annotate Doc/c-api/buffer.rst @ 55729:d91aff206dfd 3.1

Merged revisions 74551 via svnmerge from svn+ssh://pythondev@svn.python.org/python/branches/py3k ........ r74551 | benjamin.peterson | 2009-08-26 09:35:45 +0200 (Wed, 26 Aug 2009) | 1 line the old buffer object doesn't exist in Python 3 #6659 ........
author Benjamin Peterson <benjamin@python.org>
date Wed, 26 Aug 2009 07:38:00 +0000
parents 7b495c8f2a24
children 6f3855038919 57433b833b2a
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1 .. highlightlang:: c
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2
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3 .. _bufferobjects:
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4
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5 Buffer Objects
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6 --------------
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7
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8 .. sectionauthor:: Greg Stein <gstein@lyra.org>
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9 .. sectionauthor:: Benjamin Peterson
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12 .. index::
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13 single: buffer interface
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15 Python objects implemented in C can export a "buffer interface." These
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16 functions can be used by an object to expose its data in a raw, byte-oriented
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17 format. Clients of the object can use the buffer interface to access the
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18 object data directly, without needing to copy it first.
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20 Two examples of objects that support the buffer interface are bytes and
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21 arrays. The bytes object exposes the character contents in the buffer
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22 interface's byte-oriented form. An array can also expose its contents, but it
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23 should be noted that array elements may be multi-byte values.
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24
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25 An example user of the buffer interface is the file object's :meth:`write`
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26 method. Any object that can export a series of bytes through the buffer
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27 interface can be written to a file. There are a number of format codes to
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28 :cfunc:`PyArg_ParseTuple` that operate against an object's buffer interface,
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29 returning data from the target object.
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31 .. index:: single: PyBufferProcs
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33 More information on the buffer interface is provided in the section
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34 :ref:`buffer-structs`, under the description for :ctype:`PyBufferProcs`.
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35
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36 Buffer objects are useful as a way to expose the data from another object's
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37 buffer interface to the Python programmer. They can also be used as a zero-copy
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38 slicing mechanism. Using their ability to reference a block of memory, it is
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39 possible to expose any data to the Python programmer quite easily. The memory
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40 could be a large, constant array in a C extension, it could be a raw block of
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41 memory for manipulation before passing to an operating system library, or it
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42 could be used to pass around structured data in its native, in-memory format.
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45 .. ctype:: Py_buffer
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47 .. cmember:: void *buf
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48
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49 A pointer to the start of the memory for the object.
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51 .. cmember:: Py_ssize_t len
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52 :noindex:
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54 The total length of the memory in bytes.
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56 .. cmember:: int readonly
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57
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58 An indicator of whether the buffer is read only.
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60 .. cmember:: const char *format
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61 :noindex:
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62
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63 A *NULL* terminated string in :mod:`struct` module style syntax giving
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64 the contents of the elements available through the buffer. If this is
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65 *NULL*, ``"B"`` (unsigned bytes) is assumed.
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67 .. cmember:: int ndim
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69 The number of dimensions the memory represents as a multi-dimensional
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70 array. If it is 0, :cdata:`strides` and :cdata:`suboffsets` must be
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71 *NULL*.
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72
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73 .. cmember:: Py_ssize_t *shape
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75 An array of :ctype:`Py_ssize_t`\s the length of :cdata:`ndim` giving the
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76 shape of the memory as a multi-dimensional array. Note that
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77 ``((*shape)[0] * ... * (*shape)[ndims-1])*itemsize`` should be equal to
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78 :cdata:`len`.
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79
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80 .. cmember:: Py_ssize_t *strides
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82 An array of :ctype:`Py_ssize_t`\s the length of :cdata:`ndim` giving the
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83 number of bytes to skip to get to a new element in each dimension.
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85 .. cmember:: Py_ssize_t *suboffsets
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87 An array of :ctype:`Py_ssize_t`\s the length of :cdata:`ndim`. If these
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88 suboffset numbers are greater than or equal to 0, then the value stored
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89 along the indicated dimension is a pointer and the suboffset value
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90 dictates how many bytes to add to the pointer after de-referencing. A
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91 suboffset value that it negative indicates that no de-referencing should
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92 occur (striding in a contiguous memory block).
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93
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94 Here is a function that returns a pointer to the element in an N-D array
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95 pointed to by an N-dimensional index when there are both non-NULL strides
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96 and suboffsets::
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97
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98 void *get_item_pointer(int ndim, void *buf, Py_ssize_t *strides,
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99 Py_ssize_t *suboffsets, Py_ssize_t *indices) {
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100 char *pointer = (char*)buf;
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101 int i;
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102 for (i = 0; i < ndim; i++) {
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103 pointer += strides[i] * indices[i];
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104 if (suboffsets[i] >=0 ) {
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105 pointer = *((char**)pointer) + suboffsets[i];
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106 }
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107 }
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108 return (void*)pointer;
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109 }
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112 .. cmember:: Py_ssize_t itemsize
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114 This is a storage for the itemsize (in bytes) of each element of the
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115 shared memory. It is technically un-necessary as it can be obtained
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116 using :cfunc:`PyBuffer_SizeFromFormat`, however an exporter may know
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117 this information without parsing the format string and it is necessary
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118 to know the itemsize for proper interpretation of striding. Therefore,
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119 storing it is more convenient and faster.
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120
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121 .. cmember:: void *internal
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123 This is for use internally by the exporting object. For example, this
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124 might be re-cast as an integer by the exporter and used to store flags
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125 about whether or not the shape, strides, and suboffsets arrays must be
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126 freed when the buffer is released. The consumer should never alter this
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127 value.
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130 Buffer related functions
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131 ========================
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133
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134 .. cfunction:: int PyObject_CheckBuffer(PyObject *obj)
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135
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136 Return 1 if *obj* supports the buffer interface otherwise 0.
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139 .. cfunction:: int PyObject_GetBuffer(PyObject *obj, Py_buffer *view, int flags)
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140
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141 Export *obj* into a :ctype:`Py_buffer`, *view*. These arguments must
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142 never be *NULL*. The *flags* argument is a bit field indicating what
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143 kind of buffer the caller is prepared to deal with and therefore what
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144 kind of buffer the exporter is allowed to return. The buffer interface
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145 allows for complicated memory sharing possibilities, but some caller may
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146 not be able to handle all the complexity but may want to see if the
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147 exporter will let them take a simpler view to its memory.
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148
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149 Some exporters may not be able to share memory in every possible way and
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150 may need to raise errors to signal to some consumers that something is
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151 just not possible. These errors should be a :exc:`BufferError` unless
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152 there is another error that is actually causing the problem. The
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153 exporter can use flags information to simplify how much of the
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154 :cdata:`Py_buffer` structure is filled in with non-default values and/or
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155 raise an error if the object can't support a simpler view of its memory.
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156
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157 0 is returned on success and -1 on error.
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158
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159 The following table gives possible values to the *flags* arguments.
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160
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161 +------------------------------+---------------------------------------------------+
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162 | Flag | Description |
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163 +==============================+===================================================+
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164 | :cmacro:`PyBUF_SIMPLE` | This is the default flag state. The returned |
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165 | | buffer may or may not have writable memory. The |
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166 | | format of the data will be assumed to be unsigned |
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167 | | bytes. This is a "stand-alone" flag constant. It |
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168 | | never needs to be '|'d to the others. The exporter|
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169 | | will raise an error if it cannot provide such a |
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170 | | contiguous buffer of bytes. |
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171 | | |
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172 +------------------------------+---------------------------------------------------+
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173 | :cmacro:`PyBUF_WRITABLE` | The returned buffer must be writable. If it is |
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174 | | not writable, then raise an error. |
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175 +------------------------------+---------------------------------------------------+
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176 | :cmacro:`PyBUF_STRIDES` | This implies :cmacro:`PyBUF_ND`. The returned |
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177 | | buffer must provide strides information (i.e. the |
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178 | | strides cannot be NULL). This would be used when |
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179 | | the consumer can handle strided, discontiguous |
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180 | | arrays. Handling strides automatically assumes |
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181 | | you can handle shape. The exporter can raise an |
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182 | | error if a strided representation of the data is |
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183 | | not possible (i.e. without the suboffsets). |
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184 | | |
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185 +------------------------------+---------------------------------------------------+
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186 | :cmacro:`PyBUF_ND` | The returned buffer must provide shape |
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187 | | information. The memory will be assumed C-style |
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188 | | contiguous (last dimension varies the |
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189 | | fastest). The exporter may raise an error if it |
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190 | | cannot provide this kind of contiguous buffer. If |
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191 | | this is not given then shape will be *NULL*. |
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192 | | |
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193 | | |
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194 | | |
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195 +------------------------------+---------------------------------------------------+
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196 |:cmacro:`PyBUF_C_CONTIGUOUS` | These flags indicate that the contiguity returned |
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197 |:cmacro:`PyBUF_F_CONTIGUOUS` | buffer must be respectively, C-contiguous (last |
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198 |:cmacro:`PyBUF_ANY_CONTIGUOUS`| dimension varies the fastest), Fortran contiguous |
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199 | | (first dimension varies the fastest) or either |
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200 | | one. All of these flags imply |
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201 | | :cmacro:`PyBUF_STRIDES` and guarantee that the |
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202 | | strides buffer info structure will be filled in |
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203 | | correctly. |
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204 | | |
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205 +------------------------------+---------------------------------------------------+
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206 | :cmacro:`PyBUF_INDIRECT` | This flag indicates the returned buffer must have |
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207 | | suboffsets information (which can be NULL if no |
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208 | | suboffsets are needed). This can be used when |
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209 | | the consumer can handle indirect array |
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210 | | referencing implied by these suboffsets. This |
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211 | | implies :cmacro:`PyBUF_STRIDES`. |
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212 | | |
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213 | | |
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214 | | |
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215 +------------------------------+---------------------------------------------------+
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216 | :cmacro:`PyBUF_FORMAT` | The returned buffer must have true format |
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217 | | information if this flag is provided. This would |
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218 | | be used when the consumer is going to be checking |
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219 | | for what 'kind' of data is actually stored. An |
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220 | | exporter should always be able to provide this |
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221 | | information if requested. If format is not |
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222 | | explicitly requested then the format must be |
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223 | | returned as *NULL* (which means ``'B'``, or |
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224 | | unsigned bytes) |
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225 +------------------------------+---------------------------------------------------+
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226 | :cmacro:`PyBUF_STRIDED` | This is equivalent to ``(PyBUF_STRIDES | |
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227 | | PyBUF_WRITABLE)``. |
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228 +------------------------------+---------------------------------------------------+
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229 | :cmacro:`PyBUF_STRIDED_RO` | This is equivalent to ``(PyBUF_STRIDES)``. |
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230 | | |
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231 +------------------------------+---------------------------------------------------+
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232 | :cmacro:`PyBUF_RECORDS` | This is equivalent to ``(PyBUF_STRIDES | |
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233 | | PyBUF_FORMAT | PyBUF_WRITABLE)``. |
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234 +------------------------------+---------------------------------------------------+
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235 | :cmacro:`PyBUF_RECORDS_RO` | This is equivalent to ``(PyBUF_STRIDES | |
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236 | | PyBUF_FORMAT)``. |
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237 +------------------------------+---------------------------------------------------+
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238 | :cmacro:`PyBUF_FULL` | This is equivalent to ``(PyBUF_INDIRECT | |
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239 | | PyBUF_FORMAT | PyBUF_WRITABLE)``. |
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240 +------------------------------+---------------------------------------------------+
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241 | :cmacro:`PyBUF_FULL_RO` | This is equivalent to ``(PyBUF_INDIRECT | |
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242 | | PyBUF_FORMAT)``. |
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243 +------------------------------+---------------------------------------------------+
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244 | :cmacro:`PyBUF_CONTIG` | This is equivalent to ``(PyBUF_ND | |
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245 | | PyBUF_WRITABLE)``. |
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246 +------------------------------+---------------------------------------------------+
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247 | :cmacro:`PyBUF_CONTIG_RO` | This is equivalent to ``(PyBUF_ND)``. |
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248 | | |
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249 +------------------------------+---------------------------------------------------+
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251
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252 .. cfunction:: void PyBuffer_Release(PyObject *obj, Py_buffer *view)
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253
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254 Release the buffer *view* over *obj*. This should be called when the buffer
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255 is no longer being used as it may free memory from it.
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256
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257
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258 .. cfunction:: Py_ssize_t PyBuffer_SizeFromFormat(const char *)
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259
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260 Return the implied :cdata:`~Py_buffer.itemsize` from the struct-stype
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261 :cdata:`~Py_buffer.format`.
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262
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264 .. cfunction:: int PyObject_CopyToObject(PyObject *obj, void *buf, Py_ssize_t len, char fortran)
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265
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266 Copy *len* bytes of data pointed to by the contiguous chunk of memory
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267 pointed to by *buf* into the buffer exported by obj. The buffer must of
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268 course be writable. Return 0 on success and return -1 and raise an error
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269 on failure. If the object does not have a writable buffer, then an error
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270 is raised. If *fortran* is ``'F'``, then if the object is
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271 multi-dimensional, then the data will be copied into the array in
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272 Fortran-style (first dimension varies the fastest). If *fortran* is
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273 ``'C'``, then the data will be copied into the array in C-style (last
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274 dimension varies the fastest). If *fortran* is ``'A'``, then it does not
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275 matter and the copy will be made in whatever way is more efficient.
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276
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278 .. cfunction:: int PyBuffer_IsContiguous(Py_buffer *view, char fortran)
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279
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280 Return 1 if the memory defined by the *view* is C-style (*fortran* is
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281 ``'C'``) or Fortran-style (*fortran* is ``'F'``) contiguous or either one
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282 (*fortran* is ``'A'``). Return 0 otherwise.
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285 .. cfunction:: void PyBuffer_FillContiguousStrides(int ndim, Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t itemsize, char fortran)
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286
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287 Fill the *strides* array with byte-strides of a contiguous (C-style if
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288 *fortran* is ``'C'`` or Fortran-style if *fortran* is ``'F'`` array of the
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289 given shape with the given number of bytes per element.
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292 .. cfunction:: int PyBuffer_FillInfo(Py_buffer *view, void *buf, Py_ssize_t len, int readonly, int infoflags)
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293
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294 Fill in a buffer-info structure, *view*, correctly for an exporter that can
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295 only share a contiguous chunk of memory of "unsigned bytes" of the given
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296 length. Return 0 on success and -1 (with raising an error) on error.
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297
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299 .. index::
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300 object: memoryview
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303 MemoryView objects
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304 ==================
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305
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306 A memoryview object exposes the C level buffer interface to Python.
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307
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309 .. cfunction:: PyObject* PyMemoryView_FromObject(PyObject *obj)
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310
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311 Return a memoryview object from an object that defines the buffer interface.
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314 .. cfunction:: PyObject * PyMemoryView_GetContiguous(PyObject *obj, int buffertype, char order)
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315
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316 Return a memoryview object to a contiguous chunk of memory (in either
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317 'C' or 'F'ortran order) from an object that defines the buffer
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318 interface. If memory is contiguous, the memoryview object points to the
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319 original memory. Otherwise copy is made and the memoryview points to a
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320 new bytes object.