Buffers and Memoryview Objects
******************************

Python objects implemented in C can export a group of functions called
the “buffer interface.”  These functions can be used by an object to
expose its data in a raw, byte-oriented format. Clients of the object
can use the buffer interface to access the object data directly,
without needing to copy it first.

Two examples of objects that support the buffer interface are strings
and arrays. The string object exposes the character contents in the
buffer interface’s byte-oriented form. An array can only expose its
contents via the old-style buffer interface. This limitation does not
apply to Python 3, where "memoryview" objects can be constructed from
arrays, too. Array elements may be multi-byte values.

An example user of the buffer interface is the file object’s "write()"
method. Any object that can export a series of bytes through the
buffer interface can be written to a file. There are a number of
format codes to "PyArg_ParseTuple()" that operate against an object’s
buffer interface, returning data from the target object.

Starting from version 1.6, Python has been providing Python-level
buffer objects and a C-level buffer API so that any built-in or used-
defined type can expose its characteristics. Both, however, have been
deprecated because of various shortcomings, and have been officially
removed in Python 3 in favour of a new C-level buffer API and a new
Python-level object named "memoryview".

The new buffer API has been backported to Python 2.6, and the
"memoryview" object has been backported to Python 2.7. It is strongly
advised to use them rather than the old APIs, unless you are blocked
from doing so for compatibility reasons.


The new-style Py_buffer struct
==============================

Py_buffer

   void *buf

      A pointer to the start of the memory for the object.

   Py_ssize_t len

      The total length of the memory in bytes.

   int readonly

      An indicator of whether the buffer is read only.

   const char *format

      A *NULL* terminated string in "struct" module style syntax
      giving the contents of the elements available through the
      buffer.  If this is *NULL*, ""B"" (unsigned bytes) is assumed.

   int ndim

      The number of dimensions the memory represents as a multi-
      dimensional array.  If it is "0", "strides" and "suboffsets"
      must be *NULL*.

   Py_ssize_t *shape

      An array of "Py_ssize_t"s the length of "ndim" giving the shape
      of the memory as a multi-dimensional array.  Note that
      "((*shape)[0] * ... * (*shape)[ndims-1])*itemsize" should be
      equal to "len".

   Py_ssize_t *strides

      An array of "Py_ssize_t"s the length of "ndim" giving the number
      of bytes to skip to get to a new element in each dimension.

   Py_ssize_t *suboffsets

      An array of "Py_ssize_t"s the length of "ndim".  If these
      suboffset numbers are greater than or equal to 0, then the value
      stored along the indicated dimension is a pointer and the
      suboffset value dictates how many bytes to add to the pointer
      after de-referencing. A suboffset value that it negative
      indicates that no de-referencing should occur (striding in a
      contiguous memory block).

      If all suboffsets are negative (i.e. no de-referencing is
      needed), then this field must be NULL (the default value).

      Here is a function that returns a pointer to the element in an
      N-D array pointed to by an N-dimensional index when there are
      both non-NULL strides and suboffsets:

         void *get_item_pointer(int ndim, void *buf, Py_ssize_t *strides,
             Py_ssize_t *suboffsets, Py_ssize_t *indices) {
             char *pointer = (char*)buf;
             int i;
             for (i = 0; i < ndim; i++) {
                 pointer += strides[i] * indices[i];
                 if (suboffsets[i] >=0 ) {
                     pointer = *((char**)pointer) + suboffsets[i];
                 }
             }
             return (void*)pointer;
          }

   Py_ssize_t itemsize

      This is a storage for the itemsize (in bytes) of each element of
      the shared memory. It is technically un-necessary as it can be
      obtained using "PyBuffer_SizeFromFormat()", however an exporter
      may know this information without parsing the format string and
      it is necessary to know the itemsize for proper interpretation
      of striding. Therefore, storing it is more convenient and
      faster.

   void *internal

      This is for use internally by the exporting object. For example,
      this might be re-cast as an integer by the exporter and used to
      store flags about whether or not the shape, strides, and
      suboffsets arrays must be freed when the buffer is released. The
      consumer should never alter this value.


Buffer related functions
========================

int PyObject_CheckBuffer(PyObject *obj)

   Return "1" if *obj* supports the buffer interface otherwise "0".

int PyObject_GetBuffer(PyObject *obj, Py_buffer *view, int flags)

   Export *obj* into a "Py_buffer", *view*.  These arguments must
   never be *NULL*.  The *flags* argument is a bit field indicating
   what kind of buffer the caller is prepared to deal with and
   therefore what kind of buffer the exporter is allowed to return.
   The buffer interface allows for complicated memory sharing
   possibilities, but some caller may not be able to handle all the
   complexity but may want to see if the exporter will let them take a
   simpler view to its memory.

   Some exporters may not be able to share memory in every possible
   way and may need to raise errors to signal to some consumers that
   something is just not possible. These errors should be a
   "BufferError" unless there is another error that is actually
   causing the problem. The exporter can use flags information to
   simplify how much of the "Py_buffer" structure is filled in with
   non-default values and/or raise an error if the object can’t
   support a simpler view of its memory.

   "0" is returned on success and "-1" on error.

   The following table gives possible values to the *flags* arguments.

   +---------------------------------+-----------------------------------------------------+
   | Flag                            | Description                                         |
   |=================================|=====================================================|
   | "PyBUF_SIMPLE"                  | This is the default flag state.  The returned       |
   |                                 | buffer may or may not have writable memory.  The    |
   |                                 | format of the data will be assumed to be unsigned   |
   |                                 | bytes.  This is a “stand-alone” flag constant. It   |
   |                                 | never needs to be ‘|’d to the others. The exporter  |
   |                                 | will raise an error if it cannot provide such a     |
   |                                 | contiguous buffer of bytes.                         |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_WRITABLE"                | The returned buffer must be writable.  If it is not |
   |                                 | writable, then raise an error.                      |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_STRIDES"                 | This implies "PyBUF_ND". The returned buffer must   |
   |                                 | provide strides information (i.e. the strides       |
   |                                 | cannot be NULL). This would be used when the        |
   |                                 | consumer can handle strided, discontiguous arrays.  |
   |                                 | Handling strides automatically assumes you can      |
   |                                 | handle shape.  The exporter can raise an error if a |
   |                                 | strided representation of the data is not possible  |
   |                                 | (i.e. without the suboffsets).                      |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_ND"                      | The returned buffer must provide shape information. |
   |                                 | The memory will be assumed C-style contiguous (last |
   |                                 | dimension varies the fastest). The exporter may     |
   |                                 | raise an error if it cannot provide this kind of    |
   |                                 | contiguous buffer. If this is not given then shape  |
   |                                 | will be *NULL*.                                     |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_C_CONTIGUOUS"            | These flags indicate that the contiguity returned   |
   | "PyBUF_F_CONTIGUOUS"            | buffer must be respectively, C-contiguous (last     |
   | "PyBUF_ANY_CONTIGUOUS"          | dimension varies the fastest), Fortran contiguous   |
   |                                 | (first dimension varies the fastest) or either one. |
   |                                 | All of these flags imply "PyBUF_STRIDES" and        |
   |                                 | guarantee that the strides buffer info structure    |
   |                                 | will be filled in correctly.                        |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_INDIRECT"                | This flag indicates the returned buffer must have   |
   |                                 | suboffsets information (which can be NULL if no     |
   |                                 | suboffsets are needed).  This can be used when the  |
   |                                 | consumer can handle indirect array referencing      |
   |                                 | implied by these suboffsets. This implies           |
   |                                 | "PyBUF_STRIDES".                                    |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_FORMAT"                  | The returned buffer must have true format           |
   |                                 | information if this flag is provided. This would be |
   |                                 | used when the consumer is going to be checking for  |
   |                                 | what ‘kind’ of data is actually stored. An exporter |
   |                                 | should always be able to provide this information   |
   |                                 | if requested. If format is not explicitly requested |
   |                                 | then the format must be returned as *NULL* (which   |
   |                                 | means "'B'", or unsigned bytes)                     |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_STRIDED"                 | This is equivalent to "(PyBUF_STRIDES |             |
   |                                 | PyBUF_WRITABLE)".                                   |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_STRIDED_RO"              | This is equivalent to "(PyBUF_STRIDES)".            |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_RECORDS"                 | This is equivalent to "(PyBUF_STRIDES |             |
   |                                 | PyBUF_FORMAT | PyBUF_WRITABLE)".                    |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_RECORDS_RO"              | This is equivalent to "(PyBUF_STRIDES |             |
   |                                 | PyBUF_FORMAT)".                                     |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_FULL"                    | This is equivalent to "(PyBUF_INDIRECT |            |
   |                                 | PyBUF_FORMAT | PyBUF_WRITABLE)".                    |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_FULL_RO"                 | This is equivalent to "(PyBUF_INDIRECT |            |
   |                                 | PyBUF_FORMAT)".                                     |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_CONTIG"                  | This is equivalent to "(PyBUF_ND |                  |
   |                                 | PyBUF_WRITABLE)".                                   |
   +---------------------------------+-----------------------------------------------------+
   | "PyBUF_CONTIG_RO"               | This is equivalent to "(PyBUF_ND)".                 |
   +---------------------------------+-----------------------------------------------------+

void PyBuffer_Release(Py_buffer *view)

   Release the buffer *view*.  This should be called when the buffer
   is no longer being used as it may free memory from it.

Py_ssize_t PyBuffer_SizeFromFormat(const char *)

   Return the implied "itemsize" from the struct-stype "format".

int PyBuffer_IsContiguous(Py_buffer *view, char fortran)

   Return "1" if the memory defined by the *view* is C-style
   (*fortran* is "'C'") or Fortran-style (*fortran* is "'F'")
   contiguous or either one (*fortran* is "'A'").  Return "0"
   otherwise.

void PyBuffer_FillContiguousStrides(int ndims, Py_ssize_t *shape, Py_ssize_t *strides, int itemsize, char fortran)

   Fill the *strides* array with byte-strides of a contiguous (C-style
   if *fortran* is "'C'" or Fortran-style if *fortran* is "'F'") array
   of the given shape with the given number of bytes per element.

int PyBuffer_FillInfo(Py_buffer *view, PyObject *obj, void *buf, Py_ssize_t len, int readonly, int infoflags)

   Fill in a buffer-info structure, *view*, correctly for an exporter
   that can only share a contiguous chunk of memory of “unsigned
   bytes” of the given length.  Return "0" on success and "-1" (with
   raising an error) on error.


MemoryView objects
==================

New in version 2.7.

A "memoryview" object exposes the new C level buffer interface as a
Python object which can then be passed around like any other object.

PyObject *PyMemoryView_FromObject(PyObject *obj)

   Create a memoryview object from an object that defines the new
   buffer interface.

PyObject *PyMemoryView_FromBuffer(Py_buffer *view)

   Create a memoryview object wrapping the given buffer-info structure
   *view*. The memoryview object then owns the buffer, which means you
   shouldn’t try to release it yourself: it will be released on
   deallocation of the memoryview object.

PyObject *PyMemoryView_GetContiguous(PyObject *obj, int buffertype, char order)

   Create a memoryview object to a contiguous chunk of memory (in
   either ‘C’ or ‘F’ortran *order*) from an object that defines the
   buffer interface. If memory is contiguous, the memoryview object
   points to the original memory. Otherwise copy is made and the
   memoryview points to a new bytes object.

int PyMemoryView_Check(PyObject *obj)

   Return true if the object *obj* is a memoryview object.  It is not
   currently allowed to create subclasses of "memoryview".

Py_buffer *PyMemoryView_GET_BUFFER(PyObject *obj)

   Return a pointer to the buffer-info structure wrapped by the given
   object.  The object **must** be a memoryview instance; this macro
   doesn’t check its type, you must do it yourself or you will risk
   crashes.


Old-style buffer objects
========================

More information on the old buffer interface is provided in the
section Buffer Object Structures, under the description for
"PyBufferProcs".

A “buffer object” is defined in the "bufferobject.h" header (included
by "Python.h"). These objects look very similar to string objects at
the Python programming level: they support slicing, indexing,
concatenation, and some other standard string operations. However,
their data can come from one of two sources: from a block of memory,
or from another object which exports the buffer interface.

Buffer objects are useful as a way to expose the data from another
object’s buffer interface to the Python programmer. They can also be
used as a zero-copy slicing mechanism. Using their ability to
reference a block of memory, it is possible to expose any data to the
Python programmer quite easily. The memory could be a large, constant
array in a C extension, it could be a raw block of memory for
manipulation before passing to an operating system library, or it
could be used to pass around structured data in its native, in-memory
format.

PyBufferObject

   This subtype of "PyObject" represents a buffer object.

PyTypeObject PyBuffer_Type

   The instance of "PyTypeObject" which represents the Python buffer
   type; it is the same object as "buffer" and  "types.BufferType" in
   the Python layer. .

int Py_END_OF_BUFFER

   This constant may be passed as the *size* parameter to
   "PyBuffer_FromObject()" or "PyBuffer_FromReadWriteObject()".  It
   indicates that the new "PyBufferObject" should refer to *base*
   object from the specified *offset* to the end of its exported
   buffer. Using this enables the caller to avoid querying the *base*
   object for its length.

int PyBuffer_Check(PyObject *p)

   Return true if the argument has type "PyBuffer_Type".

PyObject* PyBuffer_FromObject(PyObject *base, Py_ssize_t offset, Py_ssize_t size)
    *Return value: New reference.*

   Return a new read-only buffer object.  This raises "TypeError" if
   *base* doesn’t support the read-only buffer protocol or doesn’t
   provide exactly one buffer segment, or it raises "ValueError" if
   *offset* is less than zero.  The buffer will hold a reference to
   the *base* object, and the buffer’s contents will refer to the
   *base* object’s buffer interface, starting as position *offset* and
   extending for *size* bytes. If *size* is "Py_END_OF_BUFFER", then
   the new buffer’s contents extend to the length of the *base*
   object’s exported buffer data.

   Changed in version 2.5: This function used an "int" type for
   *offset* and *size*. This might require changes in your code for
   properly supporting 64-bit systems.

PyObject* PyBuffer_FromReadWriteObject(PyObject *base, Py_ssize_t offset, Py_ssize_t size)
    *Return value: New reference.*

   Return a new writable buffer object.  Parameters and exceptions are
   similar to those for "PyBuffer_FromObject()".  If the *base* object
   does not export the writeable buffer protocol, then "TypeError" is
   raised.

   Changed in version 2.5: This function used an "int" type for
   *offset* and *size*. This might require changes in your code for
   properly supporting 64-bit systems.

PyObject* PyBuffer_FromMemory(void *ptr, Py_ssize_t size)
    *Return value: New reference.*

   Return a new read-only buffer object that reads from a specified
   location in memory, with a specified size.  The caller is
   responsible for ensuring that the memory buffer, passed in as
   *ptr*, is not deallocated while the returned buffer object exists.
   Raises "ValueError" if *size* is less than zero.  Note that
   "Py_END_OF_BUFFER" may *not* be passed for the *size* parameter;
   "ValueError" will be raised in that case.

   Changed in version 2.5: This function used an "int" type for
   *size*. This might require changes in your code for properly
   supporting 64-bit systems.

PyObject* PyBuffer_FromReadWriteMemory(void *ptr, Py_ssize_t size)
    *Return value: New reference.*

   Similar to "PyBuffer_FromMemory()", but the returned buffer is
   writable.

   Changed in version 2.5: This function used an "int" type for
   *size*. This might require changes in your code for properly
   supporting 64-bit systems.

PyObject* PyBuffer_New(Py_ssize_t size)
    *Return value: New reference.*

   Return a new writable buffer object that maintains its own memory
   buffer of *size* bytes.  "ValueError" is returned if *size* is not
   zero or positive.  Note that the memory buffer (as returned by
   "PyObject_AsWriteBuffer()") is not specifically aligned.

   Changed in version 2.5: This function used an "int" type for
   *size*. This might require changes in your code for properly
   supporting 64-bit systems.
