sep);
    2243             :     }
    2244             : 
    2245        7320 :     bytes = PyBytes_FromStringAndSize(NULL, src->len);
    2246        7320 :     if (bytes == NULL)
    2247           0 :         return NULL;
    2248             : 
    2249        7320 :     if (PyBuffer_ToContiguous(PyBytes_AS_STRING(bytes), src, src->len, 'C') < 0) {
    2250           0 :         Py_DECREF(bytes);
    2251           0 :         return NULL;
    2252             :     }
    2253             : 
    2254       14640 :     ret = _Py_strhex_with_sep(
    2255        7320 :             PyBytes_AS_STRING(bytes), PyBytes_GET_SIZE(bytes),
    2256             :             sep, bytes_per_sep);
    2257        7320 :     Py_DECREF(bytes);
    2258             : 
    2259        7320 :     return ret;
    2260             : }
    2261             : 
    2262             : static PyObject *
    2263          57 : memory_repr(PyMemoryViewObject *self)
    2264             : {
    2265          57 :     if (self->flags & _Py_MEMORYVIEW_RELEASED)
    2266          55 :         return PyUnicode_FromFormat("<released memory at %p>", self);
    2267             :     else
    2268           2 :         return PyUnicode_FromFormat("<memory at %p>", self);
    2269             : }
    2270             : 
    2271             : 
    2272             : /**************************************************************************/
    2273             : /*                          Indexing and slicing                          */
    2274             : /**************************************************************************/
    2275             : 
    2276             : static char *
    2277       83076 : lookup_dimension(const Py_buffer *view, char *ptr, int dim, Py_ssize_t index)
    2278             : {
    2279             :     Py_ssize_t nitems; /* items in the given dimension */
    2280             : 
    2281       83076 :     assert(view->shape);
    2282       83076 :     assert(view->strides);
    2283             : 
    2284       83076 :     nitems = view->shape[dim];
    2285       83076 :     if (index < 0) {
    2286         265 :         index += nitems;
    2287             :     }
    2288       83076 :     if (index < 0 || index >= nitems) {
    2289         107 :         PyErr_Format(PyExc_IndexError,
    2290             :                      "index out of bounds on dimension %d", dim + 1);
    2291         107 :         return NULL;
    2292             :     }
    2293             : 
    2294       82969 :     ptr += view->strides[dim] * index;
    2295             : 
    2296       82969 :     ptr = ADJUST_PTR(ptr, view->suboffsets, dim);
    2297             : 
    2298       82969 :     return ptr;
    2299             : }
    2300             : 
    2301             : /* Get the pointer to the item at index. */
    2302             : static char *
    2303       83028 : ptr_from_index(const Py_buffer *view, Py_ssize_t index)
    2304             : {
    2305       83028 :     char *ptr = (char *)view->buf;
    2306       83028 :     return lookup_dimension(view, ptr, 0, index);
    2307             : }
    2308             : 
    2309             : /* Get the pointer to the item at tuple. */
    2310             : static char *
    2311          37 : ptr_from_tuple(const Py_buffer *view, PyObject *tup)
    2312             : {
    2313          37 :     char *ptr = (char *)view->buf;
    2314          37 :     Py_ssize_t dim, nindices = PyTuple_GET_SIZE(tup);
    2315             : 
    2316          37 :     if (nindices > view->ndim) {
    2317           2 :         PyErr_Format(PyExc_TypeError,
    2318             :                      "cannot index %zd-dimension view with %zd-element tuple",
    2319             :                      view->ndim, nindices);
    2320           2 :         return NULL;
    2321             :     }
    2322             : 
    2323          75 :     for (dim = 0; dim < nindices; dim++) {
    2324             :         Py_ssize_t index;
    2325          52 :         index = PyNumber_AsSsize_t(PyTuple_GET_ITEM(tup, dim),
    2326             :                                    PyExc_IndexError);
    2327          52 :         if (index == -1 && PyErr_Occurred())
    2328           4 :             return NULL;
    2329          48 :         ptr = lookup_dimension(view, ptr, (int)dim, index);
    2330          48 :         if (ptr == NULL)
    2331           8 :             return NULL;
    2332             :     }
    2333          23 :     return ptr;
    2334             : }
    2335             : 
    2336             : /* Return the item at index. In a one-dimensional view, this is an object
    2337             :    with the type specified by view->format. Otherwise, the item is a sub-view.
    2338             :    The function is used in memory_subscript() and memory_as_sequence. */
    2339             : static PyObject *
    2340       61861 : memory_item(PyMemoryViewObject *self, Py_ssize_t index)
    2341             : {
    2342       61861 :     Py_buffer *view = &(self->view);
    2343             :     const char *fmt;
    2344             : 
    2345       61861 :     CHECK_RELEASED(self);
    2346             : 
    2347       61860 :     fmt = adjust_fmt(view);
    2348       61860 :     if (fmt == NULL)
    2349           1 :         return NULL;
    2350             : 
    2351       61859 :     if (view->ndim == 0) {
    2352           0 :         PyErr_SetString(PyExc_TypeError, "invalid indexing of 0-dim memory");
    2353           0 :         return NULL;
    2354             :     }
    2355       61859 :     if (view->ndim == 1) {
    2356       61858 :         char *ptr = ptr_from_index(view, index);
    2357       61858 :         if (ptr == NULL)
    2358          57 :             return NULL;
    2359       61801 :         return unpack_single(self, ptr, fmt);
    2360             :     }
    2361             : 
    2362           1 :     PyErr_SetString(PyExc_NotImplementedError,
    2363             :         "multi-dimensional sub-views are not implemented");
    2364           1 :     return NULL;
    2365             : }
    2366             : 
    2367             : /* Return the item at position *key* (a tuple of indices). */
    2368             : static PyObject *
    2369          16 : memory_item_multi(PyMemoryViewObject *self, PyObject *tup)
    2370             : {
    2371          16 :     Py_buffer *view = &(self->view);
    2372             :     const char *fmt;
    2373          16 :     Py_ssize_t nindices = PyTuple_GET_SIZE(tup);
    2374             :     char *ptr;
    2375             : 
    2376          16 :     CHECK_RELEASED(self);
    2377             : 
    2378          16 :     fmt = adjust_fmt(view);
    2379          16 :     if (fmt == NULL)
    2380           0 :         return NULL;
    2381             : 
    2382          16 :     if (nindices < view->ndim) {
    2383           2 :         PyErr_SetString(PyExc_NotImplementedError,
    2384             :                         "sub-views are not implemented");
    2385           2 :         return NULL;
    2386             :     }
    2387          14 :     ptr = ptr_from_tuple(view, tup);
    2388          14 :     if (ptr == NULL)
    2389           7 :         return NULL;
    2390           7 :     return unpack_single(self, ptr, fmt);
    2391             : }
    2392             : 
    2393             : static inline int
    2394      242105 : init_slice(Py_buffer *base, PyObject *key, int dim)
    2395             : {
    2396             :     Py_ssize_t start, stop, step, slicelength;
    2397             : 
    2398      242105 :     if (PySlice_Unpack(key, &start, &stop, &step) < 0) {
    2399           3 :         return -1;
    2400             :     }
    2401      242102 :     slicelength = PySlice_AdjustIndices(base->shape[dim], &start, &stop, step);
    2402             : 
    2403             : 
    2404      242102 :     if (base->suboffsets == NULL || dim == 0) {
    2405      242102 :     adjust_buf:
    2406      242102 :         base->buf = (char *)base->buf + base->strides[dim] * start;
    2407             :     }
    2408             :     else {
    2409           0 :         Py_ssize_t n = dim-1;
    2410           0 :         while (n >= 0 && base->suboffsets[n] < 0)
    2411           0 :             n--;
    2412           0 :         if (n < 0)
    2413           0 :             goto adjust_buf; /* all suboffsets are negative */
    2414           0 :         base->suboffsets[n] = base->suboffsets[n] + base->strides[dim] * start;
    2415             :     }
    2416      242102 :     base->shape[dim] = slicelength;
    2417      242102 :     base->strides[dim] = base->strides[dim] * step;
    2418             : 
    2419      242102 :     return 0;
    2420             : }
    2421             : 
    2422             : static int
    2423          69 : is_multislice(PyObject *key)
    2424             : {
    2425             :     Py_ssize_t size, i;
    2426             : 
    2427          69 :     if (!PyTuple_Check(key))
    2428          44 :         return 0;
    2429          25 :     size = PyTuple_GET_SIZE(key);
    2430          25 :     if (size == 0)
    2431           0 :         return 0;
    2432             : 
    2433          51 :     for (i = 0; i < size; i++) {
    2434          42 :         PyObject *x = PyTuple_GET_ITEM(key, i);
    2435          42 :         if (!PySlice_Check(x))
    2436          16 :             return 0;
    2437             :     }
    2438           9 :     return 1;
    2439             : }
    2440             : 
    2441             : static Py_ssize_t
    2442         109 : is_multiindex(PyObject *key)
    2443             : {
    2444             :     Py_ssize_t size, i;
    2445             : 
    2446         109 :     if (!PyTuple_Check(key))
    2447          45 :         return 0;
    2448          64 :     size = PyTuple_GET_SIZE(key);
    2449         134 :     for (i = 0; i < size; i++) {
    2450          95 :         PyObject *x = PyTuple_GET_ITEM(key, i);
    2451          95 :         if (!_PyIndex_Check(x)) {
    2452          25 :             return 0;
    2453             :         }
    2454             :     }
    2455          39 :     return 1;
    2456             : }
    2457             : 
    2458             : /* mv[obj] returns an object holding the data for one element if obj
    2459             :    fully indexes the memoryview or another memoryview object if it
    2460             :    does not.
    2461             : 
    2462             :    0-d memoryview objects can be referenced using mv[...] or mv[()]
    2463             :    but not with anything else. */
    2464             : static PyObject *
    2465      298296 : memory_subscript(PyMemoryViewObject *self, PyObject *key)
    2466             : {
    2467             :     Py_buffer *view;
    2468      298296 :     view = &(self->view);
    2469             : 
    2470      298296 :     CHECK_RELEASED(self);
    2471             : 
    2472      298268 :     if (view->ndim == 0) {
    2473          22 :         if (PyTuple_Check(key) && PyTuple_GET_SIZE(key) == 0) {
    2474          17 :             const char *fmt = adjust_fmt(view);
    2475          17 :             if (fmt == NULL)
    2476           1 :                 return NULL;
    2477          16 :             return unpack_single(self, view->buf, fmt);
    2478             :         }
    2479           5 :         else if (key == Py_Ellipsis) {
    2480           3 :             Py_INCREF(self);
    2481           3 :             return (PyObject *)self;
    2482             :         }
    2483             :         else {
    2484           2 :             PyErr_SetString(PyExc_TypeError,
    2485             :                 "invalid indexing of 0-dim memory");
    2486           2 :             return NULL;
    2487             :         }
    2488             :     }
    2489             : 
    2490      298246 :     if (_PyIndex_Check(key)) {
    2491             :         Py_ssize_t index;
    2492       61755 :         index = PyNumber_AsSsize_t(key, PyExc_IndexError);
    2493       61755 :         if (index == -1 && PyErr_Occurred())
    2494           2 :             return NULL;
    2495       61753 :         return memory_item(self, index);
    2496             :     }
    2497      236491 :     else if (PySlice_Check(key)) {
    2498             :         PyMemoryViewObject *sliced;
    2499             : 
    2500      236441 :         sliced = (PyMemoryViewObject *)mbuf_add_view(self->mbuf, view);
    2501      236441 :         if (sliced == NULL)
    2502           0 :             return NULL;
    2503             : 
    2504      236441 :         if (init_slice(&sliced->view, key, 0) < 0) {
    2505           2 :             Py_DECREF(sliced);
    2506           2 :             return NULL;
    2507             :         }
    2508      236439 :         init_len(&sliced->view);
    2509      236439 :         init_flags(sliced);
    2510             : 
    2511      236439 :         return (PyObject *)sliced;
    2512             :     }
    2513          50 :     else if (is_multiindex(key)) {
    2514          16 :         return memory_item_multi(self, key);
    2515             :     }
    2516          34 :     else if (is_multislice(key)) {
    2517           2 :         PyErr_SetString(PyExc_NotImplementedError,
    2518             :             "multi-dimensional slicing is not implemented");
    2519           2 :         return NULL;
    2520             :     }
    2521             : 
    2522          32 :     PyErr_SetString(PyExc_TypeError, "memoryview: invalid slice key");
    2523          32 :     return NULL;
    2524             : }
    2525             : 
    2526             : static int
    2527       26974 : memory_ass_sub(PyMemoryViewObject *self, PyObject *key, PyObject *value)
    2528             : {
    2529       26974 :     Py_buffer *view = &(self->view);
    2530             :     Py_buffer src;
    2531             :     const char *fmt;
    2532             :     char *ptr;
    2533             : 
    2534       26974 :     CHECK_RELEASED_INT(self);
    2535             : 
    2536       26946 :     fmt = adjust_fmt(view);
    2537       26946 :     if (fmt == NULL)
    2538           2 :         return -1;
    2539             : 
    2540       26944 :     if (view->readonly) {
    2541          23 :         PyErr_SetString(PyExc_TypeError, "cannot modify read-only memory");
    2542          23 :         return -1;
    2543             :     }
    2544       26921 :     if (value == NULL) {
    2545          13 :         PyErr_SetString(PyExc_TypeError, "cannot delete memory");
    2546          13 :         return -1;
    2547             :     }
    2548       26908 :     if (view->ndim == 0) {
    2549          18 :         if (key == Py_Ellipsis ||
    2550          14 :             (PyTuple_Check(key) && PyTuple_GET_SIZE(key)==0)) {
    2551           8 :             ptr = (char *)view->buf;
    2552           8 :             return pack_single(self, ptr, value, fmt);
    2553             :         }
    2554             :         else {
    2555           2 :             PyErr_SetString(PyExc_TypeError,
    2556             :                 "invalid indexing of 0-dim memory");
    2557           2 :             return -1;
    2558             :         }
    2559             :     }
    2560             : 
    2561       26898 :     if (_PyIndex_Check(key)) {
    2562             :         Py_ssize_t index;
    2563       21173 :         if (1 < view->ndim) {
    2564           1 :             PyErr_SetString(PyExc_NotImplementedError,
    2565             :                             "sub-views are not implemented");
    2566           1 :             return -1;
    2567             :         }
    2568       21172 :         index = PyNumber_AsSsize_t(key, PyExc_IndexError);
    2569       21172 :         if (index == -1 && PyErr_Occurred())
    2570           2 :             return -1;
    2571       21170 :         ptr = ptr_from_index(view, index);
    2572       21170 :         if (ptr == NULL)
    2573          42 :             return -1;
    2574       21128 :         return pack_single(self, ptr, value, fmt);
    2575             :     }
    2576             :     /* one-dimensional: fast path */
    2577        5725 :     if (PySlice_Check(key) && view->ndim == 1) {
    2578             :         Py_buffer dest; /* sliced view */
    2579             :         Py_ssize_t arrays[3];
    2580        5666 :         int ret = -1;
    2581             : 
    2582             :         /* rvalue must be an exporter */
    2583        5666 :         if (PyObject_GetBuffer(value, &src, PyBUF_FULL_RO) < 0)
    2584           2 :             return ret;
    2585             : 
    2586        5664 :         dest = *view;
    2587        5664 :         dest.shape = &arrays[0]; dest.shape[0] = view->shape[0];
    2588        5664 :         dest.strides = &arrays[1]; dest.strides[0] = view->strides[0];
    2589        5664 :         if (view->suboffsets) {
    2590         178 :             dest.suboffsets = &arrays[2]; dest.suboffsets[0] = view->suboffsets[0];
    2591             :         }
    2592             : 
    2593        5664 :         if (init_slice(&dest, key, 0) < 0)
    2594           1 :             goto end_block;
    2595        5663 :         dest.len = dest.shape[0] * dest.itemsize;
    2596             : 
    2597        5663 :         ret = copy_single(self, &dest, &src);
    2598             : 
    2599        5664 :     end_block:
    2600        5664 :         PyBuffer_Release(&src);
    2601        5664 :         return ret;
    2602             :     }
    2603          59 :     if (is_multiindex(key)) {
    2604             :         char *ptr;
    2605          23 :         if (PyTuple_GET_SIZE(key) < view->ndim) {
    2606           0 :             PyErr_SetString(PyExc_NotImplementedError,
    2607             :                             "sub-views are not implemented");
    2608           0 :             return -1;
    2609             :         }
    2610          23 :         ptr = ptr_from_tuple(view, key);
    2611          23 :         if (ptr == NULL)
    2612           7 :             return -1;
    2613          16 :         return pack_single(self, ptr, value, fmt);
    2614             :     }
    2615          36 :     if (PySlice_Check(key) || is_multislice(key)) {
    2616             :         /* Call memory_subscript() to produce a sliced lvalue, then copy
    2617             :            rvalue into lvalue. This is already implemented in _testbuffer.c. */
    2618           8 :         PyErr_SetString(PyExc_NotImplementedError,
    2619             :             "memoryview slice assignments are currently restricted "
    2620             :             "to ndim = 1");
    2621           8 :         return -1;
    2622             :     }
    2623             : 
    2624          28 :     PyErr_SetString(PyExc_TypeError, "memoryview: invalid slice key");
    2625          28 :     return -1;
    2626             : }
    2627             : 
    2628             : static Py_ssize_t
    2629      203874 : memory_length(PyMemoryViewObject *self)
    2630             : {
    2631      203874 :     CHECK_RELEASED_INT(self);
    2632      203846 :     return self->view.ndim == 0 ? 1 : self->view.shape[0];
    2633             : }
    2634             : 
    2635             : /* As mapping */
    2636             : static PyMappingMethods memory_as_mapping = {
    2637             :     (lenfunc)memory_length,               /* mp_length */
    2638             :     (binaryfunc)memory_subscript,         /* mp_subscript */
    2639             :     (objobjargproc)memory_ass_sub,        /* mp_ass_subscript */
    2640             : };
    2641             : 
    2642             : /* As sequence */
    2643             : static PySequenceMethods memory_as_sequence = {
    2644             :         (lenfunc)memory_length,           /* sq_length */
    2645             :         0,                                /* sq_concat */
    2646             :         0,                                /* sq_repeat */
    2647             :         (ssizeargfunc)memory_item,        /* sq_item */
    2648             : };
    2649             : 
    2650             : 
    2651             : /**************************************************************************/
    2652             : /*                             Comparisons                                */
    2653             : /**************************************************************************/
    2654             : 
    2655             : #define MV_COMPARE_EX -1       /* exception */
    2656             : #define MV_COMPARE_NOT_IMPL -2 /* not implemented */
    2657             : 
    2658             : /* Translate a StructError to "not equal". Preserve other exceptions. */
    2659             : static int
    2660           5 : fix_struct_error_int(void)
    2661             : {
    2662           5 :     assert(PyErr_Occurred());
    2663             :     /* XXX Cannot get at StructError directly? */
    2664          10 :     if (PyErr_ExceptionMatches(PyExc_ImportError) ||
    2665           5 :         PyErr_ExceptionMatches(PyExc_MemoryError)) {
    2666           0 :         return MV_COMPARE_EX;
    2667             :     }
    2668             :     /* StructError: invalid or unknown format -> not equal */
    2669           5 :     PyErr_Clear();
    2670           5 :     return 0;
    2671             : }
    2672             : 
    2673             : /* Unpack and compare single items of p and q using the struct module. */
    2674             : static int
    2675       43531 : struct_unpack_cmp(const char *p, const char *q,
    2676             :                   struct unpacker *unpack_p, struct unpacker *unpack_q)
    2677             : {
    2678             :     PyObject *v, *w;
    2679             :     int ret;
    2680             : 
    2681             :     /* At this point any exception from the struct module should not be
    2682             :        StructError, since both formats have been accepted already. */
    2683       43531 :     v = struct_unpack_single(p, unpack_p);
    2684       43531 :     if (v == NULL)
    2685           0 :         return MV_COMPARE_EX;
    2686             : 
    2687       43531 :     w = struct_unpack_single(q, unpack_q);
    2688       43531 :     if (w == NULL) {
    2689           0 :         Py_DECREF(v);
    2690           0 :         return MV_COMPARE_EX;
    2691             :     }
    2692             : 
    2693             :     /* MV_COMPARE_EX == -1: exceptions are preserved */
    2694       43531 :     ret = PyObject_RichCompareBool(v, w, Py_EQ);
    2695       43531 :     Py_DECREF(v);
    2696       43531 :     Py_DECREF(w);
    2697             : 
    2698       43531 :     return ret;
    2699             : }
    2700             : 
    2701             : /* Unpack and compare single items of p and q. If both p and q have the same
    2702             :    single element native format, the comparison uses a fast path (gcc creates
    2703             :    a jump table and converts memcpy into simple assignments on x86/x64).
    2704             : 
    2705             :    Otherwise, the comparison is delegated to the struct module, which is
    2706             :    30-60x slower. */
    2707             : #define CMP_SINGLE(p, q, type) \
    2708             :     do {                                 \
    2709             :         type x;                          \
    2710             :         type y;                          \
    2711             :         memcpy((char *)&x, p, sizeof x); \
    2712             :         memcpy((char *)&y, q, sizeof y); \
    2713             :         equal = (x == y);                \
    2714             :     } while (0)
    2715             : 
    2716             : static inline int
    2717     5407540 : unpack_cmp(const char *p, const char *q, char fmt,
    2718             :            struct unpacker *unpack_p, struct unpacker *unpack_q)
    2719             : {
    2720             :     int equal;
    2721             : 
    2722     5407540 :     switch (fmt) {
    2723             : 
    2724             :     /* signed integers and fast path for 'B' */
    2725     3555150 :     case 'B': return *((const unsigned char *)p) == *((const unsigned char *)q);
    2726      681359 :     case 'b': return *((const signed char *)p) == *((const signed char *)q);
    2727       22735 :     case 'h': CMP_SINGLE(p, q, short); return equal;
    2728       23482 :     case 'i': CMP_SINGLE(p, q, int); return equal;
    2729      173581 :     case 'l': CMP_SINGLE(p, q, long); return equal;
    2730             : 
    2731             :     /* boolean */
    2732      163818 :     case '?': CMP_SINGLE(p, q, _Bool); return equal;
    2733             : 
    2734             :     /* unsigned integers */
    2735       22712 :     case 'H': CMP_SINGLE(p, q, unsigned short); return equal;
    2736       22930 :     case 'I': CMP_SINGLE(p, q, unsigned int); return equal;
    2737       24638 :     case 'L': CMP_SINGLE(p, q, unsigned long); return equal;
    2738             : 
    2739             :     /* native 64-bit */
    2740       19215 :     case 'q': CMP_SINGLE(p, q, long long); return equal;
    2741       20369 :     case 'Q': CMP_SINGLE(p, q, unsigned long long); return equal;
    2742             : 
    2743             :     /* ssize_t and size_t */
    2744       19744 :     case 'n': CMP_SINGLE(p, q, Py_ssize_t); return equal;
    2745       19281 :     case 'N': CMP_SINGLE(p, q, size_t); return equal;
    2746             : 
    2747             :     /* floats */
    2748             :     /* XXX DBL_EPSILON? */
    2749       23003 :     case 'f': CMP_SINGLE(p, q, float); return equal;
    2750       23890 :     case 'd': CMP_SINGLE(p, q, double); return equal;
    2751             : 
    2752             :     /* bytes object */
    2753      528800 :     case 'c': return *p == *q;
    2754             : 
    2755             :     /* pointer */
    2756       19297 :     case 'P': CMP_SINGLE(p, q, void *); return equal;
    2757             : 
    2758             :     /* use the struct module */
    2759       43531 :     case '_':
    2760       43531 :         assert(unpack_p);
    2761       43531 :         assert(unpack_q);
    2762       43531 :         return struct_unpack_cmp(p, q, unpack_p, unpack_q);
    2763             :     }
    2764             : 
    2765             :     /* NOT REACHED */
    2766           0 :     PyErr_SetString(PyExc_RuntimeError,
    2767             :         "memoryview: internal error in richcompare");
    2768           0 :     return MV_COMPARE_EX;
    2769             : }
    2770             : 
    2771             : /* Base case for recursive array comparisons. Assumption: ndim == 1. */
    2772             : static int
    2773      412999 : cmp_base(const char *p, const char *q, const Py_ssize_t *shape,
    2774             :          const Py_ssize_t *pstrides, const Py_ssize_t *psuboffsets,
    2775             :          const Py_ssize_t *qstrides, const Py_ssize_t *qsuboffsets,
    2776             :          char fmt, struct unpacker *unpack_p, struct unpacker *unpack_q)
    2777             : {
    2778             :     Py_ssize_t i;
    2779             :     int equal;
    2780             : 
    2781     5815340 :     for (i = 0; i < shape[0]; p+=pstrides[0], q+=qstrides[0], i++) {
    2782     5405910 :         const char *xp = ADJUST_PTR(p, psuboffsets, 0);
    2783     5405910 :         const char *xq = ADJUST_PTR(q, qsuboffsets, 0);
    2784     5405910 :         equal = unpack_cmp(xp, xq, fmt, unpack_p, unpack_q);
    2785     5405910 :         if (equal <= 0)
    2786        3569 :             return equal;
    2787             :     }
    2788             : 
    2789      409430 :     return 1;
    2790             : }
    2791             : 
    2792             : /* Recursively compare two multi-dimensional arrays that have the same
    2793             :    logical structure. Assumption: ndim >= 1. */
    2794             : static int
    2795      412656 : cmp_rec(const char *p, const char *q,
    2796             :         Py_ssize_t ndim, const Py_ssize_t *shape,
    2797             :         const Py_ssize_t *pstrides, const Py_ssize_t *psuboffsets,
    2798             :         const Py_ssize_t *qstrides, const Py_ssize_t *qsuboffsets,
    2799             :         char fmt, struct unpacker *unpack_p, struct unpacker *unpack_q)
    2800             : {
    2801             :     Py_ssize_t i;
    2802             :     int equal;
    2803             : 
    2804      412656 :     assert(ndim >= 1);
    2805      412656 :     assert(shape != NULL);
    2806      412656 :     assert(pstrides != NULL);
    2807      412656 :     assert(qstrides != NULL);
    2808             : 
    2809      412656 :     if (ndim == 1) {
    2810      319589 :         return cmp_base(p, q, shape,
    2811             :                         pstrides, psuboffsets,
    2812             :                         qstrides, qsuboffsets,
    2813             :                         fmt, unpack_p, unpack_q);
    2814             :     }
    2815             : 
    2816      438639 :     for (i = 0; i < shape[0]; p+=pstrides[0], q+=qstrides[0], i++) {
    2817      345701 :         const char *xp = ADJUST_PTR(p, psuboffsets, 0);
    2818      345701 :         const char *xq = ADJUST_PTR(q, qsuboffsets, 0);
    2819      345701 :         equal = cmp_rec(xp, xq, ndim-1, shape+1,
    2820             :                         pstrides+1, psuboffsets ? psuboffsets+1 : NULL,
    2821             :                         qstrides+1, qsuboffsets ? qsuboffsets+1 : NULL,
    2822             :                         fmt, unpack_p, unpack_q);
    2823      345701 :         if (equal <= 0)
    2824         129 :             return equal;
    2825             :     }
    2826             : 
    2827       92938 :     return 1;
    2828             : }
    2829             : 
    2830             : static PyObject *
    2831      162312 : memory_richcompare(PyObject *v, PyObject *w, int op)
    2832             : {
    2833             :     PyObject *res;
    2834             :     Py_buffer wbuf, *vv;
    2835      162312 :     Py_buffer *ww = NULL;
    2836      162312 :     struct unpacker *unpack_v = NULL;
    2837      162312 :     struct unpacker *unpack_w = NULL;
    2838             :     char vfmt, wfmt;
    2839      162312 :     int equal = MV_COMPARE_NOT_IMPL;
    2840             : 
    2841      162312 :     if (op != Py_EQ && op != Py_NE)
    2842         112 :         goto result; /* Py_NotImplemented */
    2843             : 
    2844      162200 :     assert(PyMemoryView_Check(v));
    2845      162200 :     if (BASE_INACCESSIBLE(v)) {
    2846          88 :         equal = (v == w);
    2847          88 :         goto result;
    2848             :     }
    2849      162112 :     vv = VIEW_ADDR(v);
    2850             : 
    2851      162112 :     if (PyMemoryView_Check(w)) {
    2852      129908 :         if (BASE_INACCESSIBLE(w)) {
    2853           1 :             equal = (v == w);
    2854           1 :             goto result;
    2855             :         }
    2856      129907 :         ww = VIEW_ADDR(w);
    2857             :     }
    2858             :     else {
    2859       32204 :         if (PyObject_GetBuffer(w, &wbuf, PyBUF_FULL_RO) < 0) {
    2860          44 :             PyErr_Clear();
    2861          44 :             goto result; /* Py_NotImplemented */
    2862             :         }
    2863       32160 :         ww = &wbuf;
    2864             :     }
    2865             : 
    2866      162067 :     if (!equiv_shape(vv, ww)) {
    2867          72 :         PyErr_Clear();
    2868          72 :         equal = 0;
    2869          72 :         goto result;
    2870             :     }
    2871             : 
    2872             :     /* Use fast unpacking for identical primitive C type formats. */
    2873      161995 :     if (get_native_fmtchar(&vfmt, vv->format) < 0)
    2874       15058 :         vfmt = '_';
    2875      161995 :     if (get_native_fmtchar(&wfmt, ww->format) < 0)
    2876       15058 :         wfmt = '_';
    2877      161995 :     if (vfmt == '_' || wfmt == '_' || vfmt != wfmt) {
    2878             :         /* Use struct module unpacking. NOTE: Even for equal format strings,
    2879             :            memcmp() cannot be used for item comparison since it would give
    2880             :            incorrect results in the case of NaNs or uninitialized padding
    2881             :            bytes. */
    2882       15068 :         vfmt = '_';
    2883       15068 :         unpack_v = struct_get_unpacker(vv->format, vv->itemsize);
    2884       15068 :         if (unpack_v == NULL) {
    2885           5 :             equal = fix_struct_error_int();
    2886           5 :             goto result;
    2887             :         }
    2888       15063 :         unpack_w = struct_get_unpacker(ww->format, ww->itemsize);
    2889       15063 :         if (unpack_w == NULL) {
    2890           0 :             equal = fix_struct_error_int();
    2891           0 :             goto result;
    2892             :         }
    2893             :     }
    2894             : 
    2895      161990 :     if (vv->ndim == 0) {
    2896        1625 :         equal = unpack_cmp(vv->buf, ww->buf,
    2897             :                            vfmt, unpack_v, unpack_w);
    2898             :     }
    2899      160365 :     else if (vv->ndim == 1) {
    2900       93410 :         equal = cmp_base(vv->buf, ww->buf, vv->shape,
    2901       93410 :                          vv->strides, vv->suboffsets,
    2902       93410 :                          ww->strides, ww->suboffsets,
    2903             :                          vfmt, unpack_v, unpack_w);
    2904             :     }
    2905             :     else {
    2906       66955 :         equal = cmp_rec(vv->buf, ww->buf, vv->ndim, vv->shape,
    2907       66955 :                         vv->strides, vv->suboffsets,
    2908       66955 :                         ww->strides, ww->suboffsets,
    2909             :                         vfmt, unpack_v, unpack_w);
    2910             :     }
    2911             : 
    2912      162312 : result:
    2913      162312 :     if (equal < 0) {
    2914         156 :         if (equal == MV_COMPARE_NOT_IMPL)
    2915         156 :             res = Py_NotImplemented;
    2916             :         else /* exception */
    2917           0 :             res = NULL;
    2918             :     }
    2919      162156 :     else if ((equal && op == Py_EQ) || (!equal && op == Py_NE))
    2920      162088 :         res = Py_True;
    2921             :     else
    2922          68 :         res = Py_False;
    2923             : 
    2924      162312 :     if (ww == &wbuf)
    2925       32160 :         PyBuffer_Release(ww);
    2926             : 
    2927      162312 :     unpacker_free(unpack_v);
    2928      162312 :     unpacker_free(unpack_w);
    2929             : 
    2930      162312 :     Py_XINCREF(res);
    2931      162312 :     return res;
    2932             : }
    2933             : 
    2934             : /**************************************************************************/
    2935             : /*                                Hash                                    */
    2936             : /**************************************************************************/
    2937             : 
    2938             : static Py_hash_t
    2939         293 : memory_hash(PyMemoryViewObject *self)
    2940             : {
    2941         293 :     if (self->hash == -1) {
    2942         288 :         Py_buffer *view = &self->view;
    2943         288 :         char *mem = view->buf;
    2944             :         Py_ssize_t ret;
    2945             :         char fmt;
    2946             : 
    2947         298 :         CHECK_RELEASED_INT(self);
    2948             : 
    2949         285 :         if (!view->readonly) {
    2950           6 :             PyErr_SetString(PyExc_ValueError,
    2951             :                 "cannot hash writable memoryview object");
    2952           6 :             return -1;
    2953             :         }
    2954         279 :         ret = get_native_fmtchar(&fmt, view->format);
    2955         279 :         if (ret < 0 || !IS_BYTE_FORMAT(fmt)) {
    2956           4 :             PyErr_SetString(PyExc_ValueError,
    2957             :                 "memoryview: hashing is restricted to formats 'B', 'b' or 'c'");
    2958           4 :             return -1;
    2959             :         }
    2960         275 :         if (view->obj != NULL && PyObject_Hash(view->obj) == -1) {
    2961             :             /* Keep the original error message */
    2962           0 :             return -1;
    2963             :         }
    2964             : 
    2965         275 :         if (!MV_C_CONTIGUOUS(self->flags)) {
    2966           4 :             mem = PyMem_Malloc(view->len);
    2967           4 :             if (mem == NULL) {
    2968           0 :                 PyErr_NoMemory();
    2969           0 :                 return -1;
    2970             :             }
    2971           4 :             if (buffer_to_contiguous(mem, view, 'C') < 0) {
    2972           0 :                 PyMem_Free(mem);
    2973           0 :                 return -1;
    2974             :             }
    2975             :         }
    2976             : 
    2977             :         /* Can't fail */
    2978         275 :         self->hash = _Py_HashBytes(mem, view->len);
    2979             : 
    2980         275 :         if (mem != view->buf)
    2981           4 :             PyMem_Free(mem);
    2982             :     }
    2983             : 
    2984         280 :     return self->hash;
    2985             : }
    2986             : 
    2987             : 
    2988             : /**************************************************************************/
    2989             : /*                                 getters                                */
    2990             : /**************************************************************************/
    2991             : 
    2992             : static PyObject *
    2993      245656 : _IntTupleFromSsizet(int len, Py_ssize_t *vals)
    2994             : {
    2995             :     int i;
    2996             :     PyObject *o;
    2997             :     PyObject *intTuple;
    2998             : 
    2999      245656 :     if (vals == NULL)
    3000       96291 :         return PyTuple_New(0);
    3001             : 
    3002      149365 :     intTuple = PyTuple_New(len);
    3003      149365 :     if (!intTuple)
    3004           0 :         return NULL;
    3005      369177 :     for (i=0; i<len; i++) {
    3006      219812 :         o = PyLong_FromSsize_t(vals[i]);
    3007      219812 :         if (!o) {
    3008           0 :             Py_DECREF(intTuple);
    3009           0 :             return NULL;
    3010             :         }
    3011      219812 :         PyTuple_SET_ITEM(intTuple, i, o);
    3012             :     }
    3013      149365 :     return intTuple;
    3014             : }
    3015             : 
    3016             : static PyObject *
    3017       91622 : memory_obj_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3018             : {
    3019       91622 :     Py_buffer *view = &self->view;
    3020             : 
    3021       91622 :     CHECK_RELEASED(self);
    3022       91621 :     if (view->obj == NULL) {
    3023          28 :         Py_RETURN_NONE;
    3024             :     }
    3025       91593 :     Py_INCREF(view->obj);
    3026       91593 :     return view->obj;
    3027             : }
    3028             : 
    3029             : static PyObject *
    3030       93407 : memory_nbytes_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3031             : {
    3032       93407 :     CHECK_RELEASED(self);
    3033       93406 :     return PyLong_FromSsize_t(self->view.len);
    3034             : }
    3035             : 
    3036             : static PyObject *
    3037       87978 : memory_format_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3038             : {
    3039       87978 :     CHECK_RELEASED(self);
    3040       87950 :     return PyUnicode_FromString(self->view.format);
    3041             : }
    3042             : 
    3043             : static PyObject *
    3044      101398 : memory_itemsize_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3045             : {
    3046      101398 :     CHECK_RELEASED(self);
    3047      101370 :     return PyLong_FromSsize_t(self->view.itemsize);
    3048             : }
    3049             : 
    3050             : static PyObject *
    3051       73479 : memory_shape_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3052             : {
    3053       73479 :     CHECK_RELEASED(self);
    3054       73451 :     return _IntTupleFromSsizet(self->view.ndim, self->view.shape);
    3055             : }
    3056             : 
    3057             : static PyObject *
    3058       71524 : memory_strides_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3059             : {
    3060       71524 :     CHECK_RELEASED(self);
    3061       71496 :     return _IntTupleFromSsizet(self->view.ndim, self->view.strides);
    3062             : }
    3063             : 
    3064             : static PyObject *
    3065      100710 : memory_suboffsets_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3066             : {
    3067      100710 :     CHECK_RELEASED(self);
    3068      100709 :     return _IntTupleFromSsizet(self->view.ndim, self->view.suboffsets);
    3069             : }
    3070             : 
    3071             : static PyObject *
    3072       98201 : memory_readonly_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3073             : {
    3074       98201 :     CHECK_RELEASED(self);
    3075       98173 :     return PyBool_FromLong(self->view.readonly);
    3076             : }
    3077             : 
    3078             : static PyObject *
    3079       80867 : memory_ndim_get(PyMemoryViewObject *self, void *Py_UNUSED(ignored))
    3080             : {
    3081       80867 :     CHECK_RELEASED(self);
    3082       80839 :     return PyLong_FromLong(self->view.ndim);
    3083             : }
    3084             : 
    3085             : static PyObject *
    3086        3368 : memory_c_contiguous(PyMemoryViewObject *self, PyObject *dummy)
    3087             : {
    3088        3368 :     CHECK_RELEASED(self);
    3089        3367 :     return PyBool_FromLong(MV_C_CONTIGUOUS(self->flags));
    3090             : }
    3091             : 
    3092             : static PyObject *
    3093        1079 : memory_f_contiguous(PyMemoryViewObject *self, PyObject *dummy)
    3094             : {
    3095        1079 :     CHECK_RELEASED(self);
    3096        1078 :     return PyBool_FromLong(MV_F_CONTIGUOUS(self->flags));
    3097             : }
    3098             : 
    3099             : static PyObject *
    3100        1119 : memory_contiguous(PyMemoryViewObject *self, PyObject *dummy)
    3101             : {
    3102        1119 :     CHECK_RELEASED(self);
    3103        1118 :     return PyBool_FromLong(MV_ANY_CONTIGUOUS(self->flags));
    3104             : }
    3105             : 
    3106             : PyDoc_STRVAR(memory_obj_doc,
    3107             :              "The underlying object of the memoryview.");
    3108             : PyDoc_STRVAR(memory_nbytes_doc,
    3109             :              "The amount of space in bytes that the array would use in\n"
    3110             :              " a contiguous representation.");
    3111             : PyDoc_STRVAR(memory_readonly_doc,
    3112             :              "A bool indicating whether the memory is read only.");
    3113             : PyDoc_STRVAR(memory_itemsize_doc,
    3114             :              "The size in bytes of each element of the memoryview.");
    3115             : PyDoc_STRVAR(memory_format_doc,
    3116             :              "A string containing the format (in struct module style)\n"
    3117             :              " for each element in the view.");
    3118             : PyDoc_STRVAR(memory_ndim_doc,
    3119             :              "An integer indicating how many dimensions of a multi-dimensional\n"
    3120             :              " array the memory represents.");
    3121             : PyDoc_STRVAR(memory_shape_doc,
    3122             :              "A tuple of ndim integers giving the shape of the memory\n"
    3123             :              " as an N-dimensional array.");
    3124             : PyDoc_STRVAR(memory_strides_doc,
    3125             :              "A tuple of ndim integers giving the size in bytes to access\n"
    3126             :              " each element for each dimension of the array.");
    3127             : PyDoc_STRVAR(memory_suboffsets_doc,
    3128             :              "A tuple of integers used internally for PIL-style arrays.");
    3129             : PyDoc_STRVAR(memory_c_contiguous_doc,
    3130             :              "A bool indicating whether the memory is C contiguous.");
    3131             : PyDoc_STRVAR(memory_f_contiguous_doc,
    3132             :              "A bool indicating whether the memory is Fortran contiguous.");
    3133             : PyDoc_STRVAR(memory_contiguous_doc,
    3134             :              "A bool indicating whether the memory is contiguous.");
    3135             : 
    3136             : 
    3137             : static PyGetSetDef memory_getsetlist[] = {
    3138             :     {"obj",             (getter)memory_obj_get,        NULL, memory_obj_doc},
    3139             :     {"nbytes",          (getter)memory_nbytes_get,     NULL, memory_nbytes_doc},
    3140             :     {"readonly",        (getter)memory_readonly_get,   NULL, memory_readonly_doc},
    3141             :     {"itemsize",        (getter)memory_itemsize_get,   NULL, memory_itemsize_doc},
    3142             :     {"format",          (getter)memory_format_get,     NULL, memory_format_doc},
    3143             :     {"ndim",            (getter)memory_ndim_get,       NULL, memory_ndim_doc},
    3144             :     {"shape",           (getter)memory_shape_get,      NULL, memory_shape_doc},
    3145             :     {"strides",         (getter)memory_strides_get,    NULL, memory_strides_doc},
    3146             :     {"suboffsets",      (getter)memory_suboffsets_get, NULL, memory_suboffsets_doc},
    3147             :     {"c_contiguous",    (getter)memory_c_contiguous,   NULL, memory_c_contiguous_doc},
    3148             :     {"f_contiguous",    (getter)memory_f_contiguous,   NULL, memory_f_contiguous_doc},
    3149             :     {"contiguous",      (getter)memory_contiguous,     NULL, memory_contiguous_doc},
    3150             :     {NULL, NULL, NULL, NULL},
    3151             : };
    3152             : 
    3153             : 
    3154             : static PyMethodDef memory_methods[] = {
    3155             :     MEMORYVIEW_RELEASE_METHODDEF
    3156             :     MEMORYVIEW_TOBYTES_METHODDEF
    3157             :     MEMORYVIEW_HEX_METHODDEF
    3158             :     MEMORYVIEW_TOLIST_METHODDEF
    3159             :     MEMORYVIEW_CAST_METHODDEF
    3160             :     MEMORYVIEW_TOREADONLY_METHODDEF
    3161             :     {"__enter__",   memory_enter, METH_NOARGS, NULL},
    3162             :     {"__exit__",    memory_exit, METH_VARARGS, NULL},
    3163             :     {NULL,          NULL}
    3164             : };
    3165             : 
    3166             : /**************************************************************************/
    3167             : /*                          Memoryview Iterator                           */
    3168             : /**************************************************************************/
    3169             : 
    3170             : PyTypeObject _PyMemoryIter_Type;
    3171             : 
    3172             : typedef struct {
    3173             :     PyObject_HEAD
    3174             :     Py_ssize_t it_index;
    3175             :     PyMemoryViewObject *it_seq; // Set to NULL when iterator is exhausted
    3176             :     Py_ssize_t it_length;
    3177             :     const char *it_fmt;
    3178             : } memoryiterobject;
    3179             : 
    3180             : static void
    3181          82 : memoryiter_dealloc(memoryiterobject *it)
    3182             : {
    3183          82 :     _PyObject_GC_UNTRACK(it);
    3184          82 :     Py_XDECREF(it->it_seq);
    3185          82 :     PyObject_GC_Del(it);
    3186          82 : }
    3187             : 
    3188             : static int
    3189           0 : memoryiter_traverse(memoryiterobject *it, visitproc visit, void *arg)
    3190             : {
    3191           0 :     Py_VISIT(it->it_seq);
    3192           0 :     return 0;
    3193             : }
    3194             : 
    3195             : static PyObject *
    3196         342 : memoryiter_next(memoryiterobject *it)
    3197             : {
    3198             :     PyMemoryViewObject *seq;
    3199         342 :     seq = it->it_seq;
    3200         342 :     if (seq == NULL) {
    3201           0 :         return NULL;
    3202             :     }
    3203             : 
    3204         342 :     if (it->it_index < it->it_length) {
    3205         311 :         CHECK_RELEASED(seq);
    3206         311 :         Py_buffer *view = &(seq->view);
    3207         311 :         char *ptr = (char *)seq->view.buf;
    3208             : 
    3209         311 :         ptr += view->strides[0] * it->it_index++;
    3210         311 :         ptr = ADJUST_PTR(ptr, view->suboffsets, 0);
    3211         311 :         if (ptr == NULL) {
    3212           0 :             return NULL;
    3213             :         }
    3214         311 :         return unpack_single(seq, ptr, it->it_fmt);
    3215             :     }
    3216             : 
    3217          31 :     it->it_seq = NULL;
    3218          31 :     Py_DECREF(seq);
    3219          31 :     return NULL;
    3220             : }
    3221             : 
    3222             : static PyObject *
    3223          84 : memory_iter(PyObject *seq)
    3224             : {
    3225          84 :     if (!PyMemoryView_Check(seq)) {
    3226           0 :         PyErr_BadInternalCall();
    3227           0 :         return NULL;
    3228             :     }
    3229          84 :     PyMemoryViewObject *obj = (PyMemoryViewObject *)seq;
    3230          84 :     int ndims = obj->view.ndim;
    3231          84 :     if (ndims == 0) {
    3232           2 :         PyErr_SetString(PyExc_TypeError, "invalid indexing of 0-dim memory");
    3233           2 :         return NULL;
    3234             :     }
    3235          82 :     if (ndims != 1) {
    3236           0 :         PyErr_SetString(PyExc_NotImplementedError,
    3237             :             "multi-dimensional sub-views are not implemented");
    3238           0 :         return NULL;
    3239             :     }
    3240             : 
    3241          82 :     const char *fmt = adjust_fmt(&obj->view);
    3242          82 :     if (fmt == NULL) {
    3243           0 :         return NULL;
    3244             :     }
    3245             : 
    3246             :     memoryiterobject *it;
    3247          82 :     it = PyObject_GC_New(memoryiterobject, &_PyMemoryIter_Type);
    3248          82 :     if (it == NULL) {
    3249           0 :         return NULL;
    3250             :     }
    3251          82 :     it->it_fmt = fmt;
    3252          82 :     it->it_length = memory_length(obj);
    3253          82 :     it->it_index = 0;
    3254          82 :     Py_INCREF(seq);
    3255          82 :     it->it_seq = obj;
    3256          82 :     _PyObject_GC_TRACK(it);
    3257          82 :     return (PyObject *)it;
    3258             : }
    3259             : 
    3260             : PyTypeObject _PyMemoryIter_Type = {
    3261             :     PyVarObject_HEAD_INIT(&PyType_Type, 0)
    3262             :     .tp_name = "memory_iterator",
    3263             :     .tp_basicsize = sizeof(memoryiterobject),
    3264             :     // methods
    3265             :     .tp_dealloc = (destructor)memoryiter_dealloc,
    3266             :     .tp_getattro = PyObject_GenericGetAttr,
    3267             :     .tp_flags = Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    3268             :     .tp_traverse = (traverseproc)memoryiter_traverse,
    3269             :     .tp_iter = PyObject_SelfIter,
    3270             :     .tp_iternext = (iternextfunc)memoryiter_next,
    3271             : };
    3272             : 
    3273             : PyTypeObject PyMemoryView_Type = {
    3274             :     PyVarObject_HEAD_INIT(&PyType_Type, 0)
    3275             :     "memoryview",                             /* tp_name */
    3276             :     offsetof(PyMemoryViewObject, ob_array),   /* tp_basicsize */
    3277             :     sizeof(Py_ssize_t),                       /* tp_itemsize */
    3278             :     (destructor)memory_dealloc,               /* tp_dealloc */
    3279             :     0,                                        /* tp_vectorcall_offset */
    3280             :     0,                                        /* tp_getattr */
    3281             :     0,                                        /* tp_setattr */
    3282             :     0,                                        /* tp_as_async */
    3283             :     (reprfunc)memory_repr,                    /* tp_repr */
    3284             :     0,                                        /* tp_as_number */
    3285             :     &memory_as_sequence,                      /* tp_as_sequence */
    3286             :     &memory_as_mapping,                       /* tp_as_mapping */
    3287             :     (hashfunc)memory_hash,                    /* tp_hash */
    3288             :     0,                                        /* tp_call */
    3289             :     0,                                        /* tp_str */
    3290             :     PyObject_GenericGetAttr,                  /* tp_getattro */
    3291             :     0,                                        /* tp_setattro */
    3292             :     &memory_as_buffer,                        /* tp_as_buffer */
    3293             :     Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC |
    3294             :        Py_TPFLAGS_SEQUENCE,                   /* tp_flags */
    3295             :     memoryview__doc__,                        /* tp_doc */
    3296             :     (traverseproc)memory_traverse,            /* tp_traverse */
    3297             :     (inquiry)memory_clear,                    /* tp_clear */
    3298             :     memory_richcompare,                       /* tp_richcompare */
    3299             :     offsetof(PyMemoryViewObject, weakreflist),/* tp_weaklistoffset */
    3300             :     memory_iter,                              /* tp_iter */
    3301             :     0,                                        /* tp_iternext */
    3302             :     memory_methods,                           /* tp_methods */
    3303             :     0,                                        /* tp_members */
    3304             :     memory_getsetlist,                        /* tp_getset */
    3305             :     0,                                        /* tp_base */
    3306             :     0,                                        /* tp_dict */
    3307             :     0,                                        /* tp_descr_get */
    3308             :     0,                                        /* tp_descr_set */
    3309             :     0,                                        /* tp_dictoffset */
    3310             :     0,                                        /* tp_init */
    3311             :     0,                                        /* tp_alloc */
    3312             :     memoryview,                               /* tp_new */
    3313             : };

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